<!DOCTYPE html> <html> <head> <meta charset="utf-8" /> <meta name="generator" content="pandoc" /> <meta http-equiv="X-UA-Compatible" content="IE=EDGE" /> <meta name="author" content="François Claveau, Jean-Hugues Roy et Olivier Santerre" /> <title>Science virale: comment la COVID-19 a changé la représentation médiatique de la science</title> <script src="data:application/javascript;base64,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"></script> <script src="data:application/javascript;base64,/*! jQuery v3.6.0 | (c) OpenJS Foundation and other contributors | jquery.org/license */
!function(e,t){"use strict";"object"==typeof module&&"object"==typeof module.exports?module.exports=e.document?t(e,!0):function(e){if(!e.document)throw new Error("jQuery requires a window with a document");return t(e)}:t(e)}("undefined"!=typeof window?window:this,function(C,e){"use strict";var t=[],r=Object.getPrototypeOf,s=t.slice,g=t.flat?function(e){return t.flat.call(e)}:function(e){return t.concat.apply([],e)},u=t.push,i=t.indexOf,n={},o=n.toString,v=n.hasOwnProperty,a=v.toString,l=a.call(Object),y={},m=function(e){return"function"==typeof e&&"number"!=typeof e.nodeType&&"function"!=typeof e.item},x=function(e){return null!=e&&e===e.window},E=C.document,c={type:!0,src:!0,nonce:!0,noModule:!0};function b(e,t,n){var r,i,o=(n=n||E).createElement("script");if(o.text=e,t)for(r in c)(i=t[r]||t.getAttribute&&t.getAttribute(r))&&o.setAttribute(r,i);n.head.appendChild(o).parentNode.removeChild(o)}function w(e){return null==e?e+"":"object"==typeof e||"function"==typeof e?n[o.call(e)]||"object":typeof e}var f="3.6.0",S=function(e,t){return new S.fn.init(e,t)};function p(e){var t=!!e&&"length"in e&&e.length,n=w(e);return!m(e)&&!x(e)&&("array"===n||0===t||"number"==typeof t&&0<t&&t-1 in e)}S.fn=S.prototype={jquery:f,constructor:S,length:0,toArray:function(){return s.call(this)},get:function(e){return null==e?s.call(this):e<0?this[e+this.length]:this[e]},pushStack:function(e){var t=S.merge(this.constructor(),e);return t.prevObject=this,t},each:function(e){return S.each(this,e)},map:function(n){return this.pushStack(S.map(this,function(e,t){return n.call(e,t,e)}))},slice:function(){return this.pushStack(s.apply(this,arguments))},first:function(){return this.eq(0)},last:function(){return this.eq(-1)},even:function(){return this.pushStack(S.grep(this,function(e,t){return(t+1)%2}))},odd:function(){return this.pushStack(S.grep(this,function(e,t){return t%2}))},eq:function(e){var t=this.length,n=+e+(e<0?t:0);return this.pushStack(0<=n&&n<t?[this[n]]:[])},end:function(){return this.prevObject||this.constructor()},push:u,sort:t.sort,splice:t.splice},S.extend=S.fn.extend=function(){var e,t,n,r,i,o,a=arguments[0]||{},s=1,u=arguments.length,l=!1;for("boolean"==typeof a&&(l=a,a=arguments[s]||{},s++),"object"==typeof a||m(a)||(a={}),s===u&&(a=this,s--);s<u;s++)if(null!=(e=arguments[s]))for(t in e)r=e[t],"__proto__"!==t&&a!==r&&(l&&r&&(S.isPlainObject(r)||(i=Array.isArray(r)))?(n=a[t],o=i&&!Array.isArray(n)?[]:i||S.isPlainObject(n)?n:{},i=!1,a[t]=S.extend(l,o,r)):void 0!==r&&(a[t]=r));return a},S.extend({expando:"jQuery"+(f+Math.random()).replace(/\D/g,""),isReady:!0,error:function(e){throw new Error(e)},noop:function(){},isPlainObject:function(e){var t,n;return!(!e||"[object Object]"!==o.call(e))&&(!(t=r(e))||"function"==typeof(n=v.call(t,"constructor")&&t.constructor)&&a.call(n)===l)},isEmptyObject:function(e){var t;for(t in e)return!1;return!0},globalEval:function(e,t,n){b(e,{nonce:t&&t.nonce},n)},each:function(e,t){var n,r=0;if(p(e)){for(n=e.length;r<n;r++)if(!1===t.call(e[r],r,e[r]))break}else for(r in e)if(!1===t.call(e[r],r,e[r]))break;return e},makeArray:function(e,t){var n=t||[];return null!=e&&(p(Object(e))?S.merge(n,"string"==typeof e?[e]:e):u.call(n,e)),n},inArray:function(e,t,n){return null==t?-1:i.call(t,e,n)},merge:function(e,t){for(var n=+t.length,r=0,i=e.length;r<n;r++)e[i++]=t[r];return e.length=i,e},grep:function(e,t,n){for(var r=[],i=0,o=e.length,a=!n;i<o;i++)!t(e[i],i)!==a&&r.push(e[i]);return r},map:function(e,t,n){var r,i,o=0,a=[];if(p(e))for(r=e.length;o<r;o++)null!=(i=t(e[o],o,n))&&a.push(i);else for(o in e)null!=(i=t(e[o],o,n))&&a.push(i);return g(a)},guid:1,support:y}),"function"==typeof Symbol&&(S.fn[Symbol.iterator]=t[Symbol.iterator]),S.each("Boolean Number String Function Array Date RegExp Object Error Symbol".split(" "),function(e,t){n["[object "+t+"]"]=t.toLowerCase()});var d=function(n){var e,d,b,o,i,h,f,g,w,u,l,T,C,a,E,v,s,c,y,S="sizzle"+1*new Date,p=n.document,k=0,r=0,m=ue(),x=ue(),A=ue(),N=ue(),j=function(e,t){return e===t&&(l=!0),0},D={}.hasOwnProperty,t=[],q=t.pop,L=t.push,H=t.push,O=t.slice,P=function(e,t){for(var n=0,r=e.length;n<r;n++)if(e[n]===t)return n;return-1},R="checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|ismap|loop|multiple|open|readonly|required|scoped",M="[\\x20\\t\\r\\n\\f]",I="(?:\\\\[\\da-fA-F]{1,6}"+M+"?|\\\\[^\\r\\n\\f]|[\\w-]|[^\0-\\x7f])+",W="\\["+M+"*("+I+")(?:"+M+"*([*^$|!~]?=)"+M+"*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|("+I+"))|)"+M+"*\\]",F=":("+I+")(?:\\((('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|((?:\\\\.|[^\\\\()[\\]]|"+W+")*)|.*)\\)|)",B=new RegExp(M+"+","g"),$=new RegExp("^"+M+"+|((?:^|[^\\\\])(?:\\\\.)*)"+M+"+$","g"),_=new RegExp("^"+M+"*,"+M+"*"),z=new RegExp("^"+M+"*([>+~]|"+M+")"+M+"*"),U=new RegExp(M+"|>"),X=new RegExp(F),V=new RegExp("^"+I+"$"),G={ID:new RegExp("^#("+I+")"),CLASS:new RegExp("^\\.("+I+")"),TAG:new RegExp("^("+I+"|[*])"),ATTR:new RegExp("^"+W),PSEUDO:new RegExp("^"+F),CHILD:new RegExp("^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\("+M+"*(even|odd|(([+-]|)(\\d*)n|)"+M+"*(?:([+-]|)"+M+"*(\\d+)|))"+M+"*\\)|)","i"),bool:new RegExp("^(?:"+R+")$","i"),needsContext:new RegExp("^"+M+"*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\("+M+"*((?:-\\d)?\\d*)"+M+"*\\)|)(?=[^-]|$)","i")},Y=/HTML$/i,Q=/^(?:input|select|textarea|button)$/i,J=/^h\d$/i,K=/^[^{]+\{\s*\[native \w/,Z=/^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/,ee=/[+~]/,te=new RegExp("\\\\[\\da-fA-F]{1,6}"+M+"?|\\\\([^\\r\\n\\f])","g"),ne=function(e,t){var n="0x"+e.slice(1)-65536;return t||(n<0?String.fromCharCode(n+65536):String.fromCharCode(n>>10|55296,1023&n|56320))},re=/([\0-\x1f\x7f]|^-?\d)|^-$|[^\0-\x1f\x7f-\uFFFF\w-]/g,ie=function(e,t){return t?"\0"===e?"\ufffd":e.slice(0,-1)+"\\"+e.charCodeAt(e.length-1).toString(16)+" ":"\\"+e},oe=function(){T()},ae=be(function(e){return!0===e.disabled&&"fieldset"===e.nodeName.toLowerCase()},{dir:"parentNode",next:"legend"});try{H.apply(t=O.call(p.childNodes),p.childNodes),t[p.childNodes.length].nodeType}catch(e){H={apply:t.length?function(e,t){L.apply(e,O.call(t))}:function(e,t){var n=e.length,r=0;while(e[n++]=t[r++]);e.length=n-1}}}function se(t,e,n,r){var i,o,a,s,u,l,c,f=e&&e.ownerDocument,p=e?e.nodeType:9;if(n=n||[],"string"!=typeof t||!t||1!==p&&9!==p&&11!==p)return n;if(!r&&(T(e),e=e||C,E)){if(11!==p&&(u=Z.exec(t)))if(i=u[1]){if(9===p){if(!(a=e.getElementById(i)))return n;if(a.id===i)return n.push(a),n}else if(f&&(a=f.getElementById(i))&&y(e,a)&&a.id===i)return n.push(a),n}else{if(u[2])return H.apply(n,e.getElementsByTagName(t)),n;if((i=u[3])&&d.getElementsByClassName&&e.getElementsByClassName)return H.apply(n,e.getElementsByClassName(i)),n}if(d.qsa&&!N[t+" "]&&(!v||!v.test(t))&&(1!==p||"object"!==e.nodeName.toLowerCase())){if(c=t,f=e,1===p&&(U.test(t)||z.test(t))){(f=ee.test(t)&&ye(e.parentNode)||e)===e&&d.scope||((s=e.getAttribute("id"))?s=s.replace(re,ie):e.setAttribute("id",s=S)),o=(l=h(t)).length;while(o--)l[o]=(s?"#"+s:":scope")+" "+xe(l[o]);c=l.join(",")}try{return H.apply(n,f.querySelectorAll(c)),n}catch(e){N(t,!0)}finally{s===S&&e.removeAttribute("id")}}}return g(t.replace($,"$1"),e,n,r)}function ue(){var r=[];return function e(t,n){return r.push(t+" ")>b.cacheLength&&delete e[r.shift()],e[t+" "]=n}}function le(e){return e[S]=!0,e}function ce(e){var t=C.createElement("fieldset");try{return!!e(t)}catch(e){return!1}finally{t.parentNode&&t.parentNode.removeChild(t),t=null}}function fe(e,t){var n=e.split("|"),r=n.length;while(r--)b.attrHandle[n[r]]=t}function pe(e,t){var n=t&&e,r=n&&1===e.nodeType&&1===t.nodeType&&e.sourceIndex-t.sourceIndex;if(r)return r;if(n)while(n=n.nextSibling)if(n===t)return-1;return e?1:-1}function de(t){return function(e){return"input"===e.nodeName.toLowerCase()&&e.type===t}}function he(n){return function(e){var t=e.nodeName.toLowerCase();return("input"===t||"button"===t)&&e.type===n}}function ge(t){return function(e){return"form"in e?e.parentNode&&!1===e.disabled?"label"in e?"label"in e.parentNode?e.parentNode.disabled===t:e.disabled===t:e.isDisabled===t||e.isDisabled!==!t&&ae(e)===t:e.disabled===t:"label"in e&&e.disabled===t}}function ve(a){return le(function(o){return o=+o,le(function(e,t){var n,r=a([],e.length,o),i=r.length;while(i--)e[n=r[i]]&&(e[n]=!(t[n]=e[n]))})})}function ye(e){return e&&"undefined"!=typeof e.getElementsByTagName&&e}for(e in d=se.support={},i=se.isXML=function(e){var t=e&&e.namespaceURI,n=e&&(e.ownerDocument||e).documentElement;return!Y.test(t||n&&n.nodeName||"HTML")},T=se.setDocument=function(e){var t,n,r=e?e.ownerDocument||e:p;return r!=C&&9===r.nodeType&&r.documentElement&&(a=(C=r).documentElement,E=!i(C),p!=C&&(n=C.defaultView)&&n.top!==n&&(n.addEventListener?n.addEventListener("unload",oe,!1):n.attachEvent&&n.attachEvent("onunload",oe)),d.scope=ce(function(e){return a.appendChild(e).appendChild(C.createElement("div")),"undefined"!=typeof e.querySelectorAll&&!e.querySelectorAll(":scope fieldset div").length}),d.attributes=ce(function(e){return e.className="i",!e.getAttribute("className")}),d.getElementsByTagName=ce(function(e){return e.appendChild(C.createComment("")),!e.getElementsByTagName("*").length}),d.getElementsByClassName=K.test(C.getElementsByClassName),d.getById=ce(function(e){return a.appendChild(e).id=S,!C.getElementsByName||!C.getElementsByName(S).length}),d.getById?(b.filter.ID=function(e){var t=e.replace(te,ne);return function(e){return e.getAttribute("id")===t}},b.find.ID=function(e,t){if("undefined"!=typeof t.getElementById&&E){var n=t.getElementById(e);return n?[n]:[]}}):(b.filter.ID=function(e){var n=e.replace(te,ne);return function(e){var t="undefined"!=typeof e.getAttributeNode&&e.getAttributeNode("id");return t&&t.value===n}},b.find.ID=function(e,t){if("undefined"!=typeof t.getElementById&&E){var n,r,i,o=t.getElementById(e);if(o){if((n=o.getAttributeNode("id"))&&n.value===e)return[o];i=t.getElementsByName(e),r=0;while(o=i[r++])if((n=o.getAttributeNode("id"))&&n.value===e)return[o]}return[]}}),b.find.TAG=d.getElementsByTagName?function(e,t){return"undefined"!=typeof t.getElementsByTagName?t.getElementsByTagName(e):d.qsa?t.querySelectorAll(e):void 0}:function(e,t){var n,r=[],i=0,o=t.getElementsByTagName(e);if("*"===e){while(n=o[i++])1===n.nodeType&&r.push(n);return r}return o},b.find.CLASS=d.getElementsByClassName&&function(e,t){if("undefined"!=typeof t.getElementsByClassName&&E)return t.getElementsByClassName(e)},s=[],v=[],(d.qsa=K.test(C.querySelectorAll))&&(ce(function(e){var t;a.appendChild(e).innerHTML="<a id='"+S+"'></a><select id='"+S+"-\r\\' msallowcapture=''><option selected=''></option></select>",e.querySelectorAll("[msallowcapture^='']").length&&v.push("[*^$]="+M+"*(?:''|\"\")"),e.querySelectorAll("[selected]").length||v.push("\\["+M+"*(?:value|"+R+")"),e.querySelectorAll("[id~="+S+"-]").length||v.push("~="),(t=C.createElement("input")).setAttribute("name",""),e.appendChild(t),e.querySelectorAll("[name='']").length||v.push("\\["+M+"*name"+M+"*="+M+"*(?:''|\"\")"),e.querySelectorAll(":checked").length||v.push(":checked"),e.querySelectorAll("a#"+S+"+*").length||v.push(".#.+[+~]"),e.querySelectorAll("\\\f"),v.push("[\\r\\n\\f]")}),ce(function(e){e.innerHTML="<a href='' disabled='disabled'></a><select disabled='disabled'><option/></select>";var t=C.createElement("input");t.setAttribute("type","hidden"),e.appendChild(t).setAttribute("name","D"),e.querySelectorAll("[name=d]").length&&v.push("name"+M+"*[*^$|!~]?="),2!==e.querySelectorAll(":enabled").length&&v.push(":enabled",":disabled"),a.appendChild(e).disabled=!0,2!==e.querySelectorAll(":disabled").length&&v.push(":enabled",":disabled"),e.querySelectorAll("*,:x"),v.push(",.*:")})),(d.matchesSelector=K.test(c=a.matches||a.webkitMatchesSelector||a.mozMatchesSelector||a.oMatchesSelector||a.msMatchesSelector))&&ce(function(e){d.disconnectedMatch=c.call(e,"*"),c.call(e,"[s!='']:x"),s.push("!=",F)}),v=v.length&&new RegExp(v.join("|")),s=s.length&&new RegExp(s.join("|")),t=K.test(a.compareDocumentPosition),y=t||K.test(a.contains)?function(e,t){var n=9===e.nodeType?e.documentElement:e,r=t&&t.parentNode;return e===r||!(!r||1!==r.nodeType||!(n.contains?n.contains(r):e.compareDocumentPosition&&16&e.compareDocumentPosition(r)))}:function(e,t){if(t)while(t=t.parentNode)if(t===e)return!0;return!1},j=t?function(e,t){if(e===t)return l=!0,0;var n=!e.compareDocumentPosition-!t.compareDocumentPosition;return n||(1&(n=(e.ownerDocument||e)==(t.ownerDocument||t)?e.compareDocumentPosition(t):1)||!d.sortDetached&&t.compareDocumentPosition(e)===n?e==C||e.ownerDocument==p&&y(p,e)?-1:t==C||t.ownerDocument==p&&y(p,t)?1:u?P(u,e)-P(u,t):0:4&n?-1:1)}:function(e,t){if(e===t)return l=!0,0;var n,r=0,i=e.parentNode,o=t.parentNode,a=[e],s=[t];if(!i||!o)return e==C?-1:t==C?1:i?-1:o?1:u?P(u,e)-P(u,t):0;if(i===o)return pe(e,t);n=e;while(n=n.parentNode)a.unshift(n);n=t;while(n=n.parentNode)s.unshift(n);while(a[r]===s[r])r++;return r?pe(a[r],s[r]):a[r]==p?-1:s[r]==p?1:0}),C},se.matches=function(e,t){return se(e,null,null,t)},se.matchesSelector=function(e,t){if(T(e),d.matchesSelector&&E&&!N[t+" "]&&(!s||!s.test(t))&&(!v||!v.test(t)))try{var n=c.call(e,t);if(n||d.disconnectedMatch||e.document&&11!==e.document.nodeType)return n}catch(e){N(t,!0)}return 0<se(t,C,null,[e]).length},se.contains=function(e,t){return(e.ownerDocument||e)!=C&&T(e),y(e,t)},se.attr=function(e,t){(e.ownerDocument||e)!=C&&T(e);var n=b.attrHandle[t.toLowerCase()],r=n&&D.call(b.attrHandle,t.toLowerCase())?n(e,t,!E):void 0;return void 0!==r?r:d.attributes||!E?e.getAttribute(t):(r=e.getAttributeNode(t))&&r.specified?r.value:null},se.escape=function(e){return(e+"").replace(re,ie)},se.error=function(e){throw new Error("Syntax error, unrecognized expression: "+e)},se.uniqueSort=function(e){var t,n=[],r=0,i=0;if(l=!d.detectDuplicates,u=!d.sortStable&&e.slice(0),e.sort(j),l){while(t=e[i++])t===e[i]&&(r=n.push(i));while(r--)e.splice(n[r],1)}return u=null,e},o=se.getText=function(e){var t,n="",r=0,i=e.nodeType;if(i){if(1===i||9===i||11===i){if("string"==typeof e.textContent)return e.textContent;for(e=e.firstChild;e;e=e.nextSibling)n+=o(e)}else if(3===i||4===i)return e.nodeValue}else while(t=e[r++])n+=o(t);return n},(b=se.selectors={cacheLength:50,createPseudo:le,match:G,attrHandle:{},find:{},relative:{">":{dir:"parentNode",first:!0}," ":{dir:"parentNode"},"+":{dir:"previousSibling",first:!0},"~":{dir:"previousSibling"}},preFilter:{ATTR:function(e){return e[1]=e[1].replace(te,ne),e[3]=(e[3]||e[4]||e[5]||"").replace(te,ne),"~="===e[2]&&(e[3]=" "+e[3]+" "),e.slice(0,4)},CHILD:function(e){return e[1]=e[1].toLowerCase(),"nth"===e[1].slice(0,3)?(e[3]||se.error(e[0]),e[4]=+(e[4]?e[5]+(e[6]||1):2*("even"===e[3]||"odd"===e[3])),e[5]=+(e[7]+e[8]||"odd"===e[3])):e[3]&&se.error(e[0]),e},PSEUDO:function(e){var t,n=!e[6]&&e[2];return G.CHILD.test(e[0])?null:(e[3]?e[2]=e[4]||e[5]||"":n&&X.test(n)&&(t=h(n,!0))&&(t=n.indexOf(")",n.length-t)-n.length)&&(e[0]=e[0].slice(0,t),e[2]=n.slice(0,t)),e.slice(0,3))}},filter:{TAG:function(e){var t=e.replace(te,ne).toLowerCase();return"*"===e?function(){return!0}:function(e){return e.nodeName&&e.nodeName.toLowerCase()===t}},CLASS:function(e){var t=m[e+" "];return t||(t=new RegExp("(^|"+M+")"+e+"("+M+"|$)"))&&m(e,function(e){return t.test("string"==typeof e.className&&e.className||"undefined"!=typeof e.getAttribute&&e.getAttribute("class")||"")})},ATTR:function(n,r,i){return function(e){var t=se.attr(e,n);return null==t?"!="===r:!r||(t+="","="===r?t===i:"!="===r?t!==i:"^="===r?i&&0===t.indexOf(i):"*="===r?i&&-1<t.indexOf(i):"$="===r?i&&t.slice(-i.length)===i:"~="===r?-1<(" "+t.replace(B," ")+" ").indexOf(i):"|="===r&&(t===i||t.slice(0,i.length+1)===i+"-"))}},CHILD:function(h,e,t,g,v){var y="nth"!==h.slice(0,3),m="last"!==h.slice(-4),x="of-type"===e;return 1===g&&0===v?function(e){return!!e.parentNode}:function(e,t,n){var r,i,o,a,s,u,l=y!==m?"nextSibling":"previousSibling",c=e.parentNode,f=x&&e.nodeName.toLowerCase(),p=!n&&!x,d=!1;if(c){if(y){while(l){a=e;while(a=a[l])if(x?a.nodeName.toLowerCase()===f:1===a.nodeType)return!1;u=l="only"===h&&!u&&"nextSibling"}return!0}if(u=[m?c.firstChild:c.lastChild],m&&p){d=(s=(r=(i=(o=(a=c)[S]||(a[S]={}))[a.uniqueID]||(o[a.uniqueID]={}))[h]||[])[0]===k&&r[1])&&r[2],a=s&&c.childNodes[s];while(a=++s&&a&&a[l]||(d=s=0)||u.pop())if(1===a.nodeType&&++d&&a===e){i[h]=[k,s,d];break}}else if(p&&(d=s=(r=(i=(o=(a=e)[S]||(a[S]={}))[a.uniqueID]||(o[a.uniqueID]={}))[h]||[])[0]===k&&r[1]),!1===d)while(a=++s&&a&&a[l]||(d=s=0)||u.pop())if((x?a.nodeName.toLowerCase()===f:1===a.nodeType)&&++d&&(p&&((i=(o=a[S]||(a[S]={}))[a.uniqueID]||(o[a.uniqueID]={}))[h]=[k,d]),a===e))break;return(d-=v)===g||d%g==0&&0<=d/g}}},PSEUDO:function(e,o){var t,a=b.pseudos[e]||b.setFilters[e.toLowerCase()]||se.error("unsupported pseudo: "+e);return a[S]?a(o):1<a.length?(t=[e,e,"",o],b.setFilters.hasOwnProperty(e.toLowerCase())?le(function(e,t){var n,r=a(e,o),i=r.length;while(i--)e[n=P(e,r[i])]=!(t[n]=r[i])}):function(e){return a(e,0,t)}):a}},pseudos:{not:le(function(e){var r=[],i=[],s=f(e.replace($,"$1"));return s[S]?le(function(e,t,n,r){var i,o=s(e,null,r,[]),a=e.length;while(a--)(i=o[a])&&(e[a]=!(t[a]=i))}):function(e,t,n){return r[0]=e,s(r,null,n,i),r[0]=null,!i.pop()}}),has:le(function(t){return function(e){return 0<se(t,e).length}}),contains:le(function(t){return t=t.replace(te,ne),function(e){return-1<(e.textContent||o(e)).indexOf(t)}}),lang:le(function(n){return V.test(n||"")||se.error("unsupported lang: "+n),n=n.replace(te,ne).toLowerCase(),function(e){var t;do{if(t=E?e.lang:e.getAttribute("xml:lang")||e.getAttribute("lang"))return(t=t.toLowerCase())===n||0===t.indexOf(n+"-")}while((e=e.parentNode)&&1===e.nodeType);return!1}}),target:function(e){var t=n.location&&n.location.hash;return t&&t.slice(1)===e.id},root:function(e){return e===a},focus:function(e){return e===C.activeElement&&(!C.hasFocus||C.hasFocus())&&!!(e.type||e.href||~e.tabIndex)},enabled:ge(!1),disabled:ge(!0),checked:function(e){var t=e.nodeName.toLowerCase();return"input"===t&&!!e.checked||"option"===t&&!!e.selected},selected:function(e){return e.parentNode&&e.parentNode.selectedIndex,!0===e.selected},empty:function(e){for(e=e.firstChild;e;e=e.nextSibling)if(e.nodeType<6)return!1;return!0},parent:function(e){return!b.pseudos.empty(e)},header:function(e){return J.test(e.nodeName)},input:function(e){return Q.test(e.nodeName)},button:function(e){var t=e.nodeName.toLowerCase();return"input"===t&&"button"===e.type||"button"===t},text:function(e){var t;return"input"===e.nodeName.toLowerCase()&&"text"===e.type&&(null==(t=e.getAttribute("type"))||"text"===t.toLowerCase())},first:ve(function(){return[0]}),last:ve(function(e,t){return[t-1]}),eq:ve(function(e,t,n){return[n<0?n+t:n]}),even:ve(function(e,t){for(var n=0;n<t;n+=2)e.push(n);return e}),odd:ve(function(e,t){for(var n=1;n<t;n+=2)e.push(n);return e}),lt:ve(function(e,t,n){for(var r=n<0?n+t:t<n?t:n;0<=--r;)e.push(r);return e}),gt:ve(function(e,t,n){for(var r=n<0?n+t:n;++r<t;)e.push(r);return e})}}).pseudos.nth=b.pseudos.eq,{radio:!0,checkbox:!0,file:!0,password:!0,image:!0})b.pseudos[e]=de(e);for(e in{submit:!0,reset:!0})b.pseudos[e]=he(e);function me(){}function xe(e){for(var t=0,n=e.length,r="";t<n;t++)r+=e[t].value;return r}function be(s,e,t){var u=e.dir,l=e.next,c=l||u,f=t&&"parentNode"===c,p=r++;return e.first?function(e,t,n){while(e=e[u])if(1===e.nodeType||f)return s(e,t,n);return!1}:function(e,t,n){var r,i,o,a=[k,p];if(n){while(e=e[u])if((1===e.nodeType||f)&&s(e,t,n))return!0}else while(e=e[u])if(1===e.nodeType||f)if(i=(o=e[S]||(e[S]={}))[e.uniqueID]||(o[e.uniqueID]={}),l&&l===e.nodeName.toLowerCase())e=e[u]||e;else{if((r=i[c])&&r[0]===k&&r[1]===p)return a[2]=r[2];if((i[c]=a)[2]=s(e,t,n))return!0}return!1}}function we(i){return 1<i.length?function(e,t,n){var r=i.length;while(r--)if(!i[r](e,t,n))return!1;return!0}:i[0]}function Te(e,t,n,r,i){for(var o,a=[],s=0,u=e.length,l=null!=t;s<u;s++)(o=e[s])&&(n&&!n(o,r,i)||(a.push(o),l&&t.push(s)));return a}function Ce(d,h,g,v,y,e){return v&&!v[S]&&(v=Ce(v)),y&&!y[S]&&(y=Ce(y,e)),le(function(e,t,n,r){var i,o,a,s=[],u=[],l=t.length,c=e||function(e,t,n){for(var r=0,i=t.length;r<i;r++)se(e,t[r],n);return n}(h||"*",n.nodeType?[n]:n,[]),f=!d||!e&&h?c:Te(c,s,d,n,r),p=g?y||(e?d:l||v)?[]:t:f;if(g&&g(f,p,n,r),v){i=Te(p,u),v(i,[],n,r),o=i.length;while(o--)(a=i[o])&&(p[u[o]]=!(f[u[o]]=a))}if(e){if(y||d){if(y){i=[],o=p.length;while(o--)(a=p[o])&&i.push(f[o]=a);y(null,p=[],i,r)}o=p.length;while(o--)(a=p[o])&&-1<(i=y?P(e,a):s[o])&&(e[i]=!(t[i]=a))}}else p=Te(p===t?p.splice(l,p.length):p),y?y(null,t,p,r):H.apply(t,p)})}function Ee(e){for(var i,t,n,r=e.length,o=b.relative[e[0].type],a=o||b.relative[" "],s=o?1:0,u=be(function(e){return e===i},a,!0),l=be(function(e){return-1<P(i,e)},a,!0),c=[function(e,t,n){var r=!o&&(n||t!==w)||((i=t).nodeType?u(e,t,n):l(e,t,n));return i=null,r}];s<r;s++)if(t=b.relative[e[s].type])c=[be(we(c),t)];else{if((t=b.filter[e[s].type].apply(null,e[s].matches))[S]){for(n=++s;n<r;n++)if(b.relative[e[n].type])break;return Ce(1<s&&we(c),1<s&&xe(e.slice(0,s-1).concat({value:" "===e[s-2].type?"*":""})).replace($,"$1"),t,s<n&&Ee(e.slice(s,n)),n<r&&Ee(e=e.slice(n)),n<r&&xe(e))}c.push(t)}return we(c)}return me.prototype=b.filters=b.pseudos,b.setFilters=new me,h=se.tokenize=function(e,t){var n,r,i,o,a,s,u,l=x[e+" "];if(l)return t?0:l.slice(0);a=e,s=[],u=b.preFilter;while(a){for(o in n&&!(r=_.exec(a))||(r&&(a=a.slice(r[0].length)||a),s.push(i=[])),n=!1,(r=z.exec(a))&&(n=r.shift(),i.push({value:n,type:r[0].replace($," ")}),a=a.slice(n.length)),b.filter)!(r=G[o].exec(a))||u[o]&&!(r=u[o](r))||(n=r.shift(),i.push({value:n,type:o,matches:r}),a=a.slice(n.length));if(!n)break}return t?a.length:a?se.error(e):x(e,s).slice(0)},f=se.compile=function(e,t){var n,v,y,m,x,r,i=[],o=[],a=A[e+" "];if(!a){t||(t=h(e)),n=t.length;while(n--)(a=Ee(t[n]))[S]?i.push(a):o.push(a);(a=A(e,(v=o,m=0<(y=i).length,x=0<v.length,r=function(e,t,n,r,i){var o,a,s,u=0,l="0",c=e&&[],f=[],p=w,d=e||x&&b.find.TAG("*",i),h=k+=null==p?1:Math.random()||.1,g=d.length;for(i&&(w=t==C||t||i);l!==g&&null!=(o=d[l]);l++){if(x&&o){a=0,t||o.ownerDocument==C||(T(o),n=!E);while(s=v[a++])if(s(o,t||C,n)){r.push(o);break}i&&(k=h)}m&&((o=!s&&o)&&u--,e&&c.push(o))}if(u+=l,m&&l!==u){a=0;while(s=y[a++])s(c,f,t,n);if(e){if(0<u)while(l--)c[l]||f[l]||(f[l]=q.call(r));f=Te(f)}H.apply(r,f),i&&!e&&0<f.length&&1<u+y.length&&se.uniqueSort(r)}return i&&(k=h,w=p),c},m?le(r):r))).selector=e}return a},g=se.select=function(e,t,n,r){var i,o,a,s,u,l="function"==typeof e&&e,c=!r&&h(e=l.selector||e);if(n=n||[],1===c.length){if(2<(o=c[0]=c[0].slice(0)).length&&"ID"===(a=o[0]).type&&9===t.nodeType&&E&&b.relative[o[1].type]){if(!(t=(b.find.ID(a.matches[0].replace(te,ne),t)||[])[0]))return n;l&&(t=t.parentNode),e=e.slice(o.shift().value.length)}i=G.needsContext.test(e)?0:o.length;while(i--){if(a=o[i],b.relative[s=a.type])break;if((u=b.find[s])&&(r=u(a.matches[0].replace(te,ne),ee.test(o[0].type)&&ye(t.parentNode)||t))){if(o.splice(i,1),!(e=r.length&&xe(o)))return H.apply(n,r),n;break}}}return(l||f(e,c))(r,t,!E,n,!t||ee.test(e)&&ye(t.parentNode)||t),n},d.sortStable=S.split("").sort(j).join("")===S,d.detectDuplicates=!!l,T(),d.sortDetached=ce(function(e){return 1&e.compareDocumentPosition(C.createElement("fieldset"))}),ce(function(e){return e.innerHTML="<a href='#'></a>","#"===e.firstChild.getAttribute("href")})||fe("type|href|height|width",function(e,t,n){if(!n)return e.getAttribute(t,"type"===t.toLowerCase()?1:2)}),d.attributes&&ce(function(e){return e.innerHTML="<input/>",e.firstChild.setAttribute("value",""),""===e.firstChild.getAttribute("value")})||fe("value",function(e,t,n){if(!n&&"input"===e.nodeName.toLowerCase())return e.defaultValue}),ce(function(e){return null==e.getAttribute("disabled")})||fe(R,function(e,t,n){var r;if(!n)return!0===e[t]?t.toLowerCase():(r=e.getAttributeNode(t))&&r.specified?r.value:null}),se}(C);S.find=d,S.expr=d.selectors,S.expr[":"]=S.expr.pseudos,S.uniqueSort=S.unique=d.uniqueSort,S.text=d.getText,S.isXMLDoc=d.isXML,S.contains=d.contains,S.escapeSelector=d.escape;var h=function(e,t,n){var r=[],i=void 0!==n;while((e=e[t])&&9!==e.nodeType)if(1===e.nodeType){if(i&&S(e).is(n))break;r.push(e)}return r},T=function(e,t){for(var n=[];e;e=e.nextSibling)1===e.nodeType&&e!==t&&n.push(e);return n},k=S.expr.match.needsContext;function A(e,t){return e.nodeName&&e.nodeName.toLowerCase()===t.toLowerCase()}var N=/^<([a-z][^\/\0>:\x20\t\r\n\f]*)[\x20\t\r\n\f]*\/?>(?:<\/\1>|)$/i;function j(e,n,r){return m(n)?S.grep(e,function(e,t){return!!n.call(e,t,e)!==r}):n.nodeType?S.grep(e,function(e){return e===n!==r}):"string"!=typeof n?S.grep(e,function(e){return-1<i.call(n,e)!==r}):S.filter(n,e,r)}S.filter=function(e,t,n){var r=t[0];return n&&(e=":not("+e+")"),1===t.length&&1===r.nodeType?S.find.matchesSelector(r,e)?[r]:[]:S.find.matches(e,S.grep(t,function(e){return 1===e.nodeType}))},S.fn.extend({find:function(e){var t,n,r=this.length,i=this;if("string"!=typeof e)return this.pushStack(S(e).filter(function(){for(t=0;t<r;t++)if(S.contains(i[t],this))return!0}));for(n=this.pushStack([]),t=0;t<r;t++)S.find(e,i[t],n);return 1<r?S.uniqueSort(n):n},filter:function(e){return this.pushStack(j(this,e||[],!1))},not:function(e){return this.pushStack(j(this,e||[],!0))},is:function(e){return!!j(this,"string"==typeof e&&k.test(e)?S(e):e||[],!1).length}});var D,q=/^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]+))$/;(S.fn.init=function(e,t,n){var r,i;if(!e)return this;if(n=n||D,"string"==typeof e){if(!(r="<"===e[0]&&">"===e[e.length-1]&&3<=e.length?[null,e,null]:q.exec(e))||!r[1]&&t)return!t||t.jquery?(t||n).find(e):this.constructor(t).find(e);if(r[1]){if(t=t instanceof S?t[0]:t,S.merge(this,S.parseHTML(r[1],t&&t.nodeType?t.ownerDocument||t:E,!0)),N.test(r[1])&&S.isPlainObject(t))for(r in t)m(this[r])?this[r](t[r]):this.attr(r,t[r]);return this}return(i=E.getElementById(r[2]))&&(this[0]=i,this.length=1),this}return e.nodeType?(this[0]=e,this.length=1,this):m(e)?void 0!==n.ready?n.ready(e):e(S):S.makeArray(e,this)}).prototype=S.fn,D=S(E);var L=/^(?:parents|prev(?:Until|All))/,H={children:!0,contents:!0,next:!0,prev:!0};function O(e,t){while((e=e[t])&&1!==e.nodeType);return e}S.fn.extend({has:function(e){var t=S(e,this),n=t.length;return this.filter(function(){for(var e=0;e<n;e++)if(S.contains(this,t[e]))return!0})},closest:function(e,t){var n,r=0,i=this.length,o=[],a="string"!=typeof e&&S(e);if(!k.test(e))for(;r<i;r++)for(n=this[r];n&&n!==t;n=n.parentNode)if(n.nodeType<11&&(a?-1<a.index(n):1===n.nodeType&&S.find.matchesSelector(n,e))){o.push(n);break}return this.pushStack(1<o.length?S.uniqueSort(o):o)},index:function(e){return e?"string"==typeof e?i.call(S(e),this[0]):i.call(this,e.jquery?e[0]:e):this[0]&&this[0].parentNode?this.first().prevAll().length:-1},add:function(e,t){return this.pushStack(S.uniqueSort(S.merge(this.get(),S(e,t))))},addBack:function(e){return this.add(null==e?this.prevObject:this.prevObject.filter(e))}}),S.each({parent:function(e){var t=e.parentNode;return t&&11!==t.nodeType?t:null},parents:function(e){return h(e,"parentNode")},parentsUntil:function(e,t,n){return h(e,"parentNode",n)},next:function(e){return O(e,"nextSibling")},prev:function(e){return O(e,"previousSibling")},nextAll:function(e){return h(e,"nextSibling")},prevAll:function(e){return h(e,"previousSibling")},nextUntil:function(e,t,n){return h(e,"nextSibling",n)},prevUntil:function(e,t,n){return h(e,"previousSibling",n)},siblings:function(e){return T((e.parentNode||{}).firstChild,e)},children:function(e){return T(e.firstChild)},contents:function(e){return null!=e.contentDocument&&r(e.contentDocument)?e.contentDocument:(A(e,"template")&&(e=e.content||e),S.merge([],e.childNodes))}},function(r,i){S.fn[r]=function(e,t){var n=S.map(this,i,e);return"Until"!==r.slice(-5)&&(t=e),t&&"string"==typeof t&&(n=S.filter(t,n)),1<this.length&&(H[r]||S.uniqueSort(n),L.test(r)&&n.reverse()),this.pushStack(n)}});var P=/[^\x20\t\r\n\f]+/g;function R(e){return e}function M(e){throw e}function I(e,t,n,r){var i;try{e&&m(i=e.promise)?i.call(e).done(t).fail(n):e&&m(i=e.then)?i.call(e,t,n):t.apply(void 0,[e].slice(r))}catch(e){n.apply(void 0,[e])}}S.Callbacks=function(r){var e,n;r="string"==typeof r?(e=r,n={},S.each(e.match(P)||[],function(e,t){n[t]=!0}),n):S.extend({},r);var i,t,o,a,s=[],u=[],l=-1,c=function(){for(a=a||r.once,o=i=!0;u.length;l=-1){t=u.shift();while(++l<s.length)!1===s[l].apply(t[0],t[1])&&r.stopOnFalse&&(l=s.length,t=!1)}r.memory||(t=!1),i=!1,a&&(s=t?[]:"")},f={add:function(){return s&&(t&&!i&&(l=s.length-1,u.push(t)),function n(e){S.each(e,function(e,t){m(t)?r.unique&&f.has(t)||s.push(t):t&&t.length&&"string"!==w(t)&&n(t)})}(arguments),t&&!i&&c()),this},remove:function(){return S.each(arguments,function(e,t){var n;while(-1<(n=S.inArray(t,s,n)))s.splice(n,1),n<=l&&l--}),this},has:function(e){return e?-1<S.inArray(e,s):0<s.length},empty:function(){return s&&(s=[]),this},disable:function(){return a=u=[],s=t="",this},disabled:function(){return!s},lock:function(){return a=u=[],t||i||(s=t=""),this},locked:function(){return!!a},fireWith:function(e,t){return a||(t=[e,(t=t||[]).slice?t.slice():t],u.push(t),i||c()),this},fire:function(){return f.fireWith(this,arguments),this},fired:function(){return!!o}};return f},S.extend({Deferred:function(e){var o=[["notify","progress",S.Callbacks("memory"),S.Callbacks("memory"),2],["resolve","done",S.Callbacks("once memory"),S.Callbacks("once memory"),0,"resolved"],["reject","fail",S.Callbacks("once memory"),S.Callbacks("once memory"),1,"rejected"]],i="pending",a={state:function(){return i},always:function(){return s.done(arguments).fail(arguments),this},"catch":function(e){return a.then(null,e)},pipe:function(){var i=arguments;return S.Deferred(function(r){S.each(o,function(e,t){var n=m(i[t[4]])&&i[t[4]];s[t[1]](function(){var e=n&&n.apply(this,arguments);e&&m(e.promise)?e.promise().progress(r.notify).done(r.resolve).fail(r.reject):r[t[0]+"With"](this,n?[e]:arguments)})}),i=null}).promise()},then:function(t,n,r){var u=0;function l(i,o,a,s){return function(){var n=this,r=arguments,e=function(){var e,t;if(!(i<u)){if((e=a.apply(n,r))===o.promise())throw new TypeError("Thenable self-resolution");t=e&&("object"==typeof e||"function"==typeof e)&&e.then,m(t)?s?t.call(e,l(u,o,R,s),l(u,o,M,s)):(u++,t.call(e,l(u,o,R,s),l(u,o,M,s),l(u,o,R,o.notifyWith))):(a!==R&&(n=void 0,r=[e]),(s||o.resolveWith)(n,r))}},t=s?e:function(){try{e()}catch(e){S.Deferred.exceptionHook&&S.Deferred.exceptionHook(e,t.stackTrace),u<=i+1&&(a!==M&&(n=void 0,r=[e]),o.rejectWith(n,r))}};i?t():(S.Deferred.getStackHook&&(t.stackTrace=S.Deferred.getStackHook()),C.setTimeout(t))}}return S.Deferred(function(e){o[0][3].add(l(0,e,m(r)?r:R,e.notifyWith)),o[1][3].add(l(0,e,m(t)?t:R)),o[2][3].add(l(0,e,m(n)?n:M))}).promise()},promise:function(e){return null!=e?S.extend(e,a):a}},s={};return S.each(o,function(e,t){var n=t[2],r=t[5];a[t[1]]=n.add,r&&n.add(function(){i=r},o[3-e][2].disable,o[3-e][3].disable,o[0][2].lock,o[0][3].lock),n.add(t[3].fire),s[t[0]]=function(){return s[t[0]+"With"](this===s?void 0:this,arguments),this},s[t[0]+"With"]=n.fireWith}),a.promise(s),e&&e.call(s,s),s},when:function(e){var n=arguments.length,t=n,r=Array(t),i=s.call(arguments),o=S.Deferred(),a=function(t){return function(e){r[t]=this,i[t]=1<arguments.length?s.call(arguments):e,--n||o.resolveWith(r,i)}};if(n<=1&&(I(e,o.done(a(t)).resolve,o.reject,!n),"pending"===o.state()||m(i[t]&&i[t].then)))return o.then();while(t--)I(i[t],a(t),o.reject);return o.promise()}});var W=/^(Eval|Internal|Range|Reference|Syntax|Type|URI)Error$/;S.Deferred.exceptionHook=function(e,t){C.console&&C.console.warn&&e&&W.test(e.name)&&C.console.warn("jQuery.Deferred exception: "+e.message,e.stack,t)},S.readyException=function(e){C.setTimeout(function(){throw e})};var F=S.Deferred();function B(){E.removeEventListener("DOMContentLoaded",B),C.removeEventListener("load",B),S.ready()}S.fn.ready=function(e){return F.then(e)["catch"](function(e){S.readyException(e)}),this},S.extend({isReady:!1,readyWait:1,ready:function(e){(!0===e?--S.readyWait:S.isReady)||(S.isReady=!0)!==e&&0<--S.readyWait||F.resolveWith(E,[S])}}),S.ready.then=F.then,"complete"===E.readyState||"loading"!==E.readyState&&!E.documentElement.doScroll?C.setTimeout(S.ready):(E.addEventListener("DOMContentLoaded",B),C.addEventListener("load",B));var $=function(e,t,n,r,i,o,a){var s=0,u=e.length,l=null==n;if("object"===w(n))for(s in i=!0,n)$(e,t,s,n[s],!0,o,a);else if(void 0!==r&&(i=!0,m(r)||(a=!0),l&&(a?(t.call(e,r),t=null):(l=t,t=function(e,t,n){return l.call(S(e),n)})),t))for(;s<u;s++)t(e[s],n,a?r:r.call(e[s],s,t(e[s],n)));return i?e:l?t.call(e):u?t(e[0],n):o},_=/^-ms-/,z=/-([a-z])/g;function U(e,t){return t.toUpperCase()}function X(e){return e.replace(_,"ms-").replace(z,U)}var V=function(e){return 1===e.nodeType||9===e.nodeType||!+e.nodeType};function G(){this.expando=S.expando+G.uid++}G.uid=1,G.prototype={cache:function(e){var t=e[this.expando];return t||(t={},V(e)&&(e.nodeType?e[this.expando]=t:Object.defineProperty(e,this.expando,{value:t,configurable:!0}))),t},set:function(e,t,n){var r,i=this.cache(e);if("string"==typeof t)i[X(t)]=n;else for(r in t)i[X(r)]=t[r];return i},get:function(e,t){return void 0===t?this.cache(e):e[this.expando]&&e[this.expando][X(t)]},access:function(e,t,n){return void 0===t||t&&"string"==typeof t&&void 0===n?this.get(e,t):(this.set(e,t,n),void 0!==n?n:t)},remove:function(e,t){var n,r=e[this.expando];if(void 0!==r){if(void 0!==t){n=(t=Array.isArray(t)?t.map(X):(t=X(t))in r?[t]:t.match(P)||[]).length;while(n--)delete r[t[n]]}(void 0===t||S.isEmptyObject(r))&&(e.nodeType?e[this.expando]=void 0:delete e[this.expando])}},hasData:function(e){var t=e[this.expando];return void 0!==t&&!S.isEmptyObject(t)}};var Y=new G,Q=new G,J=/^(?:\{[\w\W]*\}|\[[\w\W]*\])$/,K=/[A-Z]/g;function Z(e,t,n){var r,i;if(void 0===n&&1===e.nodeType)if(r="data-"+t.replace(K,"-$&").toLowerCase(),"string"==typeof(n=e.getAttribute(r))){try{n="true"===(i=n)||"false"!==i&&("null"===i?null:i===+i+""?+i:J.test(i)?JSON.parse(i):i)}catch(e){}Q.set(e,t,n)}else n=void 0;return n}S.extend({hasData:function(e){return Q.hasData(e)||Y.hasData(e)},data:function(e,t,n){return Q.access(e,t,n)},removeData:function(e,t){Q.remove(e,t)},_data:function(e,t,n){return Y.access(e,t,n)},_removeData:function(e,t){Y.remove(e,t)}}),S.fn.extend({data:function(n,e){var t,r,i,o=this[0],a=o&&o.attributes;if(void 0===n){if(this.length&&(i=Q.get(o),1===o.nodeType&&!Y.get(o,"hasDataAttrs"))){t=a.length;while(t--)a[t]&&0===(r=a[t].name).indexOf("data-")&&(r=X(r.slice(5)),Z(o,r,i[r]));Y.set(o,"hasDataAttrs",!0)}return i}return"object"==typeof n?this.each(function(){Q.set(this,n)}):$(this,function(e){var t;if(o&&void 0===e)return void 0!==(t=Q.get(o,n))?t:void 0!==(t=Z(o,n))?t:void 0;this.each(function(){Q.set(this,n,e)})},null,e,1<arguments.length,null,!0)},removeData:function(e){return this.each(function(){Q.remove(this,e)})}}),S.extend({queue:function(e,t,n){var r;if(e)return t=(t||"fx")+"queue",r=Y.get(e,t),n&&(!r||Array.isArray(n)?r=Y.access(e,t,S.makeArray(n)):r.push(n)),r||[]},dequeue:function(e,t){t=t||"fx";var n=S.queue(e,t),r=n.length,i=n.shift(),o=S._queueHooks(e,t);"inprogress"===i&&(i=n.shift(),r--),i&&("fx"===t&&n.unshift("inprogress"),delete o.stop,i.call(e,function(){S.dequeue(e,t)},o)),!r&&o&&o.empty.fire()},_queueHooks:function(e,t){var n=t+"queueHooks";return Y.get(e,n)||Y.access(e,n,{empty:S.Callbacks("once memory").add(function(){Y.remove(e,[t+"queue",n])})})}}),S.fn.extend({queue:function(t,n){var e=2;return"string"!=typeof t&&(n=t,t="fx",e--),arguments.length<e?S.queue(this[0],t):void 0===n?this:this.each(function(){var e=S.queue(this,t,n);S._queueHooks(this,t),"fx"===t&&"inprogress"!==e[0]&&S.dequeue(this,t)})},dequeue:function(e){return this.each(function(){S.dequeue(this,e)})},clearQueue:function(e){return this.queue(e||"fx",[])},promise:function(e,t){var n,r=1,i=S.Deferred(),o=this,a=this.length,s=function(){--r||i.resolveWith(o,[o])};"string"!=typeof e&&(t=e,e=void 0),e=e||"fx";while(a--)(n=Y.get(o[a],e+"queueHooks"))&&n.empty&&(r++,n.empty.add(s));return s(),i.promise(t)}});var ee=/[+-]?(?:\d*\.|)\d+(?:[eE][+-]?\d+|)/.source,te=new RegExp("^(?:([+-])=|)("+ee+")([a-z%]*)$","i"),ne=["Top","Right","Bottom","Left"],re=E.documentElement,ie=function(e){return S.contains(e.ownerDocument,e)},oe={composed:!0};re.getRootNode&&(ie=function(e){return S.contains(e.ownerDocument,e)||e.getRootNode(oe)===e.ownerDocument});var ae=function(e,t){return"none"===(e=t||e).style.display||""===e.style.display&&ie(e)&&"none"===S.css(e,"display")};function se(e,t,n,r){var i,o,a=20,s=r?function(){return r.cur()}:function(){return S.css(e,t,"")},u=s(),l=n&&n[3]||(S.cssNumber[t]?"":"px"),c=e.nodeType&&(S.cssNumber[t]||"px"!==l&&+u)&&te.exec(S.css(e,t));if(c&&c[3]!==l){u/=2,l=l||c[3],c=+u||1;while(a--)S.style(e,t,c+l),(1-o)*(1-(o=s()/u||.5))<=0&&(a=0),c/=o;c*=2,S.style(e,t,c+l),n=n||[]}return n&&(c=+c||+u||0,i=n[1]?c+(n[1]+1)*n[2]:+n[2],r&&(r.unit=l,r.start=c,r.end=i)),i}var ue={};function le(e,t){for(var n,r,i,o,a,s,u,l=[],c=0,f=e.length;c<f;c++)(r=e[c]).style&&(n=r.style.display,t?("none"===n&&(l[c]=Y.get(r,"display")||null,l[c]||(r.style.display="")),""===r.style.display&&ae(r)&&(l[c]=(u=a=o=void 0,a=(i=r).ownerDocument,s=i.nodeName,(u=ue[s])||(o=a.body.appendChild(a.createElement(s)),u=S.css(o,"display"),o.parentNode.removeChild(o),"none"===u&&(u="block"),ue[s]=u)))):"none"!==n&&(l[c]="none",Y.set(r,"display",n)));for(c=0;c<f;c++)null!=l[c]&&(e[c].style.display=l[c]);return e}S.fn.extend({show:function(){return le(this,!0)},hide:function(){return le(this)},toggle:function(e){return"boolean"==typeof e?e?this.show():this.hide():this.each(function(){ae(this)?S(this).show():S(this).hide()})}});var ce,fe,pe=/^(?:checkbox|radio)$/i,de=/<([a-z][^\/\0>\x20\t\r\n\f]*)/i,he=/^$|^module$|\/(?:java|ecma)script/i;ce=E.createDocumentFragment().appendChild(E.createElement("div")),(fe=E.createElement("input")).setAttribute("type","radio"),fe.setAttribute("checked","checked"),fe.setAttribute("name","t"),ce.appendChild(fe),y.checkClone=ce.cloneNode(!0).cloneNode(!0).lastChild.checked,ce.innerHTML="<textarea>x</textarea>",y.noCloneChecked=!!ce.cloneNode(!0).lastChild.defaultValue,ce.innerHTML="<option></option>",y.option=!!ce.lastChild;var ge={thead:[1,"<table>","</table>"],col:[2,"<table><colgroup>","</colgroup></table>"],tr:[2,"<table><tbody>","</tbody></table>"],td:[3,"<table><tbody><tr>","</tr></tbody></table>"],_default:[0,"",""]};function ve(e,t){var n;return n="undefined"!=typeof e.getElementsByTagName?e.getElementsByTagName(t||"*"):"undefined"!=typeof e.querySelectorAll?e.querySelectorAll(t||"*"):[],void 0===t||t&&A(e,t)?S.merge([e],n):n}function ye(e,t){for(var n=0,r=e.length;n<r;n++)Y.set(e[n],"globalEval",!t||Y.get(t[n],"globalEval"))}ge.tbody=ge.tfoot=ge.colgroup=ge.caption=ge.thead,ge.th=ge.td,y.option||(ge.optgroup=ge.option=[1,"<select multiple='multiple'>","</select>"]);var me=/<|&#?\w+;/;function xe(e,t,n,r,i){for(var o,a,s,u,l,c,f=t.createDocumentFragment(),p=[],d=0,h=e.length;d<h;d++)if((o=e[d])||0===o)if("object"===w(o))S.merge(p,o.nodeType?[o]:o);else if(me.test(o)){a=a||f.appendChild(t.createElement("div")),s=(de.exec(o)||["",""])[1].toLowerCase(),u=ge[s]||ge._default,a.innerHTML=u[1]+S.htmlPrefilter(o)+u[2],c=u[0];while(c--)a=a.lastChild;S.merge(p,a.childNodes),(a=f.firstChild).textContent=""}else p.push(t.createTextNode(o));f.textContent="",d=0;while(o=p[d++])if(r&&-1<S.inArray(o,r))i&&i.push(o);else if(l=ie(o),a=ve(f.appendChild(o),"script"),l&&ye(a),n){c=0;while(o=a[c++])he.test(o.type||"")&&n.push(o)}return f}var be=/^([^.]*)(?:\.(.+)|)/;function we(){return!0}function Te(){return!1}function Ce(e,t){return e===function(){try{return E.activeElement}catch(e){}}()==("focus"===t)}function Ee(e,t,n,r,i,o){var a,s;if("object"==typeof t){for(s in"string"!=typeof n&&(r=r||n,n=void 0),t)Ee(e,s,n,r,t[s],o);return e}if(null==r&&null==i?(i=n,r=n=void 0):null==i&&("string"==typeof n?(i=r,r=void 0):(i=r,r=n,n=void 0)),!1===i)i=Te;else if(!i)return e;return 1===o&&(a=i,(i=function(e){return S().off(e),a.apply(this,arguments)}).guid=a.guid||(a.guid=S.guid++)),e.each(function(){S.event.add(this,t,i,r,n)})}function Se(e,i,o){o?(Y.set(e,i,!1),S.event.add(e,i,{namespace:!1,handler:function(e){var t,n,r=Y.get(this,i);if(1&e.isTrigger&&this[i]){if(r.length)(S.event.special[i]||{}).delegateType&&e.stopPropagation();else if(r=s.call(arguments),Y.set(this,i,r),t=o(this,i),this[i](),r!==(n=Y.get(this,i))||t?Y.set(this,i,!1):n={},r!==n)return e.stopImmediatePropagation(),e.preventDefault(),n&&n.value}else r.length&&(Y.set(this,i,{value:S.event.trigger(S.extend(r[0],S.Event.prototype),r.slice(1),this)}),e.stopImmediatePropagation())}})):void 0===Y.get(e,i)&&S.event.add(e,i,we)}S.event={global:{},add:function(t,e,n,r,i){var o,a,s,u,l,c,f,p,d,h,g,v=Y.get(t);if(V(t)){n.handler&&(n=(o=n).handler,i=o.selector),i&&S.find.matchesSelector(re,i),n.guid||(n.guid=S.guid++),(u=v.events)||(u=v.events=Object.create(null)),(a=v.handle)||(a=v.handle=function(e){return"undefined"!=typeof S&&S.event.triggered!==e.type?S.event.dispatch.apply(t,arguments):void 0}),l=(e=(e||"").match(P)||[""]).length;while(l--)d=g=(s=be.exec(e[l])||[])[1],h=(s[2]||"").split(".").sort(),d&&(f=S.event.special[d]||{},d=(i?f.delegateType:f.bindType)||d,f=S.event.special[d]||{},c=S.extend({type:d,origType:g,data:r,handler:n,guid:n.guid,selector:i,needsContext:i&&S.expr.match.needsContext.test(i),namespace:h.join(".")},o),(p=u[d])||((p=u[d]=[]).delegateCount=0,f.setup&&!1!==f.setup.call(t,r,h,a)||t.addEventListener&&t.addEventListener(d,a)),f.add&&(f.add.call(t,c),c.handler.guid||(c.handler.guid=n.guid)),i?p.splice(p.delegateCount++,0,c):p.push(c),S.event.global[d]=!0)}},remove:function(e,t,n,r,i){var o,a,s,u,l,c,f,p,d,h,g,v=Y.hasData(e)&&Y.get(e);if(v&&(u=v.events)){l=(t=(t||"").match(P)||[""]).length;while(l--)if(d=g=(s=be.exec(t[l])||[])[1],h=(s[2]||"").split(".").sort(),d){f=S.event.special[d]||{},p=u[d=(r?f.delegateType:f.bindType)||d]||[],s=s[2]&&new RegExp("(^|\\.)"+h.join("\\.(?:.*\\.|)")+"(\\.|$)"),a=o=p.length;while(o--)c=p[o],!i&&g!==c.origType||n&&n.guid!==c.guid||s&&!s.test(c.namespace)||r&&r!==c.selector&&("**"!==r||!c.selector)||(p.splice(o,1),c.selector&&p.delegateCount--,f.remove&&f.remove.call(e,c));a&&!p.length&&(f.teardown&&!1!==f.teardown.call(e,h,v.handle)||S.removeEvent(e,d,v.handle),delete u[d])}else for(d in u)S.event.remove(e,d+t[l],n,r,!0);S.isEmptyObject(u)&&Y.remove(e,"handle events")}},dispatch:function(e){var t,n,r,i,o,a,s=new Array(arguments.length),u=S.event.fix(e),l=(Y.get(this,"events")||Object.create(null))[u.type]||[],c=S.event.special[u.type]||{};for(s[0]=u,t=1;t<arguments.length;t++)s[t]=arguments[t];if(u.delegateTarget=this,!c.preDispatch||!1!==c.preDispatch.call(this,u)){a=S.event.handlers.call(this,u,l),t=0;while((i=a[t++])&&!u.isPropagationStopped()){u.currentTarget=i.elem,n=0;while((o=i.handlers[n++])&&!u.isImmediatePropagationStopped())u.rnamespace&&!1!==o.namespace&&!u.rnamespace.test(o.namespace)||(u.handleObj=o,u.data=o.data,void 0!==(r=((S.event.special[o.origType]||{}).handle||o.handler).apply(i.elem,s))&&!1===(u.result=r)&&(u.preventDefault(),u.stopPropagation()))}return c.postDispatch&&c.postDispatch.call(this,u),u.result}},handlers:function(e,t){var n,r,i,o,a,s=[],u=t.delegateCount,l=e.target;if(u&&l.nodeType&&!("click"===e.type&&1<=e.button))for(;l!==this;l=l.parentNode||this)if(1===l.nodeType&&("click"!==e.type||!0!==l.disabled)){for(o=[],a={},n=0;n<u;n++)void 0===a[i=(r=t[n]).selector+" "]&&(a[i]=r.needsContext?-1<S(i,this).index(l):S.find(i,this,null,[l]).length),a[i]&&o.push(r);o.length&&s.push({elem:l,handlers:o})}return l=this,u<t.length&&s.push({elem:l,handlers:t.slice(u)}),s},addProp:function(t,e){Object.defineProperty(S.Event.prototype,t,{enumerable:!0,configurable:!0,get:m(e)?function(){if(this.originalEvent)return e(this.originalEvent)}:function(){if(this.originalEvent)return this.originalEvent[t]},set:function(e){Object.defineProperty(this,t,{enumerable:!0,configurable:!0,writable:!0,value:e})}})},fix:function(e){return e[S.expando]?e:new S.Event(e)},special:{load:{noBubble:!0},click:{setup:function(e){var t=this||e;return pe.test(t.type)&&t.click&&A(t,"input")&&Se(t,"click",we),!1},trigger:function(e){var t=this||e;return pe.test(t.type)&&t.click&&A(t,"input")&&Se(t,"click"),!0},_default:function(e){var t=e.target;return pe.test(t.type)&&t.click&&A(t,"input")&&Y.get(t,"click")||A(t,"a")}},beforeunload:{postDispatch:function(e){void 0!==e.result&&e.originalEvent&&(e.originalEvent.returnValue=e.result)}}}},S.removeEvent=function(e,t,n){e.removeEventListener&&e.removeEventListener(t,n)},S.Event=function(e,t){if(!(this instanceof S.Event))return new S.Event(e,t);e&&e.type?(this.originalEvent=e,this.type=e.type,this.isDefaultPrevented=e.defaultPrevented||void 0===e.defaultPrevented&&!1===e.returnValue?we:Te,this.target=e.target&&3===e.target.nodeType?e.target.parentNode:e.target,this.currentTarget=e.currentTarget,this.relatedTarget=e.relatedTarget):this.type=e,t&&S.extend(this,t),this.timeStamp=e&&e.timeStamp||Date.now(),this[S.expando]=!0},S.Event.prototype={constructor:S.Event,isDefaultPrevented:Te,isPropagationStopped:Te,isImmediatePropagationStopped:Te,isSimulated:!1,preventDefault:function(){var e=this.originalEvent;this.isDefaultPrevented=we,e&&!this.isSimulated&&e.preventDefault()},stopPropagation:function(){var e=this.originalEvent;this.isPropagationStopped=we,e&&!this.isSimulated&&e.stopPropagation()},stopImmediatePropagation:function(){var e=this.originalEvent;this.isImmediatePropagationStopped=we,e&&!this.isSimulated&&e.stopImmediatePropagation(),this.stopPropagation()}},S.each({altKey:!0,bubbles:!0,cancelable:!0,changedTouches:!0,ctrlKey:!0,detail:!0,eventPhase:!0,metaKey:!0,pageX:!0,pageY:!0,shiftKey:!0,view:!0,"char":!0,code:!0,charCode:!0,key:!0,keyCode:!0,button:!0,buttons:!0,clientX:!0,clientY:!0,offsetX:!0,offsetY:!0,pointerId:!0,pointerType:!0,screenX:!0,screenY:!0,targetTouches:!0,toElement:!0,touches:!0,which:!0},S.event.addProp),S.each({focus:"focusin",blur:"focusout"},function(e,t){S.event.special[e]={setup:function(){return Se(this,e,Ce),!1},trigger:function(){return Se(this,e),!0},_default:function(){return!0},delegateType:t}}),S.each({mouseenter:"mouseover",mouseleave:"mouseout",pointerenter:"pointerover",pointerleave:"pointerout"},function(e,i){S.event.special[e]={delegateType:i,bindType:i,handle:function(e){var t,n=e.relatedTarget,r=e.handleObj;return n&&(n===this||S.contains(this,n))||(e.type=r.origType,t=r.handler.apply(this,arguments),e.type=i),t}}}),S.fn.extend({on:function(e,t,n,r){return Ee(this,e,t,n,r)},one:function(e,t,n,r){return Ee(this,e,t,n,r,1)},off:function(e,t,n){var r,i;if(e&&e.preventDefault&&e.handleObj)return r=e.handleObj,S(e.delegateTarget).off(r.namespace?r.origType+"."+r.namespace:r.origType,r.selector,r.handler),this;if("object"==typeof e){for(i in e)this.off(i,t,e[i]);return this}return!1!==t&&"function"!=typeof t||(n=t,t=void 0),!1===n&&(n=Te),this.each(function(){S.event.remove(this,e,n,t)})}});var ke=/<script|<style|<link/i,Ae=/checked\s*(?:[^=]|=\s*.checked.)/i,Ne=/^\s*<!(?:\[CDATA\[|--)|(?:\]\]|--)>\s*$/g;function je(e,t){return A(e,"table")&&A(11!==t.nodeType?t:t.firstChild,"tr")&&S(e).children("tbody")[0]||e}function De(e){return e.type=(null!==e.getAttribute("type"))+"/"+e.type,e}function qe(e){return"true/"===(e.type||"").slice(0,5)?e.type=e.type.slice(5):e.removeAttribute("type"),e}function Le(e,t){var n,r,i,o,a,s;if(1===t.nodeType){if(Y.hasData(e)&&(s=Y.get(e).events))for(i in Y.remove(t,"handle events"),s)for(n=0,r=s[i].length;n<r;n++)S.event.add(t,i,s[i][n]);Q.hasData(e)&&(o=Q.access(e),a=S.extend({},o),Q.set(t,a))}}function He(n,r,i,o){r=g(r);var e,t,a,s,u,l,c=0,f=n.length,p=f-1,d=r[0],h=m(d);if(h||1<f&&"string"==typeof d&&!y.checkClone&&Ae.test(d))return n.each(function(e){var t=n.eq(e);h&&(r[0]=d.call(this,e,t.html())),He(t,r,i,o)});if(f&&(t=(e=xe(r,n[0].ownerDocument,!1,n,o)).firstChild,1===e.childNodes.length&&(e=t),t||o)){for(s=(a=S.map(ve(e,"script"),De)).length;c<f;c++)u=e,c!==p&&(u=S.clone(u,!0,!0),s&&S.merge(a,ve(u,"script"))),i.call(n[c],u,c);if(s)for(l=a[a.length-1].ownerDocument,S.map(a,qe),c=0;c<s;c++)u=a[c],he.test(u.type||"")&&!Y.access(u,"globalEval")&&S.contains(l,u)&&(u.src&&"module"!==(u.type||"").toLowerCase()?S._evalUrl&&!u.noModule&&S._evalUrl(u.src,{nonce:u.nonce||u.getAttribute("nonce")},l):b(u.textContent.replace(Ne,""),u,l))}return n}function Oe(e,t,n){for(var r,i=t?S.filter(t,e):e,o=0;null!=(r=i[o]);o++)n||1!==r.nodeType||S.cleanData(ve(r)),r.parentNode&&(n&&ie(r)&&ye(ve(r,"script")),r.parentNode.removeChild(r));return e}S.extend({htmlPrefilter:function(e){return e},clone:function(e,t,n){var r,i,o,a,s,u,l,c=e.cloneNode(!0),f=ie(e);if(!(y.noCloneChecked||1!==e.nodeType&&11!==e.nodeType||S.isXMLDoc(e)))for(a=ve(c),r=0,i=(o=ve(e)).length;r<i;r++)s=o[r],u=a[r],void 0,"input"===(l=u.nodeName.toLowerCase())&&pe.test(s.type)?u.checked=s.checked:"input"!==l&&"textarea"!==l||(u.defaultValue=s.defaultValue);if(t)if(n)for(o=o||ve(e),a=a||ve(c),r=0,i=o.length;r<i;r++)Le(o[r],a[r]);else Le(e,c);return 0<(a=ve(c,"script")).length&&ye(a,!f&&ve(e,"script")),c},cleanData:function(e){for(var t,n,r,i=S.event.special,o=0;void 0!==(n=e[o]);o++)if(V(n)){if(t=n[Y.expando]){if(t.events)for(r in t.events)i[r]?S.event.remove(n,r):S.removeEvent(n,r,t.handle);n[Y.expando]=void 0}n[Q.expando]&&(n[Q.expando]=void 0)}}}),S.fn.extend({detach:function(e){return Oe(this,e,!0)},remove:function(e){return Oe(this,e)},text:function(e){return $(this,function(e){return void 0===e?S.text(this):this.empty().each(function(){1!==this.nodeType&&11!==this.nodeType&&9!==this.nodeType||(this.textContent=e)})},null,e,arguments.length)},append:function(){return He(this,arguments,function(e){1!==this.nodeType&&11!==this.nodeType&&9!==this.nodeType||je(this,e).appendChild(e)})},prepend:function(){return He(this,arguments,function(e){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var t=je(this,e);t.insertBefore(e,t.firstChild)}})},before:function(){return He(this,arguments,function(e){this.parentNode&&this.parentNode.insertBefore(e,this)})},after:function(){return He(this,arguments,function(e){this.parentNode&&this.parentNode.insertBefore(e,this.nextSibling)})},empty:function(){for(var e,t=0;null!=(e=this[t]);t++)1===e.nodeType&&(S.cleanData(ve(e,!1)),e.textContent="");return this},clone:function(e,t){return e=null!=e&&e,t=null==t?e:t,this.map(function(){return S.clone(this,e,t)})},html:function(e){return $(this,function(e){var t=this[0]||{},n=0,r=this.length;if(void 0===e&&1===t.nodeType)return t.innerHTML;if("string"==typeof e&&!ke.test(e)&&!ge[(de.exec(e)||["",""])[1].toLowerCase()]){e=S.htmlPrefilter(e);try{for(;n<r;n++)1===(t=this[n]||{}).nodeType&&(S.cleanData(ve(t,!1)),t.innerHTML=e);t=0}catch(e){}}t&&this.empty().append(e)},null,e,arguments.length)},replaceWith:function(){var n=[];return He(this,arguments,function(e){var t=this.parentNode;S.inArray(this,n)<0&&(S.cleanData(ve(this)),t&&t.replaceChild(e,this))},n)}}),S.each({appendTo:"append",prependTo:"prepend",insertBefore:"before",insertAfter:"after",replaceAll:"replaceWith"},function(e,a){S.fn[e]=function(e){for(var t,n=[],r=S(e),i=r.length-1,o=0;o<=i;o++)t=o===i?this:this.clone(!0),S(r[o])[a](t),u.apply(n,t.get());return this.pushStack(n)}});var Pe=new RegExp("^("+ee+")(?!px)[a-z%]+$","i"),Re=function(e){var t=e.ownerDocument.defaultView;return t&&t.opener||(t=C),t.getComputedStyle(e)},Me=function(e,t,n){var r,i,o={};for(i in t)o[i]=e.style[i],e.style[i]=t[i];for(i in r=n.call(e),t)e.style[i]=o[i];return r},Ie=new RegExp(ne.join("|"),"i");function We(e,t,n){var r,i,o,a,s=e.style;return(n=n||Re(e))&&(""!==(a=n.getPropertyValue(t)||n[t])||ie(e)||(a=S.style(e,t)),!y.pixelBoxStyles()&&Pe.test(a)&&Ie.test(t)&&(r=s.width,i=s.minWidth,o=s.maxWidth,s.minWidth=s.maxWidth=s.width=a,a=n.width,s.width=r,s.minWidth=i,s.maxWidth=o)),void 0!==a?a+"":a}function Fe(e,t){return{get:function(){if(!e())return(this.get=t).apply(this,arguments);delete this.get}}}!function(){function e(){if(l){u.style.cssText="position:absolute;left:-11111px;width:60px;margin-top:1px;padding:0;border:0",l.style.cssText="position:relative;display:block;box-sizing:border-box;overflow:scroll;margin:auto;border:1px;padding:1px;width:60%;top:1%",re.appendChild(u).appendChild(l);var e=C.getComputedStyle(l);n="1%"!==e.top,s=12===t(e.marginLeft),l.style.right="60%",o=36===t(e.right),r=36===t(e.width),l.style.position="absolute",i=12===t(l.offsetWidth/3),re.removeChild(u),l=null}}function t(e){return Math.round(parseFloat(e))}var n,r,i,o,a,s,u=E.createElement("div"),l=E.createElement("div");l.style&&(l.style.backgroundClip="content-box",l.cloneNode(!0).style.backgroundClip="",y.clearCloneStyle="content-box"===l.style.backgroundClip,S.extend(y,{boxSizingReliable:function(){return e(),r},pixelBoxStyles:function(){return e(),o},pixelPosition:function(){return e(),n},reliableMarginLeft:function(){return e(),s},scrollboxSize:function(){return e(),i},reliableTrDimensions:function(){var e,t,n,r;return null==a&&(e=E.createElement("table"),t=E.createElement("tr"),n=E.createElement("div"),e.style.cssText="position:absolute;left:-11111px;border-collapse:separate",t.style.cssText="border:1px solid",t.style.height="1px",n.style.height="9px",n.style.display="block",re.appendChild(e).appendChild(t).appendChild(n),r=C.getComputedStyle(t),a=parseInt(r.height,10)+parseInt(r.borderTopWidth,10)+parseInt(r.borderBottomWidth,10)===t.offsetHeight,re.removeChild(e)),a}}))}();var Be=["Webkit","Moz","ms"],$e=E.createElement("div").style,_e={};function ze(e){var t=S.cssProps[e]||_e[e];return t||(e in $e?e:_e[e]=function(e){var t=e[0].toUpperCase()+e.slice(1),n=Be.length;while(n--)if((e=Be[n]+t)in $e)return e}(e)||e)}var Ue=/^(none|table(?!-c[ea]).+)/,Xe=/^--/,Ve={position:"absolute",visibility:"hidden",display:"block"},Ge={letterSpacing:"0",fontWeight:"400"};function Ye(e,t,n){var r=te.exec(t);return r?Math.max(0,r[2]-(n||0))+(r[3]||"px"):t}function Qe(e,t,n,r,i,o){var a="width"===t?1:0,s=0,u=0;if(n===(r?"border":"content"))return 0;for(;a<4;a+=2)"margin"===n&&(u+=S.css(e,n+ne[a],!0,i)),r?("content"===n&&(u-=S.css(e,"padding"+ne[a],!0,i)),"margin"!==n&&(u-=S.css(e,"border"+ne[a]+"Width",!0,i))):(u+=S.css(e,"padding"+ne[a],!0,i),"padding"!==n?u+=S.css(e,"border"+ne[a]+"Width",!0,i):s+=S.css(e,"border"+ne[a]+"Width",!0,i));return!r&&0<=o&&(u+=Math.max(0,Math.ceil(e["offset"+t[0].toUpperCase()+t.slice(1)]-o-u-s-.5))||0),u}function Je(e,t,n){var r=Re(e),i=(!y.boxSizingReliable()||n)&&"border-box"===S.css(e,"boxSizing",!1,r),o=i,a=We(e,t,r),s="offset"+t[0].toUpperCase()+t.slice(1);if(Pe.test(a)){if(!n)return a;a="auto"}return(!y.boxSizingReliable()&&i||!y.reliableTrDimensions()&&A(e,"tr")||"auto"===a||!parseFloat(a)&&"inline"===S.css(e,"display",!1,r))&&e.getClientRects().length&&(i="border-box"===S.css(e,"boxSizing",!1,r),(o=s in e)&&(a=e[s])),(a=parseFloat(a)||0)+Qe(e,t,n||(i?"border":"content"),o,r,a)+"px"}function Ke(e,t,n,r,i){return new Ke.prototype.init(e,t,n,r,i)}S.extend({cssHooks:{opacity:{get:function(e,t){if(t){var n=We(e,"opacity");return""===n?"1":n}}}},cssNumber:{animationIterationCount:!0,columnCount:!0,fillOpacity:!0,flexGrow:!0,flexShrink:!0,fontWeight:!0,gridArea:!0,gridColumn:!0,gridColumnEnd:!0,gridColumnStart:!0,gridRow:!0,gridRowEnd:!0,gridRowStart:!0,lineHeight:!0,opacity:!0,order:!0,orphans:!0,widows:!0,zIndex:!0,zoom:!0},cssProps:{},style:function(e,t,n,r){if(e&&3!==e.nodeType&&8!==e.nodeType&&e.style){var i,o,a,s=X(t),u=Xe.test(t),l=e.style;if(u||(t=ze(s)),a=S.cssHooks[t]||S.cssHooks[s],void 0===n)return a&&"get"in a&&void 0!==(i=a.get(e,!1,r))?i:l[t];"string"===(o=typeof n)&&(i=te.exec(n))&&i[1]&&(n=se(e,t,i),o="number"),null!=n&&n==n&&("number"!==o||u||(n+=i&&i[3]||(S.cssNumber[s]?"":"px")),y.clearCloneStyle||""!==n||0!==t.indexOf("background")||(l[t]="inherit"),a&&"set"in a&&void 0===(n=a.set(e,n,r))||(u?l.setProperty(t,n):l[t]=n))}},css:function(e,t,n,r){var i,o,a,s=X(t);return Xe.test(t)||(t=ze(s)),(a=S.cssHooks[t]||S.cssHooks[s])&&"get"in a&&(i=a.get(e,!0,n)),void 0===i&&(i=We(e,t,r)),"normal"===i&&t in Ge&&(i=Ge[t]),""===n||n?(o=parseFloat(i),!0===n||isFinite(o)?o||0:i):i}}),S.each(["height","width"],function(e,u){S.cssHooks[u]={get:function(e,t,n){if(t)return!Ue.test(S.css(e,"display"))||e.getClientRects().length&&e.getBoundingClientRect().width?Je(e,u,n):Me(e,Ve,function(){return Je(e,u,n)})},set:function(e,t,n){var r,i=Re(e),o=!y.scrollboxSize()&&"absolute"===i.position,a=(o||n)&&"border-box"===S.css(e,"boxSizing",!1,i),s=n?Qe(e,u,n,a,i):0;return a&&o&&(s-=Math.ceil(e["offset"+u[0].toUpperCase()+u.slice(1)]-parseFloat(i[u])-Qe(e,u,"border",!1,i)-.5)),s&&(r=te.exec(t))&&"px"!==(r[3]||"px")&&(e.style[u]=t,t=S.css(e,u)),Ye(0,t,s)}}}),S.cssHooks.marginLeft=Fe(y.reliableMarginLeft,function(e,t){if(t)return(parseFloat(We(e,"marginLeft"))||e.getBoundingClientRect().left-Me(e,{marginLeft:0},function(){return e.getBoundingClientRect().left}))+"px"}),S.each({margin:"",padding:"",border:"Width"},function(i,o){S.cssHooks[i+o]={expand:function(e){for(var t=0,n={},r="string"==typeof e?e.split(" "):[e];t<4;t++)n[i+ne[t]+o]=r[t]||r[t-2]||r[0];return n}},"margin"!==i&&(S.cssHooks[i+o].set=Ye)}),S.fn.extend({css:function(e,t){return $(this,function(e,t,n){var r,i,o={},a=0;if(Array.isArray(t)){for(r=Re(e),i=t.length;a<i;a++)o[t[a]]=S.css(e,t[a],!1,r);return o}return void 0!==n?S.style(e,t,n):S.css(e,t)},e,t,1<arguments.length)}}),((S.Tween=Ke).prototype={constructor:Ke,init:function(e,t,n,r,i,o){this.elem=e,this.prop=n,this.easing=i||S.easing._default,this.options=t,this.start=this.now=this.cur(),this.end=r,this.unit=o||(S.cssNumber[n]?"":"px")},cur:function(){var e=Ke.propHooks[this.prop];return e&&e.get?e.get(this):Ke.propHooks._default.get(this)},run:function(e){var t,n=Ke.propHooks[this.prop];return this.options.duration?this.pos=t=S.easing[this.easing](e,this.options.duration*e,0,1,this.options.duration):this.pos=t=e,this.now=(this.end-this.start)*t+this.start,this.options.step&&this.options.step.call(this.elem,this.now,this),n&&n.set?n.set(this):Ke.propHooks._default.set(this),this}}).init.prototype=Ke.prototype,(Ke.propHooks={_default:{get:function(e){var t;return 1!==e.elem.nodeType||null!=e.elem[e.prop]&&null==e.elem.style[e.prop]?e.elem[e.prop]:(t=S.css(e.elem,e.prop,""))&&"auto"!==t?t:0},set:function(e){S.fx.step[e.prop]?S.fx.step[e.prop](e):1!==e.elem.nodeType||!S.cssHooks[e.prop]&&null==e.elem.style[ze(e.prop)]?e.elem[e.prop]=e.now:S.style(e.elem,e.prop,e.now+e.unit)}}}).scrollTop=Ke.propHooks.scrollLeft={set:function(e){e.elem.nodeType&&e.elem.parentNode&&(e.elem[e.prop]=e.now)}},S.easing={linear:function(e){return e},swing:function(e){return.5-Math.cos(e*Math.PI)/2},_default:"swing"},S.fx=Ke.prototype.init,S.fx.step={};var Ze,et,tt,nt,rt=/^(?:toggle|show|hide)$/,it=/queueHooks$/;function ot(){et&&(!1===E.hidden&&C.requestAnimationFrame?C.requestAnimationFrame(ot):C.setTimeout(ot,S.fx.interval),S.fx.tick())}function at(){return C.setTimeout(function(){Ze=void 0}),Ze=Date.now()}function st(e,t){var n,r=0,i={height:e};for(t=t?1:0;r<4;r+=2-t)i["margin"+(n=ne[r])]=i["padding"+n]=e;return t&&(i.opacity=i.width=e),i}function ut(e,t,n){for(var r,i=(lt.tweeners[t]||[]).concat(lt.tweeners["*"]),o=0,a=i.length;o<a;o++)if(r=i[o].call(n,t,e))return r}function lt(o,e,t){var n,a,r=0,i=lt.prefilters.length,s=S.Deferred().always(function(){delete u.elem}),u=function(){if(a)return!1;for(var e=Ze||at(),t=Math.max(0,l.startTime+l.duration-e),n=1-(t/l.duration||0),r=0,i=l.tweens.length;r<i;r++)l.tweens[r].run(n);return s.notifyWith(o,[l,n,t]),n<1&&i?t:(i||s.notifyWith(o,[l,1,0]),s.resolveWith(o,[l]),!1)},l=s.promise({elem:o,props:S.extend({},e),opts:S.extend(!0,{specialEasing:{},easing:S.easing._default},t),originalProperties:e,originalOptions:t,startTime:Ze||at(),duration:t.duration,tweens:[],createTween:function(e,t){var n=S.Tween(o,l.opts,e,t,l.opts.specialEasing[e]||l.opts.easing);return l.tweens.push(n),n},stop:function(e){var t=0,n=e?l.tweens.length:0;if(a)return this;for(a=!0;t<n;t++)l.tweens[t].run(1);return e?(s.notifyWith(o,[l,1,0]),s.resolveWith(o,[l,e])):s.rejectWith(o,[l,e]),this}}),c=l.props;for(!function(e,t){var n,r,i,o,a;for(n in e)if(i=t[r=X(n)],o=e[n],Array.isArray(o)&&(i=o[1],o=e[n]=o[0]),n!==r&&(e[r]=o,delete e[n]),(a=S.cssHooks[r])&&"expand"in a)for(n in o=a.expand(o),delete e[r],o)n in e||(e[n]=o[n],t[n]=i);else t[r]=i}(c,l.opts.specialEasing);r<i;r++)if(n=lt.prefilters[r].call(l,o,c,l.opts))return m(n.stop)&&(S._queueHooks(l.elem,l.opts.queue).stop=n.stop.bind(n)),n;return S.map(c,ut,l),m(l.opts.start)&&l.opts.start.call(o,l),l.progress(l.opts.progress).done(l.opts.done,l.opts.complete).fail(l.opts.fail).always(l.opts.always),S.fx.timer(S.extend(u,{elem:o,anim:l,queue:l.opts.queue})),l}S.Animation=S.extend(lt,{tweeners:{"*":[function(e,t){var n=this.createTween(e,t);return se(n.elem,e,te.exec(t),n),n}]},tweener:function(e,t){m(e)?(t=e,e=["*"]):e=e.match(P);for(var n,r=0,i=e.length;r<i;r++)n=e[r],lt.tweeners[n]=lt.tweeners[n]||[],lt.tweeners[n].unshift(t)},prefilters:[function(e,t,n){var r,i,o,a,s,u,l,c,f="width"in t||"height"in t,p=this,d={},h=e.style,g=e.nodeType&&ae(e),v=Y.get(e,"fxshow");for(r in n.queue||(null==(a=S._queueHooks(e,"fx")).unqueued&&(a.unqueued=0,s=a.empty.fire,a.empty.fire=function(){a.unqueued||s()}),a.unqueued++,p.always(function(){p.always(function(){a.unqueued--,S.queue(e,"fx").length||a.empty.fire()})})),t)if(i=t[r],rt.test(i)){if(delete t[r],o=o||"toggle"===i,i===(g?"hide":"show")){if("show"!==i||!v||void 0===v[r])continue;g=!0}d[r]=v&&v[r]||S.style(e,r)}if((u=!S.isEmptyObject(t))||!S.isEmptyObject(d))for(r in f&&1===e.nodeType&&(n.overflow=[h.overflow,h.overflowX,h.overflowY],null==(l=v&&v.display)&&(l=Y.get(e,"display")),"none"===(c=S.css(e,"display"))&&(l?c=l:(le([e],!0),l=e.style.display||l,c=S.css(e,"display"),le([e]))),("inline"===c||"inline-block"===c&&null!=l)&&"none"===S.css(e,"float")&&(u||(p.done(function(){h.display=l}),null==l&&(c=h.display,l="none"===c?"":c)),h.display="inline-block")),n.overflow&&(h.overflow="hidden",p.always(function(){h.overflow=n.overflow[0],h.overflowX=n.overflow[1],h.overflowY=n.overflow[2]})),u=!1,d)u||(v?"hidden"in v&&(g=v.hidden):v=Y.access(e,"fxshow",{display:l}),o&&(v.hidden=!g),g&&le([e],!0),p.done(function(){for(r in g||le([e]),Y.remove(e,"fxshow"),d)S.style(e,r,d[r])})),u=ut(g?v[r]:0,r,p),r in v||(v[r]=u.start,g&&(u.end=u.start,u.start=0))}],prefilter:function(e,t){t?lt.prefilters.unshift(e):lt.prefilters.push(e)}}),S.speed=function(e,t,n){var r=e&&"object"==typeof e?S.extend({},e):{complete:n||!n&&t||m(e)&&e,duration:e,easing:n&&t||t&&!m(t)&&t};return S.fx.off?r.duration=0:"number"!=typeof r.duration&&(r.duration in S.fx.speeds?r.duration=S.fx.speeds[r.duration]:r.duration=S.fx.speeds._default),null!=r.queue&&!0!==r.queue||(r.queue="fx"),r.old=r.complete,r.complete=function(){m(r.old)&&r.old.call(this),r.queue&&S.dequeue(this,r.queue)},r},S.fn.extend({fadeTo:function(e,t,n,r){return this.filter(ae).css("opacity",0).show().end().animate({opacity:t},e,n,r)},animate:function(t,e,n,r){var i=S.isEmptyObject(t),o=S.speed(e,n,r),a=function(){var e=lt(this,S.extend({},t),o);(i||Y.get(this,"finish"))&&e.stop(!0)};return a.finish=a,i||!1===o.queue?this.each(a):this.queue(o.queue,a)},stop:function(i,e,o){var a=function(e){var t=e.stop;delete e.stop,t(o)};return"string"!=typeof i&&(o=e,e=i,i=void 0),e&&this.queue(i||"fx",[]),this.each(function(){var e=!0,t=null!=i&&i+"queueHooks",n=S.timers,r=Y.get(this);if(t)r[t]&&r[t].stop&&a(r[t]);else for(t in r)r[t]&&r[t].stop&&it.test(t)&&a(r[t]);for(t=n.length;t--;)n[t].elem!==this||null!=i&&n[t].queue!==i||(n[t].anim.stop(o),e=!1,n.splice(t,1));!e&&o||S.dequeue(this,i)})},finish:function(a){return!1!==a&&(a=a||"fx"),this.each(function(){var e,t=Y.get(this),n=t[a+"queue"],r=t[a+"queueHooks"],i=S.timers,o=n?n.length:0;for(t.finish=!0,S.queue(this,a,[]),r&&r.stop&&r.stop.call(this,!0),e=i.length;e--;)i[e].elem===this&&i[e].queue===a&&(i[e].anim.stop(!0),i.splice(e,1));for(e=0;e<o;e++)n[e]&&n[e].finish&&n[e].finish.call(this);delete t.finish})}}),S.each(["toggle","show","hide"],function(e,r){var i=S.fn[r];S.fn[r]=function(e,t,n){return null==e||"boolean"==typeof e?i.apply(this,arguments):this.animate(st(r,!0),e,t,n)}}),S.each({slideDown:st("show"),slideUp:st("hide"),slideToggle:st("toggle"),fadeIn:{opacity:"show"},fadeOut:{opacity:"hide"},fadeToggle:{opacity:"toggle"}},function(e,r){S.fn[e]=function(e,t,n){return this.animate(r,e,t,n)}}),S.timers=[],S.fx.tick=function(){var e,t=0,n=S.timers;for(Ze=Date.now();t<n.length;t++)(e=n[t])()||n[t]!==e||n.splice(t--,1);n.length||S.fx.stop(),Ze=void 0},S.fx.timer=function(e){S.timers.push(e),S.fx.start()},S.fx.interval=13,S.fx.start=function(){et||(et=!0,ot())},S.fx.stop=function(){et=null},S.fx.speeds={slow:600,fast:200,_default:400},S.fn.delay=function(r,e){return r=S.fx&&S.fx.speeds[r]||r,e=e||"fx",this.queue(e,function(e,t){var n=C.setTimeout(e,r);t.stop=function(){C.clearTimeout(n)}})},tt=E.createElement("input"),nt=E.createElement("select").appendChild(E.createElement("option")),tt.type="checkbox",y.checkOn=""!==tt.value,y.optSelected=nt.selected,(tt=E.createElement("input")).value="t",tt.type="radio",y.radioValue="t"===tt.value;var ct,ft=S.expr.attrHandle;S.fn.extend({attr:function(e,t){return $(this,S.attr,e,t,1<arguments.length)},removeAttr:function(e){return this.each(function(){S.removeAttr(this,e)})}}),S.extend({attr:function(e,t,n){var r,i,o=e.nodeType;if(3!==o&&8!==o&&2!==o)return"undefined"==typeof e.getAttribute?S.prop(e,t,n):(1===o&&S.isXMLDoc(e)||(i=S.attrHooks[t.toLowerCase()]||(S.expr.match.bool.test(t)?ct:void 0)),void 0!==n?null===n?void S.removeAttr(e,t):i&&"set"in i&&void 0!==(r=i.set(e,n,t))?r:(e.setAttribute(t,n+""),n):i&&"get"in i&&null!==(r=i.get(e,t))?r:null==(r=S.find.attr(e,t))?void 0:r)},attrHooks:{type:{set:function(e,t){if(!y.radioValue&&"radio"===t&&A(e,"input")){var n=e.value;return e.setAttribute("type",t),n&&(e.value=n),t}}}},removeAttr:function(e,t){var n,r=0,i=t&&t.match(P);if(i&&1===e.nodeType)while(n=i[r++])e.removeAttribute(n)}}),ct={set:function(e,t,n){return!1===t?S.removeAttr(e,n):e.setAttribute(n,n),n}},S.each(S.expr.match.bool.source.match(/\w+/g),function(e,t){var a=ft[t]||S.find.attr;ft[t]=function(e,t,n){var r,i,o=t.toLowerCase();return n||(i=ft[o],ft[o]=r,r=null!=a(e,t,n)?o:null,ft[o]=i),r}});var pt=/^(?:input|select|textarea|button)$/i,dt=/^(?:a|area)$/i;function ht(e){return(e.match(P)||[]).join(" ")}function gt(e){return e.getAttribute&&e.getAttribute("class")||""}function vt(e){return Array.isArray(e)?e:"string"==typeof e&&e.match(P)||[]}S.fn.extend({prop:function(e,t){return $(this,S.prop,e,t,1<arguments.length)},removeProp:function(e){return this.each(function(){delete this[S.propFix[e]||e]})}}),S.extend({prop:function(e,t,n){var r,i,o=e.nodeType;if(3!==o&&8!==o&&2!==o)return 1===o&&S.isXMLDoc(e)||(t=S.propFix[t]||t,i=S.propHooks[t]),void 0!==n?i&&"set"in i&&void 0!==(r=i.set(e,n,t))?r:e[t]=n:i&&"get"in i&&null!==(r=i.get(e,t))?r:e[t]},propHooks:{tabIndex:{get:function(e){var t=S.find.attr(e,"tabindex");return t?parseInt(t,10):pt.test(e.nodeName)||dt.test(e.nodeName)&&e.href?0:-1}}},propFix:{"for":"htmlFor","class":"className"}}),y.optSelected||(S.propHooks.selected={get:function(e){var t=e.parentNode;return t&&t.parentNode&&t.parentNode.selectedIndex,null},set:function(e){var t=e.parentNode;t&&(t.selectedIndex,t.parentNode&&t.parentNode.selectedIndex)}}),S.each(["tabIndex","readOnly","maxLength","cellSpacing","cellPadding","rowSpan","colSpan","useMap","frameBorder","contentEditable"],function(){S.propFix[this.toLowerCase()]=this}),S.fn.extend({addClass:function(t){var e,n,r,i,o,a,s,u=0;if(m(t))return this.each(function(e){S(this).addClass(t.call(this,e,gt(this)))});if((e=vt(t)).length)while(n=this[u++])if(i=gt(n),r=1===n.nodeType&&" "+ht(i)+" "){a=0;while(o=e[a++])r.indexOf(" "+o+" ")<0&&(r+=o+" ");i!==(s=ht(r))&&n.setAttribute("class",s)}return this},removeClass:function(t){var e,n,r,i,o,a,s,u=0;if(m(t))return this.each(function(e){S(this).removeClass(t.call(this,e,gt(this)))});if(!arguments.length)return this.attr("class","");if((e=vt(t)).length)while(n=this[u++])if(i=gt(n),r=1===n.nodeType&&" "+ht(i)+" "){a=0;while(o=e[a++])while(-1<r.indexOf(" "+o+" "))r=r.replace(" "+o+" "," ");i!==(s=ht(r))&&n.setAttribute("class",s)}return this},toggleClass:function(i,t){var o=typeof i,a="string"===o||Array.isArray(i);return"boolean"==typeof t&&a?t?this.addClass(i):this.removeClass(i):m(i)?this.each(function(e){S(this).toggleClass(i.call(this,e,gt(this),t),t)}):this.each(function(){var e,t,n,r;if(a){t=0,n=S(this),r=vt(i);while(e=r[t++])n.hasClass(e)?n.removeClass(e):n.addClass(e)}else void 0!==i&&"boolean"!==o||((e=gt(this))&&Y.set(this,"__className__",e),this.setAttribute&&this.setAttribute("class",e||!1===i?"":Y.get(this,"__className__")||""))})},hasClass:function(e){var t,n,r=0;t=" "+e+" ";while(n=this[r++])if(1===n.nodeType&&-1<(" "+ht(gt(n))+" ").indexOf(t))return!0;return!1}});var yt=/\r/g;S.fn.extend({val:function(n){var r,e,i,t=this[0];return arguments.length?(i=m(n),this.each(function(e){var t;1===this.nodeType&&(null==(t=i?n.call(this,e,S(this).val()):n)?t="":"number"==typeof t?t+="":Array.isArray(t)&&(t=S.map(t,function(e){return null==e?"":e+""})),(r=S.valHooks[this.type]||S.valHooks[this.nodeName.toLowerCase()])&&"set"in r&&void 0!==r.set(this,t,"value")||(this.value=t))})):t?(r=S.valHooks[t.type]||S.valHooks[t.nodeName.toLowerCase()])&&"get"in r&&void 0!==(e=r.get(t,"value"))?e:"string"==typeof(e=t.value)?e.replace(yt,""):null==e?"":e:void 0}}),S.extend({valHooks:{option:{get:function(e){var t=S.find.attr(e,"value");return null!=t?t:ht(S.text(e))}},select:{get:function(e){var t,n,r,i=e.options,o=e.selectedIndex,a="select-one"===e.type,s=a?null:[],u=a?o+1:i.length;for(r=o<0?u:a?o:0;r<u;r++)if(((n=i[r]).selected||r===o)&&!n.disabled&&(!n.parentNode.disabled||!A(n.parentNode,"optgroup"))){if(t=S(n).val(),a)return t;s.push(t)}return s},set:function(e,t){var n,r,i=e.options,o=S.makeArray(t),a=i.length;while(a--)((r=i[a]).selected=-1<S.inArray(S.valHooks.option.get(r),o))&&(n=!0);return n||(e.selectedIndex=-1),o}}}}),S.each(["radio","checkbox"],function(){S.valHooks[this]={set:function(e,t){if(Array.isArray(t))return e.checked=-1<S.inArray(S(e).val(),t)}},y.checkOn||(S.valHooks[this].get=function(e){return null===e.getAttribute("value")?"on":e.value})}),y.focusin="onfocusin"in C;var mt=/^(?:focusinfocus|focusoutblur)$/,xt=function(e){e.stopPropagation()};S.extend(S.event,{trigger:function(e,t,n,r){var i,o,a,s,u,l,c,f,p=[n||E],d=v.call(e,"type")?e.type:e,h=v.call(e,"namespace")?e.namespace.split("."):[];if(o=f=a=n=n||E,3!==n.nodeType&&8!==n.nodeType&&!mt.test(d+S.event.triggered)&&(-1<d.indexOf(".")&&(d=(h=d.split(".")).shift(),h.sort()),u=d.indexOf(":")<0&&"on"+d,(e=e[S.expando]?e:new S.Event(d,"object"==typeof e&&e)).isTrigger=r?2:3,e.namespace=h.join("."),e.rnamespace=e.namespace?new RegExp("(^|\\.)"+h.join("\\.(?:.*\\.|)")+"(\\.|$)"):null,e.result=void 0,e.target||(e.target=n),t=null==t?[e]:S.makeArray(t,[e]),c=S.event.special[d]||{},r||!c.trigger||!1!==c.trigger.apply(n,t))){if(!r&&!c.noBubble&&!x(n)){for(s=c.delegateType||d,mt.test(s+d)||(o=o.parentNode);o;o=o.parentNode)p.push(o),a=o;a===(n.ownerDocument||E)&&p.push(a.defaultView||a.parentWindow||C)}i=0;while((o=p[i++])&&!e.isPropagationStopped())f=o,e.type=1<i?s:c.bindType||d,(l=(Y.get(o,"events")||Object.create(null))[e.type]&&Y.get(o,"handle"))&&l.apply(o,t),(l=u&&o[u])&&l.apply&&V(o)&&(e.result=l.apply(o,t),!1===e.result&&e.preventDefault());return e.type=d,r||e.isDefaultPrevented()||c._default&&!1!==c._default.apply(p.pop(),t)||!V(n)||u&&m(n[d])&&!x(n)&&((a=n[u])&&(n[u]=null),S.event.triggered=d,e.isPropagationStopped()&&f.addEventListener(d,xt),n[d](),e.isPropagationStopped()&&f.removeEventListener(d,xt),S.event.triggered=void 0,a&&(n[u]=a)),e.result}},simulate:function(e,t,n){var r=S.extend(new S.Event,n,{type:e,isSimulated:!0});S.event.trigger(r,null,t)}}),S.fn.extend({trigger:function(e,t){return this.each(function(){S.event.trigger(e,t,this)})},triggerHandler:function(e,t){var n=this[0];if(n)return S.event.trigger(e,t,n,!0)}}),y.focusin||S.each({focus:"focusin",blur:"focusout"},function(n,r){var i=function(e){S.event.simulate(r,e.target,S.event.fix(e))};S.event.special[r]={setup:function(){var e=this.ownerDocument||this.document||this,t=Y.access(e,r);t||e.addEventListener(n,i,!0),Y.access(e,r,(t||0)+1)},teardown:function(){var e=this.ownerDocument||this.document||this,t=Y.access(e,r)-1;t?Y.access(e,r,t):(e.removeEventListener(n,i,!0),Y.remove(e,r))}}});var bt=C.location,wt={guid:Date.now()},Tt=/\?/;S.parseXML=function(e){var t,n;if(!e||"string"!=typeof e)return null;try{t=(new C.DOMParser).parseFromString(e,"text/xml")}catch(e){}return n=t&&t.getElementsByTagName("parsererror")[0],t&&!n||S.error("Invalid XML: "+(n?S.map(n.childNodes,function(e){return e.textContent}).join("\n"):e)),t};var Ct=/\[\]$/,Et=/\r?\n/g,St=/^(?:submit|button|image|reset|file)$/i,kt=/^(?:input|select|textarea|keygen)/i;function At(n,e,r,i){var t;if(Array.isArray(e))S.each(e,function(e,t){r||Ct.test(n)?i(n,t):At(n+"["+("object"==typeof t&&null!=t?e:"")+"]",t,r,i)});else if(r||"object"!==w(e))i(n,e);else for(t in e)At(n+"["+t+"]",e[t],r,i)}S.param=function(e,t){var n,r=[],i=function(e,t){var n=m(t)?t():t;r[r.length]=encodeURIComponent(e)+"="+encodeURIComponent(null==n?"":n)};if(null==e)return"";if(Array.isArray(e)||e.jquery&&!S.isPlainObject(e))S.each(e,function(){i(this.name,this.value)});else for(n in e)At(n,e[n],t,i);return r.join("&")},S.fn.extend({serialize:function(){return S.param(this.serializeArray())},serializeArray:function(){return this.map(function(){var e=S.prop(this,"elements");return e?S.makeArray(e):this}).filter(function(){var e=this.type;return this.name&&!S(this).is(":disabled")&&kt.test(this.nodeName)&&!St.test(e)&&(this.checked||!pe.test(e))}).map(function(e,t){var n=S(this).val();return null==n?null:Array.isArray(n)?S.map(n,function(e){return{name:t.name,value:e.replace(Et,"\r\n")}}):{name:t.name,value:n.replace(Et,"\r\n")}}).get()}});var Nt=/%20/g,jt=/#.*$/,Dt=/([?&])_=[^&]*/,qt=/^(.*?):[ \t]*([^\r\n]*)$/gm,Lt=/^(?:GET|HEAD)$/,Ht=/^\/\//,Ot={},Pt={},Rt="*/".concat("*"),Mt=E.createElement("a");function It(o){return function(e,t){"string"!=typeof e&&(t=e,e="*");var n,r=0,i=e.toLowerCase().match(P)||[];if(m(t))while(n=i[r++])"+"===n[0]?(n=n.slice(1)||"*",(o[n]=o[n]||[]).unshift(t)):(o[n]=o[n]||[]).push(t)}}function Wt(t,i,o,a){var s={},u=t===Pt;function l(e){var r;return s[e]=!0,S.each(t[e]||[],function(e,t){var n=t(i,o,a);return"string"!=typeof n||u||s[n]?u?!(r=n):void 0:(i.dataTypes.unshift(n),l(n),!1)}),r}return l(i.dataTypes[0])||!s["*"]&&l("*")}function Ft(e,t){var n,r,i=S.ajaxSettings.flatOptions||{};for(n in t)void 0!==t[n]&&((i[n]?e:r||(r={}))[n]=t[n]);return r&&S.extend(!0,e,r),e}Mt.href=bt.href,S.extend({active:0,lastModified:{},etag:{},ajaxSettings:{url:bt.href,type:"GET",isLocal:/^(?:about|app|app-storage|.+-extension|file|res|widget):$/.test(bt.protocol),global:!0,processData:!0,async:!0,contentType:"application/x-www-form-urlencoded; charset=UTF-8",accepts:{"*":Rt,text:"text/plain",html:"text/html",xml:"application/xml, text/xml",json:"application/json, text/javascript"},contents:{xml:/\bxml\b/,html:/\bhtml/,json:/\bjson\b/},responseFields:{xml:"responseXML",text:"responseText",json:"responseJSON"},converters:{"* text":String,"text html":!0,"text json":JSON.parse,"text xml":S.parseXML},flatOptions:{url:!0,context:!0}},ajaxSetup:function(e,t){return t?Ft(Ft(e,S.ajaxSettings),t):Ft(S.ajaxSettings,e)},ajaxPrefilter:It(Ot),ajaxTransport:It(Pt),ajax:function(e,t){"object"==typeof e&&(t=e,e=void 0),t=t||{};var c,f,p,n,d,r,h,g,i,o,v=S.ajaxSetup({},t),y=v.context||v,m=v.context&&(y.nodeType||y.jquery)?S(y):S.event,x=S.Deferred(),b=S.Callbacks("once memory"),w=v.statusCode||{},a={},s={},u="canceled",T={readyState:0,getResponseHeader:function(e){var t;if(h){if(!n){n={};while(t=qt.exec(p))n[t[1].toLowerCase()+" "]=(n[t[1].toLowerCase()+" "]||[]).concat(t[2])}t=n[e.toLowerCase()+" "]}return null==t?null:t.join(", ")},getAllResponseHeaders:function(){return h?p:null},setRequestHeader:function(e,t){return null==h&&(e=s[e.toLowerCase()]=s[e.toLowerCase()]||e,a[e]=t),this},overrideMimeType:function(e){return null==h&&(v.mimeType=e),this},statusCode:function(e){var t;if(e)if(h)T.always(e[T.status]);else for(t in e)w[t]=[w[t],e[t]];return this},abort:function(e){var t=e||u;return c&&c.abort(t),l(0,t),this}};if(x.promise(T),v.url=((e||v.url||bt.href)+"").replace(Ht,bt.protocol+"//"),v.type=t.method||t.type||v.method||v.type,v.dataTypes=(v.dataType||"*").toLowerCase().match(P)||[""],null==v.crossDomain){r=E.createElement("a");try{r.href=v.url,r.href=r.href,v.crossDomain=Mt.protocol+"//"+Mt.host!=r.protocol+"//"+r.host}catch(e){v.crossDomain=!0}}if(v.data&&v.processData&&"string"!=typeof v.data&&(v.data=S.param(v.data,v.traditional)),Wt(Ot,v,t,T),h)return T;for(i in(g=S.event&&v.global)&&0==S.active++&&S.event.trigger("ajaxStart"),v.type=v.type.toUpperCase(),v.hasContent=!Lt.test(v.type),f=v.url.replace(jt,""),v.hasContent?v.data&&v.processData&&0===(v.contentType||"").indexOf("application/x-www-form-urlencoded")&&(v.data=v.data.replace(Nt,"+")):(o=v.url.slice(f.length),v.data&&(v.processData||"string"==typeof v.data)&&(f+=(Tt.test(f)?"&":"?")+v.data,delete v.data),!1===v.cache&&(f=f.replace(Dt,"$1"),o=(Tt.test(f)?"&":"?")+"_="+wt.guid+++o),v.url=f+o),v.ifModified&&(S.lastModified[f]&&T.setRequestHeader("If-Modified-Since",S.lastModified[f]),S.etag[f]&&T.setRequestHeader("If-None-Match",S.etag[f])),(v.data&&v.hasContent&&!1!==v.contentType||t.contentType)&&T.setRequestHeader("Content-Type",v.contentType),T.setRequestHeader("Accept",v.dataTypes[0]&&v.accepts[v.dataTypes[0]]?v.accepts[v.dataTypes[0]]+("*"!==v.dataTypes[0]?", "+Rt+"; q=0.01":""):v.accepts["*"]),v.headers)T.setRequestHeader(i,v.headers[i]);if(v.beforeSend&&(!1===v.beforeSend.call(y,T,v)||h))return T.abort();if(u="abort",b.add(v.complete),T.done(v.success),T.fail(v.error),c=Wt(Pt,v,t,T)){if(T.readyState=1,g&&m.trigger("ajaxSend",[T,v]),h)return T;v.async&&0<v.timeout&&(d=C.setTimeout(function(){T.abort("timeout")},v.timeout));try{h=!1,c.send(a,l)}catch(e){if(h)throw e;l(-1,e)}}else l(-1,"No Transport");function l(e,t,n,r){var i,o,a,s,u,l=t;h||(h=!0,d&&C.clearTimeout(d),c=void 0,p=r||"",T.readyState=0<e?4:0,i=200<=e&&e<300||304===e,n&&(s=function(e,t,n){var r,i,o,a,s=e.contents,u=e.dataTypes;while("*"===u[0])u.shift(),void 0===r&&(r=e.mimeType||t.getResponseHeader("Content-Type"));if(r)for(i in s)if(s[i]&&s[i].test(r)){u.unshift(i);break}if(u[0]in n)o=u[0];else{for(i in n){if(!u[0]||e.converters[i+" "+u[0]]){o=i;break}a||(a=i)}o=o||a}if(o)return o!==u[0]&&u.unshift(o),n[o]}(v,T,n)),!i&&-1<S.inArray("script",v.dataTypes)&&S.inArray("json",v.dataTypes)<0&&(v.converters["text script"]=function(){}),s=function(e,t,n,r){var i,o,a,s,u,l={},c=e.dataTypes.slice();if(c[1])for(a in e.converters)l[a.toLowerCase()]=e.converters[a];o=c.shift();while(o)if(e.responseFields[o]&&(n[e.responseFields[o]]=t),!u&&r&&e.dataFilter&&(t=e.dataFilter(t,e.dataType)),u=o,o=c.shift())if("*"===o)o=u;else if("*"!==u&&u!==o){if(!(a=l[u+" "+o]||l["* "+o]))for(i in l)if((s=i.split(" "))[1]===o&&(a=l[u+" "+s[0]]||l["* "+s[0]])){!0===a?a=l[i]:!0!==l[i]&&(o=s[0],c.unshift(s[1]));break}if(!0!==a)if(a&&e["throws"])t=a(t);else try{t=a(t)}catch(e){return{state:"parsererror",error:a?e:"No conversion from "+u+" to "+o}}}return{state:"success",data:t}}(v,s,T,i),i?(v.ifModified&&((u=T.getResponseHeader("Last-Modified"))&&(S.lastModified[f]=u),(u=T.getResponseHeader("etag"))&&(S.etag[f]=u)),204===e||"HEAD"===v.type?l="nocontent":304===e?l="notmodified":(l=s.state,o=s.data,i=!(a=s.error))):(a=l,!e&&l||(l="error",e<0&&(e=0))),T.status=e,T.statusText=(t||l)+"",i?x.resolveWith(y,[o,l,T]):x.rejectWith(y,[T,l,a]),T.statusCode(w),w=void 0,g&&m.trigger(i?"ajaxSuccess":"ajaxError",[T,v,i?o:a]),b.fireWith(y,[T,l]),g&&(m.trigger("ajaxComplete",[T,v]),--S.active||S.event.trigger("ajaxStop")))}return T},getJSON:function(e,t,n){return S.get(e,t,n,"json")},getScript:function(e,t){return S.get(e,void 0,t,"script")}}),S.each(["get","post"],function(e,i){S[i]=function(e,t,n,r){return m(t)&&(r=r||n,n=t,t=void 0),S.ajax(S.extend({url:e,type:i,dataType:r,data:t,success:n},S.isPlainObject(e)&&e))}}),S.ajaxPrefilter(function(e){var t;for(t in e.headers)"content-type"===t.toLowerCase()&&(e.contentType=e.headers[t]||"")}),S._evalUrl=function(e,t,n){return S.ajax({url:e,type:"GET",dataType:"script",cache:!0,async:!1,global:!1,converters:{"text script":function(){}},dataFilter:function(e){S.globalEval(e,t,n)}})},S.fn.extend({wrapAll:function(e){var t;return this[0]&&(m(e)&&(e=e.call(this[0])),t=S(e,this[0].ownerDocument).eq(0).clone(!0),this[0].parentNode&&t.insertBefore(this[0]),t.map(function(){var e=this;while(e.firstElementChild)e=e.firstElementChild;return e}).append(this)),this},wrapInner:function(n){return m(n)?this.each(function(e){S(this).wrapInner(n.call(this,e))}):this.each(function(){var e=S(this),t=e.contents();t.length?t.wrapAll(n):e.append(n)})},wrap:function(t){var n=m(t);return this.each(function(e){S(this).wrapAll(n?t.call(this,e):t)})},unwrap:function(e){return this.parent(e).not("body").each(function(){S(this).replaceWith(this.childNodes)}),this}}),S.expr.pseudos.hidden=function(e){return!S.expr.pseudos.visible(e)},S.expr.pseudos.visible=function(e){return!!(e.offsetWidth||e.offsetHeight||e.getClientRects().length)},S.ajaxSettings.xhr=function(){try{return new C.XMLHttpRequest}catch(e){}};var Bt={0:200,1223:204},$t=S.ajaxSettings.xhr();y.cors=!!$t&&"withCredentials"in $t,y.ajax=$t=!!$t,S.ajaxTransport(function(i){var o,a;if(y.cors||$t&&!i.crossDomain)return{send:function(e,t){var n,r=i.xhr();if(r.open(i.type,i.url,i.async,i.username,i.password),i.xhrFields)for(n in i.xhrFields)r[n]=i.xhrFields[n];for(n in i.mimeType&&r.overrideMimeType&&r.overrideMimeType(i.mimeType),i.crossDomain||e["X-Requested-With"]||(e["X-Requested-With"]="XMLHttpRequest"),e)r.setRequestHeader(n,e[n]);o=function(e){return function(){o&&(o=a=r.onload=r.onerror=r.onabort=r.ontimeout=r.onreadystatechange=null,"abort"===e?r.abort():"error"===e?"number"!=typeof r.status?t(0,"error"):t(r.status,r.statusText):t(Bt[r.status]||r.status,r.statusText,"text"!==(r.responseType||"text")||"string"!=typeof r.responseText?{binary:r.response}:{text:r.responseText},r.getAllResponseHeaders()))}},r.onload=o(),a=r.onerror=r.ontimeout=o("error"),void 0!==r.onabort?r.onabort=a:r.onreadystatechange=function(){4===r.readyState&&C.setTimeout(function(){o&&a()})},o=o("abort");try{r.send(i.hasContent&&i.data||null)}catch(e){if(o)throw e}},abort:function(){o&&o()}}}),S.ajaxPrefilter(function(e){e.crossDomain&&(e.contents.script=!1)}),S.ajaxSetup({accepts:{script:"text/javascript, application/javascript, application/ecmascript, application/x-ecmascript"},contents:{script:/\b(?:java|ecma)script\b/},converters:{"text script":function(e){return S.globalEval(e),e}}}),S.ajaxPrefilter("script",function(e){void 0===e.cache&&(e.cache=!1),e.crossDomain&&(e.type="GET")}),S.ajaxTransport("script",function(n){var r,i;if(n.crossDomain||n.scriptAttrs)return{send:function(e,t){r=S("<script>").attr(n.scriptAttrs||{}).prop({charset:n.scriptCharset,src:n.url}).on("load error",i=function(e){r.remove(),i=null,e&&t("error"===e.type?404:200,e.type)}),E.head.appendChild(r[0])},abort:function(){i&&i()}}});var _t,zt=[],Ut=/(=)\?(?=&|$)|\?\?/;S.ajaxSetup({jsonp:"callback",jsonpCallback:function(){var e=zt.pop()||S.expando+"_"+wt.guid++;return this[e]=!0,e}}),S.ajaxPrefilter("json jsonp",function(e,t,n){var r,i,o,a=!1!==e.jsonp&&(Ut.test(e.url)?"url":"string"==typeof e.data&&0===(e.contentType||"").indexOf("application/x-www-form-urlencoded")&&Ut.test(e.data)&&"data");if(a||"jsonp"===e.dataTypes[0])return r=e.jsonpCallback=m(e.jsonpCallback)?e.jsonpCallback():e.jsonpCallback,a?e[a]=e[a].replace(Ut,"$1"+r):!1!==e.jsonp&&(e.url+=(Tt.test(e.url)?"&":"?")+e.jsonp+"="+r),e.converters["script json"]=function(){return o||S.error(r+" was not called"),o[0]},e.dataTypes[0]="json",i=C[r],C[r]=function(){o=arguments},n.always(function(){void 0===i?S(C).removeProp(r):C[r]=i,e[r]&&(e.jsonpCallback=t.jsonpCallback,zt.push(r)),o&&m(i)&&i(o[0]),o=i=void 0}),"script"}),y.createHTMLDocument=((_t=E.implementation.createHTMLDocument("").body).innerHTML="<form></form><form></form>",2===_t.childNodes.length),S.parseHTML=function(e,t,n){return"string"!=typeof e?[]:("boolean"==typeof t&&(n=t,t=!1),t||(y.createHTMLDocument?((r=(t=E.implementation.createHTMLDocument("")).createElement("base")).href=E.location.href,t.head.appendChild(r)):t=E),o=!n&&[],(i=N.exec(e))?[t.createElement(i[1])]:(i=xe([e],t,o),o&&o.length&&S(o).remove(),S.merge([],i.childNodes)));var r,i,o},S.fn.load=function(e,t,n){var r,i,o,a=this,s=e.indexOf(" ");return-1<s&&(r=ht(e.slice(s)),e=e.slice(0,s)),m(t)?(n=t,t=void 0):t&&"object"==typeof t&&(i="POST"),0<a.length&&S.ajax({url:e,type:i||"GET",dataType:"html",data:t}).done(function(e){o=arguments,a.html(r?S("<div>").append(S.parseHTML(e)).find(r):e)}).always(n&&function(e,t){a.each(function(){n.apply(this,o||[e.responseText,t,e])})}),this},S.expr.pseudos.animated=function(t){return S.grep(S.timers,function(e){return t===e.elem}).length},S.offset={setOffset:function(e,t,n){var r,i,o,a,s,u,l=S.css(e,"position"),c=S(e),f={};"static"===l&&(e.style.position="relative"),s=c.offset(),o=S.css(e,"top"),u=S.css(e,"left"),("absolute"===l||"fixed"===l)&&-1<(o+u).indexOf("auto")?(a=(r=c.position()).top,i=r.left):(a=parseFloat(o)||0,i=parseFloat(u)||0),m(t)&&(t=t.call(e,n,S.extend({},s))),null!=t.top&&(f.top=t.top-s.top+a),null!=t.left&&(f.left=t.left-s.left+i),"using"in t?t.using.call(e,f):c.css(f)}},S.fn.extend({offset:function(t){if(arguments.length)return void 0===t?this:this.each(function(e){S.offset.setOffset(this,t,e)});var e,n,r=this[0];return r?r.getClientRects().length?(e=r.getBoundingClientRect(),n=r.ownerDocument.defaultView,{top:e.top+n.pageYOffset,left:e.left+n.pageXOffset}):{top:0,left:0}:void 0},position:function(){if(this[0]){var e,t,n,r=this[0],i={top:0,left:0};if("fixed"===S.css(r,"position"))t=r.getBoundingClientRect();else{t=this.offset(),n=r.ownerDocument,e=r.offsetParent||n.documentElement;while(e&&(e===n.body||e===n.documentElement)&&"static"===S.css(e,"position"))e=e.parentNode;e&&e!==r&&1===e.nodeType&&((i=S(e).offset()).top+=S.css(e,"borderTopWidth",!0),i.left+=S.css(e,"borderLeftWidth",!0))}return{top:t.top-i.top-S.css(r,"marginTop",!0),left:t.left-i.left-S.css(r,"marginLeft",!0)}}},offsetParent:function(){return this.map(function(){var e=this.offsetParent;while(e&&"static"===S.css(e,"position"))e=e.offsetParent;return e||re})}}),S.each({scrollLeft:"pageXOffset",scrollTop:"pageYOffset"},function(t,i){var o="pageYOffset"===i;S.fn[t]=function(e){return $(this,function(e,t,n){var r;if(x(e)?r=e:9===e.nodeType&&(r=e.defaultView),void 0===n)return r?r[i]:e[t];r?r.scrollTo(o?r.pageXOffset:n,o?n:r.pageYOffset):e[t]=n},t,e,arguments.length)}}),S.each(["top","left"],function(e,n){S.cssHooks[n]=Fe(y.pixelPosition,function(e,t){if(t)return t=We(e,n),Pe.test(t)?S(e).position()[n]+"px":t})}),S.each({Height:"height",Width:"width"},function(a,s){S.each({padding:"inner"+a,content:s,"":"outer"+a},function(r,o){S.fn[o]=function(e,t){var n=arguments.length&&(r||"boolean"!=typeof e),i=r||(!0===e||!0===t?"margin":"border");return $(this,function(e,t,n){var r;return x(e)?0===o.indexOf("outer")?e["inner"+a]:e.document.documentElement["client"+a]:9===e.nodeType?(r=e.documentElement,Math.max(e.body["scroll"+a],r["scroll"+a],e.body["offset"+a],r["offset"+a],r["client"+a])):void 0===n?S.css(e,t,i):S.style(e,t,n,i)},s,n?e:void 0,n)}})}),S.each(["ajaxStart","ajaxStop","ajaxComplete","ajaxError","ajaxSuccess","ajaxSend"],function(e,t){S.fn[t]=function(e){return this.on(t,e)}}),S.fn.extend({bind:function(e,t,n){return this.on(e,null,t,n)},unbind:function(e,t){return this.off(e,null,t)},delegate:function(e,t,n,r){return this.on(t,e,n,r)},undelegate:function(e,t,n){return 1===arguments.length?this.off(e,"**"):this.off(t,e||"**",n)},hover:function(e,t){return this.mouseenter(e).mouseleave(t||e)}}),S.each("blur focus focusin focusout resize scroll click dblclick mousedown mouseup mousemove mouseover mouseout mouseenter mouseleave change select submit keydown keypress keyup contextmenu".split(" "),function(e,n){S.fn[n]=function(e,t){return 0<arguments.length?this.on(n,null,e,t):this.trigger(n)}});var Xt=/^[\s\uFEFF\xA0]+|[\s\uFEFF\xA0]+$/g;S.proxy=function(e,t){var n,r,i;if("string"==typeof t&&(n=e[t],t=e,e=n),m(e))return r=s.call(arguments,2),(i=function(){return e.apply(t||this,r.concat(s.call(arguments)))}).guid=e.guid=e.guid||S.guid++,i},S.holdReady=function(e){e?S.readyWait++:S.ready(!0)},S.isArray=Array.isArray,S.parseJSON=JSON.parse,S.nodeName=A,S.isFunction=m,S.isWindow=x,S.camelCase=X,S.type=w,S.now=Date.now,S.isNumeric=function(e){var t=S.type(e);return("number"===t||"string"===t)&&!isNaN(e-parseFloat(e))},S.trim=function(e){return null==e?"":(e+"").replace(Xt,"")},"function"==typeof define&&define.amd&&define("jquery",[],function(){return S});var Vt=C.jQuery,Gt=C.$;return S.noConflict=function(e){return C.$===S&&(C.$=Gt),e&&C.jQuery===S&&(C.jQuery=Vt),S},"undefined"==typeof e&&(C.jQuery=C.$=S),S});
"></script> <meta name="viewport" content="width=device-width, initial-scale=1" /> <link href="data:text/css,html%7Bfont%2Dfamily%3Asans%2Dserif%3B%2Dwebkit%2Dtext%2Dsize%2Dadjust%3A100%25%3B%2Dms%2Dtext%2Dsize%2Dadjust%3A100%25%7Dbody%7Bmargin%3A0%7Darticle%2Caside%2Cdetails%2Cfigcaption%2Cfigure%2Cfooter%2Cheader%2Chgroup%2Cmain%2Cmenu%2Cnav%2Csection%2Csummary%7Bdisplay%3Ablock%7Daudio%2Ccanvas%2Cprogress%2Cvideo%7Bdisplay%3Ainline%2Dblock%3Bvertical%2Dalign%3Abaseline%7Daudio%3Anot%28%5Bcontrols%5D%29%7Bdisplay%3Anone%3Bheight%3A0%7D%5Bhidden%5D%2Ctemplate%7Bdisplay%3Anone%7Da%7Bbackground%2Dcolor%3Atransparent%7Da%3Aactive%2Ca%3Ahover%7Boutline%3A0%7Dabbr%5Btitle%5D%7Bborder%2Dbottom%3A1px%20dotted%7Db%2Cstrong%7Bfont%2Dweight%3A700%7Ddfn%7Bfont%2Dstyle%3Aitalic%7Dh1%7Bmargin%3A%2E67em%200%3Bfont%2Dsize%3A2em%7Dmark%7Bcolor%3A%23000%3Bbackground%3A%23ff0%7Dsmall%7Bfont%2Dsize%3A80%25%7Dsub%2Csup%7Bposition%3Arelative%3Bfont%2Dsize%3A75%25%3Bline%2Dheight%3A0%3Bvertical%2Dalign%3Abaseline%7Dsup%7Btop%3A%2D%2E5em%7Dsub%7Bbottom%3A%2D%2E25em%7Dimg%7Bborder%3A0%7Dsvg%3Anot%28%3Aroot%29%7Boverflow%3Ahidden%7Dfigure%7Bmargin%3A1em%2040px%7Dhr%7Bheight%3A0%3B%2Dwebkit%2Dbox%2Dsizing%3Acontent%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Acontent%2Dbox%3Bbox%2Dsizing%3Acontent%2Dbox%7Dpre%7Boverflow%3Aauto%7Dcode%2Ckbd%2Cpre%2Csamp%7Bfont%2Dfamily%3Amonospace%2Cmonospace%3Bfont%2Dsize%3A1em%7Dbutton%2Cinput%2Coptgroup%2Cselect%2Ctextarea%7Bmargin%3A0%3Bfont%3Ainherit%3Bcolor%3Ainherit%7Dbutton%7Boverflow%3Avisible%7Dbutton%2Cselect%7Btext%2Dtransform%3Anone%7Dbutton%2Chtml%20input%5Btype%3Dbutton%5D%2Cinput%5Btype%3Dreset%5D%2Cinput%5Btype%3Dsubmit%5D%7B%2Dwebkit%2Dappearance%3Abutton%3Bcursor%3Apointer%7Dbutton%5Bdisabled%5D%2Chtml%20input%5Bdisabled%5D%7Bcursor%3Adefault%7Dbutton%3A%3A%2Dmoz%2Dfocus%2Dinner%2Cinput%3A%3A%2Dmoz%2Dfocus%2Dinner%7Bpadding%3A0%3Bborder%3A0%7Dinput%7Bline%2Dheight%3Anormal%7Dinput%5Btype%3Dcheckbox%5D%2Cinput%5Btype%3Dradio%5D%7B%2Dwebkit%2Dbox%2Dsizing%3Aborder%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Aborder%2Dbox%3Bbox%2Dsizing%3Aborder%2Dbox%3Bpadding%3A0%7Dinput%5Btype%3Dnumber%5D%3A%3A%2Dwebkit%2Dinner%2Dspin%2Dbutton%2Cinput%5Btype%3Dnumber%5D%3A%3A%2Dwebkit%2Douter%2Dspin%2Dbutton%7Bheight%3Aauto%7Dinput%5Btype%3Dsearch%5D%7B%2Dwebkit%2Dbox%2Dsizing%3Acontent%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Acontent%2Dbox%3Bbox%2Dsizing%3Acontent%2Dbox%3B%2Dwebkit%2Dappearance%3Atextfield%7Dinput%5Btype%3Dsearch%5D%3A%3A%2Dwebkit%2Dsearch%2Dcancel%2Dbutton%2Cinput%5Btype%3Dsearch%5D%3A%3A%2Dwebkit%2Dsearch%2Ddecoration%7B%2Dwebkit%2Dappearance%3Anone%7Dfieldset%7Bpadding%3A%2E35em%20%2E625em%20%2E75em%3Bmargin%3A0%202px%3Bborder%3A1px%20solid%20silver%7Dlegend%7Bpadding%3A0%3Bborder%3A0%7Dtextarea%7Boverflow%3Aauto%7Doptgroup%7Bfont%2Dweight%3A700%7Dtable%7Bborder%2Dspacing%3A0%3Bborder%2Dcollapse%3Acollapse%7Dtd%2Cth%7Bpadding%3A0%7D%40media%20print%7B%2A%2C%3Aafter%2C%3Abefore%7Bcolor%3A%23000%21important%3Btext%2Dshadow%3Anone%21important%3Bbackground%3A0%200%21important%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%21important%3Bbox%2Dshadow%3Anone%21important%7Da%2Ca%3Avisited%7Btext%2Ddecoration%3Aunderline%7Da%5Bhref%5D%3Aafter%7Bcontent%3A%22%20%28%22%20attr%28href%29%20%22%29%22%7Dabbr%5Btitle%5D%3Aafter%7Bcontent%3A%22%20%28%22%20attr%28title%29%20%22%29%22%7Da%5Bhref%5E%3D%22javascript%3A%22%5D%3Aafter%2Ca%5Bhref%5E%3D%22%23%22%5D%3Aafter%7Bcontent%3A%22%22%7Dblockquote%2Cpre%7Bborder%3A1px%20solid%20%23999%3Bpage%2Dbreak%2Dinside%3Aavoid%7Dthead%7Bdisplay%3Atable%2Dheader%2Dgroup%7Dimg%2Ctr%7Bpage%2Dbreak%2Dinside%3Aavoid%7Dimg%7Bmax%2Dwidth%3A100%25%21important%7Dh2%2Ch3%2Cp%7Borphans%3A3%3Bwidows%3A3%7Dh2%2Ch3%7Bpage%2Dbreak%2Dafter%3Aavoid%7D%2Enavbar%7Bdisplay%3Anone%7D%2Ebtn%3E%2Ecaret%2C%2Edropup%3E%2Ebtn%3E%2Ecaret%7Bborder%2Dtop%2Dcolor%3A%23000%21important%7D%2Elabel%7Bborder%3A1px%20solid%20%23000%7D%2Etable%7Bborder%2Dcollapse%3Acollapse%21important%7D%2Etable%20td%2C%2Etable%20th%7Bbackground%2Dcolor%3A%23fff%21important%7D%2Etable%2Dbordered%20td%2C%2Etable%2Dbordered%20th%7Bborder%3A1px%20solid%20%23ddd%21important%7D%7D%40font%2Dface%7Bfont%2Dfamily%3A%27Glyphicons%20Halflings%27%3Bsrc%3Aurl%28data%3Aapplication%2Fvnd%2Ems%2Dfontobject%3Bbase64%2Cn04AAEFNAAACAAIABAAAAAAABQAAAAAAAAABAJABAAAEAExQAAAAAAAAAAIAAAAAAAAAAAEAAAAAAAAAJxJ%2FLAAAAAAAAAAAAAAAAAAAAAAAACgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzAAAADgBSAGUAZwB1AGwAYQByAAAAeABWAGUAcgBzAGkAbwBuACAAMQAuADAAMAA5ADsAUABTACAAMAAwADEALgAwADAAOQA7AGgAbwB0AGMAbwBuAHYAIAAxAC4AMAAuADcAMAA7AG0AYQBrAGUAbwB0AGYALgBsAGkAYgAyAC4ANQAuADUAOAAzADIAOQAAADgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzACAAUgBlAGcAdQBsAGEAcgAAAAAAQlNHUAAAAAAAAAAAAAAAAAAAAAADAKncAE0TAE0ZAEbuFM3pjM%2FSEdmjKHUbyow8ATBE40IvWA3vTu8LiABDQ%2BpexwUMcm1SMnNryctQSiI1K5ZnbOlXKmnVV5YvRe6RnNMFNCOs1KNVpn6yZhCJkRtVRNzEufeIq7HgSrcx4S8h%2Fv4vnrrKc6oCNxmSk2uKlZQHBii6iKFoH0746ThvkO1kJHlxjrkxs%2BLWORaDQBEtiYJIR5IB9Bi1UyL4Rmr0BNigNkMzlKQmnofBHviqVzUxwdMb3NdCn69hy%2BpRYVKGVS%2F1tnsqv4LL7wCCPZZAZPT4aCShHjHJVNuXbmMrY5LeQaGnvAkXlVrJgKRAUdFjrWEah9XebPeQMj7KS7DIBAFt8ycgC5PLGUOHSE3ErGZCiViNLL5ZARfywnCoZaKQCu6NuFX42AEeKtKUGnr%2FCm2Cy8tpFhBPMW5Fxi4Qm4TkDWh4IWFDClhU2hRWosUWqcKLlgyXB%2BlSHaWaHiWlBAR8SeSgSPCQxdVQgzUixWKSTrIQEbU94viDctkvX%2BVSjJuUmV8L4CXShI11esnp0pjWNZIyxKHS4wVQ2ime1P4RnhvGw0aDN1OLAXGERsB7buFpFGGBAre4QEQR0HOIO5oYH305G%2BKspT%2FFupEGGafCCwxSe6ZUa%2B073rXHnNdVXE6eWvibUS27XtRzkH838mYLMBmYysZTM0EM3A1fbpCBYFccN1B%2FEnCYu%2FTgCGmr7bMh8GfYL%2BBfcLvB0gRagC09w9elfldaIy%2FhNCBLRgBgtCC7jAF63wLSMAfbfAlEggYU0bUA7ACCJmTDpEmJtI78w4%2FBO7dN7JR7J7ZvbYaUbaILSQsRBiF3HGk5fEg6p9unwLvn98r%2BvnsV%2B372uf1xBLq4qU%2F45fTuqaAP%2BpssmCCCTF0mhEow8ZXZOS8D7Q85JsxZ%2BAzok7B7O%2Ff6J8AzYBySZQB%2FQHYUSA%2BEeQhEWiS6AIQzgcsDiER4MjgMBAWDV4AgQ3g1eBgIdweCQmCjJEMkJ%2BPKRWyFHHmg1Wi%2F6xzUgA0LREoKJChwnQa9B%2B5RQZRB3IlBlkAnxyQNaANwHMowzlYSMCBgnbpzvqpl0iTJNCQidDI9ZrSYNIRBhHtUa5YHMHxyGEik9hDE0AKj72AbTCaxtHPUaKZdAZSnQTyjGqGLsmBStCejApUhg4uBMU6mATujEl%2BKdDPbI6Ag4vLr%2BhjY6lbjBeoLKnZl0UZgRX8gTySOeynZVz1wOq7e1hFGYIq%2BMhrGxDLak0PrwYzSXtcuyhXEhwOYofiW%2BEcI%2Fjw8P6IY6ed%2BetAbuqKp5QIapT77LnAe505lMuqL79a0ut4rWexzFttsOsLDy7zvtQzcq3U1qabe7tB0wHWVXji%2BzDbo8x8HyIRUbXnwUcklFv51fvTymiV%2BMXLSmGH9d9%2BaXpD5X6lao41anWGig7IwIdnoBY2ht%2FpO9mClLo4NdXHAsefqWUKlXJkbqPOFhMoR4aiA1BXqhRNbB2Xwi%2B7u%2FjpAoOpKJ0UX24EsrzMfHXViakCNcKjBxuQX8BO0ZqjJ3xXzf%2B61t2VXOSgJ8xu65QKgtN6FibPmPYsXbJRHHqbgATcSZxBqGiDiU4NNNsYBsKD0MIP%2FOfKnlk%2FLkaid%2FO2NbKeuQrwOB2Gq3YHyr6ALgzym5wIBnsdC1ZkoBFZSQXChZvlesPqvK2c5oHHT3Q65jYpNxnQcGF0EHbvYqoFw60WNlXIHQF2HQB7zD6lWjZ9rVqUKBXUT6hrkZOle0RFYII0V5ZYGl1JAP0Ud1fZZMvSomBzJ710j4Me8mjQDwEre5Uv2wQfk1ifDwb5ksuJQQ3xt423lbuQjvoIQByQrNDh1JxGFkOdlJvu%2FgFtuW0wR4cgd%2BZKesSV7QkNE2kw6AV4hoIuC02LGmTomyf8PiO6CZzOTLTPQ%2BHW06H%2Btx%2BbQ8LmDYg1pTFrp2oJXgkZTyeRJZM0C8aE2LpFrNVDuhARsN543%2FFV6klQ6Tv1OoZGXLv0igKrl%2FCmJxRmX7JJbJ998VSIPQRyDBICzl4JJlYHbdql30NvYcOuZ7a10uWRrgoieOdgIm4rlq6vNOQBuqESLbXG5lzdJGHw2m0sDYmODXbYGTfSTGRKpssTO95fothJCjUGQgEL4yKoGAF%2F0SrpUDNn8CBgBcSDQByAeNkCXp4S4Ro2Xh4OeaGRgR66PVOsU8bc6TR5%2FxTcn4IVMLOkXSWiXxkZQCbvKfmoAvQaKjO3EDKwkwqHChCDEM5loQRPd5ACBki1TjF772oaQhQbQ5C0lcWXPFOzrfsDGUXGrpxasbG4iab6eByaQkQfm0VFlP0ZsDkvvqCL6QXMUwCjdMx1ZOyKhTJ7a1GWAdOUcJ8RSejxNVyGs31OKMyRyBVoZFjqIkmKlLQ5eHMeEL4MkUf23cQ%2F1SgRCJ1dk4UdBT7OoyuNgLs0oCd8RnrEIb6QdMxT2QjD4zMrJkfgx5aDMcA4orsTtKCqWb%2FVeyceqa5OGSmB28YwH4rFbkQaLoUN8OQQYnD3w2eXpI4ScQfbCUZiJ4yMOIKLyyTc7BQ4uXUw6Ee6%2FxM%2B4Y67ngNBknxIPwuppgIhFcwJyr6EIj%2BLzNj%2FmfR2vhhRlx0BILZoAYruF0caWQ7YxO66UmeguDREAFHYuC7HJviRgVO6ruJH59h%2FC%2FPkgSle8xNzZJULLWq9JMDTE2fjGE146a1Us6PZDGYle6ldWRqn%2FpdpgHKNGrGIdkRK%2BKPETT9nKT6kLyDI8xd9A1FgWmXWRAIHwZ37WyZHOVyCadJEmMVz0MadMjDrPho%2BEIochkVC2xgGiwwsQ6DMv2P7UXqT4x7CdcYGId2BJQQa85EQKmCmwcRejQ9Bm4oATENFPkxPXILHpMPUyWTI5rjNOsIlmEeMbcOCEqInpXACYQ9DDxmFo9vcmsDblcMtg4tqBerNngkIKaFJmrQAPnq1dEzsMXcwjcHdfdCibcAxxA%2Bq%2Fj9m3LM%2FO7WJka4tSidVCjsvo2lQ%2F2ewyoYyXwAYyr2PlRoR5MpgVmSUIrM3PQxXPbgjBOaDQFIyFMJvx3Pc5RSYj12ySVF9fwFPQu2e2KWVoL9q3Ayv3IzpGHUdvdPdrNUdicjsTQ2ISy7QU3DrEytIjvbzJnAkmANXjAFERA0MUoPF3%2F5KFmW14bBNOhwircYgMqoDpUMcDtCmBE82QM2YtdjVLB4kBuKho%2FbcwQdeboqfQartuU3CsCf%2BcXkgYAqp%2F0Ee3RorAZt0AvvOCSI4JICIlGlsV0bsSid%2FNIEALAAzb6HAgyWHBps6xAOwkJIGcB82CxRQq4sJf3FzA70A%2BTRqcqjEMETCoez3mkPcpnoALs0ugJY8kQwrC%2BJE5ik3w9rzrvDRjAQnqgEVvdGrNwlanR0SOKWzxOJOvLJhcd8Cl4AshACUkv9czdMkJCVQSQhp6kp7StAlpVRpK0t0SW6LHeBJnE2QchB5Ccu8kxRghZXGIgZIiSj7gEKMJDClcnX6hgoqJMwiQDigIXg3ioFLCgDgjPtYHYpsF5EiA4kcnN18MZtOrY866dEQAb0FB34OGKHGZQjwW%2FWDHA60cYFaI%2FPjpzquUqdaYGcIq%2BmLez3WLFFCtNBN2QJcrlcoELgiPku5R5dSlJFaCEqEZle1AQzAKC%2B1SotMcBNyQUFuRHRF6OlimSBgjZeTBCwLyc6A%2BP%2FoFRchXTz5ADknYJHxzrJ5pGuIKRQISU6WyKTBBjD8WozmVYWIsto1AS5rxzKlvJu4E%2FvwOiKxRtCWsDM%2BeTHUrmwrCK5BIfMzGkD%2B0Fk5LzBs0jMYXktNDblB06LMNJ09U8pzSLmo14MS0OMjcdrZ31pyQqxJJpRImlSvfYAK8inkYU52QY2FPEVsjoWewpwhRp5yAuNpkqhdb7ku9Seefl2D0B8SMTFD90xi4CSOwwZy9IKkpMtI3FmFUg3%2FkFutpQGNc3pCR7gvC4sgwbupDu3DyEN%2BW6YGLNM21jpB49irxy9BSlHrVDlnihGKHwPrbVFtc%2Bh1rVQKZduxIyojccZIIcOCmhEnC7UkY68WXKQgLi2JCDQkQWJRQuk60hZp0D3rtCTINSeY9Ej2kIKYfGxwOs4j9qMM7fYZiipzgcf7TamnehqdhsiMiCawXnz4xAbyCkLAx5EGbo3Ax1u3dUIKnTxIaxwQTHehPl3V491H0%2BbC5zgpGz7Io%2BmjdhKlPJ01EeMpM7UsRJMi1nGjmJg35i6bQBAAxjO%2FENJubU2mg3ONySEoWklCwdABETcs7ck3jgiuU9pcKKpbgn%2B3YlzV1FzIkB6pmEDOSSyDfPPlQskznctFji0kpgZjW5RZe6x9kYT4KJcXg0bNiCyif%2BpZACCyRMmYsfiKmN9tSO65F0R2OO6ytlEhY5Sj6uRKfFxw0ijJaAx%2Fk3QgnAFSq27%2F2i4GEBA%2BUvTJKK%2F9eISNvG46Em5RZfjTYLdeD8kdXHyrwId%2FDQZUaMCY4gGbke2C8vfjgV%2FY9kkRQOJIn%2FxM9INZSpiBnqX0Q9GlQPpPKAyO5y%2BW5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W%2FN6l54qOynCqD3DpWQ%2BmpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE%2B7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv%2F8lbTIkkYpqKM9VOhp65ktYk%2BQ46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI%2BejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5%2B7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu%2Bvtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%2FiOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v%2B6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ%2FqDQK%2BbfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam%2BWpHG%2B0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3%2BJ1eCBay8IYZ0wQRKGAqvCuZ%2FUgbQPyllosq%2BXtfKIZOzmeJqRazpmmoP%2F76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t%2FI4Jktu0XSgifO2ozFOiwd%2F0SssJDn0dn4xqk4GDTTKX73%2FwQyBLdqgJ%2BWx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy%2FqqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh%2FwkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml%2FR4yrzow1Q2A5G%2Bkzo%2FRhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj%2FUMMc34IBqTKLDTp76WzL%2FdMjCxK7MjhiGjeYAC%2Fkj%2FjY%2FRde7hpSM1xChrog6yZ7OWTuD56xBJnGFE%2BpT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G%2B9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36%2FdBySis4m9%2FDR8izaLJW6bWCkVgm5T%2Bius3ZXq4xI%2BGnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te%2Fr4dPYMCl5qtiHNTn%2BTPbh1jCBHH%2BdMJNhwNgs3nT%2BOhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF%2BuRIWyXjQMAs2chdpaKPNaB%2BkSezYt0%2BCA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6%2FTzoA1%2FZBG9bIUVHLAbi%2FkdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh%2Bepgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF%2BzkJHIA7PwCDk1gGVmGUZSSoPhNf%2BTklauz98QofOlCIQ%2FtCD4dosHYPqtPCXB3agggQQIqQJsSkB%2Bqn0rkQ1toJjON%2FOtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU%2BTQ6NIw3ej%2BAtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb%2B%2BW6Uk4q6F7%2Frg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK%2BEfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l%2BwM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l%2BDMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg%2BEWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb%2BMw76Qy29iQ5up%2FX7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa%2FxnsMYcIO%2FvEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz%2FChp%2FVlpj2P7jJQmQRwGnltkTV5dbF9fE3%2FfxoSqTROgq9wFUlbuYzYcasE0ouzBo%2BdDCDzxKAfhbAZYxQiHrLzV2iVexnDX%2FQnT1fsT%2Fxuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR%2BCtGdkPwYN2o7DOw%2FVGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO%2Ff9Qua%2BpDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD%2FprQ84B1pVGkIpVUAHCG%2Biz3Bn3qm2AVrYcYWhock4jso5%2BJ7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk%2BUILT7%2BVoX5mdxxA5fS42gISQVi%2FHTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8%2F6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk%2FwdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt%2BSu9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ%2FBfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk%2Fgc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B%2F%2FlHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO%2BCvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd%2Fp1gi%2F07h8qfwHrByuSxglc9cI4QIg2oqvC%2Fqm0i7tjPLTgDhoWTAKDO2ONW5oe%2B%2FeKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2%2Fj4ODUwRkqrtBBCrDsDpt8jhZdXoy%2F1BCqw3sSGhgGGy0a5Jw6BP%2FTExoCmNFYjZl248A0osgPyGEmRA%2BfAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd%2FocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE%2FEZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ%2FUgd%2FJZQK8lvAm43uDRAbyW8gZ%2BZGq0EVerVGUKUSm%2FIdn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ%2BQATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm%2BoOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724%2BzUQ7%2BvkCpZB%2BpGA562hYQiDxHVWOq0oDQl%2FQsoiY%2BcuI7iWq%2FZIBtHcXJ7kks%2Bh2fCNUPA82BzjnqktNts%2BRLdk1VSu%2BtqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy%2F44XYXdI5noQoRcvjZ1RMPACRqYg2V1%2BOwOepcOknRLLFdYgTkT5UApt%2FJhLM3jeFYprZV%2BZow2g8fP%2BU68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr%2FA1SY9dXFz4RjzoU9ExfJCmx%2FI9FKEGT3n2cmzl2X42L3Jh%2BAbQq6sA%2BSs1kitoa4TAYgKHaoybHUDJ51oETdeI%2F9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB%2BUn44zExFE4vLytcu5NwpWrUxO%2F0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL%2BBDqMyaN3RJPh%2Fanbx%2BIv%2BqgQdAa3M9Z5JmvYlh4qop%2BHo1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs%2Bgs37sFvi0PPVvA5dnCBgILTwoKd%2F%2BDoL9F6inlM7H4rOTzD79KJgKlZO%2FZgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno%2BgBoKVXgIL%2FVI8dB1O5o%2FR3Suez%2FgD7M781ShjKpIIORM%2FnxG%2BjjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4%2FQftDbEn%2BAucIr1oxrLabRj9q4ae0%2BfXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd%2BeNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz%2F6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT%2BmAUmiYbV3YQVqFVp9dorv%2BTsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp%2BxJyYLv1OsxQCZwTB4a8BZ%2F5EdxTBJthApqyfd9u3ifr%2FWILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj%2Fqn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9%2BW8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4%2FYtowhEmTs0vrvlD%2FCrisnoBNDAcUi%2FteY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O%2F4DcgV%2FdZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk%2BtgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb%2Fn7qwhvGnrHuf5bX6Vh%2Fn3xffU3PeHdR%2BFA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E%2BYbfL0adwNtHP7dT7t7b46DVZIkzaRJOM%2BS6KcrzYVg%2BT3wSRFRQashjfU18NutrKa%2F7PXbtuJvpIjbgPeqd%2BpjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir%2F8tNXJ%2FOsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG%2BFZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx%2FGdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD%2FQi%2FEmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4%2FasthNMK5UQKCOhU97oaOYNGsTah%2BjfCKsZnTRn5TbhFX8ghg8CBYt%2FBjeYYYUrtUZ5jVij%2Fop7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM%2B3SW6Opll%2FwgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy%2BQbSKVJcqkia%2BGvDefFwMOmgnD7h81TUtMn%2BmRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d%2FQK7Cr4uoCeOQ7%2F8JfKT77KiDzLImESHw%2F0wf73QeHu74hxv7uihi4fTX%2BXEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo%2FoVH5ww5OzLFsiTPDns7fS6EURSSWd%2F92BxMYQ8sBaH%2Bj%2BwthQPdVgDGpTfi%2BJQIWMD8xKqULliRH01rTeyF8x8q%2FGBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE%2B%2F7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV%2FyTDRRP8Y2ww5RO6d2D94o%2B6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt%2Bkqdae76ViWe3STan69yaF9%2BfESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw%2FA1zEdjWquIsQXXGIVEH0thC5M%2BW9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF%2BRVmI8L4HUYk4x%2B67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8%2Fp5qIQrEo%2FH%2B1l%2F0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud%2BtJUfdaZ4CWNijzZtlRa8%2BCkmO%2FEwHYfPZFU%2FhzjFWH7vnzHRMo%2BaF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce%2F%2B%2F9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs%2FGWJS6SwEN%2FULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e%2BG2zor8l%2BYaMxSEomDdLHGcD6YVQPegTaA74H8%2BV4WvJkFUrjMLGLlvSZQWvi8%2FQA7yzQ8GPno%2F%2F5SJHRP%2FOqKObPCo81s%2F%2B6WgLqykYpGAgQZhVDEBPXWgU%2FWzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M%2BGWn6ASobIWC%2BLbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg%2Fkpf3%2BCnAXKiMgIE8Jk%2FMhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo%2BRJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B%2BSkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE%2BVMd3b1fhCynD0pQNhCG6%2FWCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp%2FYbHjo%2B%2B7%2FWj8S4YNa%2BZdqAw1hDrKWFXv9%2BzaXpf8ZTDSbiqsxnwN%2FCzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m%2FNCW%2FHILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO%2B5EJ7Z6bCiRoPedRZ%2FP0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn%2FLvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl%2B11PoFYnNv2HwAODeNRkHj%2B8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij%2BbsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur%2FeWHjiB7SOVdqMAVmpBvfRiebsFjger7DC%2B8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l%2BkXRZ0KLZaGsFSIdQz%2FHXDxf3%2FTE30%2BDgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH%2BRptvRMVRaahu4cySjS3P5wxAUCPkmn%2BrhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik%2FzbrTQk5KmgxCg%2Ff45L0jywebOWUYFJQAJia7XzCV0x89rpp%2Ff3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl%2B5tfUWZNwBpEPXghzbBggYCw%2Fdhy0ntds2yeHCDKkF%2FYxQjNIL%2FF%2F37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD%2BqNOhwMlfARQUdJ2tUX%2BMNJqOwIciWalZsmEjt07tfa8ma4cji9sqz%2BQ9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe%2BjGDiNJQLWnfx%2BdrTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf%2Fbkvo8PLVBsZl152y5S8%2BHRDfZIMCbYZ1WDp4yrdchOJw8k6R%2B%2F2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB%2BM4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5%2FiYp3ZdrCf7fL%2Ben%2BsIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv%2BNRiJc8JAKqqgCA%2FPNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN%2FhCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj%2BbYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5%2FzBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8%2Fi%2BjHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2%2BJrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk%2BMz7wwstg6RFZb%2BTZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm%2F7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk%2B9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx%2BwhVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC%2BXYuqMBMUun5YezKbRKmEPwuK%2BCLzijPEQgfhahQswBBLfg%2FGBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX%2BRCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk%2F4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug%2FAbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM%2BZu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX%2FpcsfwXbLze2%2BD%2Bu33OGBoJyAAL3jn3RuEcdp5If8O%2Ba4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT%2B%2Btm%2BhaBCikRUUMrMhYKZJKYoVuv%2FbsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV%2FDMUxd9uFZmBfKXMCn%2FSqkWJyKPnT6lq%2B4zBZni6fYRByJn6OK%2BOgPBGRAJluwGSk4wxjOOzyce%2FPKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO%2FcEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm%2BbddRQu5F9s0XftGEJ9JSuSk%2BZachCbdU45fEqbugzTIUokwoAKvpUQF%2FCvLbWW5BNQFqFkJg2f30E%2F48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J%2B1pT0tLkvFVZaNzfhs%2FKd3%2BA9YsImlO4XK4vpCo%2FelHQi%2F9gkFg07xxnuXLt21unCIpDV%2BbbRxb7FC6nWYTsMFF8%2B1LUg4JFjVt3vqbuhHmDKbgQ4e%2BRGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB%2FKVijd1ARWkFEf3yiUw1v%2FWaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G%2BZManTqDLPjyrOse7WiiwOJCG%2BJ0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj%2F6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j%2FN46f%2BS2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb%2F0jQbaHJ2YRK8A%2Bls6WMhWmpCXYG5jqapGs5%2FeOJErxi2%2F2KWVHiPellTgh%2FfNl%2F2KYPKb7DUcAg%2BmCOPQFCiU9Mq%2FWLcU1xxC8aLePFZZlE%2BPCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh%2FnFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW%2BoKFLvpyvTBMM69tN1Ydwv1LIEhHsC%2BueVG%2Bw%2BkyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw%2BH%2FAuOx%2BaH%2BtBL88H57D0MsqyiZxhOEQkF%2F8DR1d2hSPMj%2FsNOa5rxcUnBgH8ictv2J%2Bcb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd%2FPjMMtQfyDNZsOPd6XcAsnBE%2FmRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl%2FXPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG%2FVanIvcwycVA7%2BBE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP%2FMVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX%2F5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c%2FF1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J%2F5wkjpkre727p5PTRX5FGrSBIfJqhJE%2FIS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug%2BoRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U%2F5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7%2FBQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN%2BnA7pvF78%2FRII5ZHA09OAiE%2F66MF6HQ%2BqVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe%2BhXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz%2BJV%2F4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB%2BK3wBP%2FineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q%2F9uocGsx41O4IZhViw%2F2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY%2FcQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE%2Fom7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi%2FcaHSM3FPRGRf7dB7YC%2BcD2ho6oL2zGDCkjlf%2FDFoQVl8GS%2F56wur3rdV6ggtzZW60MRB3g%2BU1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg%2FgBQIZMG%2FYcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK%2FG7F3mUc3GOAKqh60zM0v34v%2BELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND%2B%2FGTk6M56Ig4yMsU6LUW1EWE%2BfIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP%2FIoRIZ%2FF6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg%2FRrPD%2Fd3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl%2BMu4xf0ezqeXD2PtPDnwMPo86sbwDV%2B9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD%2FOwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d%2FUfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH%2B14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC%2BOA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6%2BvAUUBoGhY3CT2tgwehdPqU%2F4Q7ZLYvhRl%2FogOvR9O2%2BwkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn%2FdFSWBWzQ%2FVYk%2BGezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n%2FyJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET%2FHh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j%2BDXfpi12m1RbzYLg9J2wFergEwOxFyD0%2FJstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT%2FcUP6pE%2FmujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB%2BHEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu%2BvqQ02%2BKpJBjaLt9ye1Ab%2BBbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC%2BUwkXOoAjneU%2FxHplMQo2cXUlrVNqJYczgYlaOEczVCs%2FOCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38%2BxsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9%2Bb8fH6%2Bb8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj%2F0Q7PFUcC8hDrxESWdfgFRm%2B7vvWbkEppHB4T%2F1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y%2Bg3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR%2FRrs%2FJLKXgEx%2BqkmeDlFOD1%2FyTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW%2Bxz%2B5FElFxWB28VjYIGZ0Yd%2B5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ%2BlT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ%2B2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1%2BJpI9psyNYIFuJogZa0%2F1AhOWdlHQxdAgbwacsHqPZo8u%2FngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2%2BRdM%2BMAaYaZ0Y%2FADkbNCZuAyAVQa2OcXOeICmDn9Q%2FeFkDeFQg5MgHEDXq%2FtVjj%2Bjtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2%2FBc0UxvseQCO2pQ2i%2BKrfhu%2FWeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt%2FU0Wf%2BphiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7%2BExseJauyqo30hs%2B1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j%2Fe1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la%2FQCTiVelFnU6O%2FGCvykqS%2FwZJDhKN9gBtSOp%2F1SP5VRgJcoVj%2Bkmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn%2B8p6%2BvBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H%2BgDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D%2FGvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P%2BjAgN5TB3haSifDcApp6yymEi6Ij%2FGsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x%2FpChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11%2Fyxyw0UnGig3MFdZklN5FI%2FqiT65T%2BjOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5%2BbqWiAYiAv6Jsf79%2FVUs4cIl%2Bn6%2BWOjcgB%2F2l5TreoAV2717JzZbQIR0W1cl%2FdEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW%2FPhoawJDrGAP0JYWHgAVUByo%2FbGdiv2T2EMg8gsS14%2FrAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq%2BSCcTSx5NDtbFwNlh8VhjGGDu7JG5%2FTAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9%2BogD8Kk%2FW7QoRN1UWPqM4%2BxdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c%2B4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS%2Bo3F8YVVeikw13w%2BOEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX%2B%2B7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9%2FO53DYi%2F5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD%2BP8sNh6e%2BXYHJXT%2FlkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp%2BpT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS%2F2ToPjqkaq62%2F7WFG8advGlRRqxB9diP07JrXowKR9tpRa%2BjGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq%2Bnsp3YMuXt%2FGkXxLx%2FP6%2BZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar%2BgMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud%2BYlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl%2Fzh575R5rsrmRnKAzq4POFdgbYBuEviM4%2BLVC15ssLNFghbTtHWerS1hDt5s4qkLUha%2FqpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI%2ByjEldJfSo4y0QhG4i4IwkRFGcjWY8%2BEzgYYJUK7BXQksLxAww%2FYYWBMhJILB9e8ePEJ4OP7z%2B4%2FwOQDl64iOYDp26DaONPxpKtBxq%2FaTzRGarm3VkPYTLJKx6Z%2FMw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ%2BlPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k%2FUuGkNpP1DBI5ch%2FEehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv%2BJ41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI%2BHYexTUevLUeta4%2FDqKrbMVS%2BYqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ%2B%2BKkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9%2FWx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k%2F90B8%2ByRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB%2FmQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go%2Fn6j0cS%2Ba2gEU8gIHJ%2BBwfgZX4GL%2BBd%2FgW34FZ%2BBS%2FgUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh%2FF062yJ7AAAAEDAWAAABWhJ%2BKPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg%29%3Bsrc%3Aurl%28data%3Aapplication%2Fvnd%2Ems%2Dfontobject%3Bbase64%2Cn04AAEFNAAACAAIABAAAAAAABQAAAAAAAAABAJABAAAEAExQAAAAAAAAAAIAAAAAAAAAAAEAAAAAAAAAJxJ%2FLAAAAAAAAAAAAAAAAAAAAAAAACgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzAAAADgBSAGUAZwB1AGwAYQByAAAAeABWAGUAcgBzAGkAbwBuACAAMQAuADAAMAA5ADsAUABTACAAMAAwADEALgAwADAAOQA7AGgAbwB0AGMAbwBuAHYAIAAxAC4AMAAuADcAMAA7AG0AYQBrAGUAbwB0AGYALgBsAGkAYgAyAC4ANQAuADUAOAAzADIAOQAAADgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzACAAUgBlAGcAdQBsAGEAcgAAAAAAQlNHUAAAAAAAAAAAAAAAAAAAAAADAKncAE0TAE0ZAEbuFM3pjM%2FSEdmjKHUbyow8ATBE40IvWA3vTu8LiABDQ%2BpexwUMcm1SMnNryctQSiI1K5ZnbOlXKmnVV5YvRe6RnNMFNCOs1KNVpn6yZhCJkRtVRNzEufeIq7HgSrcx4S8h%2Fv4vnrrKc6oCNxmSk2uKlZQHBii6iKFoH0746ThvkO1kJHlxjrkxs%2BLWORaDQBEtiYJIR5IB9Bi1UyL4Rmr0BNigNkMzlKQmnofBHviqVzUxwdMb3NdCn69hy%2BpRYVKGVS%2F1tnsqv4LL7wCCPZZAZPT4aCShHjHJVNuXbmMrY5LeQaGnvAkXlVrJgKRAUdFjrWEah9XebPeQMj7KS7DIBAFt8ycgC5PLGUOHSE3ErGZCiViNLL5ZARfywnCoZaKQCu6NuFX42AEeKtKUGnr%2FCm2Cy8tpFhBPMW5Fxi4Qm4TkDWh4IWFDClhU2hRWosUWqcKLlgyXB%2BlSHaWaHiWlBAR8SeSgSPCQxdVQgzUixWKSTrIQEbU94viDctkvX%2BVSjJuUmV8L4CXShI11esnp0pjWNZIyxKHS4wVQ2ime1P4RnhvGw0aDN1OLAXGERsB7buFpFGGBAre4QEQR0HOIO5oYH305G%2BKspT%2FFupEGGafCCwxSe6ZUa%2B073rXHnNdVXE6eWvibUS27XtRzkH838mYLMBmYysZTM0EM3A1fbpCBYFccN1B%2FEnCYu%2FTgCGmr7bMh8GfYL%2BBfcLvB0gRagC09w9elfldaIy%2FhNCBLRgBgtCC7jAF63wLSMAfbfAlEggYU0bUA7ACCJmTDpEmJtI78w4%2FBO7dN7JR7J7ZvbYaUbaILSQsRBiF3HGk5fEg6p9unwLvn98r%2BvnsV%2B372uf1xBLq4qU%2F45fTuqaAP%2BpssmCCCTF0mhEow8ZXZOS8D7Q85JsxZ%2BAzok7B7O%2Ff6J8AzYBySZQB%2FQHYUSA%2BEeQhEWiS6AIQzgcsDiER4MjgMBAWDV4AgQ3g1eBgIdweCQmCjJEMkJ%2BPKRWyFHHmg1Wi%2F6xzUgA0LREoKJChwnQa9B%2B5RQZRB3IlBlkAnxyQNaANwHMowzlYSMCBgnbpzvqpl0iTJNCQidDI9ZrSYNIRBhHtUa5YHMHxyGEik9hDE0AKj72AbTCaxtHPUaKZdAZSnQTyjGqGLsmBStCejApUhg4uBMU6mATujEl%2BKdDPbI6Ag4vLr%2BhjY6lbjBeoLKnZl0UZgRX8gTySOeynZVz1wOq7e1hFGYIq%2BMhrGxDLak0PrwYzSXtcuyhXEhwOYofiW%2BEcI%2Fjw8P6IY6ed%2BetAbuqKp5QIapT77LnAe505lMuqL79a0ut4rWexzFttsOsLDy7zvtQzcq3U1qabe7tB0wHWVXji%2BzDbo8x8HyIRUbXnwUcklFv51fvTymiV%2BMXLSmGH9d9%2BaXpD5X6lao41anWGig7IwIdnoBY2ht%2FpO9mClLo4NdXHAsefqWUKlXJkbqPOFhMoR4aiA1BXqhRNbB2Xwi%2B7u%2FjpAoOpKJ0UX24EsrzMfHXViakCNcKjBxuQX8BO0ZqjJ3xXzf%2B61t2VXOSgJ8xu65QKgtN6FibPmPYsXbJRHHqbgATcSZxBqGiDiU4NNNsYBsKD0MIP%2FOfKnlk%2FLkaid%2FO2NbKeuQrwOB2Gq3YHyr6ALgzym5wIBnsdC1ZkoBFZSQXChZvlesPqvK2c5oHHT3Q65jYpNxnQcGF0EHbvYqoFw60WNlXIHQF2HQB7zD6lWjZ9rVqUKBXUT6hrkZOle0RFYII0V5ZYGl1JAP0Ud1fZZMvSomBzJ710j4Me8mjQDwEre5Uv2wQfk1ifDwb5ksuJQQ3xt423lbuQjvoIQByQrNDh1JxGFkOdlJvu%2FgFtuW0wR4cgd%2BZKesSV7QkNE2kw6AV4hoIuC02LGmTomyf8PiO6CZzOTLTPQ%2BHW06H%2Btx%2BbQ8LmDYg1pTFrp2oJXgkZTyeRJZM0C8aE2LpFrNVDuhARsN543%2FFV6klQ6Tv1OoZGXLv0igKrl%2FCmJxRmX7JJbJ998VSIPQRyDBICzl4JJlYHbdql30NvYcOuZ7a10uWRrgoieOdgIm4rlq6vNOQBuqESLbXG5lzdJGHw2m0sDYmODXbYGTfSTGRKpssTO95fothJCjUGQgEL4yKoGAF%2F0SrpUDNn8CBgBcSDQByAeNkCXp4S4Ro2Xh4OeaGRgR66PVOsU8bc6TR5%2FxTcn4IVMLOkXSWiXxkZQCbvKfmoAvQaKjO3EDKwkwqHChCDEM5loQRPd5ACBki1TjF772oaQhQbQ5C0lcWXPFOzrfsDGUXGrpxasbG4iab6eByaQkQfm0VFlP0ZsDkvvqCL6QXMUwCjdMx1ZOyKhTJ7a1GWAdOUcJ8RSejxNVyGs31OKMyRyBVoZFjqIkmKlLQ5eHMeEL4MkUf23cQ%2F1SgRCJ1dk4UdBT7OoyuNgLs0oCd8RnrEIb6QdMxT2QjD4zMrJkfgx5aDMcA4orsTtKCqWb%2FVeyceqa5OGSmB28YwH4rFbkQaLoUN8OQQYnD3w2eXpI4ScQfbCUZiJ4yMOIKLyyTc7BQ4uXUw6Ee6%2FxM%2B4Y67ngNBknxIPwuppgIhFcwJyr6EIj%2BLzNj%2FmfR2vhhRlx0BILZoAYruF0caWQ7YxO66UmeguDREAFHYuC7HJviRgVO6ruJH59h%2FC%2FPkgSle8xNzZJULLWq9JMDTE2fjGE146a1Us6PZDGYle6ldWRqn%2FpdpgHKNGrGIdkRK%2BKPETT9nKT6kLyDI8xd9A1FgWmXWRAIHwZ37WyZHOVyCadJEmMVz0MadMjDrPho%2BEIochkVC2xgGiwwsQ6DMv2P7UXqT4x7CdcYGId2BJQQa85EQKmCmwcRejQ9Bm4oATENFPkxPXILHpMPUyWTI5rjNOsIlmEeMbcOCEqInpXACYQ9DDxmFo9vcmsDblcMtg4tqBerNngkIKaFJmrQAPnq1dEzsMXcwjcHdfdCibcAxxA%2Bq%2Fj9m3LM%2FO7WJka4tSidVCjsvo2lQ%2F2ewyoYyXwAYyr2PlRoR5MpgVmSUIrM3PQxXPbgjBOaDQFIyFMJvx3Pc5RSYj12ySVF9fwFPQu2e2KWVoL9q3Ayv3IzpGHUdvdPdrNUdicjsTQ2ISy7QU3DrEytIjvbzJnAkmANXjAFERA0MUoPF3%2F5KFmW14bBNOhwircYgMqoDpUMcDtCmBE82QM2YtdjVLB4kBuKho%2FbcwQdeboqfQartuU3CsCf%2BcXkgYAqp%2F0Ee3RorAZt0AvvOCSI4JICIlGlsV0bsSid%2FNIEALAAzb6HAgyWHBps6xAOwkJIGcB82CxRQq4sJf3FzA70A%2BTRqcqjEMETCoez3mkPcpnoALs0ugJY8kQwrC%2BJE5ik3w9rzrvDRjAQnqgEVvdGrNwlanR0SOKWzxOJOvLJhcd8Cl4AshACUkv9czdMkJCVQSQhp6kp7StAlpVRpK0t0SW6LHeBJnE2QchB5Ccu8kxRghZXGIgZIiSj7gEKMJDClcnX6hgoqJMwiQDigIXg3ioFLCgDgjPtYHYpsF5EiA4kcnN18MZtOrY866dEQAb0FB34OGKHGZQjwW%2FWDHA60cYFaI%2FPjpzquUqdaYGcIq%2BmLez3WLFFCtNBN2QJcrlcoELgiPku5R5dSlJFaCEqEZle1AQzAKC%2B1SotMcBNyQUFuRHRF6OlimSBgjZeTBCwLyc6A%2BP%2FoFRchXTz5ADknYJHxzrJ5pGuIKRQISU6WyKTBBjD8WozmVYWIsto1AS5rxzKlvJu4E%2FvwOiKxRtCWsDM%2BeTHUrmwrCK5BIfMzGkD%2B0Fk5LzBs0jMYXktNDblB06LMNJ09U8pzSLmo14MS0OMjcdrZ31pyQqxJJpRImlSvfYAK8inkYU52QY2FPEVsjoWewpwhRp5yAuNpkqhdb7ku9Seefl2D0B8SMTFD90xi4CSOwwZy9IKkpMtI3FmFUg3%2FkFutpQGNc3pCR7gvC4sgwbupDu3DyEN%2BW6YGLNM21jpB49irxy9BSlHrVDlnihGKHwPrbVFtc%2Bh1rVQKZduxIyojccZIIcOCmhEnC7UkY68WXKQgLi2JCDQkQWJRQuk60hZp0D3rtCTINSeY9Ej2kIKYfGxwOs4j9qMM7fYZiipzgcf7TamnehqdhsiMiCawXnz4xAbyCkLAx5EGbo3Ax1u3dUIKnTxIaxwQTHehPl3V491H0%2BbC5zgpGz7Io%2BmjdhKlPJ01EeMpM7UsRJMi1nGjmJg35i6bQBAAxjO%2FENJubU2mg3ONySEoWklCwdABETcs7ck3jgiuU9pcKKpbgn%2B3YlzV1FzIkB6pmEDOSSyDfPPlQskznctFji0kpgZjW5RZe6x9kYT4KJcXg0bNiCyif%2BpZACCyRMmYsfiKmN9tSO65F0R2OO6ytlEhY5Sj6uRKfFxw0ijJaAx%2Fk3QgnAFSq27%2F2i4GEBA%2BUvTJKK%2F9eISNvG46Em5RZfjTYLdeD8kdXHyrwId%2FDQZUaMCY4gGbke2C8vfjgV%2FY9kkRQOJIn%2FxM9INZSpiBnqX0Q9GlQPpPKAyO5y%2BW5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W%2FN6l54qOynCqD3DpWQ%2BmpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE%2B7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv%2F8lbTIkkYpqKM9VOhp65ktYk%2BQ46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI%2BejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5%2B7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu%2Bvtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%2FiOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v%2B6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ%2FqDQK%2BbfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam%2BWpHG%2B0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3%2BJ1eCBay8IYZ0wQRKGAqvCuZ%2FUgbQPyllosq%2BXtfKIZOzmeJqRazpmmoP%2F76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t%2FI4Jktu0XSgifO2ozFOiwd%2F0SssJDn0dn4xqk4GDTTKX73%2FwQyBLdqgJ%2BWx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy%2FqqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh%2FwkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml%2FR4yrzow1Q2A5G%2Bkzo%2FRhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj%2FUMMc34IBqTKLDTp76WzL%2FdMjCxK7MjhiGjeYAC%2Fkj%2FjY%2FRde7hpSM1xChrog6yZ7OWTuD56xBJnGFE%2BpT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G%2B9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36%2FdBySis4m9%2FDR8izaLJW6bWCkVgm5T%2Bius3ZXq4xI%2BGnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te%2Fr4dPYMCl5qtiHNTn%2BTPbh1jCBHH%2BdMJNhwNgs3nT%2BOhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF%2BuRIWyXjQMAs2chdpaKPNaB%2BkSezYt0%2BCA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6%2FTzoA1%2FZBG9bIUVHLAbi%2FkdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh%2Bepgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF%2BzkJHIA7PwCDk1gGVmGUZSSoPhNf%2BTklauz98QofOlCIQ%2FtCD4dosHYPqtPCXB3agggQQIqQJsSkB%2Bqn0rkQ1toJjON%2FOtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU%2BTQ6NIw3ej%2BAtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb%2B%2BW6Uk4q6F7%2Frg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK%2BEfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l%2BwM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l%2BDMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg%2BEWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb%2BMw76Qy29iQ5up%2FX7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa%2FxnsMYcIO%2FvEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz%2FChp%2FVlpj2P7jJQmQRwGnltkTV5dbF9fE3%2FfxoSqTROgq9wFUlbuYzYcasE0ouzBo%2BdDCDzxKAfhbAZYxQiHrLzV2iVexnDX%2FQnT1fsT%2Fxuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR%2BCtGdkPwYN2o7DOw%2FVGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO%2Ff9Qua%2BpDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD%2FprQ84B1pVGkIpVUAHCG%2Biz3Bn3qm2AVrYcYWhock4jso5%2BJ7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk%2BUILT7%2BVoX5mdxxA5fS42gISQVi%2FHTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8%2F6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk%2FwdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt%2BSu9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ%2FBfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk%2Fgc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B%2F%2FlHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO%2BCvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd%2Fp1gi%2F07h8qfwHrByuSxglc9cI4QIg2oqvC%2Fqm0i7tjPLTgDhoWTAKDO2ONW5oe%2B%2FeKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2%2Fj4ODUwRkqrtBBCrDsDpt8jhZdXoy%2F1BCqw3sSGhgGGy0a5Jw6BP%2FTExoCmNFYjZl248A0osgPyGEmRA%2BfAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd%2FocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE%2FEZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ%2FUgd%2FJZQK8lvAm43uDRAbyW8gZ%2BZGq0EVerVGUKUSm%2FIdn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ%2BQATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm%2BoOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724%2BzUQ7%2BvkCpZB%2BpGA562hYQiDxHVWOq0oDQl%2FQsoiY%2BcuI7iWq%2FZIBtHcXJ7kks%2Bh2fCNUPA82BzjnqktNts%2BRLdk1VSu%2BtqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy%2F44XYXdI5noQoRcvjZ1RMPACRqYg2V1%2BOwOepcOknRLLFdYgTkT5UApt%2FJhLM3jeFYprZV%2BZow2g8fP%2BU68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr%2FA1SY9dXFz4RjzoU9ExfJCmx%2FI9FKEGT3n2cmzl2X42L3Jh%2BAbQq6sA%2BSs1kitoa4TAYgKHaoybHUDJ51oETdeI%2F9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB%2BUn44zExFE4vLytcu5NwpWrUxO%2F0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL%2BBDqMyaN3RJPh%2Fanbx%2BIv%2BqgQdAa3M9Z5JmvYlh4qop%2BHo1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs%2Bgs37sFvi0PPVvA5dnCBgILTwoKd%2F%2BDoL9F6inlM7H4rOTzD79KJgKlZO%2FZgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno%2BgBoKVXgIL%2FVI8dB1O5o%2FR3Suez%2FgD7M781ShjKpIIORM%2FnxG%2BjjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4%2FQftDbEn%2BAucIr1oxrLabRj9q4ae0%2BfXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd%2BeNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz%2F6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT%2BmAUmiYbV3YQVqFVp9dorv%2BTsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp%2BxJyYLv1OsxQCZwTB4a8BZ%2F5EdxTBJthApqyfd9u3ifr%2FWILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj%2Fqn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9%2BW8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4%2FYtowhEmTs0vrvlD%2FCrisnoBNDAcUi%2FteY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O%2F4DcgV%2FdZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk%2BtgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb%2Fn7qwhvGnrHuf5bX6Vh%2Fn3xffU3PeHdR%2BFA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E%2BYbfL0adwNtHP7dT7t7b46DVZIkzaRJOM%2BS6KcrzYVg%2BT3wSRFRQashjfU18NutrKa%2F7PXbtuJvpIjbgPeqd%2BpjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir%2F8tNXJ%2FOsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG%2BFZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx%2FGdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD%2FQi%2FEmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4%2FasthNMK5UQKCOhU97oaOYNGsTah%2BjfCKsZnTRn5TbhFX8ghg8CBYt%2FBjeYYYUrtUZ5jVij%2Fop7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM%2B3SW6Opll%2FwgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy%2BQbSKVJcqkia%2BGvDefFwMOmgnD7h81TUtMn%2BmRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d%2FQK7Cr4uoCeOQ7%2F8JfKT77KiDzLImESHw%2F0wf73QeHu74hxv7uihi4fTX%2BXEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo%2FoVH5ww5OzLFsiTPDns7fS6EURSSWd%2F92BxMYQ8sBaH%2Bj%2BwthQPdVgDGpTfi%2BJQIWMD8xKqULliRH01rTeyF8x8q%2FGBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE%2B%2F7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV%2FyTDRRP8Y2ww5RO6d2D94o%2B6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt%2Bkqdae76ViWe3STan69yaF9%2BfESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw%2FA1zEdjWquIsQXXGIVEH0thC5M%2BW9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF%2BRVmI8L4HUYk4x%2B67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8%2Fp5qIQrEo%2FH%2B1l%2F0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud%2BtJUfdaZ4CWNijzZtlRa8%2BCkmO%2FEwHYfPZFU%2FhzjFWH7vnzHRMo%2BaF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce%2F%2B%2F9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs%2FGWJS6SwEN%2FULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e%2BG2zor8l%2BYaMxSEomDdLHGcD6YVQPegTaA74H8%2BV4WvJkFUrjMLGLlvSZQWvi8%2FQA7yzQ8GPno%2F%2F5SJHRP%2FOqKObPCo81s%2F%2B6WgLqykYpGAgQZhVDEBPXWgU%2FWzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M%2BGWn6ASobIWC%2BLbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg%2Fkpf3%2BCnAXKiMgIE8Jk%2FMhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo%2BRJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B%2BSkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE%2BVMd3b1fhCynD0pQNhCG6%2FWCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp%2FYbHjo%2B%2B7%2FWj8S4YNa%2BZdqAw1hDrKWFXv9%2BzaXpf8ZTDSbiqsxnwN%2FCzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m%2FNCW%2FHILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO%2B5EJ7Z6bCiRoPedRZ%2FP0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn%2FLvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl%2B11PoFYnNv2HwAODeNRkHj%2B8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij%2BbsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur%2FeWHjiB7SOVdqMAVmpBvfRiebsFjger7DC%2B8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l%2BkXRZ0KLZaGsFSIdQz%2FHXDxf3%2FTE30%2BDgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH%2BRptvRMVRaahu4cySjS3P5wxAUCPkmn%2BrhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik%2FzbrTQk5KmgxCg%2Ff45L0jywebOWUYFJQAJia7XzCV0x89rpp%2Ff3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl%2B5tfUWZNwBpEPXghzbBggYCw%2Fdhy0ntds2yeHCDKkF%2FYxQjNIL%2FF%2F37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD%2BqNOhwMlfARQUdJ2tUX%2BMNJqOwIciWalZsmEjt07tfa8ma4cji9sqz%2BQ9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe%2BjGDiNJQLWnfx%2BdrTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf%2Fbkvo8PLVBsZl152y5S8%2BHRDfZIMCbYZ1WDp4yrdchOJw8k6R%2B%2F2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB%2BM4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5%2FiYp3ZdrCf7fL%2Ben%2BsIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv%2BNRiJc8JAKqqgCA%2FPNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN%2FhCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj%2BbYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5%2FzBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8%2Fi%2BjHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2%2BJrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk%2BMz7wwstg6RFZb%2BTZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm%2F7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk%2B9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx%2BwhVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC%2BXYuqMBMUun5YezKbRKmEPwuK%2BCLzijPEQgfhahQswBBLfg%2FGBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX%2BRCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk%2F4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug%2FAbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM%2BZu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX%2FpcsfwXbLze2%2BD%2Bu33OGBoJyAAL3jn3RuEcdp5If8O%2Ba4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT%2B%2Btm%2BhaBCikRUUMrMhYKZJKYoVuv%2FbsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV%2FDMUxd9uFZmBfKXMCn%2FSqkWJyKPnT6lq%2B4zBZni6fYRByJn6OK%2BOgPBGRAJluwGSk4wxjOOzyce%2FPKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO%2FcEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm%2BbddRQu5F9s0XftGEJ9JSuSk%2BZachCbdU45fEqbugzTIUokwoAKvpUQF%2FCvLbWW5BNQFqFkJg2f30E%2F48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J%2B1pT0tLkvFVZaNzfhs%2FKd3%2BA9YsImlO4XK4vpCo%2FelHQi%2F9gkFg07xxnuXLt21unCIpDV%2BbbRxb7FC6nWYTsMFF8%2B1LUg4JFjVt3vqbuhHmDKbgQ4e%2BRGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB%2FKVijd1ARWkFEf3yiUw1v%2FWaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G%2BZManTqDLPjyrOse7WiiwOJCG%2BJ0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj%2F6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j%2FN46f%2BS2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb%2F0jQbaHJ2YRK8A%2Bls6WMhWmpCXYG5jqapGs5%2FeOJErxi2%2F2KWVHiPellTgh%2FfNl%2F2KYPKb7DUcAg%2BmCOPQFCiU9Mq%2FWLcU1xxC8aLePFZZlE%2BPCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh%2FnFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW%2BoKFLvpyvTBMM69tN1Ydwv1LIEhHsC%2BueVG%2Bw%2BkyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw%2BH%2FAuOx%2BaH%2BtBL88H57D0MsqyiZxhOEQkF%2F8DR1d2hSPMj%2FsNOa5rxcUnBgH8ictv2J%2Bcb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd%2FPjMMtQfyDNZsOPd6XcAsnBE%2FmRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl%2FXPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG%2FVanIvcwycVA7%2BBE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP%2FMVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX%2F5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c%2FF1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J%2F5wkjpkre727p5PTRX5FGrSBIfJqhJE%2FIS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug%2BoRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U%2F5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7%2FBQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN%2BnA7pvF78%2FRII5ZHA09OAiE%2F66MF6HQ%2BqVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe%2BhXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz%2BJV%2F4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB%2BK3wBP%2FineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q%2F9uocGsx41O4IZhViw%2F2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY%2FcQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE%2Fom7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi%2FcaHSM3FPRGRf7dB7YC%2BcD2ho6oL2zGDCkjlf%2FDFoQVl8GS%2F56wur3rdV6ggtzZW60MRB3g%2BU1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg%2FgBQIZMG%2FYcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK%2FG7F3mUc3GOAKqh60zM0v34v%2BELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND%2B%2FGTk6M56Ig4yMsU6LUW1EWE%2BfIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP%2FIoRIZ%2FF6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg%2FRrPD%2Fd3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl%2BMu4xf0ezqeXD2PtPDnwMPo86sbwDV%2B9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD%2FOwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d%2FUfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH%2B14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC%2BOA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6%2BvAUUBoGhY3CT2tgwehdPqU%2F4Q7ZLYvhRl%2FogOvR9O2%2BwkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn%2FdFSWBWzQ%2FVYk%2BGezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n%2FyJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET%2FHh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j%2BDXfpi12m1RbzYLg9J2wFergEwOxFyD0%2FJstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT%2FcUP6pE%2FmujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB%2BHEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu%2BvqQ02%2BKpJBjaLt9ye1Ab%2BBbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC%2BUwkXOoAjneU%2FxHplMQo2cXUlrVNqJYczgYlaOEczVCs%2FOCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38%2BxsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9%2Bb8fH6%2Bb8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj%2F0Q7PFUcC8hDrxESWdfgFRm%2B7vvWbkEppHB4T%2F1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y%2Bg3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR%2FRrs%2FJLKXgEx%2BqkmeDlFOD1%2FyTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW%2Bxz%2B5FElFxWB28VjYIGZ0Yd%2B5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ%2BlT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ%2B2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1%2BJpI9psyNYIFuJogZa0%2F1AhOWdlHQxdAgbwacsHqPZo8u%2FngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2%2BRdM%2BMAaYaZ0Y%2FADkbNCZuAyAVQa2OcXOeICmDn9Q%2FeFkDeFQg5MgHEDXq%2FtVjj%2Bjtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2%2FBc0UxvseQCO2pQ2i%2BKrfhu%2FWeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt%2FU0Wf%2BphiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7%2BExseJauyqo30hs%2B1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j%2Fe1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la%2FQCTiVelFnU6O%2FGCvykqS%2FwZJDhKN9gBtSOp%2F1SP5VRgJcoVj%2Bkmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn%2B8p6%2BvBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H%2BgDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D%2FGvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P%2BjAgN5TB3haSifDcApp6yymEi6Ij%2FGsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x%2FpChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11%2Fyxyw0UnGig3MFdZklN5FI%2FqiT65T%2BjOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5%2BbqWiAYiAv6Jsf79%2FVUs4cIl%2Bn6%2BWOjcgB%2F2l5TreoAV2717JzZbQIR0W1cl%2FdEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW%2FPhoawJDrGAP0JYWHgAVUByo%2FbGdiv2T2EMg8gsS14%2FrAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq%2BSCcTSx5NDtbFwNlh8VhjGGDu7JG5%2FTAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9%2BogD8Kk%2FW7QoRN1UWPqM4%2BxdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c%2B4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS%2Bo3F8YVVeikw13w%2BOEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX%2B%2B7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9%2FO53DYi%2F5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD%2BP8sNh6e%2BXYHJXT%2FlkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp%2BpT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS%2F2ToPjqkaq62%2F7WFG8advGlRRqxB9diP07JrXowKR9tpRa%2BjGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq%2Bnsp3YMuXt%2FGkXxLx%2FP6%2BZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar%2BgMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud%2BYlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl%2Fzh575R5rsrmRnKAzq4POFdgbYBuEviM4%2BLVC15ssLNFghbTtHWerS1hDt5s4qkLUha%2FqpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI%2ByjEldJfSo4y0QhG4i4IwkRFGcjWY8%2BEzgYYJUK7BXQksLxAww%2FYYWBMhJILB9e8ePEJ4OP7z%2B4%2FwOQDl64iOYDp26DaONPxpKtBxq%2FaTzRGarm3VkPYTLJKx6Z%2FMw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ%2BlPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k%2FUuGkNpP1DBI5ch%2FEehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv%2BJ41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI%2BHYexTUevLUeta4%2FDqKrbMVS%2BYqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ%2B%2BKkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9%2FWx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k%2F90B8%2ByRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB%2FmQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go%2Fn6j0cS%2Ba2gEU8gIHJ%2BBwfgZX4GL%2BBd%2FgW34FZ%2BBS%2FgUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh%2FF062yJ7AAAAEDAWAAABWhJ%2BKPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg%29%20format%28%27embedded%2Dopentype%27%29%2Curl%28data%3Aapplication%2Ffont%2Dwoff%3Bbase64%2Cd09GRgABAAAAAFuAAA8AAAAAsVwAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAABGRlRNAAABWAAAABwAAAAcbSqX3EdERUYAAAF0AAAAHwAAACABRAAET1MvMgAAAZQAAABFAAAAYGe5a4ljbWFwAAAB3AAAAsAAAAZy2q3jgWN2dCAAAAScAAAABAAAAAQAKAL4Z2FzcAAABKAAAAAIAAAACP%2F%2FAANnbHlmAAAEqAAATRcAAJSkfV3Cb2hlYWQAAFHAAAAANAAAADYFTS%2FYaGhlYQAAUfQAAAAcAAAAJApEBBFobXR4AABSEAAAAU8AAAN00scgYGxvY2EAAFNgAAACJwAAAjBv%2B5XObWF4cAAAVYgAAAAgAAAAIAFqANhuYW1lAABVqAAAAZ4AAAOisyygm3Bvc3QAAFdIAAAELQAACtG6o%2BU1d2ViZgAAW3gAAAAGAAAABsMYVFAAAAABAAAAAMw9os8AAAAA0HaBdQAAAADQdnOXeNpjYGRgYOADYgkGEGBiYGRgZBQDkixgHgMABUgASgB42mNgZulmnMDAysDCzMN0gYGBIQpCMy5hMGLaAeQDpRCACYkd6h3ux%2BDAoPD%2FP%2FOB%2FwJAdSIM1UBhRiQlCgyMADGWCwwAAAB42u2UP2hTQRzHf5ekaVPExv6JjW3fvTQ0sa3QLA5xylBLgyBx0gzSWEUaXbIoBBQyCQGHLqXUqYNdtIIgIg5FHJxEtwqtpbnfaV1E1KFaSvX5vVwGEbW6OPngk8%2FvvXfv7pt3v4SImojIDw6BViKxRgIVBaZwVdSv%2BxvXA%2BIuzqcog2cOkkvDNE8Lbqs74k64i%2B5Sf3u8Z2AnIRLbyVCyTflVSEXVoEqrrMqrgiqqsqqqWQ5xlAc5zWOc5TwXucxVnuE5HdQhHdFRHdNJndZZndeFLc%2FzsKJLQ%2FWV6BcrCdWkwspVKZVROaw0qUqqoqZZcJhdTnGGxznHBS5xhad5VhNWCuturBTXKZ3RObuS98pb9c57k6ql9rp2v1as5deb1r6s9q1GV2IrHSt73T631424YXzjgPwqt%2BRn%2BVG%2BlRvyirwsS%2FKCPCfPytPypDwhj8mjctRZd9acF86y89x55jxxHjkPnXstXfbt%2FpNjj%2FnwXW%2BcHa6%2FSYvZ7yEwbDYazDcIgoUGzY3h2HtqgUcs1AFPWKgTXrRQF7xkoQhRf7uF9hPFeyzUTTSwY6EoUUJY6AC8bSGMS4Ys1Au3WaiPSGGsMtkdGH2rzJgYHAaYjxIwQqtB1CnYkEZ9BM6ALOpROAfyqI%2FDBQudgidBETXuqRIooz4DV0AV9UV4GsyivkTEyMMmw1UYGdhkuAYjA5sMGMvIwCbDDRgZeAz1TXgcmDy3YeRhk%2BcOjCxsMjyAkYFNhscwMrDJ8BQ2886gXoaRhedQvyTSkDZ7uA6HLLQBI5vGntAbGHugTc53cMxC7%2BE4SKL%2BACOzNpk3YWTWJid%2BiRo5NXIKM3fBItAPW55FdJLY3FeHBDr90606JCIU9Jk%2BMs3%2FY%2F8L8jUq3y79bJ%2F0%2F%2BROoP4v9v%2F4%2Fmj%2Bi7HBXUd0%2FelU6IHfHt8Aj9EPGAAoAvgAAAAB%2F%2F8AAnjaxb0JfBvVtTA%2BdxaN1hltI1m2ZVuSJVneLVlSHCdy9oTEWchqtrBEJRAgCYEsQNhC2EsbWmpI2dqkQBoSYgKlpaQthVL0yusrpW77aEubfq%2Fly%2BujvJampSTW5Dvnzmi1E%2Bjr%2F%2F3%2BXmbu3Llz77nnbuece865DMu0MAy5jGtiOEZkOp8lTNeUwyLP%2FDH%2BrEH41ZTDHAtB5lkOowWMPiwayNiUwwTjE46AI5xwhFrINPXYn%2F7ENY0dbWHfZAiTZbL8ID%2FInAd5xz2NpIH4STpDGonHIJNE3OP1KG4ISaSNeBuITAyRLgIxoiEUhFAnmUpEiXSRSGqAQEw0kuyFUIb0k2gnGSApyBFi0il2SI5YLGb5MdFjXCey4mNHzQ7WwLGEdZiPPgYR64we8THZHAt%2BwnT84D%2Fx8YTpGPgheKH4CMEDVF9xBOIeP3EbQgGH29BGgpGkIxCMTCW9qUTA0Zsir%2BQUP1mt%2BP2KusevwIO6Bx%2FIaj8%2FOD5O0VNrZW2EsqZBWbO1skRiEKE0DdlKKaSVO5VAuRpqk8VQJAqY7ydxaK44YJvrO2EWjOoDBoFYzQbDNkON%2BUbiKoRkywMWWf1j4bEY2iIY1AeMgvmEz%2FkVo9v4FSc%2FaMZMrFbjl4zWLL0%2BY5FlyzNlEVYDudJohg8gPUP7kcB%2Fmn%2BG6cd%2B5PV4Q72dXCgocWJADBgUuDTwiXiGSyZo14HOEQ2lE6k0XDIEusexDzZOMXwt1Dutz%2BtqmxTvlskNWXXUQIbhaurum9GrePqm9Yaeabjkiqf%2BbUvzDOvb2Y1E%2BEX2DnemcTP%2FzLcuu7xjQXdAtjR0Lo5n4%2FHs%2FGtntMlysHt%2B29NXbH6se%2F%2FWbFcyu%2Br28H0MwzI30DYeYTLMXIA2EG8QlHpAsyS0EfEToR0a3utIxFPJ3kiIHCCrZ66b0e2xEmL1dM9YN%2FMwS5p01N5jMX%2FBLKt%2F1R83l0LyC29M6%2BiYxo%2FUNg%2FEF7c2WyyW5tYl8WnhWg2%2FhyySbD5UhnDyS7OcU0dnrFw%2BDfGdI7v4QfYIIzOMq9hFtY55gmvC7jZ2FK7sEdrn6IXBuucYhjsGdQ8z0yEbWkkczjjsE5hNAIZrPx2zOLZDmKNXcXtg7EMqidAEEWg%2BSJCBBNwxvxJfc%2FbZa%2BKKf%2BxoKZybnq5vaqpPTye7CiF%2BZFjxZ8%2F7Qij0hfOG%2FcowPA1rT1l4ymWnrKmxxqfErTVrpgwPlz1kC%2BOy8NMDz6c%2BIO38K%2Fx0xkPnLW8Kx6qGAoQdL%2BTD9V9rb%2B%2Fctn%2F%2Ftrxz8dUrZrD%2Fzk%2FferF0cNt1BzctmX2FZPXt%2FjnFCQNz4Ah%2FiKllGiCMs1w5Lkg0kiEwj6VTXCDKsX9rMpnvIj9pcDecXAIXMnqn2dTUbN6w0XQ9ue6FV%2FnnXCH7S3lPWGltVcLsH75ub3ab7A8M28caNrIeOr3o5Q0yFsYL80xaa0EY%2FUEczV7icUMY5pnelAkmUAXmHYjvFWFGxuqlSaow3OM%2B%2FiYY7%2Fl%2FhVELF4EjRqNR%2FbvRbOY%2BDUGzGR%2FOh3EqmE%2FugIQQguGt%2FeMYz%2F%2BL0cimjeZfQDI3phXMbMQsqH%2BCjwVz%2Fhf4idHovgVmB8gLvjbicDcC%2FNypP536E%2F9N%2FpuMibExdohBmNwyiaZdJGoigos7GpF222xrfnZhML%2F7Z%2BylaqP63Hr%2Bm7bdUkQ6%2F2cXqdfmvwixY%2Bs2ksXFeXcE%2BiX0Z%2BIow76DBNgjJ7TOdUK18iPsPflfQD%2BDPsZG2Aj9VmKMMJ4fYRrhIaxhTDR0Elh2vA6h%2FAE6xUb29mj3sjmL72petXjejPy%2Boel60M99tFduCI59N3221xe7apOvxs6aHs7vab1IqY2tv7q2xsHeHGml%2FcV06u%2F8S%2FxTjJ%2BJYc0bWEX0ukW6YmIbGkJRMdjJ9mYIH5QIdJF4hvRGyK7cC7ctImQRcUET99fGXOoft35GYLMQu%2Bg2smnkgZUrH8AL%2F9Si217IssJ916nv14ZrJrvdxLkQvrvtBcjgPC0NXOicO8Qf4mcxPqh3hgUw3DDfdvLJXngg7N3dN2zbPJSaed3OfZnMU7dvmznp3C3bruO%2BNmue0LFsy7S%2B6265%2BfCKFYdvvuW6vmlblnUI8xCXp37CrOZv4B9gauDBlYp7adcUXB5DNCwYImlXOJJKkAdvExXxVvKEYnCo%2B3eIskP9qrrfIYs71CccBjfXRC52udTHHdaP1A1ui%2FVvH1otbrLrpNXBsGX5B89QghDyimlvNB2KfkxZ5C9%2Fem3%2Bd1%2Bd%2F%2FIfFp2%2B2Oxn%2Fs%2B9n%2F79p39S3s8idN6g0yZObwJOgKUpNB3GyU0Ls0PbRzIRq4lcarLKOJBkLRzJQD4j2090XrbA7DW8K3jNF5hlGS5e4V2D17zgss4T20egOJte5iD0bReM9yjTxnQxCRj3c5kFzGJmGbNKmwGw39IJDJcXJZGMkaAB4jyJAKw0jt5IAuIE%2BA%2BU3cVAZZrq9zhDyBrU8oosuxcGNTzCKJfla7JjNVmuSb%2F%2BtuzN2H%2BX4vlB%2BPpdfMXXmuVsNiub1T34SFbjYw5itEvVi0K0Nt9pNJUMI7SLGRhf2xipfCYf8z5OdlGKayOucFeVPeS%2Fdbo3lBrbSMmwUiQN5%2Fed7g0Ds1s17IuZC5kNzM3MZ6EWCa0DtekdJfAxz%2BR%2FOX28sND7yRMTBcf%2B%2Bs8mQCQWHya4qBv%2FufeMoWyslPA9DtMxUknxkH%2FyfTnm2CMYzs%2BCq3r7PxY%2FMXomrvTEsRpfEGHa%2BWN8E1AHjElb7d06ddA7oK%2F%2B5Mdsv9EtPms0jv0Z5kf1FqPxWdFtfFr0kHfgDX0Y%2B5PRSG7RUj0tQr7rmfX8DH4G5W28kKeJLtmQsQkuwMP1pk16EV4sl7vrMJATfyUWo%2FGwEco4rh4XFQgaiUX9qxZHrMQqKnz%2Fc2d8b9TysYrAuXpP%2FRf%2FGr8b1qwwc5a%2BeuLa6S6sneNXToG2XrEJi4R5SGs8Sq2S3d97bsfCRaTdaLwKClRHt37mkudvXbjwVrLhuYeGhh56bvfQkHpk2CwvwClqgWwuBfndC3c8dwmstj81KkagcUgbfPY8Zje0W%2F82VPWJHmSq6pP8hPWpotc%2FEexDOK3qU%2BwngPhOCiO9MJRm8TJefjelrzoKnG2Bn%2B1NCUmPE4gHFmBN9jrTigRIpsACrc9Gstg58ULkp9467%2BGf%2FeFnD5%2F31lNrt2967dhrm7bzI%2BVT5m%2BfzKhvf2MzpICEm79Bopkn07lt1762adNr127LwVqQLdJ5%2BlpQDcvHPQtVY5knhYrK6q8%2FJsiP6EuhGZdFdaNszjvpqvc%2BPI0CdjN0AXsFOC3ZfALDJwr4q2Xq%2BGF%2BGNbsxUg5NLLIEXi8otcDQcUts0D8eQ1iVDRAMBTsYiNdRIxE09EIBJO9A2xqgERTaW86BUFn0OD2xFO97FAgFhF6OoQ7prYt4XwSeUgQHiJyDbeke9IdQntciLQ1FlJMaYcUNvZBg%2BFB1ubjlnRNvl3o6IEU2w7fdNPhm%2Fhh%2BFLysUu6%2B%2BDLHkOkrSHYEjH0tEPe7WdD3uyDgvAgK%2Fm4szFFR7ch0toUgBTdWHr7EpaWru6%2B6dmbbnqWEbV2EtxAsXiZAPTtGPSbHsotI2leoM8TePEqgSQprs7AGFf8kuOkPdZPXGb55POAW1d%2FjLST9v5YflasP6v%2FCO7%2BGNAPC2BMZWmsOjp2NNbfHwMCJD%2BLPVL%2BD%2FOYlWEEI%2F9jpPddOFkB5d1GSuKZYggmCCd7JUxD7EXAzxyirYnNDLdDZoFdx14kivkvGc3579Jm36reTTvDgBnaO6vzyQ6chQmlsMoIkIQ2%2BbBDWBud1Va4pcCn8CPqxlh%2FfgtG8IPaPH8C5wk6%2FnZDv69jurV5QhtwE0x2iqOsj9Mx8B9%2F0EaUdiPfOYYDCi%2Fq9jhWRuupMDEU0%2BCtX0sDFxv07T%2FK5niBPqN9%2BtQjgEc31NGCXFeMcCEuQBIc%2FBK4CO78u7EPYvl3yaEfK3vcb6qP1R2tI7vUjVDDUdKubsSrNjYKY1qBEa2P50SJoaXiksIoLiCwnxS6EBuBde87botNfdEWwYvF%2FR0%2Fu5yCqhGeEOR2ynSeyXjt6ka7neyye8kryBSWE52y%2BRBgogrXPZ8E1yIHoHIFUM%2BAbJhE7lbMtt8ApL%2BxmZW7PwbjAO0fAVoXQOuiSP%2FksIVdFZ0aulsamKUzwPZ%2FNYDMJRBPCxsBqLzqHyneXF6Ej9HlIFo7%2Bpg%2BjUb3unRmGpstGkm6etOuDBGA5wCMefp1gTHcdZlvPBXlOslvYTp1cd8UjYLVd%2FJ5awNrIOKLnIt9MD9qdrKrWCvA6ALm3QV9VrsPm60Q7%2BRHJHP%2B2hqfugo%2FMvI2H%2Fmqr4b9tFnKSRY1Y5Ek80Nm%2FWIhr1ikKnxGz9TWXrokf9xwujfvcOTtNTWnxd0F37Y2W79tteBqZ4G5qLCuomw%2BnSr28QESCRVLTyYKILGJOPfcnaIFOsewhRdvv%2BrWa%2FWih0vlbX6Zb75T5C0qNKVFvH1QL%2FvazSWgC2s6oWXXIuUxQelKiJbowuJDQViatLmLijg9CQBMg8WiPgiw3LEeYRmm5f%2BXdnvkDnxLLjMLxtvX74C3OlwPQqx4xwIdpPx38LrlDphiyWUWHWKAzzxurS%2FxTo%2BP5wGFak62ap1PVFFN4v%2Fy%2BxuR39WnIO7lsWfwgVsK17wxrs9K8ltIKuhkw7f%2F6dhK6gQokFKhWX3urrjk%2FrnI0pgfpGMeuQIUaEM7%2BGF5q2iMkCaMQwxxOzcvU0eXbsnS9XknXvP7Gtw5dwPXlFu2ecvSHEZgNDsU6x%2FGdXBYXyOQjzZReSedeEPY6nEv9gJR4oBQJtFO6Kd0fwC6BO4LNHDeBujB6dSNcUQC9zIv2LnAzGk99bUDrdFY%2B9yGFQtEo0GQPNv6vS2drj4%2B1jHbv3aJSMUWP%2BQTZrmbNTjU8wyG%2FiXNNpskybLcJ3CiTF5Ir%2BJYzmJwE0mSVhlxbtbmvweB3ulB6Til5UuUZydpgiFVeobhU0WaBqpJ198d%2B%2FXeNRTZ9%2F1OPfG7%2B2hwzd5W3D%2BhmyjsRcUg%2F%2BCavb%2B%2BVh2ls3L7zT%2FetOnHNxeerv313vzLVqPai4nJv%2BK1FC6040%2F4udw7sAb3laSg0XCkAAs0npBO6VJabS4Elk%2FU%2BD4gTXW%2Bj0wnrMlqNamq4tMIYB87tE10i0FR3LZNhJsb7%2FR561btmes8YBCRkhYNByRtKd55mqTas9FYhJnbRGHuOh3M4QTdgQSqmgRxuzGdSvZGcbMxNQGk5C3ebLjoXIOFM4l%2BWKHmLTJwRv9E8GWJ6dYvf%2FFmEyEGr%2Bgyrr1p5zrgkz0Cw2j94Hv8Jdx7dIVegBSNtgsqGsRQEYiIBoXwD0LNvQ5d7s5Z00QzwNhqZA0b%2BtMG1tQq5nd84uq8R0zPvX35G8uRaze4jcOHzz0w1%2BQ2BIRvf6J6Kgatnrbiem%2BCFvAxfkrndzD9MFPP1GWTUHclpASUkCNAQkpCCcCgDSUDAhDZ%2BCuEkgn8J7i9nMA7pA4lISappxILKfAeSAbIcSDuN2bJcfZILqeO5rLs0MnngSHYRdrHjmaz7JEsEPw51ZqDJDmUIOZIe34WaQeegNsJn1qz8AIpT3yCjyEih%2FxELkuJ0lEMYTLVCiWpo5oYMleMH6USyYJcD%2BuOe%2BkWKpn1Qns34iyYDjkSLvgnZXcgVQNeqINXr48m3iS7cjm8tedyY0f1QvTnHHdsrKby%2F%2BSSbPY8%2FNH6vpl%2FEsq3Ae4ZU1HC44KFiI9o7CEgab%2FRqHbj7s5KAg06s39ZP%2FzxI%2FmVuF%2FTbTSy%2B3Fb8If9%2Fcv7%2Bwt91yy8RfP1QXtW5RzQn7qIiZyuFM5QfJ5E9uVnqT85TanFx0lkP3ukBAMprvsRyi%2FC8NAJL1xbIIirSvnSj4O5netb4JxmNANHPssHAcHMHsFRgEug816gDBeMbdfiuRcghqYcm0%2BXxx%2F5IAEtN3fqFF3LzAXqwoT0PN0OVTNqxo8sxMkd5Ig6k79Zk7VxxX6gMLOZFQgvpW2RrMW1D0BDihaXQ9wVRoBxPLfpknmkeMtoB%2FqM9cRc9IqmMD2XUmdZ7GSRKPUZvChf8BoykriM2MnKYbOHX8R7cLdNCxSFFVQqoYswnlWtlFS2mNkhswVpZiQW1J%2FUKFfipHGlUkM6UKBhMz1istELIHJLMSctu3ugzfaVSOjKvUgc%2FTHK4Sdg2Wscz69leKIkkrwuuWiOe9yGYKQXRumkC3qbRcMwrvhjNXgdZk3RxAUEhuSPvn3nnd%2B%2BU%2F3vlVOmrJzCD8JLxV1OHRjrZifbcFDOuRNTGqdgQm1tSNJ2OcQ04YiEXuxtII1ECSQRoQGYioEsgCfchB4ghAtw7FfJre4WZ9hkVi9MtjuWqtdNDlpMrfEG9fOT6q21okg%2Be4As38MfGquNt7oUws6Ysarj1%2FefE%2Byst86YUVNvDdts3Pv5c8m%2FaP0C%2Bf8%2FQb%2BIMnGq09BgwN01oIOAnAdagI8mBSrqk1gxTDUBOtk2ousEtBH2z4Ir2d3f6k8PXXVlt2qN9RODxRuoJT%2Fv27wm09jRYVc%2Fe%2B%2Biyx2tyzJb%2Fn3J0htXP87eSsQaf2Ly0s6Zmxela88REy1cf4273mI3iXNJ7KxrZibOm9xm6rl4fqy%2Ft27smU8tOfdW2ucBzg2UfmOIVyLIl3kpYlwphDISTXJXsctmiDtN7fNV6zelgxwnWxsVr83Aj%2FS5ki1jL%2Fa0GC6%2B2L6Um%2BaoddlNFuj%2BbJ8mH%2FiaLh8I0%2FU51NspIEfq0dohwyFXKgm4NggwQ4rRhCOUFtxxo8XnitT4cnGfT93IS8FaT85XE3H5LMY4zIEPL1hw443wz%2B1UmhTJyJGxZzw%2BwsKkKZgUiVtKOKMEb2AKHTv61FNc01PQFwKnvsZ%2F9pPA4RKTASWahmh%2B8MxwzHxKy74IRn5LGRjsPUUwTu64UYNY38caqd7HKucZ%2FtHnODtENw%2F2UfHRMaq1UUPDJQ0OKkWCeet5fYOhII1VRz8%2B%2FElg5j4Gxur3J8o2PJ4rg%2B2d08T%2FfwEzSVbyZ9XPro95T477lRKqUSRXQnauHNsISAl27oWi6Fv9z48JMv8r%2FaMMj8onCP%2FDuDZOuN%2BGPPr%2F%2Bp7bx%2B7JlbYdppcNhzKU%2F1Px5aiaGDn%2Fs1iGMaBcleKUo%2Fv9rcxkZj7DBEKOfrayytXNLYiUdBY%2BpleQXdnscKlQcpzuWluxsieeyuXIK6SdxozitWyGOV3vOHHjguyCQ6fpIYy2JwvrQEF%2FQa9Pdf%2FQqOSqCiE%2FEE1%2FXIVKTc2tzWbHnimrEd%2BVyz311Ml3P0GVTj7PD5aDnsvCvH36alEaPMePcMegXs7x8igTu4B9v7G9vTHvhCu%2FkzIdx%2BBxC0ay9zRSvoS0F2lIxI%2BX7klU63I40gLQ3w5ep5na%2BSFnba3z5D64zv%2BQtM4n4ffG3tq4aNHGRfxgrXPMim%2B5487abL7xhdseIRn1KDl%2B7aINixdv0OD%2BJSPwKf5%2BxoP6aiTeQIDVlIhMcL1H5R9PYXvprs3fv2bO7MOplCmweuiq2JRZ1zz%2B9a%2Fv2PH1Hfz9236w%2BZrPXvWfAxlj4NLLHpq3c%2FPQ3uvmvbrjG7fe%2Bo2y%2FcLdtE6VUlXi0ASb1VLUBVSUWSU4HdvAraTyS8xzM8NxvxFkXV6pUVRiJwcgC5zEeht4rwcp7ki0k41G0qlQhG1Vzlq8alEmnFi58caB5Q9vn988MLhqyVlHvLEWjtQFeupdiocF%2FtkkOGPW2ibWaBTkeZ%2FdvPWazXfOnnvL6jkRXpi85sFzZt%2B55ZptW3bl1cCCHZPD06MhySha7UFzjcjbp8fOecFCirzAG%2FyVjBX6OFIaadSjQq1nNhyIe8tVbaaSdHlXIWKacMeuZA1uxS95zILhyrxAdsXTL6m7kNQlx2P9uZf2qhufePFFbpI6%2FOU0WcP99RrCsrwseVot5mtytpf6Y0gm9sdeyKnPQ7onyK4nXlR%2Frg7H95M1upzu89DH6pgUcikoiihJ6NJKmRxV1x%2BMJiOA3YwhDRQrWU0u%2F0rvq0VYXnyCwsLeTJYBq3dAtJDavuzyoVpzZ99Z0%2Ba0uoiFH%2FxcqgDR7rUFeOrUn6Cywb8ZeNMbhLV5ugP9l0zv9UN5b5mFkjzxUcpPJCn3V402pRxtJd2GrnLdhtVk9ZSZh9W91fCSH5B7ofxPiWL%2Bj3D%2FuwhBRdyAyozeZwvQzs79soi%2BBKSnafLviZCcfrpBpLyimfLfTyJtbyruIQKD01tUwJyKEo%2FybaxkSNFUMdMkhQoJyRBQFhnUkDQSXhTM%2B3NmY0EDM7ffLIjqWEGt8lCO6mLia3PukFnghosJD5p5SIho%2FVDkzQfLE%2BIrYoJXkD19pdP7OwG%2FvoIUtagiWiZ4PAFTHHlTVhRZ7dYmPar%2BNJ%2B8JhmR6DFK5DV1foHoLNO%2FpHrvZfmWZ15RQlwvoVDKhCWNK3CCch9lfFBuAqUgpFSShmNaPj%2Bi5%2B%2BWZfKeViJfW5HnUakVL4UCNVkA4%2BETfIqx4B5xSaP2L1yn0zn2ltPn4%2BOqZGmwwEVCaCSqG53ldtL1oLGAhdMLd09MpCCF6tD6ZnAZBY9hDaYsP0jzZ0j5ZjKsF4i1UmLuhbJMCnYJPt5VwFNvmZawXjEvLJqIH8STonZjq7BZ8gKgR20C9MDFqJAX1H64QW2NEup6qgzLP8cvppL%2FNNTOBTCJABOHeWoXzLhw4Wuy7gaBtjKr9kgKq8ZlRYBS32Lpxc8vIhpNDTfyNXWybMJbn2RyQ5EmWc2QF9wmSZ0KYCE%2BcPuYO6b15Uotj2Kd4MItLS7gtFbkTdrFND6pvEZqv5Yv7jXAus7Pg7avo7KDot50NX3CPkP%2BKps8J9%2F3mGQIteY%2FLGPC%2BL7872SPR2br5fy8MtKBMHedGuM28%2FMZmPJMrGgi3Gb1S%2BSi1%2FL%2FzrZwO9XH1ce%2Fz7ZQ1WSoY%2F%2BpMb5FT4ua0Wm%2BJf%2F298nFmChEQ%2BTi71est4mq9VYI6RsymoRJKYidElT2FGnDTZvqtfhGAFTbeqEw68GqtfmbVa%2F1IFO1%2FjdWr%2F8BDRRtQh9XNjubEm4aWVpVonpTGR7PVGc%2BKJNoBIWF7kYi4gUV3r1U6723i6TxUl3n3%2FtM27aZfKb7THiHW9VzFSwHJ05VfK6Ar7kaB0XgPPE0BSkSFKsBUpaLihEWoA9wBt8qirh2VSOkZwXEwyrxZ5jyt2rJmSo9gX7cg6jsEUGJU9z9xJPOEM3uQQxKgkh35DNATnVyrmJ3mbCNyIB%2Fyox4wH1bg2DwN7q9kov4pFqny8oSm3RQbGgJ1QQTs6ZMLilOVYJ9v6Wha3HcJ9jddsXp9YhGUXLXt%2FqMDnvLpPNTXfNa60z5%2FyjXQOMq%2BlNmwh5egpYrdfZQZV9rI47xlRkuyTjpzsmCBSWNkAXVoK8sgYWqQJWbo1RLo6QH0YW6pxqfCnRgkd%2BRiFjUQUQ7poIaYoakgXxwFd9BuuI38H1xBxXSFb%2FpBDIKQFn7YB3dB36l7sG1FLaKiBdp1KxLvfswap%2F30lnVESgNnvjbUoT6w9N%2BXoio0qcYOIM%2Bheg940YimsucQVvli9NEcft2UZwGQwLuilj1fFr1i3NP94X%2BPE7Hpvtj6lBJfJ4R6NvWiaL6MgzWHxiN66DExa%2BdAdAbMYX6HVF8A%2B7rjEZIXAVbDe7PVI9rmN69JOLV1DOSvRPxWNPZBZf%2FNf%2BNy65BhYxxxV%2B77XJ2wfQ389%2FIQPgajXbwMsuAz%2F0IaQcXJavKbRqR2IqyZruXjVC2%2Bhdee%2F5vdnYOedpmVtR3NGXldxSzDSIiBVpkGb9by89UpEPKrSLZmyFDzMab%2FwXl2CNe7s%2FqCtTvWgG5kpBmCBlSzDS%2Fr8N4uwBwohRW63JTS1y32f0TQsPfXVGEHQrV8%2FNCfiOUVirYcBbIeA2%2BiF68rQIo3B%2FS628vYESr79ehzS7Q9LEL9UXmik9XVHb1yBO3Ngvt5935%2Bk1efkV51mzzrM0LL3%2F20avnwMeKuWyOUZg2TasSqZ%2BKcZQiOn1Iu2Vh497ALUVZiCKt%2Fgh6IvTIj1ZLRjWAkpHKOKovNwp00eqPROiAbiNEKieXwMLcXhVJ1%2FuzmLP4tfxaHR59cBdJVG1kTAgl9ze9QKUEQ946Hkb%2BokJ5JRDyf54Axur1D%2BWS49cLr0tTPEu7UmXrxcSr3XNvumv4yXzInXKH4F7Tc7p17Zt%2Bt%2FqW2%2B93k063X7VW6lALxTY7i1nBXMxcxmzQbabxz%2BtJo%2BwijYaIGMNS8AoSMgAPt84DdHOoMPfjXhF%2BkuH1tZvuFQrRCN07xGcXRX9MYxYchDe5BcHj%2BZ4i%2B42WyPc8Xofi7bbZJN5nJLJ5qr6IqRtzqNlM17SpFsnkEyTWoABEjz4JXOQvzWYuwdnV5LNGOwTM5v9r4RpQ8ZXsYodks3o31JBlzbYtNotisnm22MxiwGFXam5oN1n0TA%2FhRvshvTSDwHff4nNzRo9Dum6PaJbMXzDz%2Bx%2BFkj4L4bFNBb1asqsgH7Dyh4DvbkPtf5yMDKzEwyoaESMSNS9P9gJVA3%2FRTlwoMwZvxECFWxIPNw9gi01nOHjP32esZTtmXHnxvZd8ZtakqQ7ekajbXetpNa6ocTVxJtY%2BuSe69OLz77zh5bDR3xjZMzUz6fxrz1nqrZGcHQHfPVefN%2BfiK86LeXj%2BSc5lPKy%2Bk%2FvCUI%2FDaLFYCWHr6nbXuILTIsb5imNKY%2FrCm28fSMxPhkN1XbNMNZGuqwOBhtTSxWuTk6bw0ZaG86b1hKddePOKuBvmiguYBn4T%2FyOqOyGRBt7bKUI1GjioBC8aUKwF7Q319UgcmtFGIzCJGBqwQij0ynDsfdFGc3TS3BlNfJ25xmzniMkpXXTPvCaD3ZaZvyzjmZdudBostmhb0ORZNN2sJBeed1HXkrUsywueQH%2BL0eCPxmsa5ZpgRJSDZ11yDv%2Bjmbd86vxZfc1WcZJ3UkMq1BOOOVtvu%2F%2BpB%2Ben186d3GTwWAw2jheaJs09%2F%2BLNfZft37DALyrNj1wABMuUKbODyTVnT%2FKYbJ3Tpq8IrNh92dkxOj5P%2FYpZx4%2FycyiVcDYdn4JbEoKdQi9054iBKsygLW46FRGxAb0NPNCm8BSNCPjoKcj6EAus4SuP3rB%2BcV99%2FeTF6294dA8%2BTK6v74MHVpYNRt%2FI30e8QGTOOdfGWzzxcy%2B87a7bLjw37rHw1nPzp0KyyRSeZO%2BQQhInt3dYgvycjrPOv%2BT8s1rptaP84VeywdWX2T4ysr0%2F7TLIs6%2Bx9zib56ye1dM9e%2FXsZmePY3NDs9zlnNVt4%2BWgHJbbz3Livg4P9WWgviOMm4kCRT6I8vw0NbUUEnFvOuFKoxQW1gTsvFirsF5pb7qTUCx4i7VmtToveaDxvK9uOaedVvPRpVOnNz0Q6bry7uiSdQ8t7Vy4JQKVS%2BXPplV2ts4bvCwZu%2BKzgITtxepaPRzWdpv74muvv6RO0SorX6cu%2FdqKn%2FXWnrtp%2FZragz13DUCl5myiFW2Ycvb0PtsXnU%2Btx8pvLFbUspLX68mdegwmOif%2FNPDONajTGoUh6tU56HBJCTBASVvNUB5VIiKpc9kd7kludodSFz7xQbiOmMk5dOYk56gzL6uaf7N8a6MQOHm0ae6snZpFDfuT3%2FjdYzjzwkXXIVHoXNuCfQslQZqBZjTsoHMqrkE4jaYdgkGz2ATOgB3cPkSukD01DnV3ttb1wx%2B6arPqbkcNAHoFPzKUUQ%2BqL0k97pjbZv1I%2FegC9zTFbrrlFpNdmea%2BgIgfWW3wqkcis8ky5FAcRd1If5nNZrl2FFpungc8wpoCl1BpQV%2FScS%2BzjlASyUTVv%2FAJ46gkJI4bHX4lTnloctxPZE1ckS3%2BjG2fKIjkQFyzuo8jvYQG1OrGvJPSTu%2FnSp9PHNTl4z5hK%2F8gtXVKF6gEKiglgcKiRlCESsQCV5QIlKWKpr34lt%2FwkSx%2FJCmP5%2FcBKQfl%2F5gd%2BrOS%2F%2Bp91%2F%2BYCg5CXK2W4M9fu%2B%2F6xxX%2BvnelVuldIDCG0VQTpU9Dw4pRfei%2B6zWx0MLie0gPbyrkmRU7OwT16JGeyXLHqOLqAfVN1GPlBzWtFNzj0TRTCjogtP1NjIvu5habN5Aoa1k66wGpqriVetJgiGdwDZtKhnN0y4n9sXYnsqGmZfDSR15%2B5NLBlhoDaedEm7sxmpqRija6ZEEg2EAnTiAC8IrmFbGz1q08P9PSkjl%2F5bqzYqT9hMmptEXDgTqP3Wiye%2BsD4Wir4jCeoHbbp5hRfpB7BakUIppIlPCD30dR1GtslDz8OsqbXmejFC%2Fv8wu5X2myq7SJ8Avzv9DFUJySf5uNvq4%2BTi7W9D%2FOZrLChdwxmPNiBRqVjnpK%2FaGxRCDspVYKAW9AN1JANoo8wP4BJUlGqdgw6m1qPQ2QW3%2BOfU5%2FieLS%2FNuKpDU3uf8bcAXyBal5jMR2NEAbPAZt0K3hvxHBEDlUxfIGcD%2BN2gNSNx36nfqlAYow0puatNpRz0e4W2oahKzQHsjf2c16ad%2F3t2KTtPobnX6D8C8pd0MDP%2BKx7wnXqGGlLQcvikMErm6TmfsuxJXbSAxqNjOogJLQBLiKEHAE%2BJGTS3JoEhTrz8%2FCB%2B5YlupJ58aOat8Kv4JvregxwcU5Cp8GFAFm1FyOfto6GS2m1NGTS6CPNKkbsTdCBlnN9onMho55BX8IJZtEQ35lk%2BhtwN5A0V3RCPoD%2FyXAcv6pAtbZczRUA64JmcUf4q7Q89ZHLeJVZ5D1Ps%2Ft%2B0iCT3AHVtZC7JDCXfR7OSb%2FXja5H3zQbZL1B%2BULX1BMTEk3AseSpmnKEK4T9ekMIidUCRQFfcbj7z8gNLvzF7mbhQN8h6ZbRset%2BnQWdS%2FZX3k7WpS8P9sfo0iGS64wV516pOhjI6TZ2dApgI5%2BLhxywYoWxKUrykKJsIoDsR4mSrCTg0egMPnLW%2F3Q5Nn8BZEuzqEI7HK3n0%2BzFmuO3TtWQ5WJoG9YqCD6Gc32SxnbnVPfsxvrFXK2dILl7bLthDp6glhcsfp4bYvbSmj%2FmQ94uBTw0E73x2jbNRCvC6VL6GCFDwU7eWQDcC5FY5s0slieRDwtAbRsbLXbaXAuu14e2OJw1dc6jQ3ZdY8v7rv2%2FBWZLqvFWVvvcmwZkK9f5jS4muO9yR5res4kfkRxhV03L1RfPOiPtYi8pd7jNEsOpyTwxpaY%2FyCZu%2FAmd5Or9uS3DYaeqVOhH7gZN%2F8I%2Fwi1fEuLXvyNivibjuKvN%2B1Nc01HF%2F3h%2Bef%2FsOhox8MPd5SFucPjorQwXT%2BytA8EmA5mamHNFDVhBI5pjZbQpugBNkO8MvRub8KVDKST1Wag7D3xlin1ZF7LFP%2F79nbvCXFOY%2BPUjrT7%2FotsPXXZ4exdPzuhZuL5LUXVAn7k7PbhG89uz3b41X01gbjP1xwlu5rrvvf9%2Bpbs6E%2FVu7Nk642%2FPYRaAiUBdrmO6CDTBLPQFA1ur0uXoBR1INDMkypKpoTqnSMx5GiEdTEaSHLs0Alvu%2F19%2F5QW9Rv1U1ridT22i%2B53pzumbs%2BXFFXYC%2B%2BCGsTj5JUT%2FGCgRt3n78i2n71FHG4%2Fu6X%2B%2B9%2Braya7os3ZbDmgWfXun44e%2Bu2NZKuGZ0HiF8M4TlMPR%2BEU6rPKRJ8wOU2RFUFLex3egEsz3YqEAq0cqhAAW19dBZIlVzR61tuIdTnpXH7l%2BuXrbjPUyep%2B8cl6aXKWhPHpDcXl9KiTWDNr4mBQc8Tq%2BNzK%2FOKSbsfl79o9G20R%2BbrBXYvUg0rLHhtrc4TN81TTOWSZ0gL1ZVlOYH2ery%2F7XVUjFMbzYpg7UswcqJPQwBd0LKLabJ8IaCr2otcjSkIrGwootKECaUd4XH1%2BSdazRrfddkBU98t1htvWrbjqSqjaCguxrffM%2F5zDCpBALUycmajhd%2BR6ww4SWafuZ5eU%2BtPid4lgd3gt%2Bb%2FY9rQoZNmiXYPXyRHbRs8zX%2Ff4WIFjWZJtUdSD55AP3xtXH%2BZipC0EqdBGDA4CoYEU6gRLGPU11QhkLTBiEYPiqOeQgwTCl9aok1Qr5pFf71qEeNxjy%2F8F0GoqYPv75Yh9j3x4DuJ%2BuEzHRpAq2lMqb%2BqfTdiq6kGtzfOWsv0c7lSeMXDHBDe1MT%2BLUgx0Pg%2Fp87u2UicdIvqQi8DkxhcUwUXCedMpb4NQjwY3npTmgsURJavLwCRyEcN2HfWsDVGfv%2Fu9ZUWUx%2BPYFueUKwaNvbtu%2BXps3eVWbN1GcgVrdMnWJ7WmJz9SD66EBidag0NF1Ukep0t5A7sFCWdhzvYwHv6L%2FBehXuHqfaBwBEU7hfVLcXvS4VQv%2BT%2FvaSIl7cbeMc7ekv9i8S3e1L5xxpvMGcu1EYPbKyCiijjGXcDKckm43PqU2qNWlXusZMiqF82cuVzolUHN9NNR0HZPxFPV9V0wLtvq%2Bk4DqOwVWDlzuQLVdqFiP08cRX7aRlBVfR8cb55bWe5LExnlcsDp1vAP8Q9BucPMk1Ulh4GnN0SAdxcNHv3q9ohx1Ati4S%2FtkWjIDe3hQdkUGrGRaFBiUdiTSkI41UkMuuQHP%2BEaSQYlPQTFWJF03BNPpTu5KFAdkWgDukzsZKMG0Q1TAQQglScOaP%2FdsZ8%2BfP75D%2F9Uu5Gs3FY%2F2SxPld0DHOciXI9gqjcEidXjE%2B3BLosy0OcX3T7O5g65ROGyzQ2BZs7WbZVnO5ydLe32hMwTQ4wnnKXW6XW5LAa7oaXOIHoUl0FgLQLH2by8wSTWeAx2Y5PDazK3BqZbeJZwXGPaYhX87ZNszoDdaRxotXO1nNlpdvAPFWHDm8PqEE0sZxDEqGzxisFNnuCWetPcGrObN0p23tTZwMuRVodSV8%2BLTrOV3eRvzjQZiSjaLYS1WEJe0kNsJlZu9LFun7%2B%2BwW4gRDRbaxw2nrOGm%2BxOj9cmtbp9ZqeTM1m8UXfQQCSTVSQox6pvtjot%2FFpHvIUjJovFEoYvHYV9C5Y%2FxN9OfcalvII37UEhTbTg%2FAQIaPb4Vz6j5u8%2FaViycMod%2FfkDcpu8QZbZoeBi%2FvbzP3XPsZvOubMtaPHkD9jt6%2BU2O7vqU%2F9C9SMvgrXpQNG%2FE0oJxun%2BCiElUa0IKQSUwERxOntKSV7ekcuh9VBZBBo3VUcB58ofKBHCwLyf9qFosz9Ibf8dGqwaBMjRig4SGOZ2UkWI7UiO9OfUPdxOYFApUZyfpY7mgEc5rtNGGk2H1lPhAk1Hp%2FVAMqQEHEUfEYkkUQq1JMdzsX7kklRrTrUi1wMcDjmu1YYfATj7Y%2BpGpPEBXuoQIj8rR9mgCl4C9yqmF7xnVWxGVniNqtpVmXBvQ6iwni5YQ8a1jYrXtc2J13HvgkvqWxuva1sbr%2BP2S5ceKGyBwDv2DbrToe1u6BkAJV7xnVLUaq0sJB8pFqcUIPi3yuwxi4JuLr%2BP30f3OkPQ72aO0xYo3%2FEsmO3QO5qEF8S0qQH0UsKXv0brnl9%2B8M7jF174%2BDsfvPOl1au%2FRL5%2F9DsbNnwHL2pHR1NTRxMZhJtHktOOxLxErPF6YlLvpC9YP73x%2B4ofw%2B3xVdrHcDE0dQQCmCRgvt9b35xINDf1CDcRSfJ%2BpYl%2BSf8YcurfmXP5F%2Fkj6J82jNsrkWiEuhVlgFfyNkB3S5MUzLhoNiwSCYcxQ7Ui4J0Xh7fmqRbaPa1tzujxkBRlsEHy0%2FOM4pYLPb7g9O6BQJN6l9zQ0OGyCaZz0vMTbHOzXfQ7a2tsterTcqxeInODoemdktw%2B1SbVhKwtW9ffe8VKadK0OVuC3bWzyKm5LeddsWTeorWyY9IMtUFutdu5g%2BRn533qkocdvLs2HmhU75br%2FMmWtD8zA3OP2t1ea636jEzqYxJZGAwFiDEd61oTsrRuW3%2F3pYNi3bS%2BRd%2BGjOfVpAPNd6y64Gsz1GaZleWIPoYL%2Fv9mTeQBENVEguiF1aC4YeXxFETw6QyPfn0m9g8IrMFAvKM1EI11DARnbqibHk%2FIojy5rSdgCyZi06y8sS024PeuO4MfwQ5Y9yKRZCqyYaF30vzeHlmUprR21tR0t0yz8KZY66zWuGvxVQB%2F36kP%2BK38t2Hu6NQ9SFJfw0AdpqPEK2qTMpf2VCqJwqPoJezTL824b8akoL%2Bx03nhh%2BoNo5e77psxg9Q5LzebIKD%2BfsY34f2MtB9fk9v5b8PT6tYrgv4kRPwd0q9z3gdJSJ0653KjCYPwCaR5aUY63eW48O%2Fkdo33yxX9wCiMv2QTrk8eGSI6Ag6moG9t2P%2FF7GRNlDjl0gw7pJ5aOXXqyqn8SENnXBmbSwUYLyqJjv3UmY1nKr4t80no0faXsaIEiF%2FBRaIBnItSce4OUif7W6Vm9T9H1X9Vj71BEm%2BRdmIJQST%2FZfVdudUvh9S%2FqqNvqT98g9SQ3lHibZY0mRVHooyDN%2FFHmTgzjdozKw28NwQ0hwN6BCoPKaEk3YtKwNhwRLXuk076CGoZNXDQcRwZvreTZY9EZi%2Bd0s4%2Bztv8iei04JQl6ZbDD2eHV7X4uHuFVfPrOmcs6m6Kr7hssr%2B1VZFcEZ%2FPdJkn1hOs8SXS%2FNFFgqt94PIZzZ3tdaL6Q5vo6piSzdy737pwsX1VyxUrF15iJ4uNkq%2Brbyg1Z%2BO8VsNC1UmcvORPRfxtPrfRwL2p%2FoA1eZp6Z%2FaGffoewaXcA%2FxBlKlQLfhQL%2FoPgBGP3qsA7IQS8qDVNswHKRSheDUvA3Q7MZoRcJMxlEygujn1QdyzfPfq3dEp%2FbXh5e5YXW2Ngfvza0ZF6UgFL%2FE0fTq4LBlvTE2qb%2FKuuzYSXVnjTfM1osvqMHVbm9950quIZlbqaL6YP7jk3kUtA0GnX2nvq53f3WoSsvEdDRnULgo2fN7lNZJgI8%2FVWi33c3bBZnGY05%2Bdm%2B3qc7fNmj4YGKLj2nfqFP%2Bg7jdDlxEV5XsJQZP6hYrS1l0VQr4c69Xueixp90gnZPmE5OF22j%2BSYEWHlZ0K%2FHgsh%2FZtsbh6h2DNRlvv6jJh9XaJaHCZDiUDKNTMkvb8vsqCyf3ZNdSmO0fa0Y4baJTtpbKzuVzeeSI7fCKr2Z0WypapnXJ4gnoWy3PoUIlIQ1TXdqhQJIXp9Wx5fYdpeWh2TY5D%2BYVyKd0jw3iumwi%2FBC3cEy4o83QlZnW79MrCgCjbhWXBlRZVVZZv4rIKpXC01HFlHdHLoeWVl6UVc%2FJ5uGm6CViW5mulYMk%2BHqNYr0AyUPivLg2oMs2MPqtuhHyRyiwvNJej1Br%2BfcLyoAyu8D9B7bgmzUqfFobF5nKnK4%2Bt8MPJkI%2FxHUNWk117jugWF%2BxazTAALQn6%2BUE9lhoI5ApGA%2FiuJOsrlNP28SVVuBVajXmircLel46w2bJS1Q0Ft0KDuikDFL%2F3pYrid1Q4FvofwRIo4R9h2ftSwc6jHAMqLcCql8YPHtlzGoByNXYN6v8hXnRaOhUvx0sVLCexwupGDR4NOYC7PePa5keIPACnuAdD7dEadRuTIiS6Lb7uskb381My5yjzF8lGCjBRqdwrWJCagfB3yCy7XT1i92hbcZ5Ci1FJkgYMDf6n%2BjspIsHFjJrTOdzSMuOa9DbDcj%2FnH9N9bIoGVgzHPWIQuFuYtaMRaq8eCKI0gEF6lPOZjBz3EEvaaxwSUT9U%2F8JbJZPJJLBLolH1La%2FRbF9AbC8JJjv%2FmMnssKjLRBJyqj9QXxNko0Ux%2FX79epfiXkm6fmKwF%2Fen1HLc6LxloXWKvGa5rVCVL83VuiPcDEX%2FK5pTXOxHfx6HHB0t2FI0qI2rCZFTrvPWU67zVuS%2FkTsLnc7IKhFg30e4FOkqNSfH5PtkmUy6Cpiv%2F36k2sbqCeCFNa%2BURpoY0sZoYmCgCr3qgZz6s8I0gP1bYiR%2BD79H56NOz0EVWCTy2%2FfffvSCCx59W7uRV9995eqrX8GLesOXNm360iZ%2BT%2FEl3uZqL%2BFyzSZ8XxpTiI%2FG0nkT4zznFZ0t4ipMz5v4q9ssqbdKUZt6u82knPCrt6PZwsnn0XySVnyPR1ZXAn72yx48bWJsu7apnI3Hy8bygUK5Js32qcytapqgmn95uexccj205vGgJ%2BeuOeG2SORmKZr%2FqKzcx9SFctMJdwMUFZDJITs7dnOp1EKZCxg304Cevyfya%2BvlKqv6aXK1qIj3imL%2BL6hL%2ByvUlFfE0VKZ7E8gBY3M%2F8VoJCFgizH1W6VyC76nH6b7jiibYVxUmVIEspry%2FLgZIlCeP11Z4zs%2FAwvVwtGFEut5S1JY4lfyT0N%2FevOLo%2BrUEgjcqc9IkGpQbv3iW7Co5b%2BKgjvpzYdH85PLcc4X21ouwEGl%2FS4qnUAvoSlXUUhR1eKr2VWFTB%2BGMl6FsiQsVD1R3urlAAIoSn7JQkmiVVCHSpCwDH%2FqPepXQ0Db77CJOAImohB%2BRPWr31ev5g%2FkE%2BzTa4lbvZo8xdWPffQu9yJTPCNB66s%2BzXoJt%2F0L6hSoCuBIoK8fnBGG87OoRckJpLqyWe4YbpGi50g0%2B3I3UD85Oa0fzubfoXxPLbW3FDWzigmyJeM0tQkax7PqTy80%2BUxfUHPlBZIRVNQ%2Bv0xRm8REKPoLmNr0%2BUo48v9GFbXPKylqQ2IKm00QddgyWGMROCTxdLB9nCY8P7j2DjlsV%2F%2Bmfr0C0r%2FNkeXbbpPlOTBBwT0mVz1zx9S%2FwJecBF9Wgv3p032iP2v4VSgfgW2G%2BHUEdEXU6iq4CtpLJfIN9XQG8dwa1VoO8XC2SrPDDyCOQptXgbcPvlAgBfxBoGwftQKeKFrNTASPt3pGGqDt%2FQRasn2kri%2BH6L80MJRsmVYJrAKyDItpJUy3%2F15WYIJqcJ9Q5N%2FLFJ4c3dc1URpWl9hW6mu50MUIelg4ucTPf15zs5DFo1c0VSp1tKB9jkwIyuM45kb%2BIP8gHed%2B6jO3v0KbIknzLy636E8KPTdCuUpB0wLo9JKnAO6pv0vS31EtBha%2FfJemkgLVVnd8KCk4qBTpQ5m7FbifBKrPJcq0pZAFVG%2FXbOFz%2BTcq2MLrcmV28Nmi%2FOHskh82bau0k8eWCaPijQPWQ5lUvslwVCfHkXBMIehqUgtDNLeauH1huvZTbYmw%2BluPjyWoNGEuxRLR7LK5fSyXFUyK7PURQv2v8D3XOt2NJ6liBbmPGOsakw1kbeOs%2B31Wm5qpH%2BiJWSzqdPr2O7zc2TmtnrzCig6bBd%2FvgQmzOlz0STWIlmZEQfupogOZFHUZ7EkUnMn0RrpIMqAgHRJAOjIJ3yGw1I%2FMAp9q9S3Q%2FclADNm1wEeO%2Bxbwg5OIYHZLY3ehG5lJk2xhco%2B6JWybpEVz2wrR6hZyD0QXZbeDVB%2BonmlimpkWprdAs4WEZDSQppsDlcdCBJJESIYFuAtUnC4GIF2C3Uu2Kv7L1bdz6FxtqxpG4TqQOqOUNAJ2HLvPWA2GgDy4O4vaDrtyl6P%2B1fAll%2BSyFcQ28GHqh7fvvf37udylf0fNwhzgz87Y%2Bcf5x9GnF6ygHu18sAbipWeF0YPBgp2GaKeQduxxdEr3SgbH1kvH7tvqSLhedomOvZyts2dw8acu3dY%2Ff%2BucuMtCuP%2Fe4zC4XnH3OLZ8ZuxTWxy8dJfU5dhDeKPSlJy5pn%2F%2B7u3XrJhmr9C5CuleGflGQocKnlAUaRKp0BAHV0ZwUt9VCqk6zYOgRIuMfePJzdmBdpPJ7%2F6B23%2Bf%2Bsp9NMDZevovvfYHG5dGPISQq1DojqNckchVrCcCYz%2FQ0hI0m3NKDRfkgsrnamo%2Bp0CAq1FyvC3a3Nak%2Fs5VX282x9Ufy3E39VAx6o7LpCvO2wK%2Bch9jNqpJCutcIOooKnYWtDK8gTRVYygRQfwgzKM5%2BjP2jOZdx3r32Py7rQUPOzAnoRs95NvRAR0qLGU11Taqu1bUYSzMcWjMEir067JQQHfIrLBHsrgv00%2FWavd8HRLMEEYFSW3HCSNQehnrHztKqHcDyo4VfZ6gPKCR%2BgufwA8GegxUEo4A%2Bgd0BASHiH6jYMLIsUdQJTs%2FC641KN4oCHWolCMLlMfIdtWKScjx7SM5LD9HnfmhrGI0S139UWfUnxgOXdJFW%2BAMcGjKr6eHAttHF5sUoeArYKDcxMSYcKA%2FxUDhPiEOEAPafSIUFArN0r24ynI91EPARDXvIDYyvqZaWeroBOUABQA%2FE%2BDXC7PWafDLQY2oiwpUEyj4RQtVlUp1GrM7In2p2A7VuiOW6otMiGOo5Mrp05ejVuTy6dNX%2Fk%2F7mybZQ0nUmfrbx3U4KueDnlHm5wdh8FFeKnoaKKh%2FTK18StOPhwG9Xo5mqXAxvw%2F79YQwwDR%2BnAKQQ4izVXioB84qcppWB7IqjU45z4CE17OvF1Dw%2BoTFqxtz8dxwtogBnF9MjIl%2Fin%2BK8s3hM9laIn0TiCbTAXL0T798bPXqx36p3chrv0O%2BGC9Xaj48Ecv8U8UEeBvUEsDlTepiU5OvlpeNGvpnKF0RvUooWhIjnx6GeBapXCQYTw9DNg6%2FOC3gZjp76oNTj9Kz6Jqobxb9NDqc08vcKReOpcsQV2K8InXFaXW3aI6Ofr1k48rp7CX7rx%2Bv1UKPsfvzQU0Kc83i2VdILmd2%2FyX55zT9luN2%2BCu4nKfwPcK%2FCvDVU%2BpHh8%2BLaldIf1fA5h3ndT6Fln9%2FW%2F9Ce1vndfvJtnPVO2xhm3qbafHVCN1X363UXHq9xuVD8OSD29Z8pZ5cZrern9cAdGW%2Fuib%2Fud%2BVK0L9a42r6C90kL8KzxwLQw9NkIQJL0ASU8M%2BVG0KsUdgdvpgP%2F6NqqP0%2FgHZFUfGEijZLHpiIgvV5%2FBltrj8Qd7XQd5p4P%2B7tJo30NMO6VGBwahSPMYiaaBYoLY6uEnciyhhh1Z%2FvvacG%2Frjpsvnpzs0B1Id6fmX8119l88XnOxe%2FuGrzzHcdu7UtY3%2B2vmXN5zUyj3ZcPl8p1sZSs6%2FnGXtwrV7Ka0XZdz83fwjjINpZWYw85lL8BRK4nGyIir2RiOsEyipuEcIakpGjWgBjLiHWOgj0Yi34gW1kKPxHt2Na5q%2Blwg1RdRSpFDNzosb44YJXnAfoEOpZW%2F%2F6u1lhYA6leevezbI26zNHO811M2dc5HFxpk4i1jPC0s21%2FBWW5DnPQbn2X1WK43%2FaM2n18DfSoybbNHijFpamzXI31eRibGUOxSu%2FlT96YZlq1Yt20DaSBuG6knw2eusHs5EPBfNmVvHKdaQzcDfz9ZsXmLDWGXy2U5OsYSsIn8CS12jQIyD12KKqZrLPy7mSPdICmd6WGHG8NDZkkHuE4h9TU8FpmUO%2FVjC%2FEinToFyoNDz2p9XD6g78WgQdPG7Z3R0T%2FZ5dTM9lsL8Ktek7szl2L%2BgQwGgwkZHc2g5Su7NvVqwGy2Ua4KSXUwt1X4PaM5paaEu6jQ5zVFyNabxvUksVt2T%2F4VeamYPlLtffdQsk%2B2sUTY%2FzDXl%2F05W53%2FBz9UK3p7LjapZ2ZxOm%2BUlZXrL3HHGqO8%2BwVroDaCTTnTxitMxmiAAYQzVJQH%2Bnj3oIHnPaN6Zq6sNSLjBl8tKgVr2mj%2F9CWi9dnKca8rBQBsd5R1tzVlgrl5pbnPw6kZclCr2CHxMnHohLz%2B3KRQokzALyeIKFU1TNCiayJdoHvDYe7K6mZLm8S3uJ9dojuaJ62%2FqN%2FtjQxnSnhnKPw%2BLNrLi8ZKyJ3x1YhiI1aNAtP6NzCGzYv3DmaGh%2FLvQZnt0evgIhTFV0kE%2FPYxAnOHhCQUZdCWY5JWJwMzlAGl1mpNbDU7yyGnhRMILsYhH3VRAijrPcBU8%2FCj1Y9NY6cnGVW0CjTLaz7E3epvaT%2FLtTV72Rs%2B0WVVmd0dz%2FMGTI5F0OsIviaqDlbbO5X6xT3PeXbXHRtf%2Fz%2Bfdka%2BeKPr8KF7IF4vBsT9MFPuPJMBTBMq9hQxXelQ%2Bbewnf18ap4Ib%2BmSMrtDU5zqlD8QANa5MBGh%2FOwOvSDfcV2d66mfEWsbGWmIz6nsyZDWQSmqmxDneYyvjHPmRXHZxeueyRGLZzvRioKnGto9nIPkibAJA16adcOZRQr1iAP3bUyBR7T4RgAWTKxhkCYFwshq%2B7iV9r0whk50cmRcTg4fy5x4OmmNkHndIA2%2BYuMbmE9dwGYB4KFTsvnDE6Ah47r%2FfE3AYI%2BoXADpkdlENcZ8OZEEf8FFGZNxMs6ZLpG3SUFLL7Q2kcFU%2FA%2FJsw%2BvWDa%2F7emewLaoeibaF1B9qUNnuqWK3%2BUfXYVL1v%2FomD15xxeDkPnXTOKSVcCbDGtOu0YQNpGAP7U1HU58UrqGu8xIbHtkQ3LVhb7Dx46ET3Ffcm1q0YcOizNmf3bC3VjWfAcpSv3MyTlgJ23FHQgmgvk%2Bgk8pL0mcCDOn08MDAQlf%2B%2FSlTZ1z12fnqntOhbOTL9%2FZdevbAPN%2Byby1f%2FuUtC%2Fixm8ZBo59LTXEW060hGrTDplNprWd58fwB%2Fb%2FE27BdS%2Fs7U%2BrGVCeQ46nzaw9QccnmZerGZZs3Yw9aVHt%2BKh6HN4ti6lxIhT%2FwahnZtWwzlY9QHQ2c79C%2BdxzvVDKy8GqKWQERO9YAKbpsDUTLdWV5dE8PVPjvj9pqw7ah%2FPFVtkit7aj6G5xY9mfJrCz1j1e0BcnPol4UjtrCdbahIVtd2HaURujnFJR8CuOuUUfhrGhgKKgjCYNSvCc1WKlEp8wHUaAYynFNyzZn%2B2MnYv36dbMDBTonl%2FT%2Fma5IKAyEGz%2B4eRnVtaX6tss2o34u8mWorFtuFgm4A6qK%2Fyp%2FgLEBVat5WnPDdKA574ubuFJ%2FIUfZ%2FY2Nt6mN%2BZNNTSTaeI56gKwkXerTe9DDHUw8%2FH35FY3nNN7GGuBKWhrV9ep%2B0k1WjNWVaHkW1yA%2BQHWNu8rtBw2a5YXuE40rs7%2FGA%2Bj09V3hA98yRnFPOGr8ltGlsFdD%2F7tRce3LH6Trcneuiy7K7J3khKu%2B3qUaXPWaX7T6%2FKfj9BX2eZq2XAcZT79u1ClJzUtHUqfqSMWBcZS43Ena0cUGLgpkKxB1QM%2B0Fxz10wgg6r5rltnFpH05pepUq3Y2HfYqeKRntmUFNz%2BXmcOs1H31U6cC6RTVLfCg7RNBF1UF2%2FwBgu0fFQtPEU1sSg3VcNsR7dWq3af87tUFn1l3ltXpaJxpNvtcZkH2WmMst3JqRpxUH%2BWC0E1qOGtP66s1MYv%2BVLu8%2FXFXvV%2FZbunYYBeVN64ls0ur6NzpV9xzlmQwB5qC4Tq70WC0tk8dWJXeHvkD0h9zJOM0vD86%2F1NJMaIAolctvlByferCsqOKDKceOfUu1PsmoFCamV5mCrMUOCi6V6FJosMF22AcrKJgQDVhfYh6tepp%2FlYgvnCEAbJQ1L0rOpajEmRcasMiPfxhgGoVo4rwreQpV6fUJHH2e8fa1s2c13Apl1b89a58ozdoap2sjgLN9uISl7P1DrulyeIkt0zr6JjWocoPOZsaXPb6jtqBblsgsaRre2xHi4nELm0MhG1%2Bx1SXwLpFi53b%2BaHRYo%2FIrbZtuWAKu5cSEXfybnnmUCaXGTpQr0xK2O2WWY76f%2BnAjNVf7nCZHU5XqIkTnpt6VtvsFlPXg1031g%2FVRdpkkyVpD7jnmax88QwDvg%2F66NnMRdRXTcGTmQc3cuINwN5IQqi0yzb%2BYFVHuVqI5s4ADfg5oE4ybDLd28mFSFmYvRoomsWXEdLU2Wl3GJy93ZNb%2Fd5gqmNaqJZSO1l6PVRy0nZIj%2F45EetjLguh1rLqR%2BSK0hO6NrsqcNX8zoUdjQYDJ7tb4os6%2Bi%2BY0qpY2AWlnLRDWdGFTfGY1gV0zNAtJ7pdo24se0D88AwLY%2FgZmE9iuP4V5v7CSR%2FRThaHLh%2BUeBkXwU6BC7lGOevK65udTv%2BtS%2FPfW7qj3ljTcj3b9OkbV85t8xsMj7Ddj7DGpthZKwKPvso%2Fc%2F1K9aLE12fMWLV1y1D9ua8lyJdWXr%2FbG%2BnoCFutf%2FmLILe39ITUV4igr3876fpX5g2zeB52sWnIL4fXHlgeUzOx5QfIvJQyrKQE9wHUqVq%2BPEaOrz0wVvNbJZVSfsuMzxN4l9PkedFzw9V5Dj%2BnzpgoT4ZxCxJfC5RWLc74YVHxKlExCYt0JAOMatREhHBSCAtSfod6x6Ls8HCWECLwXZ9nd5Dz1T24JUdWs6fU3%2B%2BfcnT49Qe%2BkBs%2BwdsMZgPXMp3U5S958snPP%2FEE7bvkOPCuTUDTUQ%2FUzirLhML9yPahoe1D5Fj5jWsaoveyP00PehdUAHk%2FseDVWsvDWXXXsyn%2F4wfpXc2V3%2FQxli3jl%2F5hj%2F83avSCfpTNxOEKLmTjxOEKuxgNlsQn0xgct724mhynupNW1Ph6o3RYS3%2F%2B2TJrzLlkFz%2Bip3qCHKf6eqW02QJLjBYuuj4sobhCWqa%2FYHGEHpcnumuWSOhxeaL7sOakNR6vvmo%2BYcfFA8UFXEPZf9UjyudIOyNwx%2Fi90DdsujS%2FFX2UAwvWSVK4NxaMhAGw3oowp%2Fuc8CTi7D2rBgZWwb%2F60faR7SPsEbjkXy4G0XaqhXPwe2cePjxjxuHD6ssQuR1fq6PF0E%2Bo2t1nePTn8TUmxz%2FA3crMoCc7egESuoTHYc7mYdg6etORoOhR7BBGD%2BqJopELrl4S6cJNRtEAsLP%2FOdvnJq0Wo0GolY2Et9VFB2Kf%2B4bZvVyxfOMz3WdFfSIryj6DwWghre7aQbdiDrkTL3A3vNDuDpk93HqXwam%2BbWmUJZfNn5ozKV5Pmmq8PF%2FjVY%2B2Tlk2M2RzSXKjmbQ4RZcQavEYrN%2F9rlXwtIQqzxQNMzPPfHYLvuPoO9TbT8bpGw5CQPGd%2BSyX%2FCyf0Vxjd2R9NmsunnXYa8xGHzn%2BsSfM5J0y0DZEXWWxkXjcR75KBLNLHi7XvX2G8VOrf4Ykg0AMdBESIpo7MgAfyakA6rkqpI6UjNs0px7cMV%2BD5BF49Tez1VGnYmq0WIijp985m4Sn2gJR9b07riPPFo97OYbUZbxJCpot7H%2FlpZBicglCPN7WOfJkcHqc3ElWqvvz%2F1E6bIQrG%2Btz6WkM1SM9FBTR7FSs8KyBBytSmNEoquJNFN5EQyTiCrnKDx1h58yxCepPHU5nxGoxEQeeOZi2m80DxNxncVhr6BmEfUarxejw%2BWSiHhWk19bSY7aKR5MsteblJpfTLtjimBouXsm3d3djjYM%2BwEW0El9dM%2FueVRWIsXwe43R7SgbVZqrnqoJ1X%2FkuF7pcgf8duv4q6vayV5U9zMV91GxO59UUjW8rHV6u799WzKMT7umRCXbYUKM%2BfoaCcwgaoqZUtmodV3p%2BX7akb4dnU9B9La38RPFUG2SCC90tVA4XwEFhyOpZZrUCsgWYHsczLFBBVGNtstoN1bw0Z%2BO4fYIbvZVt4EUcJEKOhHeincWqONw%2Bq6w5Go%2BWGOSR7LhKV%2BKBqbBPpfUvOf9QqkpDyVhBeyyZQGMsdA5FBUqvFMtUyGq9vjnsAJU4UcrxldP1CCaofyDkSAifoP5QwWx%2BSyUGxp75BzGAvtG7uQ38LehlyEQMeh0TeE6Bm7tYdXqdkt0uOb3kfYlNwmOdDyacOq%2FqlFo1v%2BPTmTi3E%2FglC9W11b34A22zmLzvb231Q0L2Bgg60OTW4YdstO%2BYOJnO38TtpH7zy9ymokWyA79qlVSn38HtpFlImFnhu3b4boNWXklOXV0Iwo7lQ1hrZyPFcwtjwFP7iEKSHSSJw509kh8kj6pr%2BH1jR7km9vcvqN9657vffefkv%2BfKxge1X%2B7RdjYUPIESN7gTvRkB%2FRMYtEkaVkdHApmdBPpnKmz0n1xSWFOyVIuLrinZwpoCRe6kyiVZoHX088F%2BUX4%2BWKS4iBTP0IWxGtZgOdMaV4KTayqHQF%2FVihBwTbgDXTCmKoOBJeNhwJMzEVjtjIFLuU38fPR7hqNG1JS7g%2FqRCuy3vmQ3W9Vu8qbVbP%2BSzazGRJH83MzP90Ck2m31mMjP8TiLn5uwD2Ugr2PFvPQjB5BnSJvQxGQZZEB%2BLopqzGzDbMmbkAPkZVJjeO5FzOSBKCgJze2ZS4Gemc9twrwY6u9H61iUQTcRvtdT9RW3tRxAWwFs2tcuJRnI6xjmBdWjbgFNRHMHiF1uHYBfUR%2Fut5Ug2jXAaT96%2B9RH%2FFToRwIzGbKmVJ1AZQnoabSB1yyIg7ByAridHApPMjyw0OiV6RjSbCuzwLAvFizBliWJua1tsuAgvNPbmljYbpt8lkWam7b3XZiOiKJskMOtmfScnsbPW208knwjuXrXK4Q1iKIgNyYXXDVT9C2Ye%2F78GQ5BEEXfFdde2RwauOysdJNL5AzCy84ard%2FnGAVN8alecnFdgu5Gbd5DJTL%2BhHZK0vApVy3OfU8XTSJg1TlssivsPYUlIqvn66PzrVTymCc4wgF6SDNR0pDf%2B9Gp%2BVnsUH5WtpHYsuhOaey8zdwLN47V8MTbm78g687%2BP3cx6tcAeNpjYGRgYGBk8s0%2FzBIfz2%2FzlUGeZQNQhOFCWfF0GP0%2F8P8c1jusIkAuBwMTSBQAYwQM6HjaY2BkYGAV%2Bd8KJgP%2FXWG9wwAUQQGLAYqPBl942n1TvUoDQRCe1VM8kWARjNrZGIurBAsRBIuA2vkAFsJiKTYW4guIjT5ARMgTxCLoA1hcb5OgDyGHrY7f7M65e8fpLF%2B%2B2W%2FnZ2eTmGfaIJi5I0qGDlZZcD51QzTTJirZPAI9JIwVA%2BwT8L5nOdMaV0AuMJ%2BicRHq8of6LSD18fzq8ds7xjpwBnQiSI9V5QVl6NwPvgM15NXn%2FAtWZyj3W0HjEXitOc%2FdIdbetPdFTZ%2BP6t%2BX7xU0%2Fk6GJtOe1%2FB3arN0%2Fpmz1J4UZc%2BD6ExwjD7vioeGd5HvhvU%2BR%2BDZcGZ6YBPNfAi0G97iBPwFXqph2cW8%2BD7kjMfwtinHb6kLb6Wygk3cZytSEoptGrlScdHtLPeri1JKueACMZfU1ViJG1Sq5E43dIt7SZZFl1zuRhb%2FGOs44xFVDbrJzB5tYs35OmaXTrEmkv0DajnMWQB42mNgYNCCwk0MLxheMPrhgUuY2JiUmOqY2pjWMD1hdmPOY%2B5hPsLCwWLEksSyiOUOawzrLrYiti%2FsCuxJ7Kc45DiSOPZxmnG2cG7jvMelweXDNYXrEbcBdxf3KR4OngheLd443g18fHwZfFv4NfiX8T8TEBIIEZggsEpQS7BMcJsQl5CFUI3QAWEp4RLhCyJaIldEbURXiJ4RYxEzE0sQ2yD2TzxIfJkEk4SeRJbENIkNEg8k%2FklqSGZITpE8InlL8p2UmVSG1A6pb9Jx0ltkjGSmyDySlZF1kc2RnSK7R%2FaZnJ5cmdwB%2BST5SwpuCvsUjRTLFHcoOShNU9qhzKespGyhXKV8SPmBCpOKgUqcyjSVR6omqgmqe9RE1OrUnqkHqO9R%2F6FholGgsUZzgeYZLTUtL60WbS7tKh0OnQydXTpvdGV0O3S%2F6Gnopekt0ruhz6fvpl%2Bnv0n%2Fh4GdQYvBJUMhwwTDdYYvjFSM4oxmGd0zVjK2M84w3mYiYZJgssLkkqmO6TzTF2Z2ZjVmd8ylzP3MJ5lfsRCwcLJoszhhyWXpZdlhecZKxirHapbVPesF1ndsJGwCbBbZ%2FLA1sn1jZ2XXY3fFXsM%2Bz36V%2FS8HD4cGh2OOTI51ThJOK5zeOUs4OzmXOS9wPuUi4JLgss7lm2uU6zY3NrcSty1u39zN3Mvct7l%2F8xDzMPLw88jyaPM44ynkaeEZ59niucqLyUvPKwgAn3OqOQAAAQAAARcApwARAAAAAAACAAAAAQABAAAAQAAuAAAAAHjarZK9TgJBEMf%2Fd6CRaAyRhMLqCgsbL4ciglTGRPEjSiSKlnLycXJ86CEniU%2FhM9jYWPgIFkYfwd6nsDD%2Bd1mBIIUx3mZnfzs3MzszuwDCeIYG8UUwQxmAFgxxPeeuyxrmcaNYxzTuFAewi0fFQSTxqXgM11pC8TgS2oPiCUS1d8Uh8ofiSczpYcVT5LjiCPlY8Qui%2BncOr7D02y6%2FBTCrP%2Fm%2Bb5bdTrPi2I26Z9qNGtbRQBMdXMJBGRW0YOCecxEWYoiTCvxrYBunqHPdoX2bLOyrMKlZg8thDETw5K7Itci1TXlGy0124QRZZLDFU%2FexhxztMozlosTpMH6ZPge0L%2BOKGnFKjJ4WRwppHPL0PP3SI2P9jLQwFOu3GRhDfkeyDo%2F%2FG7IHgzllZQxLdquvrdCyBVvat3seJlYo06gxapUxhU2JWnFygR03sSxnEkvcpf5Y5eibGq315TDp7fKWm8zbUVl71Aqq%2FZtNnlkWmLnQtno9ycvXYbA6W2pF3aKfCayyC0Ja7Fr%2FPW70%2FHO4YM0OKxFvzf0C1MyPjwAAeNpt1VWUU2cYRuHsgxenQt1d8%2F3JOUnqAyR1d%2FcCLQVKO22pu7tQd3d3d3d3d3cXmGzumrWy3pWLs%2FNdPDMpZaWu1783l1Lpf14MnfzO6FbqVupfGkD30iR60JNe9KYP09CXfvRnAAMZxGCGMG3pW6ZjemZgKDMyEzMzC7MyG7MzB3MyF3MzD%2FMyH%2FOzAAuyEAuzCIuyGIuzBGWCRIUqOQU16jRYkqVYmmVYluVYng6GMZwRNGmxAiuyEiuzCquyGquzBmuyFmuzDuuyHuuzARuyERuzCZuyGZuzBVuyFVuzDduyHdszklGMZgd2ZAw7MZZxjGdnJrALu9LJbuzOHkxkT%2FZib%2FZhX%2FZjfw7gQA7iYA7hUA7jcI7gSI7iaI7hWI7jeE7gRE7iZE5hEqdyGqdzBmdyFmdzDudyHudzARdyERdzCZdyGZdzBVdyFVdzDddyHddzAzdyEzdzC7dyG7dzB3dyF3dzD%2FdyH%2FfzAA%2FyEA%2FzCI%2FyGI%2FzBE%2FyFE%2FzDM%2FyHM%2FzAi%2FyEi%2FzCq%2FyGq%2FzBm%2FyFm%2FzDu%2FyHu%2FzAR%2FyER%2FzCZ%2FyGZ%2FzBV%2FyFV%2FzDd%2FyHd%2FzAz%2FyEz%2FzC7%2FyG7%2FzB3%2FyF3%2FzD%2F9mpYwsy7pl3bMeWc%2BsV9Y765NNk%2FXN%2BmX9swHZwGxQNjgb0nPkmInjR0V7Uq%2FOsaPL5Y7ylE3l8tQNN7kVt%2BrmbuHW3LrbcDvam1rtzVvdm50TxrU%2FDBvRtZUY1rV5a3jXFn550Wo%2FXDNWK3dFmh7X9LimxzU9qulRTY9qelTTo5rlKLt2wk7YiaprL%2ByFvbAX9pK9ZC%2FZS%2FaSvWQv2Uv2kr1kr2KvYq9ir2KvYq9ir2KvYq9ir2Kvaq9qr2qvaq9qr2qvaq9qr2qvai%2B3l9vL7eX2cnu5vdxebi%2B3l9sr7BV2CjuFncJOYaewU9gp7NTs1LyrZq9mr2avZq9mr2avZq9mr26vbq9ur26vbq9ur26vbq9ur26vYa9hr2GvYa9hr2GvYa%2FR7oXuQ%2Feh%2B2j%2FUU7e3C3cqc%2FV3fYdof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D92H7kP3ofvQfeg%2BdB%2B6D92H7kP3ofvQfRT29B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6j6nuG3Ya7U5q%2F0hN3nCTW3Grbu4Wrs%2FrP%2Bk%2F6T%2FpP%2Bk%2F6T%2FpP%2Bk%2B6T7pPek86TzpPOk86TzpOuk66TrpOuk66TrpOlWmPu%2F36zrpOuk66TrpOuk66TrpOvl%2FPek76TvpO%2Bk76TvpO%2Bk76TvpO%2Bk76TvpO7V9t%2BqtVs%2FOaOURU6bo6PgPt6rZbwAAAAABVFDDFwAA%29%20format%28%27woff%27%29%2Curl%28data%3Aapplication%2Ffont%2Dsfnt%3Bbase64%2CAAEAAAAPAIAAAwBwRkZUTW0ql9wAAAD8AAAAHEdERUYBRAAEAAABGAAAACBPUy8yZ7lriQAAATgAAABgY21hcNqt44EAAAGYAAAGcmN2dCAAKAL4AAAIDAAAAARnYXNw%2F%2F8AAwAACBAAAAAIZ2x5Zn1dwm8AAAgYAACUpGhlYWQFTS%2FYAACcvAAAADZoaGVhCkQEEQAAnPQAAAAkaG10eNLHIGAAAJ0YAAADdGxvY2Fv%2B5XOAACgjAAAAjBtYXhwAWoA2AAAorwAAAAgbmFtZbMsoJsAAKLcAAADonBvc3S6o%2BU1AACmgAAACtF3ZWJmwxhUUAAAsVQAAAAGAAAAAQAAAADMPaLPAAAAANB2gXUAAAAA0HZzlwABAAAADgAAABgAAAAAAAIAAQABARYAAQAEAAAAAgAAAAMEiwGQAAUABAMMAtAAAABaAwwC0AAAAaQAMgK4AAAAAAUAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAFVLV04AQAAg%2F%2F8DwP8QAAAFFAB7AAAAAQAAAAAAAAAAAAAAIAABAAAABQAAAAMAAAAsAAAACgAAAdwAAQAAAAAEaAADAAEAAAAsAAMACgAAAdwABAGwAAAAaABAAAUAKAAgACsAoAClIAogLyBfIKwgvSISIxsl%2FCYBJvonCScP4APgCeAZ4CngOeBJ4FngYOBp4HngieCX4QnhGeEp4TnhRuFJ4VnhaeF54YnhleGZ4gbiCeIW4hniIeIn4jniSeJZ4mD4%2F%2F%2F%2FAAAAIAAqAKAApSAAIC8gXyCsIL0iEiMbJfwmASb6JwknD%2BAB4AXgEOAg4DDgQOBQ4GDgYuBw4IDgkOEB4RDhIOEw4UDhSOFQ4WDhcOGA4ZDhl%2BIA4gniEOIY4iHiI%2BIw4kDiUOJg%2BP%2F%2F%2F%2F%2Fj%2F9r%2FZv9i4Ajf5N%2B132nfWd4F3P3aHdoZ2SHZE9kOIB0gHCAWIBAgCiAEH%2F4f%2BB%2F3H%2FEf6x%2FlH3wfdh9wH2ofZB9jH10fVx9RH0sfRR9EHt4e3B7WHtUezh7NHsUevx65HrMIFQABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADAAAAAACjAAAAAAAAAA1AAAAIAAAACAAAAADAAAAKgAAACsAAAAEAAAAoAAAAKAAAAAGAAAApQAAAKUAAAAHAAAgAAAAIAoAAAAIAAAgLwAAIC8AAAATAAAgXwAAIF8AAAAUAAAgrAAAIKwAAAAVAAAgvQAAIL0AAAAWAAAiEgAAIhIAAAAXAAAjGwAAIxsAAAAYAAAl%2FAAAJfwAAAAZAAAmAQAAJgEAAAAaAAAm%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%2FAADiUAAA4lkAAAEJAADiYAAA4mAAAAETAAD4%2FwAA%2BP8AAAEUAAH1EQAB9REAAAEVAAH2qgAB9qoAAAEWAAYCCgAAAAABAAABAAAAAAAAAAAAAAAAAAAAAQACAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAwAAAAAAAAAAAAAAAAAAAAAAAAAEAAUAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAHAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAYAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAVAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEUAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAKAL4AAAAAf%2F%2FAAIAAgAoAAABaAMgAAMABwAusQEALzyyBwQA7TKxBgXcPLIDAgDtMgCxAwAvPLIFBADtMrIHBgH8PLIBAgDtMjMRIRElMxEjKAFA%2Fujw8AMg%2FOAoAtAAAQBkAGQETARMAFsAAAEyFh8BHgEdATc%2BAR8BFgYPATMyFhcWFRQGDwEOASsBFx4BDwEGJi8BFRQGBwYjIiYvAS4BPQEHDgEvASY2PwEjIiYnJjU0Nj8BPgE7AScuAT8BNhYfATU0Njc2AlgPJgsLCg%2BeBxYIagcCB57gChECBgMCAQIRCuCeBwIHaggWB54PCikiDyYLCwoPngcWCGoHAgee4AoRAgYDAgECEQrgngcCB2oIFgeeDwopBEwDAgECEQrgngcCB2oIFgeeDwopIg8mCwsKD54HFghqBwIHnuAKEQIGAwIBAhEK4J4HAgdqCBYHng8KKSIPJgsLCg%2BeBxYIagcCB57gChECBgAAAAABAAAAAARMBEwAIwAAATMyFhURITIWHQEUBiMhERQGKwEiJjURISImPQE0NjMhETQ2AcLIFR0BXhUdHRX%2Boh0VyBUd%2FqIVHR0VAV4dBEwdFf6iHRXIFR3%2BohUdHRUBXh0VyBUdAV4VHQAAAAABAHAAAARABEwARQAAATMyFgcBBgchMhYPAQ4BKwEVITIWDwEOASsBFRQGKwEiJj0BISImPwE%2BATsBNSEiJj8BPgE7ASYnASY2OwEyHwEWMj8BNgM5%2BgoFCP6UBgUBDAoGBngGGAp9ARMKBgZ4BhgKfQ8LlAsP%2Fu0KBgZ4BhgKff7tCgYGeAYYCnYFBv6UCAUK%2BhkSpAgUCKQSBEwKCP6UBgwMCKAIDGQMCKAIDK4LDw8LrgwIoAgMZAwIoAgMDAYBbAgKEqQICKQSAAABAGQABQSMBK4AOwAAATIXFhcjNC4DIyIOAwchByEGFSEHIR4EMzI%2BAzUzBgcGIyInLgEnIzczNjcjNzM%2BATc2AujycDwGtSM0QDkXEys4MjAPAXtk%2FtQGAZZk%2FtQJMDlCNBUWOUA0I64eYmunznYkQgzZZHABBdpkhhQ%2BH3UErr1oaS1LMCEPCx4uTzJkMjJkSnRCKw8PIjBKK6trdZ4wqndkLzVkV4UljQAAAgB7AAAETASwAD4ARwAAASEyHgUVHAEVFA4FKwEHITIWDwEOASsBFRQGKwEiJj0BISImPwE%2BATsBNSEiJj8BPgE7ARE0NhcRMzI2NTQmIwGsAV5DakIwFgwBAQwWMEJqQ7ICASAKBgZ4BhgKigsKlQoP%2FvUKBgZ4BhgKdf71CgYGeAYYCnUPtstALS1ABLAaJD8yTyokCwsLJCpQMkAlGmQMCKAIDK8LDg8KrwwIoAgMZAwIoAgMAdsKD8j%2B1EJWVEAAAAEAyAGQBEwCvAAPAAATITIWHQEUBiMhIiY9ATQ2%2BgMgFR0dFfzgFR0dArwdFcgVHR0VyBUdAAAAAgDIAAAD6ASwACUAQQAAARUUBisBFRQGBx4BHQEzMhYdASE1NDY7ATU0NjcuAT0BIyImPQEXFRQWFx4BFAYHDgEdASE1NCYnLgE0Njc%2BAT0BA%2BgdFTJjUVFjMhUd%2FOAdFTJjUVFjMhUdyEE3HCAgHDdBAZBBNxwgIBw3QQSwlhUdZFuVIyOVW5YdFZaWFR2WW5UjI5VbZB0VlshkPGMYDDI8MgwYYzyWljxjGAwyPDIMGGM8ZAAAAAEAAAAAAAAAAAAAAAAxAAAB%2F%2FIBLATCBEEAFgAAATIWFzYzMhYVFAYjISImNTQ2NyY1NDYB9261LCwueKqqeP0ST3FVQgLYBEF3YQ6teHmtclBFaw4MGZnXAAAAAgAAAGQEsASvABoAHgAAAB4BDwEBMzIWHQEhNTQ2OwEBJyY%2BARYfATc2AyEnAwL2IAkKiAHTHhQe%2B1AeFB4B1IcKCSAkCm9wCXoBebbDBLMTIxC7%2FRYlFSoqFSUC6rcQJBQJEJSWEPwecAIWAAAAAAQAAABkBLAETAALABcAIwA3AAATITIWBwEGIicBJjYXARYUBwEGJjURNDYJATYWFREUBicBJjQHARYGIyEiJjcBNjIfARYyPwE2MhkEfgoFCP3MCBQI%2FcwIBQMBCAgI%2FvgICgoDjAEICAoKCP74CFwBbAgFCvuCCgUIAWwIFAikCBQIpAgUBEwKCP3JCAgCNwgK2v74CBQI%2FvgIBQoCJgoF%2FvABCAgFCv3aCgUIAQgIFID%2BlAgKCggBbAgIpAgIpAgAAAAD%2F%2FD%2F8AS6BLoACQANABAAAAAyHwEWFA8BJzcTAScJAQUTA%2BAmDpkNDWPWXyL9mdYCZv4f%2FrNuBLoNmQ4mDlzWYP50%2FZrWAmb8anABTwAAAAEAAAAABLAEsAAPAAABETMyFh0BITU0NjsBEQEhArz6FR384B0V%2Bv4MBLACiv3aHRUyMhUdAiYCJgAAAAEADgAIBEwEnAAfAAABJTYWFREUBgcGLgE2NzYXEQURFAYHBi4BNjc2FxE0NgFwAoUnMFNGT4gkV09IQv2oWEFPiCRXT0hCHQP5ow8eIvzBN1EXGSltchkYEAIJm%2F2iKmAVGilucRoYEQJ%2FJioAAAACAAn%2F%2BAS7BKcAHQApAAAAMh4CFQcXFAcBFgYPAQYiJwEGIycHIi4CND4BBCIOARQeATI%2BATQmAZDItoNOAQFOARMXARY7GikT%2Fu13jgUCZLaDTk6DAXKwlFZWlLCUVlYEp06DtmQCBY15%2Fu4aJRg6FBQBEk0BAU6Dtsi2g1tWlLCUVlaUsJQAAQBkAFgErwREABkAAAE%2BAh4CFRQOAwcuBDU0PgIeAQKJMHt4dVg2Q3mEqD4%2Bp4V4Qzhadnh5A7VESAUtU3ZAOXmAf7JVVbJ%2FgHk5QHZTLQVIAAAAAf%2FTAF4EewSUABgAAAETNjIXEyEyFgcFExYGJyUFBiY3EyUmNjMBl4MHFQeBAaUVBhH%2BqoIHDxH%2Bqf6qEQ8Hgv6lEQYUAyABYRMT%2Fp8RDPn%2BbxQLDPb3DAsUAZD7DBEAAv%2FTAF4EewSUABgAIgAAARM2MhcTITIWBwUTFgYnJQUGJjcTJSY2MwUjFwc3Fyc3IycBl4MHFQeBAaUVBhH%2BqoIHDxH%2Bqf6qEQ8Hgv6lEQYUAfPwxUrBw0rA6k4DIAFhExP%2BnxEM%2Bf5vFAsM9vcMCxQBkPsMEWSO4ouM5YzTAAABAAAAAASwBLAAJgAAATIWHQEUBiMVFBYXBR4BHQEUBiMhIiY9ATQ2NyU%2BAT0BIiY9ATQ2Alh8sD4mDAkBZgkMDwr7ggoPDAkBZgkMJj6wBLCwfPouaEsKFwbmBRcKXQoPDwpdChcF5gYXCktoLvp8sAAAAA0AAAAABLAETAAPABMAIwAnACsALwAzADcARwBLAE8AUwBXAAATITIWFREUBiMhIiY1ETQ2FxUzNSkBIgYVERQWMyEyNjURNCYzFTM1BRUzNSEVMzUFFTM1IRUzNQchIgYVERQWMyEyNjURNCYFFTM1IRUzNQUVMzUhFTM1GQR%2BCg8PCvuCCg8PVWQCo%2F3aCg8PCgImCg8Pc2T8GGQDIGT8GGQDIGTh%2FdoKDw8KAiYKDw%2F872QDIGT8GGQDIGQETA8K%2B%2BYKDw8KBBoKD2RkZA8K%2FqIKDw8KAV4KD2RkyGRkZGTIZGRkZGQPCv6iCg8PCgFeCg9kZGRkZMhkZGRkAAAEAAAAAARMBEwADwAfAC8APwAAEyEyFhURFAYjISImNRE0NikBMhYVERQGIyEiJjURNDYBITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NjIBkBUdHRX%2BcBUdHQJtAZAVHR0V%2FnAVHR39vQGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHQRMHRX%2BcBUdHRUBkBUdHRX%2BcBUdHRUBkBUd%2FagdFf5wFR0dFQGQFR0dFf5wFR0dFQGQFR0AAAkAAAAABEwETAAPAB8ALwA%2FAE8AXwBvAH8AjwAAEzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2MsgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR0ETB0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHf5wHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUd%2FnAdFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0ABgAAAAAEsARMAA8AHwAvAD8ATwBfAAATMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYyyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHQRMHRXIFR0dFcgVHR0VyBUdHRXIFR3%2BcB0VyBUdHRXIFR0dFcgVHR0VyBUd%2FnAdFcgVHR0VyBUdHRXIFR0dFcgVHQAAAAABACYALAToBCAAFwAACQE2Mh8BFhQHAQYiJwEmND8BNjIfARYyAdECOwgUB7EICPzxBxUH%2FoAICLEHFAirBxYB3QI7CAixBxQI%2FPAICAGACBQHsQgIqwcAAQBuAG4EQgRCACMAAAEXFhQHCQEWFA8BBiInCQEGIi8BJjQ3CQEmND8BNjIXCQE2MgOIsggI%2FvUBCwgIsggVB%2F70%2FvQHFQiyCAgBC%2F71CAiyCBUHAQwBDAcVBDuzCBUH%2FvT%2B9AcVCLIICAEL%2FvUICLIIFQcBDAEMBxUIsggI%2FvUBDAcAAwAX%2F%2BsExQSZABkAJQBJAAAAMh4CFRQHARYUDwEGIicBBiMiLgI0PgEEIg4BFB4BMj4BNCYFMzIWHQEzMhYdARQGKwEVFAYrASImPQEjIiY9ATQ2OwE1NDYBmcSzgk1OASwICG0HFQj%2B1HeOYrSBTU2BAW%2BzmFhYmLOZWFj%2BvJYKD0sKDw8KSw8KlgoPSwoPDwpLDwSZTYKzYo15%2FtUIFQhsCAgBK01NgbTEs4JNWJmzmFhYmLOZIw8KSw8KlgoPSwoPDwpLDwqWCg9LCg8AAAMAF%2F%2FrBMUEmQAZACUANQAAADIeAhUUBwEWFA8BBiInAQYjIi4CND4BBCIOARQeATI%2BATQmBSEyFh0BFAYjISImPQE0NgGZxLOCTU4BLAgIbQcVCP7Ud45itIFNTYEBb7OYWFiYs5lYWP5YAV4KDw8K%2FqIKDw8EmU2Cs2KNef7VCBUIbAgIAStNTYG0xLOCTViZs5hYWJizmYcPCpYKDw8KlgoPAAAAAAIAFwAXBJkEsAAPAC0AAAEzMhYVERQGKwEiJjURNDYFNRYSFRQOAiIuAjU0EjcVDgEVFB4BMj4BNTQmAiZkFR0dFWQVHR0BD6fSW5vW6tabW9KnZ3xyxejFcnwEsB0V%2FnAVHR0VAZAVHeGmPv7ZuHXWm1tbm9Z1uAEnPqY3yHh0xXJyxXR4yAAEAGQAAASwBLAADwAfAC8APwAAATMyFhURFAYrASImNRE0NgEzMhYVERQGKwEiJjURNDYBMzIWFREUBisBIiY1ETQ2BTMyFh0BFAYrASImPQE0NgQBlgoPDwqWCg8P%2Ft6WCg8PCpYKDw%2F%2B3pYKDw8KlgoPD%2F7elgoPDwqWCg8PBLAPCvuCCg8PCgR%2BCg%2F%2BcA8K%2FRIKDw8KAu4KD%2F7UDwr%2BPgoPDwoBwgoPyA8K%2BgoPDwr6Cg8AAAAAAgAaABsElgSWAEcATwAAATIfAhYfATcWFwcXFh8CFhUUDwIGDwEXBgcnBwYPAgYjIi8CJi8BByYnNycmLwImNTQ%2FAjY%2FASc2Nxc3Nj8CNhIiBhQWMjY0AlghKSYFMS0Fhj0rUAMZDgGYBQWYAQ8YA1AwOIYFLDIFJisfISkmBTEtBYY8LFADGQ0ClwYGlwINGQNQLzqFBS0xBSYreLJ%2BfrJ%2BBJYFmAEOGQJQMDmGBSwxBiYrHiIoJgYxLAWGPSxRAxkOApcFBZcCDhkDUTA5hgUtMAYmKiAhKCYGMC0Fhj0sUAIZDgGYBf6ZfrF%2BfrEABwBkAAAEsAUUABMAFwAhACUAKQAtADEAAAEhMhYdASEyFh0BITU0NjMhNTQ2FxUhNQERFAYjISImNREXETMRMxEzETMRMxEzETMRAfQBLCk7ARMKD%2Fu0DwoBEzspASwBLDsp%2FUQpO2RkZGRkZGRkBRQ7KWQPCktLCg9kKTtkZGT%2B1PzgKTs7KQMgZP1EArz9RAK8%2FUQCvP1EArwAAQAMAAAFCATRAB8AABMBNjIXARYGKwERFAYrASImNREhERQGKwEiJjURIyImEgJsCBUHAmAIBQqvDwr6Cg%2F%2B1A8K%2BgoPrwoFAmoCYAcH%2FaAICv3BCg8PCgF3%2FokKDw8KAj8KAAIAZAAAA%2BgEsAARABcAAAERFBYzIREUBiMhIiY1ETQ2MwEjIiY9AQJYOykBLB0V%2FOAVHR0VA1L6FR0EsP5wKTv9dhUdHRUETBUd%2FnAdFfoAAwAXABcEmQSZAA8AGwAwAAAAMh4CFA4CIi4CND4BBCIOARQeATI%2BATQmBTMyFhURMzIWHQEUBisBIiY1ETQ2AePq1ptbW5vW6tabW1ubAb%2FoxXJyxejFcnL%2BfDIKD68KDw8K%2BgoPDwSZW5vW6tabW1ub1urWmztyxejFcnLF6MUNDwr%2B7Q8KMgoPDwoBXgoPAAAAAAL%2FnAAABRQEsAALAA8AACkBAyMDIQEzAzMDMwEDMwMFFP3mKfIp%2FeYBr9EVohTQ%2Fp4b4BsBkP5wBLD%2B1AEs%2FnD%2B1AEsAAAAAAIAZAAABLAEsAAVAC8AAAEzMhYVETMyFgcBBiInASY2OwERNDYBMzIWFREUBiMhIiY1ETQ2OwEyFh0BITU0NgImyBUdvxQLDf65DSYN%2FrkNCxS%2FHQJUMgoPDwr75goPDwoyCg8DhA8EsB0V%2Fj4XEP5wEBABkBAXAcIVHfzgDwr%2BogoPDwoBXgoPDwqvrwoPAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgUzMhYVETMyFgcDBiInAyY2OwERNDYB4%2BrWm1tbm9bq1ptbW5sBv%2BjFcnLF6MVycv58lgoPiRUKDd8NJg3fDQoViQ8EmVub1urWm1tbm9bq1ps7csXoxXJyxejFDQ8K%2Fu0XEP7tEBABExAXARMKDwAAAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JiUTFgYrAREUBisBIiY1ESMiJjcTNjIB4%2BrWm1tbm9bq1ptbW5sBv%2BjFcnLF6MVycv7n3w0KFYkPCpYKD4kVCg3fDSYEmVub1urWm1tbm9bq1ps7csXoxXJyxejFAf7tEBf%2B7QoPDwoBExcQARMQAAAAAAIAAAAABLAEsAAZADkAABMhMhYXExYVERQGBwYjISImJyY1EzQ3Ez4BBSEiBgcDBhY7ATIWHwEeATsBMjY%2FAT4BOwEyNicDLgHhAu4KEwO6BwgFDBn7tAweAgYBB7kDEwKX%2FdQKEgJXAgwKlgoTAiYCEwr6ChMCJgITCpYKDAJXAhIEsA4K%2FXQYGf5XDB4CBggEDRkBqRkYAowKDsgOC%2F4%2BCw4OCpgKDg4KmAoODgsBwgsOAAMAFwAXBJkEmQAPABsAJwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgUXFhQPAQYmNRE0NgHj6tabW1ub1urWm1tbmwG%2F6MVycsXoxXJy%2Fov9ERH9EBgYBJlbm9bq1ptbW5vW6tabO3LF6MVycsXoxV2%2BDCQMvgwLFQGQFQsAAQAXABcEmQSwACgAAAE3NhYVERQGIyEiJj8BJiMiDgEUHgEyPgE1MxQOAiIuAjQ%2BAjMyA7OHBwsPCv6WCwQHhW2BdMVycsXoxXKWW5vW6tabW1ub1nXABCSHBwQL%2FpYKDwsHhUxyxejFcnLFdHXWm1tbm9bq1ptbAAAAAAIAFwABBJkEsAAaADUAAAE3NhYVERQGIyEiJj8BJiMiDgEVIzQ%2BAjMyEzMUDgIjIicHBiY1ETQ2MyEyFg8BFjMyPgEDs4cHCw8L%2FpcLBAeGboF0xXKWW5vWdcDrllub1nXAnIYHCw8LAWgKBQiFboJ0xXIEJIcHBAv%2BlwsPCweGS3LFdHXWm1v9v3XWm1t2hggFCgFoCw8LB4VMcsUAAAAKAGQAAASwBLAADwAfAC8APwBPAF8AbwB%2FAI8AnwAAEyEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0NgczMhYdARQGKwEiJj0BNDYzITIWHQEUBiMhIiY9ATQ2BzMyFh0BFAYrASImPQE0NjMhMhYdARQGIyEiJj0BNDYHMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0Nn0EGgoPDwr75goPDwPA%2FK4KDw8KA1IKDw%2F9CDIKDw8KMgoPD9IBwgoPDwr%2BPgoPD74yCg8PCjIKDw%2FSAcIKDw8K%2Fj4KDw%2B%2BMgoPDwoyCg8P0gHCCg8PCv4%2BCg8PvjIKDw8KMgoPD9IBwgoPDwr%2BPgoPDwSwDwr7ggoPDwoEfgoPyA8K%2FK4KDw8KA1IKD2QPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKDwAAAAACAAAAAARMBLAAGQAjAAABNTQmIyEiBh0BIyIGFREUFjMhMjY1ETQmIyE1NDY7ATIWHQEDhHVT%2FtRSdmQpOzspA4QpOzsp%2FageFMgUHgMgyFN1dlLIOyn9qCk7OykCWCk7lhUdHRWWAAIAZAAABEwETAAJADcAABMzMhYVESMRNDYFMhcWFREUBw4DIyIuAScuAiMiBwYjIicmNRE%2BATc2HgMXHgIzMjc2fTIKD2QPA8AEBRADIUNAMRwaPyonKSxHHlVLBwgGBQ4WeDsXKC4TOQQpLUUdZ1AHBEwPCvvNBDMKDzACBhH%2BWwYGO1AkDQ0ODg8PDzkFAwcPAbY3VwMCAwsGFAEODg5XCAAAAwAAAAAEsASXACEAMQBBAAAAMh4CFREUBisBIiY1ETQuASAOARURFAYrASImNRE0PgEDMzIWFREUBisBIiY1ETQ2ITMyFhURFAYrASImNRE0NgHk6N6jYw8KMgoPjeT%2B%2BuSNDwoyCg9joyqgCAwMCKAIDAwCYKAIDAwIoAgMDASXY6PedP7UCg8PCgEsf9FyctF%2F%2FtQKDw8KASx03qP9wAwI%2FjQIDAwIAcwIDAwI%2FjQIDAwIAcwIDAAAAAACAAAA0wRHA90AFQA5AAABJTYWFREUBiclJisBIiY1ETQ2OwEyBTc2Mh8BFhQPARcWFA8BBiIvAQcGIi8BJjQ%2FAScmND8BNjIXAUEBAgkMDAn%2B%2FhUZ%2BgoPDwr6GQJYeAcUByIHB3h4BwciBxQHeHgHFAciBwd3dwcHIgcUBwMurAYHCv0SCgcGrA4PCgFeCg%2BEeAcHIgcUB3h4BxQHIgcHd3cHByIHFAd4eAcUByIICAAAAAACAAAA0wNyA90AFQAvAAABJTYWFREUBiclJisBIiY1ETQ2OwEyJTMWFxYVFAcGDwEiLwEuATc2NTQnJjY%2FATYBQQECCQwMCf7%2BFRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcDLqwGBwr9EgoHBqwODwoBXgoPZAEJgaGafwkBAQYXBxMIZ36EaggUBxYFAAAAAAMAAADEBGID7AAbADEASwAAATMWFxYVFAYHBgcjIi8BLgE3NjU0JicmNj8BNgUlNhYVERQGJyUmKwEiJjURNDY7ATIlMxYXFhUUBwYPASIvAS4BNzY1NCcmNj8BNgPHAwsGh0RABwoDCQcqCAIGbzs3BgIJKgf9ggECCQwMCf7%2BFRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcD7AEJs9lpy1QJAQYiBhQIlrJarEcJFAYhBb6sBgcK%2FRIKBwasDg8KAV4KD2QBCYGhmn8JAQEGFwcTCGd%2BhGoIFQYWBQAAAAANAAAAAASwBLAACQAVABkAHQAhACUALQA7AD8AQwBHAEsATwAAATMVIxUhFSMRIQEjFTMVIREjESM1IQURIREhESERBSM1MwUjNTMBMxEhETM1MwEzFSMVIzUjNTM1IzUhBREhEQcjNTMFIzUzASM1MwUhNSEB9GRk%2FnBkAfQCvMjI%2FtTIZAJY%2B7QBLAGQASz84GRkArxkZP1EyP4MyGQB9MhkyGRkyAEs%2FUQBLGRkZAOEZGT%2BDGRkAfT%2B1AEsA4RkZGQCWP4MZMgBLAEsyGT%2B1AEs%2FtQBLMhkZGT%2BDP4MAfRk%2FtRkZGRkyGTI%2FtQBLMhkZGT%2B1GRkZAAAAAAJAAAAAASwBLAAAwAHAAsADwATABcAGwAfACMAADcjETMTIxEzASMRMxMjETMBIxEzASE1IRcjNTMXIzUzBSM1M2RkZMhkZAGQyMjIZGQBLMjI%2FOD%2B1AEsyGRkyGRkASzIyMgD6PwYA%2Bj8GAPo%2FBgD6PwYA%2Bj7UGRkW1tbW1sAAAIAAAAKBKYEsAANABUAAAkBFhQHAQYiJwETNDYzBCYiBhQWMjYB9AKqCAj%2BMAgUCP1WAQ8KAUM7Uzs7UzsEsP1WCBQI%2FjAICAKqAdsKD807O1Q7OwAAAAADAAAACgXSBLAADQAZACEAAAkBFhQHAQYiJwETNDYzIQEWFAcBBiIvAQkBBCYiBhQWMjYB9AKqCAj%2BMAgUCP1WAQ8KAwYCqggI%2FjAIFAg4Aaj9RP7TO1M7O1M7BLD9VggUCP4wCAgCqgHbCg%2F9VggUCP4wCAg4AaoCvM07O1Q7OwAAAAABAGQAAASwBLAAJgAAASEyFREUDwEGJjURNCYjISIPAQYWMyEyFhURFAYjISImNRE0PwE2ASwDOUsSQAgKDwr9RBkSQAgFCgK8Cg8PCvyuCg8SixIEsEv8fBkSQAgFCgO2Cg8SQAgKDwr8SgoPDwoDzxkSixIAAAABAMj%2F%2FwRMBLAACgAAEyEyFhURCQERNDb6AyAVHf4%2B%2Fj4dBLAdFfuCAbz%2BQwR%2FFR0AAAAAAwAAAAAEsASwABUARQBVAAABISIGBwMGHwEeATMhMjY%2FATYnAy4BASMiBg8BDgEjISImLwEuASsBIgYVERQWOwEyNj0BNDYzITIWHQEUFjsBMjY1ETQmASEiBg8BBhYzITI2LwEuAQM2%2FkQLEAFOBw45BhcKAcIKFwY%2BDgdTARABVpYKFgROBBYK%2FdoKFgROBBYKlgoPDwqWCg8PCgLuCg8PCpYKDw%2F%2Bsf4MChMCJgILCgJYCgsCJgITBLAPCv7TGBVsCQwMCWwVGAEtCg%2F%2BcA0JnAkNDQmcCQ0PCv12Cg8PCpYKDw8KlgoPDwoCigoP%2FagOCpgKDg4KmAoOAAAAAAQAAABkBLAETAAdACEAKQAxAAABMzIeAh8BMzIWFREUBiMhIiY1ETQ2OwE%2BBAEVMzUEIgYUFjI2NCQyFhQGIiY0AfTIOF00JAcGlik7Oyn8GCk7OymWAgknM10ByGT%2Bz76Hh76H%2Fu9WPDxWPARMKTs7FRQ7Kf2oKTs7KQJYKTsIG0U1K%2F7UZGRGh76Hh74IPFY8PFYAAAAAAgA1AAAEsASvACAAIwAACQEWFx4BHwEVITUyNi8BIQYHBh4CMxUhNTY3PgE%2FAQEDIQMCqQGBFCgSJQkK%2Fl81LBFS%2Fnk6IgsJKjIe%2FpM4HAwaBwcBj6wBVKIEr%2FwaMioTFQECQkJXLd6RWSIuHAxCQhgcDCUNDQPu%2FVoByQAAAAADAGQAAAPwBLAAJwAyADsAAAEeBhUUDgMjITU%2BATURNC4EJzUFMh4CFRQOAgclMzI2NTQuAisBETMyNjU0JisBAvEFEzUwOyodN1htbDD%2BDCk7AQYLFyEaAdc5dWM%2BHy0tEP6Pi05pESpTPnbYUFJ9Xp8CgQEHGB0zOlIuQ3VONxpZBzMoAzsYFBwLEAkHRwEpSXNDM1s6KwkxYUopOzQb%2FK5lUFqBAAABAMgAAANvBLAAGQAAARcOAQcDBhYXFSE1NjcTNjQuBCcmJzUDbQJTQgeECSxK%2Fgy6Dq0DAw8MHxUXDQYEsDkTNSj8uTEoBmFhEFIDQBEaExAJCwYHAwI5AAAAAAL%2FtQAABRQEsAAlAC8AAAEjNC4FKwERFBYfARUhNTI%2BAzURIyIOBRUjESEFIxEzByczESM3BRQyCAsZEyYYGcgyGRn%2BcAQOIhoWyBkYJhMZCwgyA%2Bj7m0tLfX1LS30DhBUgFQ4IAwH8rhYZAQJkZAEFCRUOA1IBAwgOFSAVASzI%2FOCnpwMgpwACACH%2FtQSPBLAAJQAvAAABIzQuBSsBERQWHwEVITUyPgM1ESMiDgUVIxEhEwc1IRUnNxUhNQRMMggLGRMmGBnIMhkZ%2FnAEDiIaFsgZGCYTGQsIMgPoQ6f84KenAyADhBUgFQ4IAwH9dhYZAQJkZAEFCRUOAooBAwgOFSAVASz7gn1LS319S0sABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyAlgVHR0V%2FagVHR0VA%2BgVHR0V%2FBgVHR0VAyAVHR0V%2FOAVHR0VBEwVHR0V%2B7QVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYDITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NgMhMhYdARQGIyEiJj0BNDb6ArwVHR0V%2FUQVHR2zBEwVHR0V%2B7QVHR3dArwVHR0V%2FUQVHR2zBEwVHR0V%2B7QVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AAAE1NDYzITIWHQEUBiMhIiYBNTQ2MyEyFh0BFAYjISImEzU0NjMhMhYdARQGIyEiJgE1NDYzITIWHQEUBiMhIiYB9B0VAlgVHR0V%2FagVHf5wHRUD6BUdHRX8GBUdyB0VAyAVHR0V%2FOAVHf7UHRUETBUdHRX7tBUdA7ZkFR0dFWQVHR3%2B6WQVHR0VZBUdHf7pZBUdHRVkFR0d%2FulkFR0dFWQVHR0AAAQAAAAABLAETAAPAB8ALwA%2FAAATITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2MgRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dBEwdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdAAgAAAAABLAETAAPAB8ALwA%2FAE8AXwBvAH8AABMzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2MmQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR0ETB0VZBUdHRVkFR0dFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdHRVkFR0dFWQVHf7UHRVkFR0dFWQVHR0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0dFWQVHR0VZBUdAAAG%2F5wAAASwBEwAAwATACMAKgA6AEoAACEjETsCMhYdARQGKwEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2BQc1IzUzNQUhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2AZBkZJZkFR0dFWQVHR0VAfQVHR0V%2FgwVHR3%2B%2BqfIyAHCASwVHR0V%2FtQVHR0VAlgVHR0V%2FagVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR36fUtkS68dFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdAAAABgAAAAAFFARMAA8AEwAjACoAOgBKAAATMzIWHQEUBisBIiY9ATQ2ASMRMwEhMhYdARQGIyEiJj0BNDYFMxUjFSc3BSEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyZBUdHRVkFR0dA2dkZPyuAfQVHR0V%2FgwVHR0EL8jIp6f75gEsFR0dFf7UFR0dFQJYFR0dFf2oFR0dBEwdFWQVHR0VZBUd%2B7QETP7UHRVkFR0dFWQVHchkS319rx0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0AAAAAAgAAAMgEsAPoAA8AEgAAEyEyFhURFAYjISImNRE0NgkCSwLuHywsH%2F0SHywsBIT%2B1AEsA%2BgsH%2F12HywsHwKKHyz9RAEsASwAAwAAAAAEsARMAA8AFwAfAAATITIWFREUBiMhIiY1ETQ2FxE3BScBExEEMhYUBiImNCwEWBIaGhL7qBIaGkr3ASpKASXs%2FNJwTk5wTgRMGhL8DBIaGhID9BIaZP0ftoOcAT7%2B4AH0dE5vT09vAAAAAAIA2wAFBDYEkQAWAB4AAAEyHgEVFAcOAQ8BLgQnJjU0PgIWIgYUFjI2NAKIdcZzRkWyNjYJIV5YbSk8RHOft7eCgreCBJF4ynVzj23pPz4IIWZomEiEdVijeUjDgriBgbgAAAACABcAFwSZBJkADwAXAAAAMh4CFA4CIi4CND4BAREiDgEUHgEB4%2BrWm1tbm9bq1ptbW5sBS3TFcnLFBJlbm9bq1ptbW5vW6tab%2FG8DVnLF6MVyAAACAHUAAwPfBQ8AGgA1AAABHgYVFA4DBy4DNTQ%2BBQMOAhceBBcWNj8BNiYnLgInJjc2IyYCKhVJT1dOPiUzVnB9P1SbfEokP0xXUEm8FykoAwEbITEcExUWAgYCCQkFEikMGiACCAgFD0iPdXdzdYdFR4BeRiYEBTpjl1lFh3ZzeHaQ%2Ff4hS4I6JUEnIw4IBwwQIgoYBwQQQSlZtgsBAAAAAwAAAAAEywRsAAwAKgAvAAABNz4CHgEXHgEPAiUhMhcHISIGFREUFjMhMjY9ATcRFAYjISImNRE0NgkBBzcBA%2BhsAgYUFR0OFgoFBmz9BQGQMje7%2FpApOzspAfQpO8i7o%2F5wpbm5Azj%2BlqE3AWMD9XMBAgIEDw4WKgsKc8gNuzsp%2FgwpOzsptsj%2BtKW5uaUBkKW5%2Ftf%2BljKqAWMAAgAAAAAEkwRMABsANgAAASEGByMiBhURFBYzITI2NTcVFAYjISImNRE0NgUBFhQHAQYmJzUmDgMHPgY3NT4BAV4BaaQ0wyk7OykB9Ck7yLml%2FnClubkCfwFTCAj%2BrAcLARo5ZFRYGgouOUlARioTAQsETJI2Oyn%2BDCk7OymZZ6W5uaUBkKW5G%2F7TBxUH%2Fs4GBAnLAQINFjAhO2JBNB0UBwHSCgUAAAAAAgAAAAAEnQRMAB0ANQAAASEyFwchIgYVERQWMyEyNj0BNxUUBiMhIiY1ETQ2CQE2Mh8BFhQHAQYiLwEmND8BNjIfARYyAV4BXjxDsv6jKTs7KQH0KTvIuaX%2BcKW5uQHKAYsHFQdlBwf97QcVB%2FgHB2UHFQdvCBQETBexOyn%2BDCk7OylFyNulubmlAZCluf4zAYsHB2UHFQf97AcH%2BAcVB2UHB28HAAAAAQAKAAoEpgSmADsAAAkBNjIXARYGKwEVMzU0NhcBFhQHAQYmPQEjFTMyFgcBBiInASY2OwE1IxUUBicBJjQ3ATYWHQEzNSMiJgE%2BAQgIFAgBBAcFCqrICggBCAgI%2FvgICsiqCgUH%2FvwIFAj%2B%2BAgFCq%2FICgj%2B%2BAgIAQgICsivCgUDlgEICAj%2B%2BAgKyK0KBAf%2B%2FAcVB%2F73BwQKrcgKCP74CAgBCAgKyK0KBAcBCQcVBwEEBwQKrcgKAAEAyAAAA4QETAAZAAATMzIWFREBNhYVERQGJwERFAYrASImNRE0NvpkFR0B0A8VFQ%2F%2BMB0VZBUdHQRMHRX%2BSgHFDggV%2FBgVCA4Bxf5KFR0dFQPoFR0AAAABAAAAAASwBEwAIwAAEzMyFhURATYWFREBNhYVERQGJwERFAYnAREUBisBIiY1ETQ2MmQVHQHQDxUB0A8VFQ%2F%2BMBUP%2FjAdFWQVHR0ETB0V%2FkoBxQ4IFf5KAcUOCBX8GBUIDgHF%2FkoVCA4Bxf5KFR0dFQPoFR0AAAABAJ0AGQSwBDMAFQAAAREUBicBERQGJwEmNDcBNhYVEQE2FgSwFQ%2F%2BMBUP%2FhQPDwHsDxUB0A8VBBr8GBUIDgHF%2FkoVCA4B4A4qDgHgDggV%2FkoBxQ4IAAAAAQDIABYEMwQ2AAsAABMBFhQHAQYmNRE0NvMDLhIS%2FNISGRkEMv4OCx4L%2Fg4LDhUD6BUOAAIAyABkA4QD6AAPAB8AABMzMhYVERQGKwEiJjURNDYhMzIWFREUBisBIiY1ETQ2%2BsgVHR0VyBUdHQGlyBUdHRXIFR0dA%2BgdFfzgFR0dFQMgFR0dFfzgFR0dFQMgFR0AAAEAyABkBEwD6AAPAAABERQGIyEiJjURNDYzITIWBEwdFfzgFR0dFQMgFR0DtvzgFR0dFQMgFR0dAAAAAAEAAAAZBBMEMwAVAAABETQ2FwEWFAcBBiY1EQEGJjURNDYXAfQVDwHsDw%2F%2BFA8V%2FjAPFRUPAmQBthUIDv4gDioO%2FiAOCBUBtv47DggVA%2BgVCA4AAAH%2F%2FgACBLMETwAjAAABNzIWFRMUBiMHIiY1AwEGJjUDAQYmNQM0NhcBAzQ2FwEDNDYEGGQUHgUdFWQVHQL%2BMQ4VAv4yDxUFFQ8B0gIVDwHSAh0ETgEdFfwYFR0BHRUBtf46DwkVAbX%2BOQ4JFAPoFQkP%2Fj4BthQJDv49AbYVHQAAAQEsAAAD6ARMABkAAAEzMhYVERQGKwEiJjURAQYmNRE0NhcBETQ2A1JkFR0dFWQVHf4wDxUVDwHQHQRMHRX8GBUdHRUBtv47DggVA%2BgVCA7%2BOwG2FR0AAAIAZADIBLAESAALABsAAAkBFgYjISImNwE2MgEhMhYdARQGIyEiJj0BNDYCrgH1DwkW%2B%2B4WCQ8B9Q8q%2FfcD6BUdHRX8GBUdHQQ5%2FeQPFhYPAhwP%2FUgdFWQVHR0VZBUdAAEAiP%2F8A3UESgAFAAAJAgcJAQN1%2FqABYMX92AIoA4T%2Bn%2F6fxgIoAiYAAAAAAQE7%2F%2FwEKARKAAUAAAkBJwkBNwQo%2FdnGAWH%2Bn8YCI%2F3ZxgFhAWHGAAIAFwAXBJkEmQAPADMAAAAyHgIUDgIiLgI0PgEFIyIGHQEjIgYdARQWOwEVFBY7ATI2PQEzMjY9ATQmKwE1NCYB4%2BrWm1tbm9bq1ptbW5sBfWQVHZYVHR0Vlh0VZBUdlhUdHRWWHQSZW5vW6tabW1ub1urWm7odFZYdFWQVHZYVHR0Vlh0VZBUdlhUdAAAAAAIAFwAXBJkEmQAPAB8AAAAyHgIUDgIiLgI0PgEBISIGHQEUFjMhMjY9ATQmAePq1ptbW5vW6tabW1ubAkX%2BDBUdHRUB9BUdHQSZW5vW6tabW1ub1urWm%2F5%2BHRVkFR0dFWQVHQACABcAFwSZBJkADwAzAAAAMh4CFA4CIi4CND4BBCIPAScmIg8BBhQfAQcGFB8BFjI%2FARcWMj8BNjQvATc2NC8BAePq1ptbW5vW6tabW1ubAeUZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0JCXh4CQmNBJlbm9bq1ptbW5vW6tabrQl4eAkJjQkZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0AAgAXABcEmQSZAA8AJAAAADIeAhQOAiIuAjQ%2BAQEnJiIPAQYUHwEWMjcBNjQvASYiBwHj6tabW1ub1urWm1tbmwEVVAcVCIsHB%2FIHFQcBdwcHiwcVBwSZW5vW6tabW1ub1urWm%2F4xVQcHiwgUCPEICAF3BxUIiwcHAAAAAAMAFwAXBJkEmQAPADsASwAAADIeAhQOAiIuAjQ%2BAQUiDgMVFDsBFjc%2BATMyFhUUBgciDgUHBhY7ATI%2BAzU0LgMTIyIGHQEUFjsBMjY9ATQmAePq1ptbW5vW6tabW1ubAT8dPEIyIRSDHgUGHR8UFw4TARkOGhITDAIBDQ6tBx4oIxgiM0Q8OpYKDw8KlgoPDwSZW5vW6tabW1ub1urWm5ELHi9PMhkFEBQQFRIXFgcIBw4UHCoZCBEQKDhcNi9IKhsJ%2FeMPCpYKDw8KlgoPAAADABcAFwSZBJkADwAfAD4AAAAyHgIUDgIiLgI0PgEFIyIGHQEUFjsBMjY9ATQmAyMiBh0BFBY7ARUjIgYdARQWMyEyNj0BNCYrARE0JgHj6tabW1ub1urWm1tbmwGWlgoPDwqWCg8PCvoKDw8KS0sKDw8KAV4KDw8KSw8EmVub1urWm1tbm9bq1ptWDwqWCg8PCpYKD%2F7UDwoyCg%2FIDwoyCg8PCjIKDwETCg8AAgAAAAAEsASwAC8AXwAAATMyFh0BHgEXMzIWHQEUBisBDgEHFRQGKwEiJj0BLgEnIyImPQE0NjsBPgE3NTQ2ExUUBisBIiY9AQ4BBzMyFh0BFAYrAR4BFzU0NjsBMhYdAT4BNyMiJj0BNDY7AS4BAg2WCg9nlxvCCg8PCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw%2B5DwqWCg9EZheoCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmBLAPCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw8KlgoPZ5cbwgoP%2Fs2oCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmRA8KlgoPRGYAAwAXABcEmQSZAA8AGwA%2FAAAAMh4CFA4CIi4CND4BBCIOARQeATI%2BATQmBxcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyAePq1ptbW5vW6tabW1ubAb%2FoxXJyxejFcnKaQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwdABxUHfHwHFQSZW5vW6tabW1ub1urWmztyxejFcnLF6MVaQAcVB3x8BxUHQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwAAAAMAFwAXBJkEmQAPABsAMAAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgcXFhQHAQYiLwEmND8BNjIfATc2MgHj6tabW1ub1urWm1tbmwG%2F6MVycsXoxXJyg2oHB%2F7ACBQIyggIagcVB0%2FFBxUEmVub1urWm1tbm9bq1ps7csXoxXJyxejFfWoHFQf%2BvwcHywcVB2oICE%2FFBwAAAAMAFwAXBJkEmQAPABgAIQAAADIeAhQOAiIuAjQ%2BAQUiDgEVFBcBJhcBFjMyPgE1NAHj6tabW1ub1urWm1tbmwFLdMVyQQJLafX9uGhzdMVyBJlbm9bq1ptbW5vW6tabO3LFdHhpAktB0P24PnLFdHMAAAAAAQAXAFMEsAP5ABUAABMBNhYVESEyFh0BFAYjIREUBicBJjQnAgoQFwImFR0dFf3aFxD99hACRgGrDQoV%2Ft0dFcgVHf7dFQoNAasNJgAAAAABAAAAUwSZA%2FkAFQAACQEWFAcBBiY1ESEiJj0BNDYzIRE0NgJ%2FAgoQEP32EBf92hUdHRUCJhcD8f5VDSYN%2FlUNChUBIx0VyBUdASMVCgAAAAEAtwAABF0EmQAVAAAJARYGIyERFAYrASImNREhIiY3ATYyAqoBqw0KFf7dHRXIFR3%2B3RUKDQGrDSYEif32EBf92hUdHRUCJhcQAgoQAAAAAQC3ABcEXQSwABUAAAEzMhYVESEyFgcBBiInASY2MyERNDYCJsgVHQEjFQoN%2FlUNJg3%2BVQ0KFQEjHQSwHRX92hcQ%2FfYQEAIKEBcCJhUdAAABAAAAtwSZBF0AFwAACQEWFAcBBiY1EQ4DBz4ENxE0NgJ%2FAgoQEP32EBdesKWBJAUsW4fHfhcEVf5VDSYN%2FlUNChUBIwIkRHVNabGdcUYHAQYVCgACAAAAAASwBLAAFQArAAABITIWFREUBi8BBwYiLwEmND8BJyY2ASEiJjURNDYfATc2Mh8BFhQPARcWBgNSASwVHRUOXvkIFAhqBwf5Xg4I%2FiH%2B1BUdFQ5e%2BQgUCGoHB%2FleDggEsB0V%2FtQVCA5e%2BQcHaggUCPleDhX7UB0VASwVCA5e%2BQcHaggUCPleDhUAAAACAEkASQRnBGcAFQArAAABFxYUDwEXFgYjISImNRE0Nh8BNzYyASEyFhURFAYvAQcGIi8BJjQ%2FAScmNgP2agcH%2BV4OCBX%2B1BUdFQ5e%2BQgU%2FQwBLBUdFQ5e%2BQgUCGoHB%2FleDggEYGoIFAj5Xg4VHRUBLBUIDl75B%2F3xHRX%2B1BUIDl75BwdqCBQI%2BV4OFQAAAAADABcAFwSZBJkADwAfAC8AAAAyHgIUDgIiLgI0PgEFIyIGFxMeATsBMjY3EzYmAyMiBh0BFBY7ATI2PQE0JgHj6tabW1ub1urWm1tbmwGz0BQYBDoEIxQ2FCMEOgQYMZYKDw8KlgoPDwSZW5vW6tabW1ub1urWm7odFP7SFB0dFAEuFB3%2BDA8KlgoPDwqWCg8AAAAABQAAAAAEsASwAEkAVQBhAGgAbwAAATIWHwEWHwEWFxY3Nj8BNjc2MzIWHwEWHwIeATsBMhYdARQGKwEiBh0BIREjESE1NCYrASImPQE0NjsBMjY1ND8BNjc%2BBAUHBhY7ATI2LwEuAQUnJgYPAQYWOwEyNhMhIiY1ESkBERQGIyERAQQJFAUFFhbEFQ8dCAsmxBYXERUXMA0NDgQZCAEPCj0KDw8KMgoP%2FnDI%2FnAPCjIKDw8KPQsOCRkFDgIGFRYfAp2mBwQK2woKAzMDEP41sQgQAzMDCgrnCwMe%2FokKDwGQAlgPCv6JBLAEAgIKDXYNCxUJDRZ2DQoHIREQFRh7LAkLDwoyCg8PCq8BLP7UrwoPDwoyCg8GBQQwgBkUAwgWEQ55ogcKDgqVCgSqnQcECo8KDgr8cg8KAXf%2BiQoPAZAAAAAAAgAAAAwErwSmACsASQAAATYWFQYCDgQuAScmByYOAQ8BBiY1NDc%2BATc%2BAScuAT4BNz4GFyYGBw4BDwEOBAcOARY2Nz4CNz4DNz4BBI0IGgItQmxhi2KORDg9EQQRMxuZGhYqCFUYEyADCQIQOjEnUmFch3vAJQgdHyaiPT44XHRZUhcYDhItIRmKcVtGYWtbKRYEBKYDEwiy%2Ft3IlVgxEQgLCwwBAQIbG5kYEyJAJghKFRE8Hzdff4U%2FM0o1JSMbL0QJGCYvcSEhHjZST2c1ODwEJygeW0AxJUBff1UyFAABAF0AHgRyBM8ATwAAAQ4BHgQXLgc%2BATceAwYHDgQHBicmNzY3PgQuAScWDgMmJy4BJyY%2BBDcGHgM3PgEuAicmPgMCjScfCic4R0IgBBsKGAoQAwEJEg5gikggBhANPkpTPhZINx8SBgsNJysiCRZOQQoVNU1bYC9QZwICBAUWITsoCAYdJzIYHw8YIiYHDyJJYlkEz0OAZVxEOSQMBzgXOB42IzElKRIqg5Gnl0o3Z0c6IAYWCwYNAwQFIDhHXGF1OWiqb0sdBxUknF0XNTQ8PEUiNWNROBYJDS5AQVUhVZloUSkAAAAAA%2F%2FcAGoE1ARGABsAPwBRAAAAMh4FFA4FIi4FND4EBSYGFxYVFAYiJjU0NzYmBwYHDgEXHgQyPgM3NiYnJgUHDgEXFhcWNj8BNiYnJicuAQIGpJ17bk85HBw6T257naKde25POhwcOU9uewIPDwYIGbD4sBcIBw5GWg0ECxYyWl%2BDiINfWjIWCwQMWv3%2FIw8JCSU4EC0OIw4DDywtCyIERi1JXGJcSSpJXGJcSS0tSVxiXEkqSVxiXEncDwYTOT58sLB8OzcTBg9FcxAxEiRGXkQxMEVeRSQSMRF1HiQPLxJEMA0EDyIPJQ8sSRIEAAAABP%2FcAAAE1ASwABQAJwA7AEwAACEjNy4ENTQ%2BBTMyFzczEzceARUUDgMHNz4BNzYmJyYlBgcOARceBBc3LgE1NDc2JhcHDgEXFhcWNj8CJyYnLgECUJQfW6l2WSwcOU9ue51SPUEglCYvbIknUGqYUi5NdiYLBAw2%2FVFGWg0ECxIqSExoNSlrjxcIB3wjDwkJJTgQLQ4MFgMsLQsieBRhdHpiGxVJXGJcSS0Pef5StVXWNBpacm5jGq0xiD8SMRFGckVzEDESHjxRQTkNmhKnbjs3EwZwJA8vEkQwDQQPC1YELEkSBAAAAAP%2FngAABRIEqwALABgAKAAAJwE2FhcBFgYjISImJSE1NDY7ATIWHQEhAQczMhYPAQ4BKwEiJi8BJjZaAoIUOBQCghUbJfryJRsBCgFZDwqWCg8BWf5DaNAUGAQ6BCMUNhQjBDoEGGQEKh8FIfvgIEdEhEsKDw8KSwLT3x0U%2FBQdHRT8FB0AAAABAGQAFQSwBLAAKAAAADIWFREBHgEdARQGJyURFh0BFAYvAQcGJj0BNDcRBQYmPQE0NjcBETQCTHxYAWsPFhgR%2FplkGhPNzRMaZP6ZERgWDwFrBLBYPv6t%2FrsOMRQpFA0M%2Bf75XRRAFRAJgIAJEBVAFF0BB%2FkMDRQpFDEOAUUBUz4AAAARAAAAAARMBLAAHQAnACsALwAzADcAOwA%2FAEMARwBLAE8AUwBXAFsAXwBjAAABMzIWHQEzMhYdASE1NDY7ATU0NjsBMhYdASE1NDYBERQGIyEiJjURFxUzNTMVMzUzFTM1MxUzNTMVMzUFFTM1MxUzNTMVMzUzFTM1MxUzNQUVMzUzFTM1MxUzNTMVMzUzFTM1A1JkFR0yFR37tB0VMh0VZBUdAfQdAQ8dFfwYFR1kZGRkZGRkZGRk%2FHxkZGRkZGRkZGT8fGRkZGRkZGRkZASwHRUyHRWWlhUdMhUdHRUyMhUd%2FnD9EhUdHRUC7shkZGRkZGRkZGRkyGRkZGRkZGRkZGTIZGRkZGRkZGRkZAAAAAMAAAAZBXcElwAZACUANwAAARcWFA8BBiY9ASMBISImPQE0NjsBATM1NDYBBycjIiY9ATQ2MyEBFxYUDwEGJj0BIyc3FzM1NDYEb%2FkPD%2FkOFZ%2F9qP7dFR0dFdECWPEV%2FamNetEVHR0VASMDGvkPD%2FkOFfG1jXqfFQSN5g4qDuYOCBWW%2FagdFWQVHQJYlhUI%2FpiNeh0VZBUd%2Fk3mDioO5g4IFZa1jXqWFQgAAAABAAAAAASwBEwAEgAAEyEyFhURFAYjIQERIyImNRE0NmQD6Ck7Oyn9rP7QZCk7OwRMOyn9qCk7%2FtQBLDspAlgpOwAAAAMAZAAABEwEsAAJABMAPwAAEzMyFh0BITU0NiEzMhYdASE1NDYBERQOBSIuBTURIRUUFRwBHgYyPgYmNTQ9AZbIFR3%2B1B0C0cgVHf7UHQEPBhgoTGacwJxmTCgYBgEsAwcNFB8nNkI2Jx8TDwUFAQSwHRX6%2BhUdHRX6%2BhUd%2FnD%2B1ClJalZcPigoPlxWakkpASz6CRIVKyclIRsWEAgJEBccISUnKhURCPoAAAAB%2F%2F8A1ARMA8IABQAAAQcJAScBBEzG%2Fp%2F%2Bn8UCJwGbxwFh%2Fp%2FHAicAAQAAAO4ETQPcAAUAAAkCNwkBBE392v3ZxgFhAWEDFf3ZAifH%2Fp8BYQAAAAAC%2F1EAZAVfA%2BgAFAApAAABITIWFREzMhYPAQYiLwEmNjsBESElFxYGKwERIRchIiY1ESMiJj8BNjIBlALqFR2WFQgO5g4qDuYOCBWW%2FoP%2BHOYOCBWWAYHX%2FRIVHZYVCA7mDioD6B0V%2FdkVDvkPD%2FkOFQGRuPkOFf5wyB0VAiYVDvkPAAABAAYAAASeBLAAMAAAEzMyFh8BITIWBwMOASMhFyEyFhQGKwEVFAYiJj0BIRUUBiImPQEjIiYvAQMjIiY0NjheERwEJgOAGB4FZAUsIf2HMAIXFR0dFTIdKh3%2B1B0qHR8SHQYFyTYUHh4EsBYQoiUY%2FiUVK8gdKh0yFR0dFTIyFR0dFTIUCQoDwR0qHQAAAAACAAAAAASwBEwACwAPAAABFSE1MzQ2MyEyFhUFIREhBLD7UMg7KQEsKTv9RASw%2B1AD6GRkKTs7Kcj84AACAAAAAAXcBEwADAAQAAATAxEzNDYzITIWFSEVBQEhAcjIyDspASwqOgH0ASz%2B1PtQASwDIP5wAlgpOzspyGT9RAK8AAEBRQAAA2sErwAbAAABFxYGKwERMzIWDwEGIi8BJjY7AREjIiY%2FATYyAnvmDggVlpYVCA7mDioO5g4IFZaWFQgO5g4qBKD5DhX9pxUO%2BQ8P%2BQ4VAlkVDvkPAAAAAQABAUQErwNrABsAAAEXFhQPAQYmPQEhFRQGLwEmND8BNhYdASE1NDYDqPkODvkPFf2oFQ%2F5Dg75DxUCWBUDYOUPKQ%2FlDwkUl5cUCQ%2FlDykP5Q8JFZWVFQkAAAAEAAAAAASwBLAACQAZAB0AIQAAAQMuASMhIgYHAwUhIgYdARQWMyEyNj0BNCYFNTMVMzUzFQSRrAUkFP1gFCQFrAQt%2FBgpOzspA%2BgpOzv%2Bq2RkZAGQAtwXLSgV%2FR1kOylkKTs7KWQpO8hkZGRkAAAAA%2F%2BcAGQEsARMAAsAIwAxAAAAMhYVERQGIiY1ETQDJSMTFgYjIisBIiYnAj0BNDU0PgE7ASUBFSIuAz0BND4CNwRpKh0dKh1k%2FV0mLwMRFQUCVBQdBDcCCwzIAqP8GAQOIhoWFR0dCwRMHRX8rhUdHRUDUhX8mcj%2B7BAIHBUBUQ76AgQQDw36%2FtT6AQsTKRwyGigUDAEAAAACAEoAAARmBLAALAA1AAABMzIWDwEeARcTFzMyFhQGBw4EIyIuBC8BLgE0NjsBNxM%2BATcnJjYDFjMyNw4BIiYCKV4UEgYSU3oPP3YRExwaEggeZGqfTzl0XFU%2BLwwLEhocExF2Pw96UxIGEyQyNDUxDDdGOASwFRMlE39N%2FrmtHSkoBwQLHBYSCg4REg4FBAgoKR2tAUdNfhQgExr7vgYGMT09AAEAFAAUBJwEnAAXAAABNwcXBxcHFycHJwcnBzcnNyc3Jxc3FzcDIOBO6rS06k7gLZubLeBO6rS06k7gLZubA7JO4C2bmy3gTuq0tOpO4C2bmy3gTuq0tAADAAAAZASwBLAAIQAtAD0AAAEzMhYdAQchMhYdARQHAw4BKwEiJi8BIyImNRE0PwI%2BARcPAREzFzMTNSE3NQEzMhYVERQGKwEiJjURNDYCijIoPBwBSCg8He4QLBf6B0YfHz0tNxSRYA0xG2SWZIjW%2Bv4%2BMv12ZBUdHRVkFR0dBLBRLJZ9USxkLR3%2BqBghMhkZJCcBkCQbxMYcKGTU1f6JZAF3feGv%2FtQdFf4MFR0dFQH0FR0AAAAAAwAAAAAEsARMACAAMAA8AAABMzIWFxMWHQEUBiMhFh0BFAYrASImLwImNRE0NjsBNgUzMhYVERQGKwEiJjURNDYhByMRHwEzNSchNQMCWPoXLBDuHTwo%2FrgcPCgyGzENYJEUNy09fP3pZBUdHRVkFR0dAl%2BIZJZkMjIBwvoETCEY%2FqgdLWQsUXYHlixRKBzGxBskAZAnJGRkHRX%2BDBUdHRUB9BUdZP6J1dSv4X0BdwADAAAAZAUOBE8AGwA3AEcAAAElNh8BHgEPASEyFhQGKwEDDgEjISImNRE0NjcXERchEz4BOwEyNiYjISoDLgQnJj8BJwUzMhYVERQGKwEiJjURNDYBZAFrHxZuDQEMVAEuVGxuVGqDBhsP%2FqoHphwOOmQBJYMGGw%2FLFRMSFv44AgoCCQMHAwUDAQwRklb9T2QVHR0VZBUdHQNp5hAWcA0mD3lMkE7%2BrRUoog0CDRElCkj%2BCVkBUxUoMjIBAgIDBQIZFrdT5B0V%2FgwVHR0VAfQVHQAAAAP%2FnABkBLAETwAdADYARgAAAQUeBBURFAYjISImJwMjIiY0NjMhJyY2PwE2BxcWBw4FKgIjIRUzMhYXEyE3ESUFMzIWFREUBisBIiY1ETQ2AdsBbgIIFBANrAf%2Bqg8bBoNqVW1sVAEuVQsBDW4WSpIRDAIDBQMHAwkDCgH%2BJd0PHAaCASZq%2FqoCUGQVHR0VZBUdHQRP5gEFEBEXC%2F3zDaIoFQFTTpBMeQ8mDXAWrrcWGQIFAwICAWQoFf6tWQH37OQdFf4MFR0dFQH0FR0AAAADAGEAAARMBQ4AGwA3AEcAAAAyFh0BBR4BFREUBiMhIiYvAQMmPwE%2BAR8BETQXNTQmBhURHAMOBAcGLwEHEyE3ESUuAQMhMhYdARQGIyEiJj0BNDYB3pBOAVMVKKIN%2FfMRJQoJ5hAWcA0mD3nGMjIBAgIDBQIZFrdT7AH3Wf6tFSiWAfQVHR0V%2FgwVHR0FDm5UaoMGGw%2F%2BqgemHA4OAWsfFm4NAQxUAS5U1ssVExIW%2FjgCCgIJAwcDBQMBDBGSVv6tZAElgwYb%2FQsdFWQVHR0VZBUdAAP%2F%2FQAGA%2BgFFAAPAC0ASQAAASEyNj0BNCYjISIGHQEUFgEVFAYiJjURBwYmLwEmNxM%2BBDMhMhYVERQGBwEDFzc2Fx4FHAIVERQWNj0BNDY3JREnAV4B9BUdHRX%2BDBUdHQEPTpBMeQ8mDXAWEOYBBRARFwsCDQ2iKBX9iexTtxYZAgUDAgIBMjIoFQFTWQRMHRVkFR0dFWQVHfzmalRubFQBLlQMAQ1uFh8BawIIEw8Mpgf%2Bqg8bBgHP%2Fq1WkhEMAQMFAwcDCQIKAv44FhITFcsPGwaDASVkAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBJSYGHQEhIgYdARQWMyEVFBY3JTY0AeLs1ptbW5vW7NabW1ubAob%2B7RAX%2Fu0KDw8KARMXEAETEASaW5vW7NabW1ub1uzWm%2F453w0KFYkPCpYKD4kVCg3fDSYAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgENAQYUFwUWNj0BITI2PQE0JiMhNTQmAeLs1ptbW5vW7NabW1ubASX%2B7RAQARMQFwETCg8PCv7tFwSaW5vW7NabW1ub1uzWm%2BjfDSYN3w0KFYkPCpYKD4kVCgAAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBAyYiBwMGFjsBERQWOwEyNjURMzI2AeLs1ptbW5vW7NabW1ubAkvfDSYN3w0KFYkPCpYKD4kVCgSaW5vW7NabW1ub1uzWm%2F5AARMQEP7tEBf%2B7QoPDwoBExcAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEFIyIGFREjIgYXExYyNxM2JisBETQmAeLs1ptbW5vW7NabW1ubAZeWCg%2BJFQoN3w0mDd8NChWJDwSaW5vW7NabW1ub1uzWm7sPCv7tFxD%2B7RAQARMQFwETCg8AAAMAGAAYBJgEmAAPAJYApgAAADIeAhQOAiIuAjQ%2BASUOAwcGJgcOAQcGFgcOAQcGFgcUFgcyHgEXHgIXHgI3Fg4BFx4CFxQGFBcWNz4CNy4BJy4BJyIOAgcGJyY2NS4BJzYuAQYHBicmNzY3HgIXHgMfAT4CJyY%2BATc%2BAzcmNzIWMjY3LgMnND4CJiceAT8BNi4CJwYHFB4BFS4CJz4BNxYyPgEB5OjVm1xcm9Xo1ZtcXJsBZA8rHDoKDz0PFD8DAxMBAzEFCRwGIgEMFhkHECIvCxU%2FOR0HFBkDDRQjEwcFaHUeISQDDTAMD0UREi4oLBAzDwQBBikEAQMLGhIXExMLBhAGKBsGBxYVEwYFAgsFAwMNFwQGCQcYFgYQCCARFwkKKiFBCwQCAQMDHzcLDAUdLDgNEiEQEgg%2FKhADGgMKEgoRBJhcm9Xo1ZtcXJvV6NWbEQwRBwkCAwYFBycPCxcHInIWInYcCUcYChQECA4QBAkuHgQPJioRFRscBAcSCgwCch0kPiAIAQcHEAsBAgsLIxcBMQENCQIPHxkCFBkdHB4QBgEBBwoMGBENBAMMJSAQEhYXDQ4qFBkKEhIDCQsXJxQiBgEOCQwHAQ0DBAUcJAwSCwRnETIoAwEJCwsLJQcKDBEAAAAAAQAAAAIErwSFABYAAAE2FwUXNxYGBw4BJwEGIi8BJjQ3ASY2AvSkjv79kfsGUE08hjv9rA8rD28PDwJYIk8EhVxliuh%2BWYcrIgsW%2FawQEG4PKxACV2XJAAYAAABgBLAErAAPABMAIwAnADcAOwAAEyEyFh0BFAYjISImPQE0NgUjFTMFITIWHQEUBiMhIiY9ATQ2BSEVIQUhMhYdARQGIyEiJj0BNDYFIRUhZAPoKTs7KfwYKTs7BBHIyPwYA%2BgpOzsp%2FBgpOzsEEf4MAfT8GAPoKTs7KfwYKTs7BBH%2B1AEsBKw7KWQpOzspZCk7ZGTIOylkKTs7KWQpO2RkyDspZCk7OylkKTtkZAAAAAIAZAAABEwEsAALABEAABMhMhYUBiMhIiY0NgERBxEBIZYDhBUdHRX8fBUdHQI7yP6iA4QEsB0qHR0qHf1E%2FtTIAfQB9AAAAAMAAABkBLAEsAAXABsAJQAAATMyFh0BITIWFREhNSMVIRE0NjMhNTQ2FxUzNQEVFAYjISImPQEB9MgpOwEsKTv%2BDMj%2BDDspASw7KcgB9Dsp%2FBgpOwSwOylkOyn%2BcGRkAZApO2QpO2RkZP1EyCk7OynIAAAABAAAAAAEsASwABUAKwBBAFcAABMhMhYPARcWFA8BBiIvAQcGJjURNDYpATIWFREUBi8BBwYiLwEmND8BJyY2ARcWFA8BFxYGIyEiJjURNDYfATc2MgU3NhYVERQGIyEiJj8BJyY0PwE2MhcyASwVCA5exwcHaggUCMdeDhUdAzUBLBUdFQ5exwgUCGoHB8deDgj%2BL2oHB8deDggV%2FtQVHRUOXscIFALLXg4VHRX%2B1BUIDl7HBwdqCBQIBLAVDl7HCBQIagcHx14OCBUBLBUdHRX%2B1BUIDl7HBwdqCBQIx14OFf0maggUCMdeDhUdFQEsFQgOXscHzl4OCBX%2B1BUdFQ5exwgUCGoHBwAAAAYAAAAABKgEqAAPABsAIwA7AEMASwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JiQyFhQGIiY0JDIWFAYjIicHFhUUBiImNTQ2PwImNTQEMhYUBiImNCQyFhQGIiY0Advy3Z9fX5%2Fd8t2gXl6gAcbgv29vv%2BC%2Fb2%2F%2BLS0gIC0gAUwtICAWDg83ETNIMykfegEJ%2FoctICAtIAIdLSAgLSAEqF%2Bf3fLdoF5eoN3y3Z9Xb7%2Fgv29vv%2BC%2FBiAtISEtICAtIQqRFxwkMzMkIDEFfgEODhekIC0gIC0gIC0gIC0AAf%2FYAFoEuQS8AFsAACUBNjc2JicmIyIOAwcABw4EFx4BMzI3ATYnLgEjIgcGBwEOASY0NwA3PgEzMhceARcWBgcOBgcGIyImJyY2NwE2NzYzMhceARcWBgcBDgEnLgECIgHVWwgHdl8WGSJBMD8hIP6IDx4eLRMNBQlZN0ozAiQkEAcdEhoYDRr%2Bqw8pHA4BRyIjQS4ODyw9DQ4YIwwod26La1YOOEBGdiIwGkQB%2F0coW2tQSE5nDxE4Qv4eDyoQEAOtAdZbZWKbEQQUGjIhH%2F6JDxsdNSg3HT5CMwIkJCcQFBcMGv6uDwEcKQ4BTSIjIQEINykvYyMLKnhuiWZMBxtAOU6%2BRAH%2FSBg3ISSGV121Qv4kDwIPDyYAAAACAGQAWASvBEQAGQBEAAABPgIeAhUUDgMHLgQ1ND4CHgEFIg4DIi4DIyIGFRQeAhcWFx4EMj4DNzY3PgQ1NCYCiTB7eHVYNkN5hKg%2BPqeFeEM4WnZ4eQEjIT8yLSohJyktPyJDbxtBMjMPBw86KzEhDSIzKUAMBAgrKT8dF2oDtURIBS1TdkA5eYB%2FslVVsn%2BAeTlAdlMtBUgtJjY1JiY1NiZvTRc4SjQxDwcOPCouGBgwKEALBAkpKkQqMhNPbQACADn%2F8gR3BL4AFwAuAAAAMh8BFhUUBg8BJi8BNycBFwcvASY0NwEDNxYfARYUBwEGIi8BJjQ%2FARYfAQcXAQKru0KNQjgiHR8uEl%2F3%2FnvUaRONQkIBGxJpCgmNQkL%2B5UK6Qo1CQjcdLhJf9wGFBL5CjUJeKmsiHTUuEl%2F4%2FnvUahKNQrpCARv%2BRmkICY1CukL%2B5UJCjUK7Qjc3LxFf%2BAGFAAAAAAMAyAAAA%2BgEsAARABUAHQAAADIeAhURFAYjISImNRE0PgEHESERACIGFBYyNjQCBqqaZDo7Kf2oKTs8Zj4CWP7%2FVj09Vj0EsB4uMhX8Ryk7OykDuRUzLar9RAK8%2FRY9Vj09VgABAAAAAASwBLAAFgAACQEWFAYiLwEBEScBBRMBJyEBJyY0NjIDhgEbDx0qDiT%2B6dT%2BzP7oywEz0gEsAQsjDx0qBKH%2B5g8qHQ8j%2FvX%2B1NL%2BzcsBGAE01AEXJA4qHQAAAAADAScAEQQJBOAAMgBAAEsAAAEVHgQXIy4DJxEXHgQVFAYHFSM1JicuASczHgEXEScuBDU0PgI3NRkBDgMVFB4DFxYXET4ENC4CArwmRVI8LAKfBA0dMydAIjxQNyiym2SWVygZA4sFV0obLkJOMCAyVWg6HSoqFQ4TJhkZCWgWKTEiGBkzNwTgTgUTLD9pQiQuLBsH%2Fs0NBxMtPGQ%2Bi6oMTU8QVyhrVk1iEAFPCA4ZLzlYNkZwSCoGTf4SARIEDh02Jh0rGRQIBgPQ%2FsoCCRYgNEM0JRkAAAABAGQAZgOUBK0ASgAAATIeARUjNC4CIyIGBwYVFB4BFxYXMxUjFgYHBgc%2BATM2FjMyNxcOAyMiLgEHDgEPASc%2BBTc%2BAScjNTMmJy4CPgE3NgIxVJlemSc8OxolVBQpGxoYBgPxxQgVFS02ImIWIIwiUzUyHzY4HCAXanQmJ1YYFzcEGAcTDBEJMAwk3aYXFQcKAg4tJGEErVCLTig%2FIhIdFSw5GkowKgkFZDKCHj4yCg8BIh6TExcIASIfBAMaDAuRAxAFDQsRCjePR2QvORQrREFMIVgAAAACABn%2F%2FwSXBLAADwAfAAABMzIWDwEGIi8BJjY7AREzBRcWBisBESMRIyImPwE2MgGQlhUIDuYOKg7mDggVlsgCF%2BYOCBWWyJYVCA7mDioBLBYO%2Bg8P%2Bg4WA4QQ%2BQ4V%2FHwDhBUO%2BQ8AAAQAGf%2F%2FA%2BgEsAAHABcAGwAlAAABIzUjFSMRIQEzMhYPAQYiLwEmNjsBETMFFTM1EwczFSE1NyM1IQPoZGRkASz9qJYVCA7mDioO5g4IFZbIAZFkY8jI%2FtTIyAEsArxkZAH0%2FHwWDvoPD%2FoOFgOEZMjI%2FRL6ZJb6ZAAAAAAEABn%2F%2FwPoBLAADwAZACEAJQAAATMyFg8BBiIvASY2OwERMwUHMxUhNTcjNSERIzUjFSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAljIyP7UyMgBLGRkZAEsx2QBLBYO%2Bg8P%2Bg4WA4SW%2BmSW%2BmT7UGRkAfRkyMgAAAAEABn%2F%2FwRMBLAADwAVABsAHwAAATMyFg8BBiIvASY2OwERMwEjESM1MxMjNSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAlhkZMhkZMgBLMdkASwWDvoPD%2FoOFgOE%2FgwBkGT7UGQBkGTIyAAAAAAEABn%2F%2FwRMBLAADwAVABkAHwAAATMyFg8BBiIvASY2OwERMwEjNSMRIQcVMzUDIxEjNTMBkJYVCA7mDioO5g4IFZbIArxkyAEsx2QBZGTIASwWDvoPD%2FoOFgOE%2FgxkAZBkyMj7tAGQZAAAAAAFABn%2F%2FwSwBLAADwATABcAGwAfAAABMzIWDwEGIi8BJjY7AREzBSM1MxMhNSETITUhEyE1IQGQlhUIDuYOKg7mDggVlsgB9MjIZP7UASxk%2FnABkGT%2BDAH0ASwWDvoPD%2FoOFgOEyMj%2BDMj%2BDMj%2BDMgABQAZ%2F%2F8EsASwAA8AEwAXABsAHwAAATMyFg8BBiIvASY2OwERMwUhNSEDITUhAyE1IQMjNTMBkJYVCA7mDioO5g4IFZbIAyD%2BDAH0ZP5wAZBk%2FtQBLGTIyAEsFg76Dw%2F6DhYDhMjI%2FgzI%2FgzI%2FgzIAAIAAAAABEwETAAPAB8AAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmAV4BkKK8u6P%2BcKW5uQJn%2FgwpOzspAfQpOzsETLuj%2FnClubmlAZClucg7Kf4MKTs7KQH0KTsAAAAAAwAAAAAETARMAA8AHwArAAABITIWFREUBiMhIiY1ETQ2BSEiBhURFBYzITI2NRE0JgUXFhQPAQYmNRE0NgFeAZClubml%2FnCju7wCZP4MKTs7KQH0KTs7%2Fm%2F9ERH9EBgYBEy5pf5wpbm5pQGQo7vIOyn%2BDCk7OykB9Ck7gr4MJAy%2BDAsVAZAVCwAAAAADAAAAAARMBEwADwAfACsAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFg8BBiIvASY2AV4BkKO7uaX%2BcKW5uQJn%2FgwpOzspAfQpOzv%2BFQGQFQsMvgwkDL4MCwRMvKL%2BcKW5uaUBkKO7yDsp%2FgwpOzspAfQpO8gYEP0REf0QGAAAAAMAAAAABEwETAAPAB8AKwAAASEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFFxYGIyEiJj8BNjIBXgGQpbm5pf5wo7u5Amf%2BDCk7OykB9Ck7O%2F77vgwLFf5wFQsMvgwkBEy5pf5wo7u8ogGQpbnIOyn%2BDCk7OykB9Ck7z%2F0QGBgQ%2FREAAAAAAgAAAAAFFARMAB8ANQAAASEyFhURFAYjISImPQE0NjMhMjY1ETQmIyEiJj0BNDYHARYUBwEGJj0BIyImPQE0NjsBNTQ2AiYBkKW5uaX%2BcBUdHRUBwik7Oyn%2BPhUdHb8BRBAQ%2FrwQFvoVHR0V%2BhYETLml%2FnCluR0VZBUdOykB9Ck7HRVkFR3p%2FuQOJg7%2B5A4KFZYdFcgVHZYVCgAAAQDZAAID1wSeACMAAAEXFgcGAgclMhYHIggBBwYrAScmNz4BPwEhIicmNzYANjc2MwMZCQgDA5gCASwYEQ4B%2Fvf%2B8wQMDgkJCQUCUCcn%2FtIXCAoQSwENuwUJEASeCQoRC%2F5TBwEjEv7K%2FsUFDwgLFQnlbm4TFRRWAS%2FTBhAAAAACAAAAAAT%2BBEwAHwA1AAABITIWHQEUBiMhIgYVERQWMyEyFh0BFAYjISImNRE0NgUBFhQHAQYmPQEjIiY9ATQ2OwE1NDYBXgGQFR0dFf4%2BKTs7KQHCFR0dFf5wpbm5AvEBRBAQ%2FrwQFvoVHR0V%2BhYETB0VZBUdOyn%2BDCk7HRVkFR25pQGQpbnp%2FuQOJg7%2B5A4KFZYdFcgVHZYVCgACAAAAAASwBLAAFQAxAAABITIWFREUBi8BAQYiLwEmNDcBJyY2ASMiBhURFBYzITI2PQE3ERQGIyEiJjURNDYzIQLuAZAVHRUObf7IDykPjQ8PAThtDgj%2B75wpOzspAfQpO8i7o%2F5wpbm5pQEsBLAdFf5wFQgObf7IDw%2BNDykPAThtDhX%2B1Dsp%2FgwpOzsplMj%2B1qW5uaUBkKW5AAADAA4ADgSiBKIADwAbACMAAAAyHgIUDgIiLgI0PgEEIg4BFB4BMj4BNCYEMhYUBiImNAHh7tmdXV2d2e7ZnV1dnQHD5sJxccLmwnFx%2FnugcnKgcgSiXZ3Z7tmdXV2d2e7ZnUdxwubCcXHC5sJzcqBycqAAAAMAAAAABEwEsAAVAB8AIwAAATMyFhURMzIWBwEGIicBJjY7ARE0NgEhMhYdASE1NDYFFTM1AcLIFR31FAoO%2FoEOJw3%2BhQ0JFfod%2FoUD6BUd%2B7QdA2dkBLAdFf6iFg%2F%2BVg8PAaoPFgFeFR38fB0V%2BvoVHWQyMgAAAAMAAAAABEwErAAVAB8AIwAACQEWBisBFRQGKwEiJj0BIyImNwE%2BAQEhMhYdASE1NDYFFTM1AkcBeg4KFfQiFsgUGPoUCw4Bfw4n%2FfkD6BUd%2B7QdA2dkBJ7%2BTQ8g%2BhQeHRX6IQ8BrxAC%2FH8dFfr6FR1kMjIAAwAAAAAETARLABQAHgAiAAAJATYyHwEWFAcBBiInASY0PwE2MhcDITIWHQEhNTQ2BRUzNQGMAXEHFQeLBwf98wcVB%2F7cBweLCBUH1APoFR37tB0DZ2QC0wFxBweLCBUH%2FfMICAEjCBQIiwcH%2FdIdFfr6FR1kMjIABAAAAAAETASbAAkAGQAjACcAABM3NjIfAQcnJjQFNzYWFQMOASMFIiY%2FASc3ASEyFh0BITU0NgUVMzWHjg4qDk3UTQ4CFtIOFQIBHRX9qxUIDtCa1P49A%2BgVHfu0HQNnZAP%2Fjg4OTdRMDyqa0g4IFf2pFB4BFQ7Qm9T9Oh0V%2BvoVHWQyMgAAAAQAAAAABEwEsAAPABkAIwAnAAABBR4BFRMUBi8BByc3JyY2EwcGIi8BJjQ%2FAQEhMhYdASE1NDYFFTM1AV4CVxQeARUO0JvUm9IOCMNMDyoOjg4OTf76A%2BgVHfu0HQNnZASwAgEdFf2rFQgO0JrUmtIOFf1QTQ4Ojg4qDk3%2BWB0V%2BvoVHWQyMgACAAT%2F7ASwBK8ABQAIAAAlCQERIQkBFQEEsP4d%2Fsb%2BcQSs%2FTMCq2cBFP5xAacDHPz55gO5AAAAAAIAAABkBEwEsAAVABkAAAERFAYrAREhESMiJjURNDY7AREhETMHIzUzBEwdFZb9RJYVHR0V%2BgH0ZMhkZAPo%2FK4VHQGQ%2FnAdFQPoFB7%2B1AEsyMgAAAMAAABFBN0EsAAWABoALwAAAQcBJyYiDwEhESMiJjURNDY7AREhETMHIzUzARcWFAcBBiIvASY0PwE2Mh8BATYyBEwC%2FtVfCRkJlf7IlhUdHRX6AfRkyGRkAbBqBwf%2BXAgUCMoICGoHFQdPASkHFQPolf7VXwkJk%2F5wHRUD6BQe%2FtQBLMjI%2Fc5qBxUH%2FlsHB8sHFQdqCAhPASkHAAMAAAANBQcEsAAWABoAPgAAAREHJy4BBwEhESMiJjURNDY7AREhETMHIzUzARcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyBExnhg8lEP72%2FreWFR0dFfoB9GTIZGQB9kYPD4ODDw9GDykPg4MPKQ9GDw%2BDgw8PRg8pD4ODDykD6P7zZ4YPAw7%2B9v5wHRUD6BQe%2FtQBLMjI%2FYxGDykPg4MPKQ9GDw%2BDgw8PRg8pD4ODDykPRg8Pg4MPAAADAAAAFQSXBLAAFQAZAC8AAAERISIGHQEhESMiJjURNDY7AREhETMHIzUzEzMyFh0BMzIWDwEGIi8BJjY7ATU0NgRM%2FqIVHf4MlhUdHRX6AfRkyGRklmQVHZYVCA7mDioO5g4IFZYdA%2Bj%2B1B0Vlv5wHRUD6BQe%2FtQBLMjI%2FagdFfoVDuYODuYOFfoVHQAAAAADAAAAAASXBLAAFQAZAC8AAAERJyYiBwEhESMiJjURNDY7AREhETMHIzUzExcWBisBFRQGKwEiJj0BIyImPwE2MgRMpQ4qDv75%2Fm6WFR0dFfoB9GTIZGTr5g4IFZYdFWQVHZYVCA7mDioD6P5wpQ8P%2Fvf%2BcB0VA%2BgUHv7UASzIyP2F5Q8V%2BhQeHhT6FQ%2FlDwADAAAAyASwBEwACQATABcAABMhMhYdASE1NDYBERQGIyEiJjURExUhNTIETBUd%2B1AdBJMdFfu0FR1kAZAETB0VlpYVHf7U%2FdoVHR0VAib%2B1MjIAAAGAAMAfQStBJcADwAZAB0ALQAxADsAAAEXFhQPAQYmPQEhNSE1NDYBIyImPQE0NjsBFyM1MwE3NhYdASEVIRUUBi8BJjQFIzU7AjIWHQEUBisBA6f4Dg74DhX%2BcAGQFf0vMhUdHRUyyGRk%2FoL3DhUBkP5wFQ73DwOBZGRkMxQdHRQzBI3mDioO5g4IFZbIlhUI%2FoUdFWQVHcjI%2FcvmDggVlsiWFQgO5g4qecgdFWQVHQAAAAACAGQAAASwBLAAFgBRAAABJTYWFREUBisBIiY1ES4ENRE0NiUyFh8BERQOAg8BERQGKwEiJjURLgQ1ETQ%2BAzMyFh8BETMRPAE%2BAjMyFh8BETMRND4DA14BFBklHRXIFR0EDiIaFiX%2B4RYZAgEVHR0LCh0VyBUdBA4iGhYBBwoTDRQZAgNkBQkVDxcZAQFkAQUJFQQxdBIUH%2FuuFR0dFQGNAQgbHzUeAWcfRJEZDA3%2BPhw%2FMSkLC%2F5BFR0dFQG%2FBA8uLkAcAcICBxENCxkMDf6iAV4CBxENCxkMDf6iAV4CBxENCwABAGQAAASwBEwAMwAAARUiDgMVERQWHwEVITUyNjURIREUFjMVITUyPgM1ETQmLwE1IRUiBhURIRE0JiM1BLAEDiIaFjIZGf5wSxn%2BDBlL%2FnAEDiIaFjIZGQGQSxkB9BlLBEw4AQUKFA78iBYZAQI4OA0lAYr%2BdiUNODgBBQoUDgN4FhkBAjg4DSX%2BdgGKJQ04AAAABgAAAAAETARMAAwAHAAgACQAKAA0AAABITIWHQEjBTUnITchBSEyFhURFAYjISImNRE0NhcVITUBBTUlBRUhNQUVFAYjIQchJyE3MwKjAXcVHWn%2B2cj%2BcGQBd%2F4lASwpOzsp%2FtQpOzspASwCvP5wAZD8GAEsArwdFf6JZP6JZAGQyGkD6B0VlmJiyGTIOyn%2BDCk7OykB9Ck7ZMjI%2FveFo4XGyMhm%2BBUdZGTIAAEAEAAQBJ8EnwAmAAATNzYWHwEWBg8BHgEXNz4BHwEeAQ8BBiIuBicuBTcRohEuDosOBhF3ZvyNdxEzE8ATBxGjAw0uMUxPZWZ4O0p3RjITCwED76IRBhPCFDERdo78ZXYRBA6IDi8RogEECBUgNUNjO0qZfHNVQBAAAAACAAAAAASwBEwAIwBBAAAAMh4EHwEVFAYvAS4BPQEmIAcVFAYPAQYmPQE%2BBRIyHgIfARUBHgEdARQGIyEiJj0BNDY3ATU0PgIB%2FLimdWQ%2FLAkJHRTKFB2N%2FsKNHRTKFB0DDTE7ZnTKcFImFgEBAW0OFR0V%2B7QVHRUOAW0CFiYETBUhKCgiCgrIFRgDIgMiFZIYGJIVIgMiAxgVyAQNJyQrIP7kExwcCgoy%2FtEPMhTUFR0dFdQUMg8BLzIEDSEZAAADAAAAAASwBLAADQAdACcAAAEHIScRMxUzNTMVMzUzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYETMj9qMjIyMjIyPyuArwVHR0VDIn8SokMFR0dswRMFR37UB0CvMjIAfTIyMjI%2FOAdKh1kZB0qHf7UHRUyMhUdAAAAAwBkAAAEsARMAAkAEwAdAAABIyIGFREhETQmASMiBhURIRE0JgEhETQ2OwEyFhUCvGQpOwEsOwFnZCk7ASw7%2FRv%2B1DspZCk7BEw7KfwYA%2BgpO%2F7UOyn9RAK8KTv84AGQKTs7KQAAAAAF%2F5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQURByMRMwcRMxHIArx8sLB8%2FUR8sLAYA4T%2BDMjI%2FtTIyAEsAZBkyMhkZARMsHz%2BDHywsHwB9HywyP1EArzIZP7UZGQBLGT%2B1GQB9GT%2B1AEsAAAABf%2BcAAAEsARMAA8AEwAfACUAKQAAEyEyFhURFAYjISImNRE0NhcRIREBIzUjFSMRMxUzNTMFEQcjETMHETMRyAK8fLCwfP1EfLCwGAOE%2FgxkZGRkZGQBkGTIyGRkBEywfP4MfLCwfAH0fLDI%2FUQCvP2oyMgB9MjIZP7UZAH0ZP7UASwABP%2BcAAAEsARMAA8AEwAbACMAABMhMhYVERQGIyEiJjURNDYXESERBSMRMxUhESEFIxEzFSERIcgCvHywsHz9RHywsBgDhP4MyMj%2B1AEsAZDIyP7UASwETLB8%2Fgx8sLB8AfR8sMj9RAK8yP7UZAH0ZP7UZAH0AAAABP%2BcAAAEsARMAA8AEwAWABkAABMhMhYVERQGIyEiJjURNDYXESERAS0BDQERyAK8fLCwfP1EfLCwGAOE%2Fgz%2B1AEsAZD%2B1ARMsHz%2BDHywsHwB9HywyP1EArz%2BDJaWlpYBLAAAAAX%2FnAAABLAETAAPABMAFwAgACkAABMhMhYVERQGIyEiJjURNDYXESERAyERIQcjIgYVFBY7AQERMzI2NTQmI8gCvHywsHz9RHywsBgDhGT9RAK8ZIImOTYpgv4Mgik2OSYETLB8%2Fgx8sLB8AfR8sMj9RAK8%2FagB9GRWQUFUASz%2B1FRBQVYAAAAF%2F5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQEjESM1MwMjNTPIArx8sLB8%2FUR8sLAYA4T%2BDMjI%2FtTIyAEsAZBkZMjIZGQETLB8%2Fgx8sLB8AfR8sMj9RAK8yGT%2B1GRkASz%2BDAGQZP4MZAAG%2F5wAAASwBEwADwATABkAHwAjACcAABMhMhYVERQGIyEiJjURNDYXESERBTMRIREzASMRIzUzBRUzNQEjNTPIArx8sLB8%2FUR8sLAYA4T9RMj%2B1GQCWGRkyP2oZAEsZGQETLB8%2Fgx8sLB8AfR8sMj9RAK8yP5wAfT%2BDAGQZMjIyP7UZAAF%2F5wAAASwBEwADwATABwAIgAmAAATITIWFREUBiMhIiY1ETQ2FxEhEQEHIzU3NSM1IQEjESM1MwMjNTPIArx8sLB8%2FUR8sLAYA4T%2BDMdkx8gBLAGQZGTIx2RkBEywfP4MfLCwfAH0fLDI%2FUQCvP5wyDLIlmT%2BDAGQZP4MZAAAAAMACQAJBKcEpwAPABsAJQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgchFSEVISc1NyEB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWz%2B1AEs%2FtRkZAEsBKdentvw255eXp7b8NueTHHC5MJxccLkwtDIZGTIZAAAAAAEAAkACQSnBKcADwAbACcAKwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgcVBxcVIycjFSMRIQcVMzUB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWwyZGRklmQBLMjIBKdentvw255eXp7b8NueTHHC5MJxccLkwtBkMmQyZGQBkGRkZAAAAv%2Fy%2F50EwgRBACAANgAAATIWFzYzMhYUBisBNTQmIyEiBh0BIyImNTQ2NyY1ND4BEzMyFhURMzIWDwEGIi8BJjY7ARE0NgH3brUsLC54qqp4gB0V%2FtQVHd5QcFZBAmKqepYKD4kVCg3fDSYN3w0KFYkPBEF3YQ6t8a36FR0dFfpzT0VrDhMSZKpi%2FbMPCv7tFxD0EBD0EBcBEwoPAAAAAAL%2F8v%2BcBMMEQQAcADMAAAEyFhc2MzIWFxQGBwEmIgcBIyImNTQ2NyY1ND4BExcWBisBERQGKwEiJjURIyImNzY3NjIB9m62LCsueaoBeFr%2Bhg0lDf6DCU9xVkECYqnm3w0KFYkPCpYKD4kVCg3HGBMZBEF3YQ%2BteGOkHAFoEBD%2Bk3NPRWsOExNkqWP9kuQQF%2F7tCg8PCgETFxDMGBMAAAABAGQAAARMBG0AGAAAJTUhATMBMwkBMwEzASEVIyIGHQEhNTQmIwK8AZD%2B8qr%2B8qr%2B1P7Uqv7yqv7yAZAyFR0BkB0VZGQBLAEsAU3%2Bs%2F7U%2FtRkHRUyMhUdAAAAAAEAeQAABDcEmwAvAAABMhYXHgEVFAYHFhUUBiMiJxUyFh0BITU0NjM1BiMiJjU0Ny4BNTQ2MzIXNCY1NDYCWF6TGll7OzIJaUo3LRUd%2FtQdFS03SmkELzlpSgUSAqMEm3FZBoNaPWcfHRpKaR77HRUyMhUd%2Bx5pShIUFVg1SmkCAhAFdKMAAAAGACcAFASJBJwAEQAqAEIASgBiAHsAAAEWEgIHDgEiJicmAhI3PgEyFgUiBw4BBwYWHwEWMzI3Njc2Nz4BLwEmJyYXIgcOAQcGFh8BFjMyNz4BNz4BLwEmJyYWJiIGFBYyNjciBw4BBw4BHwEWFxYzMjc%2BATc2Ji8BJhciBwYHBgcOAR8BFhcWMzI3PgE3NiYvASYD8m9PT29T2dzZU29PT29T2dzZ%2Fj0EBHmxIgQNDCQDBBcGG0dGYAsNAwkDCwccBAVQdRgEDA0iBAQWBhJROQwMAwkDCwf5Y4xjY4xjVhYGElE6CwwDCQMLBwgEBVB1GAQNDCIEjRcGG0dGYAsNAwkDCwcIBAR5sSIEDQwkAwPyb%2F7V%2FtVvU1dXU28BKwErb1NXVxwBIrF5DBYDCQEWYEZHGwMVDCMNBgSRAhh1UA0WAwkBFTpREgMVCyMMBwT6Y2OMY2MVFTpREQQVCyMMBwQCGHVQDRYDCQEkFmBGRxsDFQwjDQYEASKxeQwWAwkBAAAABQBkAAAD6ASwAAwADwAWABwAIgAAASERIzUhFSERNDYzIQEjNQMzByczNTMDISImNREFFRQGKwECvAEstP6s%2FoQPCgI%2FASzIZKLU1KJktP51Cg8DhA8KwwMg%2FoTIyALzCg%2F%2B1Mj84NTUyP4MDwoBi8jDCg8AAAAABQBkAAAD6ASwAAkADAATABoAIQAAASERCQERNDYzIQEjNRMjFSM1IzcDISImPQEpARUUBisBNQK8ASz%2Bov3aDwoCPwEsyD6iZKLUqv6dCg8BfAIIDwqbAyD9%2BAFe%2FdoERwoP%2FtTI%2FHzIyNT%2BZA8KNzcKD1AAAAAAAwAAAAAEsAP0AAgAGQAfAAABIxUzFyERIzcFMzIeAhUhFSEDETM0PgIBMwMhASEEiqJkZP7UotT9EsgbGiEOASz9qMhkDiEaAnPw8PzgASwB9AMgyGQBLNTUBBErJGT%2BogHCJCsRBP5w%2FnAB9AAAAAMAAAAABEwETAAZADIAOQAAATMyFh0BMzIWHQEUBiMhIiY9ATQ2OwE1NDYFNTIWFREUBiMhIic3ARE0NjMVFBYzITI2AQc1IzUzNQKKZBUdMhUdHRX%2B1BUdHRUyHQFzKTs7Kf2oARP2%2Fro7KVg%2BASw%2BWP201MjIBEwdFTIdFWQVHR0VZBUdMhUd%2BpY7KfzgKTsE9gFGAUQpO5Y%2BWFj95tSiZKIAAwBkAAAEvARMABkANgA9AAABMzIWHQEzMhYdARQGIyEiJj0BNDY7ATU0NgU1MhYVESMRMxQOAiMhIiY1ETQ2MxUUFjMhMjYBBzUjNTM1AcJkFR0yFR0dFf7UFR0dFTIdAXMpO8jIDiEaG%2F2oKTs7KVg%2BASw%2BWAGc1MjIBEwdFTIdFWQVHR0VZBUdMhUd%2BpY7Kf4M%2FtQkKxEEOykDICk7lj5YWP3m1KJkogAAAAP%2FogAABRYE1AALABsAHwAACQEWBiMhIiY3ATYyEyMiBhcTHgE7ATI2NxM2JgMVMzUCkgJ9FyAs%2BwQsIBcCfRZARNAUGAQ6BCMUNhQjBDoEGODIBK37sCY3NyYEUCf%2BTB0U%2FtIUHR0UAS4UHf4MZGQAAAAACQAAAAAETARMAA8AHwAvAD8ATwBfAG8AfwCPAAABMzIWHQEUBisBIiY9ATQ2EzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBqfoKDw8K%2BgoPDwr6Cg8PCvoKDw8BmvoKDw8K%2BgoPD%2Fzq%2BgoPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K%2BgoPD%2Fzq%2BgoPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K%2BgoPDwRMDwqWCg8PCpYKD%2F7UDwqWCg8PCpYKDw8KlgoPDwqWCg%2F%2B1A8KlgoPDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKD%2F7UDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKDw8KlgoPAAAAAwAAAAAEsAUUABkAKQAzAAABMxUjFSEyFg8BBgchJi8BJjYzITUjNTM1MwEhMhYUBisBFyE3IyImNDYDITIWHQEhNTQ2ArxkZAFePjEcQiko%2FPwoKUIcMT4BXmRkyP4%2BArwVHR0VDIn8SooNFR0dswRMFR37UB0EsMhkTzeEUzMzU4Q3T2TIZPx8HSodZGQdKh3%2B1B0VMjIVHQAABAAAAAAEsAUUAAUAGQArADUAAAAyFhUjNAchFhUUByEyFg8BIScmNjMhJjU0AyEyFhQGKwEVBSElNSMiJjQ2AyEyFh0BITU0NgIwUDnCPAE6EgMBSCkHIq%2F9WrIiCikBSAOvArwVHR0VlgET%2FEoBE5YVHR2zBEwVHftQHQUUOykpjSUmCBEhFpGRFiERCCb%2BlR0qHcjIyMgdKh39qB0VMjIVHQAEAAAAAASwBJ0ABwAUACQALgAAADIWFAYiJjQTMzIWFRQXITY1NDYzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYCDZZqapZqty4iKyf%2BvCcrI%2F7NArwVHR0VDYr8SokMFR0dswRMFR37UB0EnWqWamqW%2Fus5Okxra0w6Of5yHSodZGQdKh3%2B1B0VMjIVHQAEAAAAAASwBRQADwAcACwANgAAATIeARUUBiImNTQ3FzcnNhMzMhYVFBchNjU0NjMBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYL1szb5xvIpBvoyIfLiIrJ%2F68Jysj%2Fs0CvBUdHRUNivxKiQwVHR2zBEwVHftQHQUUa4s2Tm9vTj5Rj2%2BjGv4KOTpMa2tMOjn%2Bch0qHWRkHSod%2FtQdFTIyFR0AAAADAAAAAASwBRIAEgAiACwAAAEFFSEUHgMXIS4BNTQ%2BAjcBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYASz%2B1CU%2FP00T%2Fe48PUJtj0r%2BogK8FR0dFQ2K%2FEqJDBUdHbMETBUd%2B1AdBLChizlmUT9IGVO9VFShdksE%2FH4dKh1kZB0qHf7UHRUyMhUdAAIAyAAAA%2BgFFAAPACkAAAAyFh0BHgEdASE1NDY3NTQDITIWFyMVMxUjFTMVIxUzFAYjISImNRE0NgIvUjsuNv5wNi5kAZA2XBqsyMjIyMh1U%2F5wU3V1BRQ7KU4aXDYyMjZcGk4p%2Fkc2LmRkZGRkU3V1UwGQU3UAAAMAZP%2F%2FBEwETAAPAC8AMwAAEyEyFhURFAYjISImNRE0NgMhMhYdARQGIyEXFhQGIi8BIQcGIiY0PwEhIiY9ATQ2BQchJ5YDhBUdHRX8fBUdHQQDtgoPDwr%2B5eANGiUNWP30Vw0mGg3g%2Ft8KDw8BqmQBRGQETB0V%2FgwVHR0VAfQVHf1EDwoyCg%2FgDSUbDVhYDRslDeAPCjIKD2RkZAAAAAAEAAAAAASwBEwAGQAjAC0ANwAAEyEyFh0BIzQmKwEiBhUjNCYrASIGFSM1NDYDITIWFREhETQ2ExUUBisBIiY9ASEVFAYrASImPQHIAyBTdWQ7KfopO2Q7KfopO2R1EQPoKTv7UDvxHRVkFR0D6B0VZBUdBEx1U8gpOzspKTs7KchTdf4MOyn%2B1AEsKTv%2BDDIVHR0VMjIVHR0VMgADAAEAAASpBKwADQARABsAAAkBFhQPASEBJjQ3ATYyCQMDITIWHQEhNTQ2AeACqh8fg%2F4f%2FfsgIAEnH1n%2BrAFWAS%2F%2Bq6IDIBUd%2FHwdBI39VR9ZH4MCBh9ZHwEoH%2F5u%2FqoBMAFV%2FBsdFTIyFR0AAAAAAgCPAAAEIQSwABcALwAAAQMuASMhIgYHAwYWMyEVFBYyNj0BMzI2AyE1NDY7ATU0NjsBETMRMzIWHQEzMhYVBCG9CCcV%2FnAVJwi9CBMVAnEdKh19FROo%2Fa0dFTIdFTDILxUdMhUdAocB%2BhMcHBP%2BBhMclhUdHRWWHP2MMhUdMhUdASz%2B1B0VMh0VAAAEAAAAAASwBLAADQAQAB8AIgAAASERFAYjIREBNTQ2MyEBIzUBIREUBiMhIiY1ETQ2MyEBIzUDhAEsDwr%2Bif7UDwoBdwEsyP2oASwPCv12Cg8PCgF3ASzIAyD9wQoPAk8BLFQKD%2F7UyP4M%2FcEKDw8KA7YKD%2F7UyAAC%2F5wAZAUUBEcARgBWAAABMzIeAhcWFxY2NzYnJjc%2BARYXFgcOASsBDgEPAQ4BKwEiJj8BBisBIicHDgErASImPwEmLwEuAT0BNDY7ATY3JyY2OwE2BSMiBh0BFBY7ATI2PQE0JgHkw0uOakkMEhEfQwoKGRMKBQ8XDCkCA1Y9Pgc4HCcDIhVkFRgDDDEqwxgpCwMiFWQVGAMaVCyfExwdFXwLLW8QBxXLdAFF%2BgoPDwr6Cg8PBEdBa4pJDgYKISAiJRsQCAYIDCw9P1c3fCbqFB0dFEYOCEAUHR0UnUplNQcmFTIVHVdPXw4TZV8PCjIKDw8KMgoPAAb%2FnP%2FmBRQEfgAJACQANAA8AFIAYgAAASU2Fh8BFgYPASUzMhYfASEyFh0BFAYHBQYmJyYjISImPQE0NhcjIgYdARQ7ATI2NTQmJyYEIgYUFjI2NAE3PgEeARceAT8BFxYGDwEGJi8BJjYlBwYfAR4BPwE2Jy4BJy4BAoEBpxMuDiAOAxCL%2FCtqQ0geZgM3FR0cE%2F0fFyIJKjr%2B1D5YWLlQExIqhhALIAsSAYBALS1ALf4PmBIgHhMQHC0aPzANITNQL3wpgigJASlmHyElDR0RPRMFAhQHCxADhPcICxAmDyoNeMgiNtQdFTIVJgeEBBQPQ1g%2ByD5YrBwVODMQEAtEERzJLUAtLUD%2B24ITChESEyMgAwWzPUkrRSgJL5cvfRxYGyYrDwkLNRAhFEgJDAQAAAAAAwBkAAAEOQSwAFEAYABvAAABMzIWHQEeARcWDgIPATIeBRUUDgUjFRQGKwEiJj0BIxUUBisBIiY9ASMiJj0BNDY7AREjIiY9ATQ2OwE1NDY7ATIWHQEzNTQ2AxUhMj4CNTc0LgMjARUhMj4CNTc0LgMjAnGWCg9PaAEBIC4uEBEGEjQwOiodFyI2LUAjGg8KlgoPZA8KlgoPrwoPDwpLSwoPDwqvDwqWCg9kD9cBBxwpEwsBAQsTKRz%2B%2BQFrHCkTCwEBCxMpHASwDwptIW1KLk0tHwYGAw8UKDJOLTtdPCoVCwJLCg8PCktLCg8PCksPCpYKDwJYDwqWCg9LCg8PCktLCg%2F%2B1MgVHR0LCgQOIhoW%2FnDIFR0dCwoEDiIaFgAAAwAEAAIEsASuABcAKQAsAAATITIWFREUBg8BDgEjISImJy4CNRE0NgQiDgQPARchNy4FAyMT1AMMVnokEhIdgVL9xFKCHAgYKHoCIIx9VkcrHQYGnAIwnAIIIClJVSGdwwSuelb%2BYDO3QkJXd3ZYHFrFMwGgVnqZFyYtLSUMDPPzBQ8sKDEj%2FsIBBQACAMgAAAOEBRQADwAZAAABMzIWFREUBiMhIiY1ETQ2ARUUBisBIiY9AQHblmesVCn%2BPilUrAFINhWWFTYFFKxn%2FgwpVFQpAfRnrPwY4RU2NhXhAAACAMgAAAOEBRQADwAZAAABMxQWMxEUBiMhIiY1ETQ2ARUUBisBIiY9AQHbYLOWVCn%2BPilUrAFINhWWFTYFFJaz%2FkIpVFQpAfRnrPwY4RU2NhXhAAACAAAAFAUOBBoAFAAaAAAJASUHFRcVJwc1NzU0Jj4CPwEnCQEFJTUFJQUO%2FYL%2Bhk5klpZkAQEBBQQvkwKCAVz%2Bov6iAV4BXgL%2F%2FuWqPOCWx5SVyJb6BA0GCgYDKEEBG%2F1ipqaTpaUAAAMAZAH0BLADIAAHAA8AFwAAEjIWFAYiJjQkMhYUBiImNCQyFhQGIiY0vHxYWHxYAeh8WFh8WAHofFhYfFgDIFh8WFh8WFh8WFh8WFh8WFh8AAAAAAMBkAAAArwETAAHAA8AFwAAADIWFAYiJjQSMhYUBiImNBIyFhQGIiY0Aeh8WFh8WFh8WFh8WFh8WFh8WARMWHxYWHz%2ByFh8WFh8%2FshYfFhYfAAAAAMAZABkBEwETAAPAB8ALwAAEyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2fQO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PBEwPCpYKDw8KlgoP%2FnAPCpYKDw8KlgoP%2FnAPCpYKDw8KlgoPAAAABAAAAAAEsASwAA8AHwAvADMAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFhURFAYjISImNRE0NhcVITUBXgH0ory7o%2F4Mpbm5Asv9qCk7OykCWCk7O%2F2xAfQVHR0V%2FgwVHR1HAZAEsLuj%2FgylubmlAfSlucg7Kf2oKTs7KQJYKTtkHRX%2B1BUdHRUBLBUdZMjIAAAAAAEAZABkBLAETAA7AAATITIWFAYrARUzMhYUBisBFTMyFhQGKwEVMzIWFAYjISImNDY7ATUjIiY0NjsBNSMiJjQ2OwE1IyImNDaWA%2BgVHR0VMjIVHR0VMjIVHR0VMjIVHR0V%2FBgVHR0VMjIVHR0VMjIVHR0VMjIVHR0ETB0qHcgdKh3IHSodyB0qHR0qHcgdKh3IHSodyB0qHQAAAAYBLAAFA%2BgEowAHAA0AEwAZAB8AKgAAAR4BBgcuATYBMhYVIiYlFAYjNDYBMhYVIiYlFAYjNDYDFRQGIiY9ARYzMgKKVz8%2FV1c%2FP%2F75fLB8sAK8sHyw%2FcB8sHywArywfLCwHSodKAMRBKNDsrJCQrKy%2FsCwfLB8fLB8sP7UsHywfHywfLD%2B05AVHR0VjgQAAAH%2FtQDIBJQDgQBCAAABNzYXAR4BBw4BKwEyFRQOBCsBIhE0NyYiBxYVECsBIi4DNTQzIyImJyY2NwE2HwEeAQ4BLwEHIScHBi4BNgLpRRkUASoLCAYFGg8IAQQNGyc%2FKZK4ChRUFQu4jjBJJxkHAgcPGQYGCAsBKhQaTBQVCiMUM7YDe7YsFCMKFgNuEwYS%2FtkLHw8OEw0dNkY4MhwBIBgXBAQYF%2F7gKjxTQyMNEw4PHwoBKBIHEwUjKBYGDMHBDAUWKCMAAAAAAgAAAAAEsASwACUAQwAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSMRIQEjNC4DKwERFBYXMxUjNTI1ESMiDgMVIzUhBLAyCAsZEyYYGcgyGRn%2BcAQOIhoWyBkYJhMZCwgyA%2Bj9RBkIChgQEWQZDQzIMmQREBgKCBkB9AOEFSAVDggDAfyuFhkBAmRkAQUJFQ4DUgEDCA4VIBUBLP0SDxMKBQH%2BVwsNATIyGQGpAQUKEw%2BWAAAAAAMAAAAABEwErgAdACAAMAAAATUiJy4BLwEBIwEGBw4BDwEVITUiJj8BIRcWBiMVARsBARUUBiMhIiY9ATQ2MyEyFgPoGR4OFgUE%2Ft9F%2FtQSFQkfCwsBETE7EkUBJT0NISf%2B7IZ5AbEdFfwYFR0dFQPoFR0BLDIgDiIKCwLr%2FQ4jFQkTBQUyMisusKYiQTIBhwFW%2Fqr942QVHR0VZBUdHQADAAAAAASwBLAADwBHAEoAABMhMhYVERQGIyEiJjURNDYFIyIHAQYHBgcGHQEUFjMhMjY9ATQmIyInJj8BIRcWBwYjIgYdARQWMyEyNj0BNCYnIicmJyMBJhMjEzIETBUdHRX7tBUdHQJGRg0F%2FtUREhImDAsJAREIDAwINxAKCj8BCjkLEQwYCAwMCAE5CAwLCBEZGQ8B%2FuAFDsVnBLAdFfu0FR0dFQRMFR1SDP0PIBMSEAUNMggMDAgyCAwXDhmjmR8YEQwIMggMDAgyBwwBGRskAuwM%2FgUBCAAABAAAAAAEsASwAAMAEwAjACcAAAEhNSEFITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NhcRIREEsPtQBLD7ggGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHUcBLARMZMgdFfx8FR0dFQOEFR0dFf5wFR0dFQGQFR1k%2FtQBLAAEAAAAAASwBLAADwAfACMAJwAAEyEyFhURFAYjISImNRE0NgEhMhYVERQGIyEiJjURNDYXESEREyE1ITIBkBUdHRX%2BcBUdHQJtAZAVHR0V%2FnAVHR1HASzI%2B1AEsASwHRX8fBUdHRUDhBUd%2FgwdFf5wFR0dFQGQFR1k%2FtQBLP2oZAAAAAACAAAAZASwA%2BgAJwArAAATITIWFREzNTQ2MyEyFh0BMxUjFRQGIyEiJj0BIxEUBiMhIiY1ETQ2AREhETIBkBUdZB0VAZAVHWRkHRX%2BcBUdZB0V%2FnAVHR0CnwEsA%2BgdFf6ilhUdHRWWZJYVHR0Vlv6iFR0dFQMgFR3%2B1P7UASwAAAQAAAAABLAEsAADABMAFwAnAAAzIxEzFyEyFhURFAYjISImNRE0NhcRIREBITIWFREUBiMhIiY1ETQ2ZGRklgGQFR0dFf5wFR0dRwEs%2FqIDhBUdHRX8fBUdHQSwZB0V%2FnAVHR0VAZAVHWT%2B1AEs%2FgwdFf5wFR0dFQGQFR0AAAAAAgBkAAAETASwACcAKwAAATMyFhURFAYrARUhMhYVERQGIyEiJjURNDYzITUjIiY1ETQ2OwE1MwcRIRECWJYVHR0VlgHCFR0dFfx8FR0dFQFelhUdHRWWZMgBLARMHRX%2BcBUdZB0V%2FnAVHR0VAZAVHWQdFQGQFR1kyP7UASwAAAAEAAAAAASwBLAAAwATABcAJwAAISMRMwUhMhYVERQGIyEiJjURNDYXESERASEyFhURFAYjISImNRE0NgSwZGT9dgGQFR0dFf5wFR0dRwEs%2FK4DhBUdHRX8fBUdHQSwZB0V%2FnAVHR0VAZAVHWT%2B1AEs%2FgwdFf5wFR0dFQGQFR0AAAEBLAAwA28EgAAPAAAJAQYjIiY1ETQ2MzIXARYUA2H%2BEhcSDhAQDhIXAe4OAjX%2BEhcbGQPoGRsX%2FhIOKgAAAAABAUEAMgOEBH4ACwAACQE2FhURFAYnASY0AU8B7h0qKh3%2BEg4CewHuHREp%2FBgpER0B7g4qAAAAAAEAMgFBBH4DhAALAAATITIWBwEGIicBJjZkA%2BgpER3%2BEg4qDv4SHREDhCod%2FhIODgHuHSoAAAAAAQAyASwEfgNvAAsAAAkBFgYjISImNwE2MgJ7Ae4dESn8GCkRHQHuDioDYf4SHSoqHQHuDgAAAAACAAgAAASwBCgABgAKAAABFQE1LQE1ASE1IQK8%2FUwBnf5jBKj84AMgAuW2%2Fr3dwcHd%2B9jIAAAAAAIAAABkBLAEsAALADEAAAEjFTMVIREzNSM1IQEzND4FOwERFAYPARUhNSIuAzURMzIeBRUzESEEsMjI%2FtTIyAEs%2B1AyCAsZEyYYGWQyGRkBkAQOIhoWZBkYJhMZCwgy%2FOADhGRkASxkZP4MFSAVDggDAf3aFhkBAmRkAQUJFQ4CJgEDCA4VIBUBLAAAAgAAAAAETAPoACUAMQAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSMRIQEjFTMVIREzNSM1IQMgMggLGRMmGBlkMhkZ%2FnAEDiIaFmQZGCYTGQsIMgMgASzIyP7UyMgBLAK8FSAVDggDAf3aFhkCAWRkAQUJFQ4CJgEDCA4VIBUBLPzgZGQBLGRkAAABAMgAZgNyBEoAEgAAATMyFgcJARYGKwEiJwEmNDcBNgK9oBAKDP4wAdAMChCgDQr%2BKQcHAdcKBEoWDP4w%2FjAMFgkB1wgUCAHXCQAAAQE%2BAGYD6ARKABIAAAEzMhcBFhQHAQYrASImNwkBJjYBU6ANCgHXBwf%2BKQoNoBAKDAHQ%2FjAMCgRKCf4pCBQI%2FikJFgwB0AHQDBYAAAEAZgDIBEoDcgASAAAAFh0BFAcBBiInASY9ATQ2FwkBBDQWCf4pCBQI%2FikJFgwB0AHQA3cKEKANCv4pBwcB1woNoBAKDP4wAdAAAAABAGYBPgRKA%2BgAEgAACQEWHQEUBicJAQYmPQE0NwE2MgJqAdcJFgz%2BMP4wDBYJAdcIFAPh%2FikKDaAQCgwB0P4wDAoQoA0KAdcHAAAAAgDZ%2F%2FkEPQSwAAUAOgAAARQGIzQ2BTMyFh8BNjc%2BAh4EBgcOBgcGIiYjIgYiJy4DLwEuAT4EHgEXJyY2A%2BiwfLD%2BVmQVJgdPBQsiKFAzRyorDwURAQQSFyozTSwNOkkLDkc3EDlfNyYHBw8GDyUqPjdGMR%2BTDA0EsHywfLDIHBPCAQIGBwcFDx81S21DBxlLR1xKQhEFBQcHGWt0bCQjP2hJNyATBwMGBcASGAAAAAACAMgAFQOEBLAAFgAaAAATITIWFREUBisBEQcGJjURIyImNRE0NhcVITX6AlgVHR0Vlv8TGpYVHR2rASwEsB0V%2FnAVHf4MsgkQFQKKHRUBkBUdZGRkAAAAAgDIABkETASwAA4AEgAAEyEyFhURBRElIREjETQ2ARU3NfoC7ic9%2FUQCWP1EZB8BDWQEsFEs%2FFt1A7Z9%2FBgEARc0%2FV1kFGQAAQAAAAECTW%2FDBF9fDzz1AB8EsAAAAADQdnOXAAAAANB2c5f%2FUf%2BcBdwFFAAAAAgAAgAAAAAAAAABAAAFFP%2BFAAAFFP9R%2FtQF3AABAAAAAAAAAAAAAAAAAAAAowG4ACgAAAAAAZAAAASwAAAEsABkBLAAAASwAAAEsABwAooAAAUUAAACigAABRQAAAGxAAABRQAAANgAAADYAAAAogAAAQQAAABIAAABBAAAAUUAAASwAGQEsAB7BLAAyASwAMgB9AAABLD%2F8gSwAAAEsAAABLD%2F8ASwAAAEsAAOBLAACQSwAGQEsP%2FTBLD%2F0wSwAAAEsAAABLAAAASwAAAEsAAABLAAJgSwAG4EsAAXBLAAFwSwABcEsABkBLAAGgSwAGQEsAAMBLAAZASwABcEsP%2BcBLAAZASwABcEsAAXBLAAAASwABcEsAAXBLAAFwSwAGQEsAAABLAAZASwAAAEsAAABLAAAASwAAAEsAAABLAAAASwAAAEsAAABLAAZASwAMgEsAAABLAAAASwADUEsABkBLAAyASw%2F7UEsAAhBLAAAASwAAAEsAAABLAAAASwAAAEsP%2BcBLAAAASwAAAEsAAABLAA2wSwABcEsAB1BLAAAASwAAAEsAAABLAACgSwAMgEsAAABLAAnQSwAMgEsADIBLAAyASwAAAEsP%2F%2BBLABLASwAGQEsACIBLABOwSwABcEsAAXBLAAFwSwABcEsAAXBLAAFwSwAAAEsAAXBLAAFwSwABcEsAAXBLAAAASwALcEsAC3BLAAAASwAAAEsABJBLAAFwSwAAAEsAAABLAAXQSw%2F9wEsP%2FcBLD%2FnwSwAGQEsAAABLAAAASwAAAEsABkBLD%2F%2FwSwAAAEsP9RBLAABgSwAAAEsAAABLABRQSwAAEEsAAABLD%2FnASwAEoEsAAUBLAAAASwAAAEsAAABLD%2FnASwAGEEsP%2F9BLAAFgSwABYEsAAWBLAAFgSwABgEsAAABMQAAASwAGQAAAAAAAD%2F2ABkADkAyAAAAScAZAAZABkAGQAZABkAGQAZAAAAAAAAAAAAAADZAAAAAAAOAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAMAZABkAAAAEAAAAAAAZP%2Bc%2F5z%2FnP%2Bc%2F5z%2FnP%2Bc%2F5wACQAJ%2F%2FL%2F8gBkAHkAJwBkAGQAAAAAAGT%2FogAAAAAAAAAAAAAAAADIAGQAAAABAI8AAP%2Bc%2F5wAZAAEAMgAyAAAAGQBkABkAAAAZAEs%2F7UAAAAAAAAAAAAAAAAAAABkAAABLAFBADIAMgAIAAAAAADIAT4AZgBmANkAyADIAAAAKgAqACoAKgCyAOgA6AFOAU4BTgFOAU4BTgFOAU4BTgFOAU4BTgFOAU4BpAIGAiICfgKGAqwC5ANGA24DjAPEBAgEMgRiBKIE3AVcBboGcgb0ByAHYgfKCB4IYgi%2BCTYJhAm2Cd4KKApMCpQK4gswC4oLygwIDFgNKg1eDbAODg5oDrQPKA%2BmD%2BYQEhBUEJAQqhEqEXYRthIKEjgSfBLAExoTdBPQFCoU1BU8FagVzBYEFjYWYBawFv4XUhemGAIYLhhqGJYYsBjgGP4ZKBloGZQZxBnaGe4aNhpoGrga9hteG7QcMhyUHOIdHB1EHWwdlB28HeYeLh52HsAfYh%2FSIEYgviEyIXYhuCJAIpYiuCMOIyIjOCN6I8Ij4CQCJDAkXiSWJOIlNCVgJbwmFCZ%2BJuYnUCe8J%2FgoNChwKKwpoCnMKiYqSiqEKworeiwILGgsuizsLRwtiC30LiguZi6iLtgvDi9GL34vsi%2F4MD4whDDSMRIxYDGuMegyJDJeMpoy3jMiMz4zaDO2NBg0YDSoNNI1LDWeNeg2PjZ8Ntw3GjdON5I31DgQOEI4hjjIOQo5SjmIOcw6HDpsOpo63jugO9w8GDxQPKI8%2BD0yPew%2BOj6MPtQ%2FKD9uP6o%2F%2BkBIQIBAxkECQX5CGEKoQu5DGENCQ3ZDoEPKRBBEYESuRPZFWkW2RgZGdEa0RvZHNkd2R7ZH9kgWSDJITkhqSIZIzEkSSThJXkmESapKAkouSlIAAQAAARcApwARAAAAAAACAAAAAQABAAAAQAAuAAAAAAAAABAAxgABAAAAAAATABIAAAADAAEECQAAAGoAEgADAAEECQABACgAfAADAAEECQACAA4ApAADAAEECQADAEwAsgADAAEECQAEADgA%2FgADAAEECQAFAHgBNgADAAEECQAGADYBrgADAAEECQAIABYB5AADAAEECQAJABYB%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%2FtQAyAAAAAAAAAAAAAAAAAAAAAAAAAAABFwAAAQIBAwADAA0ADgEEAJYBBQEGAQcBCAEJAQoBCwEMAQ0BDgEPARABEQESARMA7wEUARUBFgEXARgBGQEaARsBHAEdAR4BHwEgASEBIgEjASQBJQEmAScBKAEpASoBKwEsAS0BLgEvATABMQEyATMBNAE1ATYBNwE4ATkBOgE7ATwBPQE%2BAT8BQAFBAUIBQwFEAUUBRgFHAUgBSQFKAUsBTAFNAU4BTwFQAVEBUgFTAVQBVQFWAVcBWAFZAVoBWwFcAV0BXgFfAWABYQFiAWMBZAFlAWYBZwFoAWkBagFrAWwBbQFuAW8BcAFxAXIBcwF0AXUBdgF3AXgBeQF6AXsBfAF9AX4BfwGAAYEBggGDAYQBhQGGAYcBiAGJAYoBiwGMAY0BjgGPAZABkQGSAZMBlAGVAZYBlwGYAZkBmgGbAZwBnQGeAZ8BoAGhAaIBowGkAaUBpgGnAagBqQGqAasBrAGtAa4BrwGwAbEBsgGzAbQBtQG2AbcBuAG5AboBuwG8Ab0BvgG%2FAcABwQHCAcMBxAHFAcYBxwHIAckBygHLAcwBzQHOAc8B0AHRAdIB0wHUAdUB1gHXAdgB2QHaAdsB3AHdAd4B3wHgAeEB4gHjAeQB5QHmAecB6AHpAeoB6wHsAe0B7gHvAfAB8QHyAfMB9AH1AfYB9wH4AfkB%2BgH7AfwB%2FQH%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%3D%29%20format%28%27truetype%27%29%2Curl%28data%3Aimage%2Fsvg%2Bxml%3Bbase64%2CPD94bWwgdmVyc2lvbj0iMS4wIiBzdGFuZGFsb25lPSJubyI%2FPgo8IURPQ1RZUEUgc3ZnIFBVQkxJQyAiLS8vVzNDLy9EVEQgU1ZHIDEuMS8vRU4iICJodHRwOi8vd3d3LnczLm9yZy9HcmFwaGljcy9TVkcvMS4xL0RURC9zdmcxMS5kdGQiID4KPHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPgo8bWV0YWRhdGE%2BPC9tZXRhZGF0YT4KPGRlZnM%2BCjxmb250IGlkPSJnbHlwaGljb25zX2hhbGZsaW5nc3JlZ3VsYXIiIGhvcml6LWFkdi14PSIxMjAwIiA%2BCjxmb250LWZhY2UgdW5pdHMtcGVyLWVtPSIxMjAwIiBhc2NlbnQ9Ijk2MCIgZGVzY2VudD0iLTI0MCIgLz4KPG1pc3NpbmctZ2x5cGggaG9yaXotYWR2LXg9IjUwMCIgLz4KPGdseXBoIGhvcml6LWFkdi14PSIwIiAvPgo8Z2x5cGggaG9yaXotYWR2LXg9IjQwMCIgLz4KPGdseXBoIHVuaWNvZGU9IiAiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDAzOyIgaG9yaXotYWR2LXg9IjEzMDAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA0OyIgaG9yaXotYWR2LXg9IjQzMyIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDU7IiBob3Jpei1hZHYteD0iMzI1IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwNjsiIGhvcml6LWFkdi14PSIyMTYiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA3OyIgaG9yaXotYWR2LXg9IjIxNiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDg7IiBob3Jpei1hZHYteD0iMTYyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwOTsiIGhvcml6LWFkdi14PSIyNjAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDBhOyIgaG9yaXotYWR2LXg9IjcyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAyZjsiIGhvcml6LWFkdi14PSIyNjAiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMGJkOyIgZD0iTTQyOCAxMjAwaDM1MHE2NyAwIDEyMCAtMTN0ODYgLTMxdDU3IC00OS41dDM1IC01Ni41dDE3IC02NC41dDYuNSAtNjAuNXQwLjUgLTU3di0xNi41di0xNi41cTAgLTM2IC0wLjUgLTU3dC02LjUgLTYxdC0xNyAtNjV0LTM1IC01N3QtNTcgLTUwLjV0LTg2IC0zMS41dC0xMjAgLTEzaC0xNzhsLTIgLTEwMGgyODhxMTAgMCAxMyAtNnQtMyAtMTRsLTEyMCAtMTYwcS02IC04IC0xOCAtMTR0LTIyIC02aC0xMzh2LTE3NXEwIC0xMSAtNS41IC0xOCB0LTE1LjUgLTdoLTE0OXEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djE3NWgtMjY3cS0xMCAwIC0xMyA2dDMgMTRsMTIwIDE2MHE2IDggMTggMTR0MjIgNmgxMTd2MTAwaC0yNjdxLTEwIDAgLTEzIDZ0MyAxNGwxMjAgMTYwcTYgOCAxOCAxNHQyMiA2aDExN3Y0NzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNNjAwIDEwMDB2LTMwMGgyMDNxNjQgMCA4Ni41IDMzdDIyLjUgMTE5cTAgODQgLTIyLjUgMTE2dC04Ni41IDMyaC0yMDN6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjIxMjsiIGQ9Ik0yNTAgNzAwaDgwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC04MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjMxYjsiIGQ9Ik0xMDAwIDEyMDB2LTE1MHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNTB2LTEwMHEwIC05MSAtNDkuNSAtMTY1LjV0LTEzMC41IC0xMDkuNXE4MSAtMzUgMTMwLjUgLTEwOS41dDQ5LjUgLTE2NS41di0xNTBoNTBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTE1MGgtODAwdjE1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjVoNTB2MTUwcTAgOTEgNDkuNSAxNjUuNXQxMzAuNSAxMDkuNXEtODEgMzUgLTEzMC41IDEwOS41IHQtNDkuNSAxNjUuNXYxMDBoLTUwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxNTBoODAwek00MDAgMTAwMHYtMTAwcTAgLTYwIDMyLjUgLTEwOS41dDg3LjUgLTczLjVxMjggLTEyIDQ0IC0zN3QxNiAtNTV0LTE2IC01NXQtNDQgLTM3cS01NSAtMjQgLTg3LjUgLTczLjV0LTMyLjUgLTEwOS41di0xNTBoNDAwdjE1MHEwIDYwIC0zMi41IDEwOS41dC04Ny41IDczLjVxLTI4IDEyIC00NCAzN3QtMTYgNTV0MTYgNTV0NDQgMzcgcTU1IDI0IDg3LjUgNzMuNXQzMi41IDEwOS41djEwMGgtNDAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDI1ZmM7IiBob3Jpei1hZHYteD0iNTAwIiBkPSJNMCAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDI2MDE7IiBkPSJNNTAzIDEwODlxMTEwIDAgMjAwLjUgLTU5LjV0MTM0LjUgLTE1Ni41cTQ0IDE0IDkwIDE0cTEyMCAwIDIwNSAtODYuNXQ4NSAtMjA2LjVxMCAtMTIxIC04NSAtMjA3LjV0LTIwNSAtODYuNWgtNzUwcS03OSAwIC0xMzUuNSA1N3QtNTYuNSAxMzdxMCA2OSA0Mi41IDEyMi41dDEwOC41IDY3LjVxLTIgMTIgLTIgMzdxMCAxNTMgMTA4IDI2MC41dDI2MCAxMDcuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyNmZhOyIgZD0iTTc3NCAxMTkzLjVxMTYgLTkuNSAyMC41IC0yN3QtNS41IC0zMy41bC0xMzYgLTE4N2w0NjcgLTc0NmgzMHEyMCAwIDM1IC0xOC41dDE1IC0zOS41di00MmgtMTIwMHY0MnEwIDIxIDE1IDM5LjV0MzUgMTguNWgzMGw0NjggNzQ2bC0xMzUgMTgzcS0xMCAxNiAtNS41IDM0dDIwLjUgMjh0MzQgNS41dDI4IC0yMC41bDExMSAtMTQ4bDExMiAxNTBxOSAxNiAyNyAyMC41dDM0IC01ek02MDAgMjAwaDM3N2wtMTgyIDExMmwtMTk1IDUzNHYtNjQ2eiAiIC8%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDI0OyIgZD0iTTEzMDAgMGgtNTM4bC00MSA0MDBoLTI0MmwtNDEgLTQwMGgtNTM4bDQzMSAxMjAwaDIwOWwtMjEgLTMwMGgxNjJsLTIwIDMwMGgyMDh6TTUxNSA4MDBsLTI3IC0zMDBoMjI0bC0yNyAzMDBoLTE3MHoiIC8%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDMxOyIgZD0iTTk0NyAxMDYwbDEzNSAxMzVxNyA3IDEyLjUgNXQ1LjUgLTEzdi0zNjFxMCAtMTEgLTcuNSAtMTguNXQtMTguNSAtNy41aC0zNjFxLTExIDAgLTEzIDUuNXQ1IDEyLjVsMTM0IDEzNHEtMTEwIDc1IC0yMzkgNzVxLTExNiAwIC0yMTQuNSAtNTd0LTE1NS41IC0xNTUuNXQtNTcgLTIxNC41aC0xNTBxMCAxMTcgNDUuNSAyMjR0MTIzIDE4NC41dDE4NC41IDEyM3QyMjQgNDUuNXExOTIgMCAzNDcgLTExN3pNMTAyNyA2MDBoMTUwIHEwIC0xMTcgLTQ1LjUgLTIyNHQtMTIzIC0xODQuNXQtMTg0LjUgLTEyM3QtMjI0IC00NS41cS0xOTIgMCAtMzQ4IDExOGwtMTM0IC0xMzRxLTcgLTggLTEyLjUgLTUuNXQtNS41IDEyLjV2MzYwcTAgMTEgNy41IDE4LjV0MTguNSA3LjVoMzYwcTEwIDAgMTIuNSAtNS41dC01LjUgLTEyLjVsLTEzMyAtMTMzcTExMCAtNzYgMjQwIC03NnExMTYgMCAyMTQuNSA1N3QxNTUuNSAxNTUuNXQ1NyAyMTQuNXoiIC8%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQyOyIgZD0iTTUwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTY4MiA2ODJsMSA0NzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWg0NzR6TTgwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTU2IDU2bDQyNCA0MjZsLTcwMCA3MDBoMTUwek0zMTkuNSAxMDI0LjVxLTI5LjUgMjkuNSAtNzEgMjkuNXQtNzEgLTI5LjUgdC0yOS41IC03MS41dDI5LjUgLTcxLjV0NzEgLTI5LjV0NzEgMjkuNXQyOS41IDcxLjV0LTI5LjUgNzEuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQzOyIgZD0iTTMwMCAxMjAwaDgyNXE3NSAwIDc1IC03NXYtOTAwcTAgLTI1IC0xOCAtNDNsLTY0IC02NHEtOCAtOCAtMTMgLTUuNXQtNSAxMi41djk1MHEwIDEwIC03LjUgMTcuNXQtMTcuNSA3LjVoLTcwMHEtMjUgMCAtNDMgLTE4bC02NCAtNjRxLTggLTggLTUuNSAtMTN0MTIuNSAtNWg3MDBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di05NTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC04NTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY5NzUgcTAgMjUgMTggNDNsMTM5IDEzOXExOCAxOCA0MyAxOHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQ5OyIgZD0iTTg3NyAxMjAwbDIgLTU3cS04MyAtMTkgLTExNiAtNDUuNXQtNDAgLTY2LjVsLTEzMiAtODM5cS05IC00OSAxMyAtNjl0OTYgLTI2di05N2gtNTAwdjk3cTE4NiAxNiAyMDAgOThsMTczIDgzMnEzIDE3IDMgMzB0LTEuNSAyMi41dC05IDE3LjV0LTEzLjUgMTIuNXQtMjEuNSAxMHQtMjYgOC41dC0zMy41IDEwcS0xMyAzIC0xOSA1djU3aDQyNXoiIC8%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDY5OyIgZD0iTTI1MCAxMTAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDM4bDQ2NCA0NTNxMTUgMTQgMjUuNSAxMHQxMC41IC0yNXYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcwOyIgZD0iTTUwIDExMDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di0xMDAwcTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNSB0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcxOyIgZD0iTTEyMDAgMTA1MHYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ5MiA0ODBxLTE1IDE0IC0xNSAzNXQxNSAzNWw0OTIgNDgwcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV2LTQzOGw0NjQgNDUzcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA3MjsiIGQ9Ik0yNDMgMTA3NGw4MTQgLTQ5OHExOCAtMTEgMTggLTI2dC0xOCAtMjZsLTgxNCAtNDk4cS0xOCAtMTEgLTMwLjUgLTR0LTEyLjUgMjh2MTAwMHEwIDIxIDEyLjUgMjh0MzAuNSAtNHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDc5OyIgZD0iTTg4NSA5MDBsLTM1MiAtMzUzbDM1MiAtMzUzbC0xOTcgLTE5OGwtNTUyIDU1Mmw1NTIgNTUweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwODA7IiBkPSJNMTA2NCA1NDdsLTU1MSAtNTUxbC0xOTggMTk4bDM1MyAzNTNsLTM1MyAzNTNsMTk4IDE5OHoiIC8%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDk2OyIgZD0iTTg1MCAxMjAwaDMwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMzAwcTAgLTIxIC0xMC41IC0yNXQtMjQuNSAxMGwtOTQgOTRsLTI0OSAtMjQ5cS04IC03IC0xOCAtN3QtMTggN2wtMTA2IDEwNnEtNyA4IC03IDE4dDcgMThsMjQ5IDI0OWwtOTQgOTRxLTE0IDE0IC0xMCAyNC41dDI1IDEwLjV6TTM1MCAwaC0zMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djMwMHEwIDIxIDEwLjUgMjV0MjQuNSAtMTBsOTQgLTk0bDI0OSAyNDkgcTggNyAxOCA3dDE4IC03bDEwNiAtMTA2cTcgLTggNyAtMTh0LTcgLTE4bC0yNDkgLTI0OWw5NCAtOTRxMTQgLTE0IDEwIC0yNC41dC0yNSAtMTAuNXoiIC8%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTI0OyIgZD0iTTgwMCA5NDZsMjI0IDc4bC03OCAtMjI0bDIzNCAtNDVsLTE4MCAtMTU1bDE4MCAtMTU1bC0yMzQgLTQ1bDc4IC0yMjRsLTIyNCA3OGwtNDUgLTIzNGwtMTU1IDE4MGwtMTU1IC0xODBsLTQ1IDIzNGwtMjI0IC03OGw3OCAyMjRsLTIzNCA0NWwxODAgMTU1bC0xODAgMTU1bDIzNCA0NWwtNzggMjI0bDIyNCAtNzhsNDUgMjM0bDE1NSAtMTgwbDE1NSAxODB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEyNTsiIGQ9Ik02NTAgMTIwMGg1MHE0MCAwIDcwIC00MC41dDMwIC04NC41di0xNTBsLTI4IC0xMjVoMzI4cTQwIDAgNzAgLTQwLjV0MzAgLTg0LjV2LTEwMHEwIC00NSAtMjkgLTc0bC0yMzggLTM0NHEtMTYgLTI0IC0zOCAtNDAuNXQtNDUgLTE2LjVoLTI1MHEtNyAwIC00MiAyNXQtNjYgNTBsLTMxIDI1aC02MXEtNDUgMCAtNzIuNSAxOHQtMjcuNSA1N3Y0MDBxMCAzNiAyMCA2M2wxNDUgMTk2bDk2IDE5OHExMyAyOCAzNy41IDQ4dDUxLjUgMjB6IE02NTAgMTEwMGwtMTAwIC0yMTJsLTE1MCAtMjEzdi0zNzVoMTAwbDEzNiAtMTAwaDIxNGwyNTAgMzc1djEyNWgtNDUwbDUwIDIyNXYxNzVoLTUwek01MCA4MDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTEwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2NTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTUzOyIgZD0iTTQwMCAzMDBoMTUwcTIxIDAgMjUgLTExdC0xMCAtMjVsLTIzMCAtMjUwcS0xNCAtMTUgLTM1IC0xNXQtMzUgMTVsLTIzMCAyNTBxLTE0IDE0IC0xMCAyNXQyNSAxMWgxNTB2OTAwaDIwMHYtOTAwek0xMDAwIDcwMGgtMTAwdjQwMGgtMTAwdjEwMGgyMDB2LTUwMHpNMTEwMCAwaC0xMDB2MTAwaC0yMDB2NDAwaDMwMHYtNTAwek05MDEgNDAwdi0yMDBoMTAwdjIwMGgtMTAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNTQ7IiBkPSJNNDAwIDMwMGgxNTBxMjEgMCAyNSAtMTF0LTEwIC0yNWwtMjMwIC0yNTBxLTE0IC0xNSAtMzUgLTE1dC0zNSAxNWwtMjMwIDI1MHEtMTQgMTQgLTEwIDI1dDI1IDExaDE1MHY5MDBoMjAwdi05MDB6TTExMDAgNzAwaC0xMDB2MTAwaC0yMDB2NDAwaDMwMHYtNTAwek05MDEgMTEwMHYtMjAwaDEwMHYyMDBoLTEwMHpNMTAwMCAwaC0xMDB2NDAwaC0xMDB2MTAwaDIwMHYtNTAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNTU7IiBkPSJNNDAwIDMwMGgxNTBxMjEgMCAyNSAtMTF0LTEwIC0yNWwtMjMwIC0yNTBxLTE0IC0xNSAtMzUgLTE1dC0zNSAxNWwtMjMwIDI1MHEtMTQgMTQgLTEwIDI1dDI1IDExaDE1MHY5MDBoMjAwdi05MDB6TTkwMCAxMDAwaC0yMDB2MjAwaDIwMHYtMjAwek0xMDAwIDcwMGgtMzAwdjIwMGgzMDB2LTIwMHpNMTEwMCA0MDBoLTQwMHYyMDBoNDAwdi0yMDB6TTEyMDAgMTAwaC01MDB2MjAwaDUwMHYtMjAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNTY7IiBkPSJNNDAwIDMwMGgxNTBxMjEgMCAyNSAtMTF0LTEwIC0yNWwtMjMwIC0yNTBxLTE0IC0xNSAtMzUgLTE1dC0zNSAxNWwtMjMwIDI1MHEtMTQgMTQgLTEwIDI1dDI1IDExaDE1MHY5MDBoMjAwdi05MDB6TTEyMDAgMTAwMGgtNTAwdjIwMGg1MDB2LTIwMHpNMTEwMCA3MDBoLTQwMHYyMDBoNDAwdi0yMDB6TTEwMDAgNDAwaC0zMDB2MjAwaDMwMHYtMjAwek05MDAgMTAwaC0yMDB2MjAwaDIwMHYtMjAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNTc7IiBkPSJNMzUwIDExMDBoNDAwcTE2MiAwIDI1NiAtOTMuNXQ5NCAtMjU2LjV2LTQwMHEwIC0xNjUgLTkzLjUgLTI1Ny41dC0yNTYuNSAtOTIuNWgtNDAwcS0xNjUgMCAtMjU3LjUgOTIuNXQtOTIuNSAyNTcuNXY0MDBxMCAxNjUgOTIuNSAyNTcuNXQyNTcuNSA5Mi41ek04MDAgOTAwaC01MDBxLTQxIDAgLTcwLjUgLTI5LjV0LTI5LjUgLTcwLjV2LTUwMHEwIC00MSAyOS41IC03MC41dDcwLjUgLTI5LjVoNTAwcTQxIDAgNzAuNSAyOS41dDI5LjUgNzAuNSB2NTAwcTAgNDEgLTI5LjUgNzAuNXQtNzAuNSAyOS41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNTg7IiBkPSJNMzUwIDExMDBoNDAwcTE2NSAwIDI1Ny41IC05Mi41dDkyLjUgLTI1Ny41di00MDBxMCAtMTY1IC05Mi41IC0yNTcuNXQtMjU3LjUgLTkyLjVoLTQwMHEtMTYzIDAgLTI1Ni41IDkyLjV0LTkzLjUgMjU3LjV2NDAwcTAgMTYzIDk0IDI1Ni41dDI1NiA5My41ek04MDAgOTAwaC01MDBxLTQxIDAgLTcwLjUgLTI5LjV0LTI5LjUgLTcwLjV2LTUwMHEwIC00MSAyOS41IC03MC41dDcwLjUgLTI5LjVoNTAwcTQxIDAgNzAuNSAyOS41dDI5LjUgNzAuNSB2NTAwcTAgNDEgLTI5LjUgNzAuNXQtNzAuNSAyOS41ek00NDAgNzcwbDI1MyAtMTkwcTE3IC0xMiAxNyAtMzB0LTE3IC0zMGwtMjUzIC0xOTBxLTE2IC0xMiAtMjggLTYuNXQtMTIgMjYuNXY0MDBxMCAyMSAxMiAyNi41dDI4IC02LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE1OTsiIGQ9Ik0zNTAgMTEwMGg0MDBxMTYzIDAgMjU2LjUgLTk0dDkzLjUgLTI1NnYtNDAwcTAgLTE2NSAtOTIuNSAtMjU3LjV0LTI1Ny41IC05Mi41aC00MDBxLTE2NSAwIC0yNTcuNSA5Mi41dC05Mi41IDI1Ny41djQwMHEwIDE2MyA5Mi41IDI1Ni41dDI1Ny41IDkzLjV6TTgwMCA5MDBoLTUwMHEtNDEgMCAtNzAuNSAtMjkuNXQtMjkuNSAtNzAuNXYtNTAwcTAgLTQxIDI5LjUgLTcwLjV0NzAuNSAtMjkuNWg1MDBxNDEgMCA3MC41IDI5LjV0MjkuNSA3MC41IHY1MDBxMCA0MSAtMjkuNSA3MC41dC03MC41IDI5LjV6TTM1MCA3MDBoNDAwcTIxIDAgMjYuNSAtMTJ0LTYuNSAtMjhsLTE5MCAtMjUzcS0xMiAtMTcgLTMwIC0xN3QtMzAgMTdsLTE5MCAyNTNxLTEyIDE2IC02LjUgMjh0MjYuNSAxMnoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTYyOyIgZD0iTTc5MyAxMTgybDkgLTlxOCAtMTAgNSAtMjdxLTMgLTExIC03OSAtMjI1LjV0LTc4IC0yMjEuNWwzMDAgMXEyNCAwIDMyLjUgLTE3LjV0LTUuNSAtMzUuNXEtMSAwIC0xMzMuNSAtMTU1dC0yNjcgLTMxMi41dC0xMzguNSAtMTYyLjVxLTEyIC0xNSAtMjYgLTE1aC05bC05IDhxLTkgMTEgLTQgMzJxMiA5IDQyIDEyMy41dDc5IDIyNC41bDM5IDExMGgtMzAycS0yMyAwIC0zMSAxOXEtMTAgMjEgNiA0MXE3NSA4NiAyMDkuNSAyMzcuNSB0MjI4IDI1N3Q5OC41IDExMS41cTkgMTYgMjUgMTZoOXoiIC8%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%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%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%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjEwOyIgZD0iTTQyNSAxMTAwaDI1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTE1MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTI1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djE1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek00MjUgODAwaDI1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTE1MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTI1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djE1MHEwIDEwIDcuNSAxNy41IHQxNy41IDcuNXpNODI1IDgwMGgyNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0xNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0yNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYxNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNMjUgNTAwaDI1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTE1MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTI1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djE1MCBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNNDI1IDUwMGgyNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0xNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0yNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYxNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNODI1IDUwMGgyNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0xNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0yNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNSB2MTUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6TTI1IDIwMGgyNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0xNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0yNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYxNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNNDI1IDIwMGgyNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0xNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0yNTBxLTEwIDAgLTE3LjUgNy41IHQtNy41IDE3LjV2MTUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6TTgyNSAyMDBoMjUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtMTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtMjUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2MTUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIxMTsiIGQ9Ik03MDAgMTIwMGgxMDB2LTIwMGgtMTAwdi0xMDBoMzUwcTYyIDAgODYuNSAtMzkuNXQtMy41IC05NC41bC02NiAtMTMycS00MSAtODMgLTgxIC0xMzRoLTc3MnEtNDAgNTEgLTgxIDEzNGwtNjYgMTMycS0yOCA1NSAtMy41IDk0LjV0ODYuNSAzOS41aDM1MHYxMDBoLTEwMHYyMDBoMTAwdjEwMGgyMDB2LTEwMHpNMjUwIDQwMGg3MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV0LTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTEybDEzNyAtMTAwIGgtOTUwbDEzOCAxMDBoLTEzcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXQxNC41IDM1LjV0MzUuNSAxNC41ek01MCAxMDBoMTEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNTBoLTEyMDB2NTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMTI7IiBkPSJNNjAwIDEzMDBxNDAgMCA2OC41IC0yOS41dDI4LjUgLTcwLjVoLTE5NHEwIDQxIDI4LjUgNzAuNXQ2OC41IDI5LjV6TTQ0MyAxMTAwaDMxNHExOCAtMzcgMTggLTc1cTAgLTggLTMgLTI1aDMyOHE0MSAwIDQ0LjUgLTE2LjV0LTMwLjUgLTM4LjVsLTE3NSAtMTQ1aC02NzhsLTE3OCAxNDVxLTM0IDIyIC0yOSAzOC41dDQ2IDE2LjVoMzI4cS0zIDE3IC0zIDI1cTAgMzggMTggNzV6TTI1MCA3MDBoNzAwcTIxIDAgMzUuNSAtMTQuNSB0MTQuNSAtMzUuNXQtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTUwdi0yMDBsMjc1IC0yMDBoLTk1MGwyNzUgMjAwdjIwMGgtMTUwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXQxNC41IDM1LjV0MzUuNSAxNC41ek01MCAxMDBoMTEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNTBoLTEyMDB2NTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMTM7IiBkPSJNNjAwIDExODFxNzUgMCAxMjggLTUzdDUzIC0xMjh0LTUzIC0xMjh0LTEyOCAtNTN0LTEyOCA1M3QtNTMgMTI4dDUzIDEyOHQxMjggNTN6TTYwMiA3OThoNDZxMzQgMCA1NS41IC0yOC41dDIxLjUgLTg2LjVxMCAtNzYgMzkgLTE4M2gtMzI0cTM5IDEwNyAzOSAxODNxMCA1OCAyMS41IDg2LjV0NTYuNSAyOC41aDQ1ek0yNTAgNDAwaDcwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXQtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTMgbDEzOCAtMTAwaC05NTBsMTM3IDEwMGgtMTJxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41dDE0LjUgMzUuNXQzNS41IDE0LjV6TTUwIDEwMGgxMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGgtMTIwMHY1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIxNDsiIGQ9Ik02MDAgMTMwMHE0NyAwIDkyLjUgLTUzLjV0NzEgLTEyM3QyNS41IC0xMjMuNXEwIC03OCAtNTUuNSAtMTMzLjV0LTEzMy41IC01NS41dC0xMzMuNSA1NS41dC01NS41IDEzMy41cTAgNjIgMzQgMTQzbDE0NCAtMTQzbDExMSAxMTFsLTE2MyAxNjNxMzQgMjYgNjMgMjZ6TTYwMiA3OThoNDZxMzQgMCA1NS41IC0yOC41dDIxLjUgLTg2LjVxMCAtNzYgMzkgLTE4M2gtMzI0cTM5IDEwNyAzOSAxODNxMCA1OCAyMS41IDg2LjV0NTYuNSAyOC41aDQ1IHpNMjUwIDQwMGg3MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV0LTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTEzbDEzOCAtMTAwaC05NTBsMTM3IDEwMGgtMTJxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41dDE0LjUgMzUuNXQzNS41IDE0LjV6TTUwIDEwMGgxMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGgtMTIwMHY1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIxNTsiIGQ9Ik02MDAgMTIwMGwzMDAgLTE2MXYtMTM5aC0zMDBxMCAtNTcgMTguNSAtMTA4dDUwIC05MS41dDYzIC03MnQ3MCAtNjcuNXQ1Ny41IC02MWgtNTMwcS02MCA4MyAtOTAuNSAxNzcuNXQtMzAuNSAxNzguNXQzMyAxNjQuNXQ4Ny41IDEzOS41dDEyNiA5Ni41dDE0NS41IDQxLjV2LTk4ek0yNTAgNDAwaDcwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXQtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTNsMTM4IC0xMDBoLTk1MGwxMzcgMTAwIGgtMTJxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41dDE0LjUgMzUuNXQzNS41IDE0LjV6TTUwIDEwMGgxMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGgtMTIwMHY1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIxNjsiIGQ9Ik02MDAgMTMwMHE0MSAwIDcwLjUgLTI5LjV0MjkuNSAtNzAuNXYtNzhxNDYgLTI2IDczIC03MnQyNyAtMTAwdi01MGgtNDAwdjUwcTAgNTQgMjcgMTAwdDczIDcydjc4cTAgNDEgMjkuNSA3MC41dDcwLjUgMjkuNXpNNDAwIDgwMGg0MDBxNTQgMCAxMDAgLTI3dDcyIC03M2gtMTcydi0xMDBoMjAwdi0xMDBoLTIwMHYtMTAwaDIwMHYtMTAwaC0yMDB2LTEwMGgyMDBxMCAtODMgLTU4LjUgLTE0MS41dC0xNDEuNSAtNTguNWgtNDAwIHEtODMgMCAtMTQxLjUgNTguNXQtNTguNSAxNDEuNXY0MDBxMCA4MyA1OC41IDE0MS41dDE0MS41IDU4LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIxODsiIGQ9Ik0xNTAgMTEwMGg5MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTUwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtOTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY1MDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek0xMjUgNDAwaDk1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtMjgzbDIyNCAtMjI0cTEzIC0xMyAxMyAtMzEuNXQtMTMgLTMyIHQtMzEuNSAtMTMuNXQtMzEuNSAxM2wtODggODhoLTUyNGwtODcgLTg4cS0xMyAtMTMgLTMyIC0xM3QtMzIgMTMuNXQtMTMgMzJ0MTMgMzEuNWwyMjQgMjI0aC0yODlxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek01NDEgMzAwbC0xMDAgLTEwMGgzMjRsLTEwMCAxMDBoLTEyNHoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjIxOyIgZD0iTTQ4MCAxMTY1bDY4MiAtNjgzcTMxIC0zMSAzMSAtNzUuNXQtMzEgLTc1LjVsLTEzMSAtMTMxaC00ODFsLTUxNyA1MThxLTMyIDMxIC0zMiA3NS41dDMyIDc1LjVsMjk1IDI5NnEzMSAzMSA3NS41IDMxdDc2LjUgLTMxek0xMDggNzk0bDM0MiAtMzQybDMwMyAzMDRsLTM0MSAzNDF6TTI1MCAxMDBoODAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGgtOTAwdjUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUwOyIgZD0iTTg2NSA1NjVsLTQ5NCAtNDk0cS0yMyAtMjMgLTQxIC0yM3EtMTQgMCAtMjIgMTMuNXQtOCAzOC41djEwMDBxMCAyNSA4IDM4LjV0MjIgMTMuNXExOCAwIDQxIC0yM2w0OTQgLTQ5NHExNCAtMTQgMTQgLTM1dC0xNCAtMzV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTI1MTsiIGQ9Ik0zMzUgNjM1bDQ5NCA0OTRxMjkgMjkgNTAgMjAuNXQyMSAtNDkuNXYtMTAwMHEwIC00MSAtMjEgLTQ5LjV0LTUwIDIwLjVsLTQ5NCA0OTRxLTE0IDE0IC0xNCAzNXQxNCAzNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUyOyIgZD0iTTEwMCA5MDBoMTAwMHE0MSAwIDQ5LjUgLTIxdC0yMC41IC01MGwtNDk0IC00OTRxLTE0IC0xNCAtMzUgLTE0dC0zNSAxNGwtNDk0IDQ5NHEtMjkgMjkgLTIwLjUgNTB0NDkuNSAyMXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUzOyIgZD0iTTYzNSA4NjVsNDk0IC00OTRxMjkgLTI5IDIwLjUgLTUwdC00OS41IC0yMWgtMTAwMHEtNDEgMCAtNDkuNSAyMXQyMC41IDUwbDQ5NCA0OTRxMTQgMTQgMzUgMTR0MzUgLTE0eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyNTQ7IiBkPSJNNzAwIDc0MXYtMTgybC02OTIgLTMyM3YyMjFsNDEzIDE5M2wtNDEzIDE5M3YyMjF6TTEyMDAgMGgtODAwdjIwMGg4MDB2LTIwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU1OyIgZD0iTTEyMDAgOTAwaC0yMDB2LTEwMGgyMDB2LTEwMGgtMzAwdjMwMGgyMDB2MTAwaC0yMDB2MTAwaDMwMHYtMzAwek0wIDcwMGg1MHEwIDIxIDQgMzd0OS41IDI2LjV0MTggMTcuNXQyMiAxMXQyOC41IDUuNXQzMSAydDM3IDAuNWgxMDB2LTU1MHEwIC0yMiAtMjUgLTM0LjV0LTUwIC0xMy41bC0yNSAtMnYtMTAwaDQwMHYxMDBxLTQgMCAtMTEgMC41dC0yNCAzdC0zMCA3dC0yNCAxNXQtMTEgMjQuNXY1NTBoMTAwcTI1IDAgMzcgLTAuNXQzMSAtMiB0MjguNSAtNS41dDIyIC0xMXQxOCAtMTcuNXQ5LjUgLTI2LjV0NCAtMzdoNTB2MzAwaC04MDB2LTMwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU2OyIgZD0iTTgwMCA3MDBoLTUwcTAgMjEgLTQgMzd0LTkuNSAyNi41dC0xOCAxNy41dC0yMiAxMXQtMjguNSA1LjV0LTMxIDJ0LTM3IDAuNWgtMTAwdi01NTBxMCAtMjIgMjUgLTM0LjV0NTAgLTE0LjVsMjUgLTF2LTEwMGgtNDAwdjEwMHE0IDAgMTEgMC41dDI0IDN0MzAgN3QyNCAxNXQxMSAyNC41djU1MGgtMTAwcS0yNSAwIC0zNyAtMC41dC0zMSAtMnQtMjguNSAtNS41dC0yMiAtMTF0LTE4IC0xNy41dC05LjUgLTI2LjV0LTQgLTM3aC01MHYzMDAgaDgwMHYtMzAwek0xMTAwIDIwMGgtMjAwdi0xMDBoMjAwdi0xMDBoLTMwMHYzMDBoMjAwdjEwMGgtMjAwdjEwMGgzMDB2LTMwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU3OyIgZD0iTTcwMSAxMDk4aDE2MHExNiAwIDIxIC0xMXQtNyAtMjNsLTQ2NCAtNDY0bDQ2NCAtNDY0cTEyIC0xMiA3IC0yM3QtMjEgLTExaC0xNjBxLTEzIDAgLTIzIDlsLTQ3MSA0NzFxLTcgOCAtNyAxOHQ3IDE4bDQ3MSA0NzFxMTAgOSAyMyA5eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyNTg7IiBkPSJNMzM5IDEwOThoMTYwcTEzIDAgMjMgLTlsNDcxIC00NzFxNyAtOCA3IC0xOHQtNyAtMThsLTQ3MSAtNDcxcS0xMCAtOSAtMjMgLTloLTE2MHEtMTYgMCAtMjEgMTF0NyAyM2w0NjQgNDY0bC00NjQgNDY0cS0xMiAxMiAtNyAyM3QyMSAxMXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU5OyIgZD0iTTEwODcgODgycTExIC01IDExIC0yMXYtMTYwcTAgLTEzIC05IC0yM2wtNDcxIC00NzFxLTggLTcgLTE4IC03dC0xOCA3bC00NzEgNDcxcS05IDEwIC05IDIzdjE2MHEwIDE2IDExIDIxdDIzIC03bDQ2NCAtNDY0bDQ2NCA0NjRxMTIgMTIgMjMgN3oiIC8%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%2BCjwvZGVmcz48L3N2Zz4g%29%20format%28%27svg%27%29%7D%2Eglyphicon%7Bposition%3Arelative%3Btop%3A1px%3Bdisplay%3Ainline%2Dblock%3Bfont%2Dfamily%3A%27Glyphicons%20Halflings%27%3Bfont%2Dstyle%3Anormal%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%3B%2Dwebkit%2Dfont%2Dsmoothing%3Aantialiased%3B%2Dmoz%2Dosx%2Dfont%2Dsmoothing%3Agrayscale%7D%2Eglyphicon%2Dasterisk%3Abefore%7Bcontent%3A%22%5C2a%22%7D%2Eglyphicon%2Dplus%3Abefore%7Bcontent%3A%22%5C2b%22%7D%2Eglyphicon%2Deur%3Abefore%2C%2Eglyphicon%2Deuro%3Abefore%7Bcontent%3A%22%5C20ac%22%7D%2Eglyphicon%2Dminus%3Abefore%7Bcontent%3A%22%5C2212%22%7D%2Eglyphicon%2Dcloud%3Abefore%7Bcontent%3A%22%5C2601%22%7D%2Eglyphicon%2Denvelope%3Abefore%7Bcontent%3A%22%5C2709%22%7D%2Eglyphicon%2Dpencil%3Abefore%7Bcontent%3A%22%5C270f%22%7D%2Eglyphicon%2Dglass%3Abefore%7Bcontent%3A%22%5Ce001%22%7D%2Eglyphicon%2Dmusic%3Abefore%7Bcontent%3A%22%5Ce002%22%7D%2Eglyphicon%2Dsearch%3Abefore%7Bcontent%3A%22%5Ce003%22%7D%2Eglyphicon%2Dheart%3Abefore%7Bcontent%3A%22%5Ce005%22%7D%2Eglyphicon%2Dstar%3Abefore%7Bcontent%3A%22%5Ce006%22%7D%2Eglyphicon%2Dstar%2Dempty%3Abefore%7Bcontent%3A%22%5Ce007%22%7D%2Eglyphicon%2Duser%3Abefore%7Bcontent%3A%22%5Ce008%22%7D%2Eglyphicon%2Dfilm%3Abefore%7Bcontent%3A%22%5Ce009%22%7D%2Eglyphicon%2Dth%2Dlarge%3Abefore%7Bcontent%3A%22%5Ce010%22%7D%2Eglyphicon%2Dth%3Abefore%7Bcontent%3A%22%5Ce011%22%7D%2Eglyphicon%2Dth%2Dlist%3Abefore%7Bcontent%3A%22%5Ce012%22%7D%2Eglyphicon%2Dok%3Abefore%7Bcontent%3A%22%5Ce013%22%7D%2Eglyphicon%2Dremove%3Abefore%7Bcontent%3A%22%5Ce014%22%7D%2Eglyphicon%2Dzoom%2Din%3Abefore%7Bcontent%3A%22%5Ce015%22%7D%2Eglyphicon%2Dzoom%2Dout%3Abefore%7Bcontent%3A%22%5Ce016%22%7D%2Eglyphicon%2Doff%3Abefore%7Bcontent%3A%22%5Ce017%22%7D%2Eglyphicon%2Dsignal%3Abefore%7Bcontent%3A%22%5Ce018%22%7D%2Eglyphicon%2Dcog%3Abefore%7Bcontent%3A%22%5Ce019%22%7D%2Eglyphicon%2Dtrash%3Abefore%7Bcontent%3A%22%5Ce020%22%7D%2Eglyphicon%2Dhome%3Abefore%7Bcontent%3A%22%5Ce021%22%7D%2Eglyphicon%2Dfile%3Abefore%7Bcontent%3A%22%5Ce022%22%7D%2Eglyphicon%2Dtime%3Abefore%7Bcontent%3A%22%5Ce023%22%7D%2Eglyphicon%2Droad%3Abefore%7Bcontent%3A%22%5Ce024%22%7D%2Eglyphicon%2Ddownload%2Dalt%3Abefore%7Bcontent%3A%22%5Ce025%22%7D%2Eglyphicon%2Ddownload%3Abefore%7Bcontent%3A%22%5Ce026%22%7D%2Eglyphicon%2Dupload%3Abefore%7Bcontent%3A%22%5Ce027%22%7D%2Eglyphicon%2Dinbox%3Abefore%7Bcontent%3A%22%5Ce028%22%7D%2Eglyphicon%2Dplay%2Dcircle%3Abefore%7Bcontent%3A%22%5Ce029%22%7D%2Eglyphicon%2Drepeat%3Abefore%7Bcontent%3A%22%5Ce030%22%7D%2Eglyphicon%2Drefresh%3Abefore%7Bcontent%3A%22%5Ce031%22%7D%2Eglyphicon%2Dlist%2Dalt%3Abefore%7Bcontent%3A%22%5Ce032%22%7D%2Eglyphicon%2Dlock%3Abefore%7Bcontent%3A%22%5Ce033%22%7D%2Eglyphicon%2Dflag%3Abefore%7Bcontent%3A%22%5Ce034%22%7D%2Eglyphicon%2Dheadphones%3Abefore%7Bcontent%3A%22%5Ce035%22%7D%2Eglyphicon%2Dvolume%2Doff%3Abefore%7Bcontent%3A%22%5Ce036%22%7D%2Eglyphicon%2Dvolume%2Ddown%3Abefore%7Bcontent%3A%22%5Ce037%22%7D%2Eglyphicon%2Dvolume%2Dup%3Abefore%7Bcontent%3A%22%5Ce038%22%7D%2Eglyphicon%2Dqrcode%3Abefore%7Bcontent%3A%22%5Ce039%22%7D%2Eglyphicon%2Dbarcode%3Abefore%7Bcontent%3A%22%5Ce040%22%7D%2Eglyphicon%2Dtag%3Abefore%7Bcontent%3A%22%5Ce041%22%7D%2Eglyphicon%2Dtags%3Abefore%7Bcontent%3A%22%5Ce042%22%7D%2Eglyphicon%2Dbook%3Abefore%7Bcontent%3A%22%5Ce043%22%7D%2Eglyphicon%2Dbookmark%3Abefore%7Bcontent%3A%22%5Ce044%22%7D%2Eglyphicon%2Dprint%3Abefore%7Bcontent%3A%22%5Ce045%22%7D%2Eglyphicon%2Dcamera%3Abefore%7Bcontent%3A%22%5Ce046%22%7D%2Eglyphicon%2Dfont%3Abefore%7Bcontent%3A%22%5Ce047%22%7D%2Eglyphicon%2Dbold%3Abefore%7Bcontent%3A%22%5Ce048%22%7D%2Eglyphicon%2Ditalic%3Abefore%7Bcontent%3A%22%5Ce049%22%7D%2Eglyphicon%2Dtext%2Dheight%3Abefore%7Bcontent%3A%22%5Ce050%22%7D%2Eglyphicon%2Dtext%2Dwidth%3Abefore%7Bcontent%3A%22%5Ce051%22%7D%2Eglyphicon%2Dalign%2Dleft%3Abefore%7Bcontent%3A%22%5Ce052%22%7D%2Eglyphicon%2Dalign%2Dcenter%3Abefore%7Bcontent%3A%22%5Ce053%22%7D%2Eglyphicon%2Dalign%2Dright%3Abefore%7Bcontent%3A%22%5Ce054%22%7D%2Eglyphicon%2Dalign%2Djustify%3Abefore%7Bcontent%3A%22%5Ce055%22%7D%2Eglyphicon%2Dlist%3Abefore%7Bcontent%3A%22%5Ce056%22%7D%2Eglyphicon%2Dindent%2Dleft%3Abefore%7Bcontent%3A%22%5Ce057%22%7D%2Eglyphicon%2Dindent%2Dright%3Abefore%7Bcontent%3A%22%5Ce058%22%7D%2Eglyphicon%2Dfacetime%2Dvideo%3Abefore%7Bcontent%3A%22%5Ce059%22%7D%2Eglyphicon%2Dpicture%3Abefore%7Bcontent%3A%22%5Ce060%22%7D%2Eglyphicon%2Dmap%2Dmarker%3Abefore%7Bcontent%3A%22%5Ce062%22%7D%2Eglyphicon%2Dadjust%3Abefore%7Bcontent%3A%22%5Ce063%22%7D%2Eglyphicon%2Dtint%3Abefore%7Bcontent%3A%22%5Ce064%22%7D%2Eglyphicon%2Dedit%3Abefore%7Bcontent%3A%22%5Ce065%22%7D%2Eglyphicon%2Dshare%3Abefore%7Bcontent%3A%22%5Ce066%22%7D%2Eglyphicon%2Dcheck%3Abefore%7Bcontent%3A%22%5Ce067%22%7D%2Eglyphicon%2Dmove%3Abefore%7Bcontent%3A%22%5Ce068%22%7D%2Eglyphicon%2Dstep%2Dbackward%3Abefore%7Bcontent%3A%22%5Ce069%22%7D%2Eglyphicon%2Dfast%2Dbackward%3Abefore%7Bcontent%3A%22%5Ce070%22%7D%2Eglyphicon%2Dbackward%3Abefore%7Bcontent%3A%22%5Ce071%22%7D%2Eglyphicon%2Dplay%3Abefore%7Bcontent%3A%22%5Ce072%22%7D%2Eglyphicon%2Dpause%3Abefore%7Bcontent%3A%22%5Ce073%22%7D%2Eglyphicon%2Dstop%3Abefore%7Bcontent%3A%22%5Ce074%22%7D%2Eglyphicon%2Dforward%3Abefore%7Bcontent%3A%22%5Ce075%22%7D%2Eglyphicon%2Dfast%2Dforward%3Abefore%7Bcontent%3A%22%5Ce076%22%7D%2Eglyphicon%2Dstep%2Dforward%3Abefore%7Bcontent%3A%22%5Ce077%22%7D%2Eglyphicon%2Deject%3Abefore%7Bcontent%3A%22%5Ce078%22%7D%2Eglyphicon%2Dchevron%2Dleft%3Abefore%7Bcontent%3A%22%5Ce079%22%7D%2Eglyphicon%2Dchevron%2Dright%3Abefore%7Bcontent%3A%22%5Ce080%22%7D%2Eglyphicon%2Dplus%2Dsign%3Abefore%7Bcontent%3A%22%5Ce081%22%7D%2Eglyphicon%2Dminus%2Dsign%3Abefore%7Bcontent%3A%22%5Ce082%22%7D%2Eglyphicon%2Dremove%2Dsign%3Abefore%7Bcontent%3A%22%5Ce083%22%7D%2Eglyphicon%2Dok%2Dsign%3Abefore%7Bcontent%3A%22%5Ce084%22%7D%2Eglyphicon%2Dquestion%2Dsign%3Abefore%7Bcontent%3A%22%5Ce085%22%7D%2Eglyphicon%2Dinfo%2Dsign%3Abefore%7Bcontent%3A%22%5Ce086%22%7D%2Eglyphicon%2Dscreenshot%3Abefore%7Bcontent%3A%22%5Ce087%22%7D%2Eglyphicon%2Dremove%2Dcircle%3Abefore%7Bcontent%3A%22%5Ce088%22%7D%2Eglyphicon%2Dok%2Dcircle%3Abefore%7Bcontent%3A%22%5Ce089%22%7D%2Eglyphicon%2Dban%2Dcircle%3Abefore%7Bcontent%3A%22%5Ce090%22%7D%2Eglyphicon%2Darrow%2Dleft%3Abefore%7Bcontent%3A%22%5Ce091%22%7D%2Eglyphicon%2Darrow%2Dright%3Abefore%7Bcontent%3A%22%5Ce092%22%7D%2Eglyphicon%2Darrow%2Dup%3Abefore%7Bcontent%3A%22%5Ce093%22%7D%2Eglyphicon%2Darrow%2Ddown%3Abefore%7Bcontent%3A%22%5Ce094%22%7D%2Eglyphicon%2Dshare%2Dalt%3Abefore%7Bcontent%3A%22%5Ce095%22%7D%2Eglyphicon%2Dresize%2Dfull%3Abefore%7Bcontent%3A%22%5Ce096%22%7D%2Eglyphicon%2Dresize%2Dsmall%3Abefore%7Bcontent%3A%22%5Ce097%22%7D%2Eglyphicon%2Dexclamation%2Dsign%3Abefore%7Bcontent%3A%22%5Ce101%22%7D%2Eglyphicon%2Dgift%3Abefore%7Bcontent%3A%22%5Ce102%22%7D%2Eglyphicon%2Dleaf%3Abefore%7Bcontent%3A%22%5Ce103%22%7D%2Eglyphicon%2Dfire%3Abefore%7Bcontent%3A%22%5Ce104%22%7D%2Eglyphicon%2Deye%2Dopen%3Abefore%7Bcontent%3A%22%5Ce105%22%7D%2Eglyphicon%2Deye%2Dclose%3Abefore%7Bcontent%3A%22%5Ce106%22%7D%2Eglyphicon%2Dwarning%2Dsign%3Abefore%7Bcontent%3A%22%5Ce107%22%7D%2Eglyphicon%2Dplane%3Abefore%7Bcontent%3A%22%5Ce108%22%7D%2Eglyphicon%2Dcalendar%3Abefore%7Bcontent%3A%22%5Ce109%22%7D%2Eglyphicon%2Drandom%3Abefore%7Bcontent%3A%22%5Ce110%22%7D%2Eglyphicon%2Dcomment%3Abefore%7Bcontent%3A%22%5Ce111%22%7D%2Eglyphicon%2Dmagnet%3Abefore%7Bcontent%3A%22%5Ce112%22%7D%2Eglyphicon%2Dchevron%2Dup%3Abefore%7Bcontent%3A%22%5Ce113%22%7D%2Eglyphicon%2Dchevron%2Ddown%3Abefore%7Bcontent%3A%22%5Ce114%22%7D%2Eglyphicon%2Dretweet%3Abefore%7Bcontent%3A%22%5Ce115%22%7D%2Eglyphicon%2Dshopping%2Dcart%3Abefore%7Bcontent%3A%22%5Ce116%22%7D%2Eglyphicon%2Dfolder%2Dclose%3Abefore%7Bcontent%3A%22%5Ce117%22%7D%2Eglyphicon%2Dfolder%2Dopen%3Abefore%7Bcontent%3A%22%5Ce118%22%7D%2Eglyphicon%2Dresize%2Dvertical%3Abefore%7Bcontent%3A%22%5Ce119%22%7D%2Eglyphicon%2Dresize%2Dhorizontal%3Abefore%7Bcontent%3A%22%5Ce120%22%7D%2Eglyphicon%2Dhdd%3Abefore%7Bcontent%3A%22%5Ce121%22%7D%2Eglyphicon%2Dbullhorn%3Abefore%7Bcontent%3A%22%5Ce122%22%7D%2Eglyphicon%2Dbell%3Abefore%7Bcontent%3A%22%5Ce123%22%7D%2Eglyphicon%2Dcertificate%3Abefore%7Bcontent%3A%22%5Ce124%22%7D%2Eglyphicon%2Dthumbs%2Dup%3Abefore%7Bcontent%3A%22%5Ce125%22%7D%2Eglyphicon%2Dthumbs%2Ddown%3Abefore%7Bcontent%3A%22%5Ce126%22%7D%2Eglyphicon%2Dhand%2Dright%3Abefore%7Bcontent%3A%22%5Ce127%22%7D%2Eglyphicon%2Dhand%2Dleft%3Abefore%7Bcontent%3A%22%5Ce128%22%7D%2Eglyphicon%2Dhand%2Dup%3Abefore%7Bcontent%3A%22%5Ce129%22%7D%2Eglyphicon%2Dhand%2Ddown%3Abefore%7Bcontent%3A%22%5Ce130%22%7D%2Eglyphicon%2Dcircle%2Darrow%2Dright%3Abefore%7Bcontent%3A%22%5Ce131%22%7D%2Eglyphicon%2Dcircle%2Darrow%2Dleft%3Abefore%7Bcontent%3A%22%5Ce132%22%7D%2Eglyphicon%2Dcircle%2Darrow%2Dup%3Abefore%7Bcontent%3A%22%5Ce133%22%7D%2Eglyphicon%2Dcircle%2Darrow%2Ddown%3Abefore%7Bcontent%3A%22%5Ce134%22%7D%2Eglyphicon%2Dglobe%3Abefore%7Bcontent%3A%22%5Ce135%22%7D%2Eglyphicon%2Dwrench%3Abefore%7Bcontent%3A%22%5Ce136%22%7D%2Eglyphicon%2Dtasks%3Abefore%7Bcontent%3A%22%5Ce137%22%7D%2Eglyphicon%2Dfilter%3Abefore%7Bcontent%3A%22%5Ce138%22%7D%2Eglyphicon%2Dbriefcase%3Abefore%7Bcontent%3A%22%5Ce139%22%7D%2Eglyphicon%2Dfullscreen%3Abefore%7Bcontent%3A%22%5Ce140%22%7D%2Eglyphicon%2Ddashboard%3Abefore%7Bcontent%3A%22%5Ce141%22%7D%2Eglyphicon%2Dpaperclip%3Abefore%7Bcontent%3A%22%5Ce142%22%7D%2Eglyphicon%2Dheart%2Dempty%3Abefore%7Bcontent%3A%22%5Ce143%22%7D%2Eglyphicon%2Dlink%3Abefore%7Bcontent%3A%22%5Ce144%22%7D%2Eglyphicon%2Dphone%3Abefore%7Bcontent%3A%22%5Ce145%22%7D%2Eglyphicon%2Dpushpin%3Abefore%7Bcontent%3A%22%5Ce146%22%7D%2Eglyphicon%2Dusd%3Abefore%7Bcontent%3A%22%5Ce148%22%7D%2Eglyphicon%2Dgbp%3Abefore%7Bcontent%3A%22%5Ce149%22%7D%2Eglyphicon%2Dsort%3Abefore%7Bcontent%3A%22%5Ce150%22%7D%2Eglyphicon%2Dsort%2Dby%2Dalphabet%3Abefore%7Bcontent%3A%22%5Ce151%22%7D%2Eglyphicon%2Dsort%2Dby%2Dalphabet%2Dalt%3Abefore%7Bcontent%3A%22%5Ce152%22%7D%2Eglyphicon%2Dsort%2Dby%2Dorder%3Abefore%7Bcontent%3A%22%5Ce153%22%7D%2Eglyphicon%2Dsort%2Dby%2Dorder%2Dalt%3Abefore%7Bcontent%3A%22%5Ce154%22%7D%2Eglyphicon%2Dsort%2Dby%2Dattributes%3Abefore%7Bcontent%3A%22%5Ce155%22%7D%2Eglyphicon%2Dsort%2Dby%2Dattributes%2Dalt%3Abefore%7Bcontent%3A%22%5Ce156%22%7D%2Eglyphicon%2Dunchecked%3Abefore%7Bcontent%3A%22%5Ce157%22%7D%2Eglyphicon%2Dexpand%3Abefore%7Bcontent%3A%22%5Ce158%22%7D%2Eglyphicon%2Dcollapse%2Ddown%3Abefore%7Bcontent%3A%22%5Ce159%22%7D%2Eglyphicon%2Dcollapse%2Dup%3Abefore%7Bcontent%3A%22%5Ce160%22%7D%2Eglyphicon%2Dlog%2Din%3Abefore%7Bcontent%3A%22%5Ce161%22%7D%2Eglyphicon%2Dflash%3Abefore%7Bcontent%3A%22%5Ce162%22%7D%2Eglyphicon%2Dlog%2Dout%3Abefore%7Bcontent%3A%22%5Ce163%22%7D%2Eglyphicon%2Dnew%2Dwindow%3Abefore%7Bcontent%3A%22%5Ce164%22%7D%2Eglyphicon%2Drecord%3Abefore%7Bcontent%3A%22%5Ce165%22%7D%2Eglyphicon%2Dsave%3Abefore%7Bcontent%3A%22%5Ce166%22%7D%2Eglyphicon%2Dopen%3Abefore%7Bcontent%3A%22%5Ce167%22%7D%2Eglyphicon%2Dsaved%3Abefore%7Bcontent%3A%22%5Ce168%22%7D%2Eglyphicon%2Dimport%3Abefore%7Bcontent%3A%22%5Ce169%22%7D%2Eglyphicon%2Dexport%3Abefore%7Bcontent%3A%22%5Ce170%22%7D%2Eglyphicon%2Dsend%3Abefore%7Bcontent%3A%22%5Ce171%22%7D%2Eglyphicon%2Dfloppy%2Ddisk%3Abefore%7Bcontent%3A%22%5Ce172%22%7D%2Eglyphicon%2Dfloppy%2Dsaved%3Abefore%7Bcontent%3A%22%5Ce173%22%7D%2Eglyphicon%2Dfloppy%2Dremove%3Abefore%7Bcontent%3A%22%5Ce174%22%7D%2Eglyphicon%2Dfloppy%2Dsave%3Abefore%7Bcontent%3A%22%5Ce175%22%7D%2Eglyphicon%2Dfloppy%2Dopen%3Abefore%7Bcontent%3A%22%5Ce176%22%7D%2Eglyphicon%2Dcredit%2Dcard%3Abefore%7Bcontent%3A%22%5Ce177%22%7D%2Eglyphicon%2Dtransfer%3Abefore%7Bcontent%3A%22%5Ce178%22%7D%2Eglyphicon%2Dcutlery%3Abefore%7Bcontent%3A%22%5Ce179%22%7D%2Eglyphicon%2Dheader%3Abefore%7Bcontent%3A%22%5Ce180%22%7D%2Eglyphicon%2Dcompressed%3Abefore%7Bcontent%3A%22%5Ce181%22%7D%2Eglyphicon%2Dearphone%3Abefore%7Bcontent%3A%22%5Ce182%22%7D%2Eglyphicon%2Dphone%2Dalt%3Abefore%7Bcontent%3A%22%5Ce183%22%7D%2Eglyphicon%2Dtower%3Abefore%7Bcontent%3A%22%5Ce184%22%7D%2Eglyphicon%2Dstats%3Abefore%7Bcontent%3A%22%5Ce185%22%7D%2Eglyphicon%2Dsd%2Dvideo%3Abefore%7Bcontent%3A%22%5Ce186%22%7D%2Eglyphicon%2Dhd%2Dvideo%3Abefore%7Bcontent%3A%22%5Ce187%22%7D%2Eglyphicon%2Dsubtitles%3Abefore%7Bcontent%3A%22%5Ce188%22%7D%2Eglyphicon%2Dsound%2Dstereo%3Abefore%7Bcontent%3A%22%5Ce189%22%7D%2Eglyphicon%2Dsound%2Ddolby%3Abefore%7Bcontent%3A%22%5Ce190%22%7D%2Eglyphicon%2Dsound%2D5%2D1%3Abefore%7Bcontent%3A%22%5Ce191%22%7D%2Eglyphicon%2Dsound%2D6%2D1%3Abefore%7Bcontent%3A%22%5Ce192%22%7D%2Eglyphicon%2Dsound%2D7%2D1%3Abefore%7Bcontent%3A%22%5Ce193%22%7D%2Eglyphicon%2Dcopyright%2Dmark%3Abefore%7Bcontent%3A%22%5Ce194%22%7D%2Eglyphicon%2Dregistration%2Dmark%3Abefore%7Bcontent%3A%22%5Ce195%22%7D%2Eglyphicon%2Dcloud%2Ddownload%3Abefore%7Bcontent%3A%22%5Ce197%22%7D%2Eglyphicon%2Dcloud%2Dupload%3Abefore%7Bcontent%3A%22%5Ce198%22%7D%2Eglyphicon%2Dtree%2Dconifer%3Abefore%7Bcontent%3A%22%5Ce199%22%7D%2Eglyphicon%2Dtree%2Ddeciduous%3Abefore%7Bcontent%3A%22%5Ce200%22%7D%2Eglyphicon%2Dcd%3Abefore%7Bcontent%3A%22%5Ce201%22%7D%2Eglyphicon%2Dsave%2Dfile%3Abefore%7Bcontent%3A%22%5Ce202%22%7D%2Eglyphicon%2Dopen%2Dfile%3Abefore%7Bcontent%3A%22%5Ce203%22%7D%2Eglyphicon%2Dlevel%2Dup%3Abefore%7Bcontent%3A%22%5Ce204%22%7D%2Eglyphicon%2Dcopy%3Abefore%7Bcontent%3A%22%5Ce205%22%7D%2Eglyphicon%2Dpaste%3Abefore%7Bcontent%3A%22%5Ce206%22%7D%2Eglyphicon%2Dalert%3Abefore%7Bcontent%3A%22%5Ce209%22%7D%2Eglyphicon%2Dequalizer%3Abefore%7Bcontent%3A%22%5Ce210%22%7D%2Eglyphicon%2Dking%3Abefore%7Bcontent%3A%22%5Ce211%22%7D%2Eglyphicon%2Dqueen%3Abefore%7Bcontent%3A%22%5Ce212%22%7D%2Eglyphicon%2Dpawn%3Abefore%7Bcontent%3A%22%5Ce213%22%7D%2Eglyphicon%2Dbishop%3Abefore%7Bcontent%3A%22%5Ce214%22%7D%2Eglyphicon%2Dknight%3Abefore%7Bcontent%3A%22%5Ce215%22%7D%2Eglyphicon%2Dbaby%2Dformula%3Abefore%7Bcontent%3A%22%5Ce216%22%7D%2Eglyphicon%2Dtent%3Abefore%7Bcontent%3A%22%5C26fa%22%7D%2Eglyphicon%2Dblackboard%3Abefore%7Bcontent%3A%22%5Ce218%22%7D%2Eglyphicon%2Dbed%3Abefore%7Bcontent%3A%22%5Ce219%22%7D%2Eglyphicon%2Dapple%3Abefore%7Bcontent%3A%22%5Cf8ff%22%7D%2Eglyphicon%2Derase%3Abefore%7Bcontent%3A%22%5Ce221%22%7D%2Eglyphicon%2Dhourglass%3Abefore%7Bcontent%3A%22%5C231b%22%7D%2Eglyphicon%2Dlamp%3Abefore%7Bcontent%3A%22%5Ce223%22%7D%2Eglyphicon%2Dduplicate%3Abefore%7Bcontent%3A%22%5Ce224%22%7D%2Eglyphicon%2Dpiggy%2Dbank%3Abefore%7Bcontent%3A%22%5Ce225%22%7D%2Eglyphicon%2Dscissors%3Abefore%7Bcontent%3A%22%5Ce226%22%7D%2Eglyphicon%2Dbitcoin%3Abefore%7Bcontent%3A%22%5Ce227%22%7D%2Eglyphicon%2Dbtc%3Abefore%7Bcontent%3A%22%5Ce227%22%7D%2Eglyphicon%2Dxbt%3Abefore%7Bcontent%3A%22%5Ce227%22%7D%2Eglyphicon%2Dyen%3Abefore%7Bcontent%3A%22%5C00a5%22%7D%2Eglyphicon%2Djpy%3Abefore%7Bcontent%3A%22%5C00a5%22%7D%2Eglyphicon%2Druble%3Abefore%7Bcontent%3A%22%5C20bd%22%7D%2Eglyphicon%2Drub%3Abefore%7Bcontent%3A%22%5C20bd%22%7D%2Eglyphicon%2Dscale%3Abefore%7Bcontent%3A%22%5Ce230%22%7D%2Eglyphicon%2Dice%2Dlolly%3Abefore%7Bcontent%3A%22%5Ce231%22%7D%2Eglyphicon%2Dice%2Dlolly%2Dtasted%3Abefore%7Bcontent%3A%22%5Ce232%22%7D%2Eglyphicon%2Deducation%3Abefore%7Bcontent%3A%22%5Ce233%22%7D%2Eglyphicon%2Doption%2Dhorizontal%3Abefore%7Bcontent%3A%22%5Ce234%22%7D%2Eglyphicon%2Doption%2Dvertical%3Abefore%7Bcontent%3A%22%5Ce235%22%7D%2Eglyphicon%2Dmenu%2Dhamburger%3Abefore%7Bcontent%3A%22%5Ce236%22%7D%2Eglyphicon%2Dmodal%2Dwindow%3Abefore%7Bcontent%3A%22%5Ce237%22%7D%2Eglyphicon%2Doil%3Abefore%7Bcontent%3A%22%5Ce238%22%7D%2Eglyphicon%2Dgrain%3Abefore%7Bcontent%3A%22%5Ce239%22%7D%2Eglyphicon%2Dsunglasses%3Abefore%7Bcontent%3A%22%5Ce240%22%7D%2Eglyphicon%2Dtext%2Dsize%3Abefore%7Bcontent%3A%22%5Ce241%22%7D%2Eglyphicon%2Dtext%2Dcolor%3Abefore%7Bcontent%3A%22%5Ce242%22%7D%2Eglyphicon%2Dtext%2Dbackground%3Abefore%7Bcontent%3A%22%5Ce243%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dtop%3Abefore%7Bcontent%3A%22%5Ce244%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dbottom%3Abefore%7Bcontent%3A%22%5Ce245%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dhorizontal%3Abefore%7Bcontent%3A%22%5Ce246%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dleft%3Abefore%7Bcontent%3A%22%5Ce247%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dvertical%3Abefore%7Bcontent%3A%22%5Ce248%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dright%3Abefore%7Bcontent%3A%22%5Ce249%22%7D%2Eglyphicon%2Dtriangle%2Dright%3Abefore%7Bcontent%3A%22%5Ce250%22%7D%2Eglyphicon%2Dtriangle%2Dleft%3Abefore%7Bcontent%3A%22%5Ce251%22%7D%2Eglyphicon%2Dtriangle%2Dbottom%3Abefore%7Bcontent%3A%22%5Ce252%22%7D%2Eglyphicon%2Dtriangle%2Dtop%3Abefore%7Bcontent%3A%22%5Ce253%22%7D%2Eglyphicon%2Dconsole%3Abefore%7Bcontent%3A%22%5Ce254%22%7D%2Eglyphicon%2Dsuperscript%3Abefore%7Bcontent%3A%22%5Ce255%22%7D%2Eglyphicon%2Dsubscript%3Abefore%7Bcontent%3A%22%5Ce256%22%7D%2Eglyphicon%2Dmenu%2Dleft%3Abefore%7Bcontent%3A%22%5Ce257%22%7D%2Eglyphicon%2Dmenu%2Dright%3Abefore%7Bcontent%3A%22%5Ce258%22%7D%2Eglyphicon%2Dmenu%2Ddown%3Abefore%7Bcontent%3A%22%5Ce259%22%7D%2Eglyphicon%2Dmenu%2Dup%3Abefore%7Bcontent%3A%22%5Ce260%22%7D%2A%7B%2Dwebkit%2Dbox%2Dsizing%3Aborder%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Aborder%2Dbox%3Bbox%2Dsizing%3Aborder%2Dbox%7D%3Aafter%2C%3Abefore%7B%2Dwebkit%2Dbox%2Dsizing%3Aborder%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Aborder%2Dbox%3Bbox%2Dsizing%3Aborder%2Dbox%7Dhtml%7Bfont%2Dsize%3A10px%3B%2Dwebkit%2Dtap%2Dhighlight%2Dcolor%3Argba%280%2C0%2C0%2C0%29%7Dbody%7Bfont%2Dfamily%3A%22Helvetica%20Neue%22%2CHelvetica%2CArial%2Csans%2Dserif%3Bfont%2Dsize%3A14px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23fff%7Dbutton%2Cinput%2Cselect%2Ctextarea%7Bfont%2Dfamily%3Ainherit%3Bfont%2Dsize%3Ainherit%3Bline%2Dheight%3Ainherit%7Da%7Bcolor%3A%23337ab7%3Btext%2Ddecoration%3Anone%7Da%3Afocus%2Ca%3Ahover%7Bcolor%3A%2323527c%3Btext%2Ddecoration%3Aunderline%7Da%3Afocus%7Boutline%3Athin%20dotted%3Boutline%3A5px%20auto%20%2Dwebkit%2Dfocus%2Dring%2Dcolor%3Boutline%2Doffset%3A%2D2px%7Dfigure%7Bmargin%3A0%7Dimg%7Bvertical%2Dalign%3Amiddle%7D%2Ecarousel%2Dinner%3E%2Eitem%3Ea%3Eimg%2C%2Ecarousel%2Dinner%3E%2Eitem%3Eimg%2C%2Eimg%2Dresponsive%2C%2Ethumbnail%20a%3Eimg%2C%2Ethumbnail%3Eimg%7Bdisplay%3Ablock%3Bmax%2Dwidth%3A100%25%3Bheight%3Aauto%7D%2Eimg%2Drounded%7Bborder%2Dradius%3A6px%7D%2Eimg%2Dthumbnail%7Bdisplay%3Ainline%2Dblock%3Bmax%2Dwidth%3A100%25%3Bheight%3Aauto%3Bpadding%3A4px%3Bline%2Dheight%3A1%2E42857143%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dtransition%3Aall%20%2E2s%20ease%2Din%2Dout%3B%2Do%2Dtransition%3Aall%20%2E2s%20ease%2Din%2Dout%3Btransition%3Aall%20%2E2s%20ease%2Din%2Dout%7D%2Eimg%2Dcircle%7Bborder%2Dradius%3A50%25%7Dhr%7Bmargin%2Dtop%3A20px%3Bmargin%2Dbottom%3A20px%3Bborder%3A0%3Bborder%2Dtop%3A1px%20solid%20%23eee%7D%2Esr%2Donly%7Bposition%3Aabsolute%3Bwidth%3A1px%3Bheight%3A1px%3Bpadding%3A0%3Bmargin%3A%2D1px%3Boverflow%3Ahidden%3Bclip%3Arect%280%2C0%2C0%2C0%29%3Bborder%3A0%7D%2Esr%2Donly%2Dfocusable%3Aactive%2C%2Esr%2Donly%2Dfocusable%3Afocus%7Bposition%3Astatic%3Bwidth%3Aauto%3Bheight%3Aauto%3Bmargin%3A0%3Boverflow%3Avisible%3Bclip%3Aauto%7D%5Brole%3Dbutton%5D%7Bcursor%3Apointer%7D%2Eh1%2C%2Eh2%2C%2Eh3%2C%2Eh4%2C%2Eh5%2C%2Eh6%2Ch1%2Ch2%2Ch3%2Ch4%2Ch5%2Ch6%7Bfont%2Dfamily%3Ainherit%3Bfont%2Dweight%3A500%3Bline%2Dheight%3A1%2E1%3Bcolor%3Ainherit%7D%2Eh1%20%2Esmall%2C%2Eh1%20small%2C%2Eh2%20%2Esmall%2C%2Eh2%20small%2C%2Eh3%20%2Esmall%2C%2Eh3%20small%2C%2Eh4%20%2Esmall%2C%2Eh4%20small%2C%2Eh5%20%2Esmall%2C%2Eh5%20small%2C%2Eh6%20%2Esmall%2C%2Eh6%20small%2Ch1%20%2Esmall%2Ch1%20small%2Ch2%20%2Esmall%2Ch2%20small%2Ch3%20%2Esmall%2Ch3%20small%2Ch4%20%2Esmall%2Ch4%20small%2Ch5%20%2Esmall%2Ch5%20small%2Ch6%20%2Esmall%2Ch6%20small%7Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%3Bcolor%3A%23777%7D%2Eh1%2C%2Eh2%2C%2Eh3%2Ch1%2Ch2%2Ch3%7Bmargin%2Dtop%3A20px%3Bmargin%2Dbottom%3A10px%7D%2Eh1%20%2Esmall%2C%2Eh1%20small%2C%2Eh2%20%2Esmall%2C%2Eh2%20small%2C%2Eh3%20%2Esmall%2C%2Eh3%20small%2Ch1%20%2Esmall%2Ch1%20small%2Ch2%20%2Esmall%2Ch2%20small%2Ch3%20%2Esmall%2Ch3%20small%7Bfont%2Dsize%3A65%25%7D%2Eh4%2C%2Eh5%2C%2Eh6%2Ch4%2Ch5%2Ch6%7Bmargin%2Dtop%3A10px%3Bmargin%2Dbottom%3A10px%7D%2Eh4%20%2Esmall%2C%2Eh4%20small%2C%2Eh5%20%2Esmall%2C%2Eh5%20small%2C%2Eh6%20%2Esmall%2C%2Eh6%20small%2Ch4%20%2Esmall%2Ch4%20small%2Ch5%20%2Esmall%2Ch5%20small%2Ch6%20%2Esmall%2Ch6%20small%7Bfont%2Dsize%3A75%25%7D%2Eh1%2Ch1%7Bfont%2Dsize%3A36px%7D%2Eh2%2Ch2%7Bfont%2Dsize%3A30px%7D%2Eh3%2Ch3%7Bfont%2Dsize%3A24px%7D%2Eh4%2Ch4%7Bfont%2Dsize%3A18px%7D%2Eh5%2Ch5%7Bfont%2Dsize%3A14px%7D%2Eh6%2Ch6%7Bfont%2Dsize%3A12px%7Dp%7Bmargin%3A0%200%2010px%7D%2Elead%7Bmargin%2Dbottom%3A20px%3Bfont%2Dsize%3A16px%3Bfont%2Dweight%3A300%3Bline%2Dheight%3A1%2E4%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Elead%7Bfont%2Dsize%3A21px%7D%7D%2Esmall%2Csmall%7Bfont%2Dsize%3A85%25%7D%2Emark%2Cmark%7Bpadding%3A%2E2em%3Bbackground%2Dcolor%3A%23fcf8e3%7D%2Etext%2Dleft%7Btext%2Dalign%3Aleft%7D%2Etext%2Dright%7Btext%2Dalign%3Aright%7D%2Etext%2Dcenter%7Btext%2Dalign%3Acenter%7D%2Etext%2Djustify%7Btext%2Dalign%3Ajustify%7D%2Etext%2Dnowrap%7Bwhite%2Dspace%3Anowrap%7D%2Etext%2Dlowercase%7Btext%2Dtransform%3Alowercase%7D%2Etext%2Duppercase%7Btext%2Dtransform%3Auppercase%7D%2Etext%2Dcapitalize%7Btext%2Dtransform%3Acapitalize%7D%2Etext%2Dmuted%7Bcolor%3A%23777%7D%2Etext%2Dprimary%7Bcolor%3A%23337ab7%7Da%2Etext%2Dprimary%3Afocus%2Ca%2Etext%2Dprimary%3Ahover%7Bcolor%3A%23286090%7D%2Etext%2Dsuccess%7Bcolor%3A%233c763d%7Da%2Etext%2Dsuccess%3Afocus%2Ca%2Etext%2Dsuccess%3Ahover%7Bcolor%3A%232b542c%7D%2Etext%2Dinfo%7Bcolor%3A%2331708f%7Da%2Etext%2Dinfo%3Afocus%2Ca%2Etext%2Dinfo%3Ahover%7Bcolor%3A%23245269%7D%2Etext%2Dwarning%7Bcolor%3A%238a6d3b%7Da%2Etext%2Dwarning%3Afocus%2Ca%2Etext%2Dwarning%3Ahover%7Bcolor%3A%2366512c%7D%2Etext%2Ddanger%7Bcolor%3A%23a94442%7Da%2Etext%2Ddanger%3Afocus%2Ca%2Etext%2Ddanger%3Ahover%7Bcolor%3A%23843534%7D%2Ebg%2Dprimary%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23337ab7%7Da%2Ebg%2Dprimary%3Afocus%2Ca%2Ebg%2Dprimary%3Ahover%7Bbackground%2Dcolor%3A%23286090%7D%2Ebg%2Dsuccess%7Bbackground%2Dcolor%3A%23dff0d8%7Da%2Ebg%2Dsuccess%3Afocus%2Ca%2Ebg%2Dsuccess%3Ahover%7Bbackground%2Dcolor%3A%23c1e2b3%7D%2Ebg%2Dinfo%7Bbackground%2Dcolor%3A%23d9edf7%7Da%2Ebg%2Dinfo%3Afocus%2Ca%2Ebg%2Dinfo%3Ahover%7Bbackground%2Dcolor%3A%23afd9ee%7D%2Ebg%2Dwarning%7Bbackground%2Dcolor%3A%23fcf8e3%7Da%2Ebg%2Dwarning%3Afocus%2Ca%2Ebg%2Dwarning%3Ahover%7Bbackground%2Dcolor%3A%23f7ecb5%7D%2Ebg%2Ddanger%7Bbackground%2Dcolor%3A%23f2dede%7Da%2Ebg%2Ddanger%3Afocus%2Ca%2Ebg%2Ddanger%3Ahover%7Bbackground%2Dcolor%3A%23e4b9b9%7D%2Epage%2Dheader%7Bpadding%2Dbottom%3A9px%3Bmargin%3A40px%200%2020px%3Bborder%2Dbottom%3A1px%20solid%20%23eee%7Dol%2Cul%7Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A10px%7Dol%20ol%2Col%20ul%2Cul%20ol%2Cul%20ul%7Bmargin%2Dbottom%3A0%7D%2Elist%2Dunstyled%7Bpadding%2Dleft%3A0%3Blist%2Dstyle%3Anone%7D%2Elist%2Dinline%7Bpadding%2Dleft%3A0%3Bmargin%2Dleft%3A%2D5px%3Blist%2Dstyle%3Anone%7D%2Elist%2Dinline%3Eli%7Bdisplay%3Ainline%2Dblock%3Bpadding%2Dright%3A5px%3Bpadding%2Dleft%3A5px%7Ddl%7Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A20px%7Ddd%2Cdt%7Bline%2Dheight%3A1%2E42857143%7Ddt%7Bfont%2Dweight%3A700%7Ddd%7Bmargin%2Dleft%3A0%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Edl%2Dhorizontal%20dt%7Bfloat%3Aleft%3Bwidth%3A160px%3Boverflow%3Ahidden%3Bclear%3Aleft%3Btext%2Dalign%3Aright%3Btext%2Doverflow%3Aellipsis%3Bwhite%2Dspace%3Anowrap%7D%2Edl%2Dhorizontal%20dd%7Bmargin%2Dleft%3A180px%7D%7Dabbr%5Bdata%2Doriginal%2Dtitle%5D%2Cabbr%5Btitle%5D%7Bcursor%3Ahelp%3Bborder%2Dbottom%3A1px%20dotted%20%23777%7D%2Einitialism%7Bfont%2Dsize%3A90%25%3Btext%2Dtransform%3Auppercase%7Dblockquote%7Bpadding%3A10px%2020px%3Bmargin%3A0%200%2020px%3Bfont%2Dsize%3A17%2E5px%3Bborder%2Dleft%3A5px%20solid%20%23eee%7Dblockquote%20ol%3Alast%2Dchild%2Cblockquote%20p%3Alast%2Dchild%2Cblockquote%20ul%3Alast%2Dchild%7Bmargin%2Dbottom%3A0%7Dblockquote%20%2Esmall%2Cblockquote%20footer%2Cblockquote%20small%7Bdisplay%3Ablock%3Bfont%2Dsize%3A80%25%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23777%7Dblockquote%20%2Esmall%3Abefore%2Cblockquote%20footer%3Abefore%2Cblockquote%20small%3Abefore%7Bcontent%3A%27%5C2014%20%5C00A0%27%7D%2Eblockquote%2Dreverse%2Cblockquote%2Epull%2Dright%7Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A0%3Btext%2Dalign%3Aright%3Bborder%2Dright%3A5px%20solid%20%23eee%3Bborder%2Dleft%3A0%7D%2Eblockquote%2Dreverse%20%2Esmall%3Abefore%2C%2Eblockquote%2Dreverse%20footer%3Abefore%2C%2Eblockquote%2Dreverse%20small%3Abefore%2Cblockquote%2Epull%2Dright%20%2Esmall%3Abefore%2Cblockquote%2Epull%2Dright%20footer%3Abefore%2Cblockquote%2Epull%2Dright%20small%3Abefore%7Bcontent%3A%27%27%7D%2Eblockquote%2Dreverse%20%2Esmall%3Aafter%2C%2Eblockquote%2Dreverse%20footer%3Aafter%2C%2Eblockquote%2Dreverse%20small%3Aafter%2Cblockquote%2Epull%2Dright%20%2Esmall%3Aafter%2Cblockquote%2Epull%2Dright%20footer%3Aafter%2Cblockquote%2Epull%2Dright%20small%3Aafter%7Bcontent%3A%27%5C00A0%20%5C2014%27%7Daddress%7Bmargin%2Dbottom%3A20px%3Bfont%2Dstyle%3Anormal%3Bline%2Dheight%3A1%2E42857143%7Dcode%2Ckbd%2Cpre%2Csamp%7Bfont%2Dfamily%3Amonospace%7Dcode%7Bpadding%3A2px%204px%3Bfont%2Dsize%3A90%25%3Bcolor%3A%23c7254e%3Bbackground%2Dcolor%3A%23f9f2f4%3Bborder%2Dradius%3A4px%7Dkbd%7Bpadding%3A2px%204px%3Bfont%2Dsize%3A90%25%3Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23333%3Bborder%2Dradius%3A3px%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%20%2D1px%200%20rgba%280%2C0%2C0%2C%2E25%29%3Bbox%2Dshadow%3Ainset%200%20%2D1px%200%20rgba%280%2C0%2C0%2C%2E25%29%7Dkbd%20kbd%7Bpadding%3A0%3Bfont%2Dsize%3A100%25%3Bfont%2Dweight%3A700%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7Dpre%7Bdisplay%3Ablock%3Bpadding%3A9%2E5px%3Bmargin%3A0%200%2010px%3Bfont%2Dsize%3A13px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23333%3Bword%2Dbreak%3Abreak%2Dall%3Bword%2Dwrap%3Abreak%2Dword%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%3A1px%20solid%20%23ccc%3Bborder%2Dradius%3A4px%7Dpre%20code%7Bpadding%3A0%3Bfont%2Dsize%3Ainherit%3Bcolor%3Ainherit%3Bwhite%2Dspace%3Apre%2Dwrap%3Bbackground%2Dcolor%3Atransparent%3Bborder%2Dradius%3A0%7D%2Epre%2Dscrollable%7Bmax%2Dheight%3A340px%3Boverflow%2Dy%3Ascroll%7D%2Econtainer%7Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A15px%3Bmargin%2Dright%3Aauto%3Bmargin%2Dleft%3Aauto%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Econtainer%7Bwidth%3A750px%7D%7D%40media%20%28min%2Dwidth%3A992px%29%7B%2Econtainer%7Bwidth%3A970px%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Econtainer%7Bwidth%3A1170px%7D%7D%2Econtainer%2Dfluid%7Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A15px%3Bmargin%2Dright%3Aauto%3Bmargin%2Dleft%3Aauto%7D%2Erow%7Bmargin%2Dright%3A%2D15px%3Bmargin%2Dleft%3A%2D15px%7D%2Ecol%2Dlg%2D1%2C%2Ecol%2Dlg%2D10%2C%2Ecol%2Dlg%2D11%2C%2Ecol%2Dlg%2D12%2C%2Ecol%2Dlg%2D2%2C%2Ecol%2Dlg%2D3%2C%2Ecol%2Dlg%2D4%2C%2Ecol%2Dlg%2D5%2C%2Ecol%2Dlg%2D6%2C%2Ecol%2Dlg%2D7%2C%2Ecol%2Dlg%2D8%2C%2Ecol%2Dlg%2D9%2C%2Ecol%2Dmd%2D1%2C%2Ecol%2Dmd%2D10%2C%2Ecol%2Dmd%2D11%2C%2Ecol%2Dmd%2D12%2C%2Ecol%2Dmd%2D2%2C%2Ecol%2Dmd%2D3%2C%2Ecol%2Dmd%2D4%2C%2Ecol%2Dmd%2D5%2C%2Ecol%2Dmd%2D6%2C%2Ecol%2Dmd%2D7%2C%2Ecol%2Dmd%2D8%2C%2Ecol%2Dmd%2D9%2C%2Ecol%2Dsm%2D1%2C%2Ecol%2Dsm%2D10%2C%2Ecol%2Dsm%2D11%2C%2Ecol%2Dsm%2D12%2C%2Ecol%2Dsm%2D2%2C%2Ecol%2Dsm%2D3%2C%2Ecol%2Dsm%2D4%2C%2Ecol%2Dsm%2D5%2C%2Ecol%2Dsm%2D6%2C%2Ecol%2Dsm%2D7%2C%2Ecol%2Dsm%2D8%2C%2Ecol%2Dsm%2D9%2C%2Ecol%2Dxs%2D1%2C%2Ecol%2Dxs%2D10%2C%2Ecol%2Dxs%2D11%2C%2Ecol%2Dxs%2D12%2C%2Ecol%2Dxs%2D2%2C%2Ecol%2Dxs%2D3%2C%2Ecol%2Dxs%2D4%2C%2Ecol%2Dxs%2D5%2C%2Ecol%2Dxs%2D6%2C%2Ecol%2Dxs%2D7%2C%2Ecol%2Dxs%2D8%2C%2Ecol%2Dxs%2D9%7Bposition%3Arelative%3Bmin%2Dheight%3A1px%3Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A15px%7D%2Ecol%2Dxs%2D1%2C%2Ecol%2Dxs%2D10%2C%2Ecol%2Dxs%2D11%2C%2Ecol%2Dxs%2D12%2C%2Ecol%2Dxs%2D2%2C%2Ecol%2Dxs%2D3%2C%2Ecol%2Dxs%2D4%2C%2Ecol%2Dxs%2D5%2C%2Ecol%2Dxs%2D6%2C%2Ecol%2Dxs%2D7%2C%2Ecol%2Dxs%2D8%2C%2Ecol%2Dxs%2D9%7Bfloat%3Aleft%7D%2Ecol%2Dxs%2D12%7Bwidth%3A100%25%7D%2Ecol%2Dxs%2D11%7Bwidth%3A91%2E66666667%25%7D%2Ecol%2Dxs%2D10%7Bwidth%3A83%2E33333333%25%7D%2Ecol%2Dxs%2D9%7Bwidth%3A75%25%7D%2Ecol%2Dxs%2D8%7Bwidth%3A66%2E66666667%25%7D%2Ecol%2Dxs%2D7%7Bwidth%3A58%2E33333333%25%7D%2Ecol%2Dxs%2D6%7Bwidth%3A50%25%7D%2Ecol%2Dxs%2D5%7Bwidth%3A41%2E66666667%25%7D%2Ecol%2Dxs%2D4%7Bwidth%3A33%2E33333333%25%7D%2Ecol%2Dxs%2D3%7Bwidth%3A25%25%7D%2Ecol%2Dxs%2D2%7Bwidth%3A16%2E66666667%25%7D%2Ecol%2Dxs%2D1%7Bwidth%3A8%2E33333333%25%7D%2Ecol%2Dxs%2Dpull%2D12%7Bright%3A100%25%7D%2Ecol%2Dxs%2Dpull%2D11%7Bright%3A91%2E66666667%25%7D%2Ecol%2Dxs%2Dpull%2D10%7Bright%3A83%2E33333333%25%7D%2Ecol%2Dxs%2Dpull%2D9%7Bright%3A75%25%7D%2Ecol%2Dxs%2Dpull%2D8%7Bright%3A66%2E66666667%25%7D%2Ecol%2Dxs%2Dpull%2D7%7Bright%3A58%2E33333333%25%7D%2Ecol%2Dxs%2Dpull%2D6%7Bright%3A50%25%7D%2Ecol%2Dxs%2Dpull%2D5%7Bright%3A41%2E66666667%25%7D%2Ecol%2Dxs%2Dpull%2D4%7Bright%3A33%2E33333333%25%7D%2Ecol%2Dxs%2Dpull%2D3%7Bright%3A25%25%7D%2Ecol%2Dxs%2Dpull%2D2%7Bright%3A16%2E66666667%25%7D%2Ecol%2Dxs%2Dpull%2D1%7Bright%3A8%2E33333333%25%7D%2Ecol%2Dxs%2Dpull%2D0%7Bright%3Aauto%7D%2Ecol%2Dxs%2Dpush%2D12%7Bleft%3A100%25%7D%2Ecol%2Dxs%2Dpush%2D11%7Bleft%3A91%2E66666667%25%7D%2Ecol%2Dxs%2Dpush%2D10%7Bleft%3A83%2E33333333%25%7D%2Ecol%2Dxs%2Dpush%2D9%7Bleft%3A75%25%7D%2Ecol%2Dxs%2Dpush%2D8%7Bleft%3A66%2E66666667%25%7D%2Ecol%2Dxs%2Dpush%2D7%7Bleft%3A58%2E33333333%25%7D%2Ecol%2Dxs%2Dpush%2D6%7Bleft%3A50%25%7D%2Ecol%2Dxs%2Dpush%2D5%7Bleft%3A41%2E66666667%25%7D%2Ecol%2Dxs%2Dpush%2D4%7Bleft%3A33%2E33333333%25%7D%2Ecol%2Dxs%2Dpush%2D3%7Bleft%3A25%25%7D%2Ecol%2Dxs%2Dpush%2D2%7Bleft%3A16%2E66666667%25%7D%2Ecol%2Dxs%2Dpush%2D1%7Bleft%3A8%2E33333333%25%7D%2Ecol%2Dxs%2Dpush%2D0%7Bleft%3Aauto%7D%2Ecol%2Dxs%2Doffset%2D12%7Bmargin%2Dleft%3A100%25%7D%2Ecol%2Dxs%2Doffset%2D11%7Bmargin%2Dleft%3A91%2E66666667%25%7D%2Ecol%2Dxs%2Doffset%2D10%7Bmargin%2Dleft%3A83%2E33333333%25%7D%2Ecol%2Dxs%2Doffset%2D9%7Bmargin%2Dleft%3A75%25%7D%2Ecol%2Dxs%2Doffset%2D8%7Bmargin%2Dleft%3A66%2E66666667%25%7D%2Ecol%2Dxs%2Doffset%2D7%7Bmargin%2Dleft%3A58%2E33333333%25%7D%2Ecol%2Dxs%2Doffset%2D6%7Bmargin%2Dleft%3A50%25%7D%2Ecol%2Dxs%2Doffset%2D5%7Bmargin%2Dleft%3A41%2E66666667%25%7D%2Ecol%2Dxs%2Doffset%2D4%7Bmargin%2Dleft%3A33%2E33333333%25%7D%2Ecol%2Dxs%2Doffset%2D3%7Bmargin%2Dleft%3A25%25%7D%2Ecol%2Dxs%2Doffset%2D2%7Bmargin%2Dleft%3A16%2E66666667%25%7D%2Ecol%2Dxs%2Doffset%2D1%7Bmargin%2Dleft%3A8%2E33333333%25%7D%2Ecol%2Dxs%2Doffset%2D0%7Bmargin%2Dleft%3A0%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Ecol%2Dsm%2D1%2C%2Ecol%2Dsm%2D10%2C%2Ecol%2Dsm%2D11%2C%2Ecol%2Dsm%2D12%2C%2Ecol%2Dsm%2D2%2C%2Ecol%2Dsm%2D3%2C%2Ecol%2Dsm%2D4%2C%2Ecol%2Dsm%2D5%2C%2Ecol%2Dsm%2D6%2C%2Ecol%2Dsm%2D7%2C%2Ecol%2Dsm%2D8%2C%2Ecol%2Dsm%2D9%7Bfloat%3Aleft%7D%2Ecol%2Dsm%2D12%7Bwidth%3A100%25%7D%2Ecol%2Dsm%2D11%7Bwidth%3A91%2E66666667%25%7D%2Ecol%2Dsm%2D10%7Bwidth%3A83%2E33333333%25%7D%2Ecol%2Dsm%2D9%7Bwidth%3A75%25%7D%2Ecol%2Dsm%2D8%7Bwidth%3A66%2E66666667%25%7D%2Ecol%2Dsm%2D7%7Bwidth%3A58%2E33333333%25%7D%2Ecol%2Dsm%2D6%7Bwidth%3A50%25%7D%2Ecol%2Dsm%2D5%7Bwidth%3A41%2E66666667%25%7D%2Ecol%2Dsm%2D4%7Bwidth%3A33%2E33333333%25%7D%2Ecol%2Dsm%2D3%7Bwidth%3A25%25%7D%2Ecol%2Dsm%2D2%7Bwidth%3A16%2E66666667%25%7D%2Ecol%2Dsm%2D1%7Bwidth%3A8%2E33333333%25%7D%2Ecol%2Dsm%2Dpull%2D12%7Bright%3A100%25%7D%2Ecol%2Dsm%2Dpull%2D11%7Bright%3A91%2E66666667%25%7D%2Ecol%2Dsm%2Dpull%2D10%7Bright%3A83%2E33333333%25%7D%2Ecol%2Dsm%2Dpull%2D9%7Bright%3A75%25%7D%2Ecol%2Dsm%2Dpull%2D8%7Bright%3A66%2E66666667%25%7D%2Ecol%2Dsm%2Dpull%2D7%7Bright%3A58%2E33333333%25%7D%2Ecol%2Dsm%2Dpull%2D6%7Bright%3A50%25%7D%2Ecol%2Dsm%2Dpull%2D5%7Bright%3A41%2E66666667%25%7D%2Ecol%2Dsm%2Dpull%2D4%7Bright%3A33%2E33333333%25%7D%2Ecol%2Dsm%2Dpull%2D3%7Bright%3A25%25%7D%2Ecol%2Dsm%2Dpull%2D2%7Bright%3A16%2E66666667%25%7D%2Ecol%2Dsm%2Dpull%2D1%7Bright%3A8%2E33333333%25%7D%2Ecol%2Dsm%2Dpull%2D0%7Bright%3Aauto%7D%2Ecol%2Dsm%2Dpush%2D12%7Bleft%3A100%25%7D%2Ecol%2Dsm%2Dpush%2D11%7Bleft%3A91%2E66666667%25%7D%2Ecol%2Dsm%2Dpush%2D10%7Bleft%3A83%2E33333333%25%7D%2Ecol%2Dsm%2Dpush%2D9%7Bleft%3A75%25%7D%2Ecol%2Dsm%2Dpush%2D8%7Bleft%3A66%2E66666667%25%7D%2Ecol%2Dsm%2Dpush%2D7%7Bleft%3A58%2E33333333%25%7D%2Ecol%2Dsm%2Dpush%2D6%7Bleft%3A50%25%7D%2Ecol%2Dsm%2Dpush%2D5%7Bleft%3A41%2E66666667%25%7D%2Ecol%2Dsm%2Dpush%2D4%7Bleft%3A33%2E33333333%25%7D%2Ecol%2Dsm%2Dpush%2D3%7Bleft%3A25%25%7D%2Ecol%2Dsm%2Dpush%2D2%7Bleft%3A16%2E66666667%25%7D%2Ecol%2Dsm%2Dpush%2D1%7Bleft%3A8%2E33333333%25%7D%2Ecol%2Dsm%2Dpush%2D0%7Bleft%3Aauto%7D%2Ecol%2Dsm%2Doffset%2D12%7Bmargin%2Dleft%3A100%25%7D%2Ecol%2Dsm%2Doffset%2D11%7Bmargin%2Dleft%3A91%2E66666667%25%7D%2Ecol%2Dsm%2Doffset%2D10%7Bmargin%2Dleft%3A83%2E33333333%25%7D%2Ecol%2Dsm%2Doffset%2D9%7Bmargin%2Dleft%3A75%25%7D%2Ecol%2Dsm%2Doffset%2D8%7Bmargin%2Dleft%3A66%2E66666667%25%7D%2Ecol%2Dsm%2Doffset%2D7%7Bmargin%2Dleft%3A58%2E33333333%25%7D%2Ecol%2Dsm%2Doffset%2D6%7Bmargin%2Dleft%3A50%25%7D%2Ecol%2Dsm%2Doffset%2D5%7Bmargin%2Dleft%3A41%2E66666667%25%7D%2Ecol%2Dsm%2Doffset%2D4%7Bmargin%2Dleft%3A33%2E33333333%25%7D%2Ecol%2Dsm%2Doffset%2D3%7Bmargin%2Dleft%3A25%25%7D%2Ecol%2Dsm%2Doffset%2D2%7Bmargin%2Dleft%3A16%2E66666667%25%7D%2Ecol%2Dsm%2Doffset%2D1%7Bmargin%2Dleft%3A8%2E33333333%25%7D%2Ecol%2Dsm%2Doffset%2D0%7Bmargin%2Dleft%3A0%7D%7D%40media%20%28min%2Dwidth%3A992px%29%7B%2Ecol%2Dmd%2D1%2C%2Ecol%2Dmd%2D10%2C%2Ecol%2Dmd%2D11%2C%2Ecol%2Dmd%2D12%2C%2Ecol%2Dmd%2D2%2C%2Ecol%2Dmd%2D3%2C%2Ecol%2Dmd%2D4%2C%2Ecol%2Dmd%2D5%2C%2Ecol%2Dmd%2D6%2C%2Ecol%2Dmd%2D7%2C%2Ecol%2Dmd%2D8%2C%2Ecol%2Dmd%2D9%7Bfloat%3Aleft%7D%2Ecol%2Dmd%2D12%7Bwidth%3A100%25%7D%2Ecol%2Dmd%2D11%7Bwidth%3A91%2E66666667%25%7D%2Ecol%2Dmd%2D10%7Bwidth%3A83%2E33333333%25%7D%2Ecol%2Dmd%2D9%7Bwidth%3A75%25%7D%2Ecol%2Dmd%2D8%7Bwidth%3A66%2E66666667%25%7D%2Ecol%2Dmd%2D7%7Bwidth%3A58%2E33333333%25%7D%2Ecol%2Dmd%2D6%7Bwidth%3A50%25%7D%2Ecol%2Dmd%2D5%7Bwidth%3A41%2E66666667%25%7D%2Ecol%2Dmd%2D4%7Bwidth%3A33%2E33333333%25%7D%2Ecol%2Dmd%2D3%7Bwidth%3A25%25%7D%2Ecol%2Dmd%2D2%7Bwidth%3A16%2E66666667%25%7D%2Ecol%2Dmd%2D1%7Bwidth%3A8%2E33333333%25%7D%2Ecol%2Dmd%2Dpull%2D12%7Bright%3A100%25%7D%2Ecol%2Dmd%2Dpull%2D11%7Bright%3A91%2E66666667%25%7D%2Ecol%2Dmd%2Dpull%2D10%7Bright%3A83%2E33333333%25%7D%2Ecol%2Dmd%2Dpull%2D9%7Bright%3A75%25%7D%2Ecol%2Dmd%2Dpull%2D8%7Bright%3A66%2E66666667%25%7D%2Ecol%2Dmd%2Dpull%2D7%7Bright%3A58%2E33333333%25%7D%2Ecol%2Dmd%2Dpull%2D6%7Bright%3A50%25%7D%2Ecol%2Dmd%2Dpull%2D5%7Bright%3A41%2E66666667%25%7D%2Ecol%2Dmd%2Dpull%2D4%7Bright%3A33%2E33333333%25%7D%2Ecol%2Dmd%2Dpull%2D3%7Bright%3A25%25%7D%2Ecol%2Dmd%2Dpull%2D2%7Bright%3A16%2E66666667%25%7D%2Ecol%2Dmd%2Dpull%2D1%7Bright%3A8%2E33333333%25%7D%2Ecol%2Dmd%2Dpull%2D0%7Bright%3Aauto%7D%2Ecol%2Dmd%2Dpush%2D12%7Bleft%3A100%25%7D%2Ecol%2Dmd%2Dpush%2D11%7Bleft%3A91%2E66666667%25%7D%2Ecol%2Dmd%2Dpush%2D10%7Bleft%3A83%2E33333333%25%7D%2Ecol%2Dmd%2Dpush%2D9%7Bleft%3A75%25%7D%2Ecol%2Dmd%2Dpush%2D8%7Bleft%3A66%2E66666667%25%7D%2Ecol%2Dmd%2Dpush%2D7%7Bleft%3A58%2E33333333%25%7D%2Ecol%2Dmd%2Dpush%2D6%7Bleft%3A50%25%7D%2Ecol%2Dmd%2Dpush%2D5%7Bleft%3A41%2E66666667%25%7D%2Ecol%2Dmd%2Dpush%2D4%7Bleft%3A33%2E33333333%25%7D%2Ecol%2Dmd%2Dpush%2D3%7Bleft%3A25%25%7D%2Ecol%2Dmd%2Dpush%2D2%7Bleft%3A16%2E66666667%25%7D%2Ecol%2Dmd%2Dpush%2D1%7Bleft%3A8%2E33333333%25%7D%2Ecol%2Dmd%2Dpush%2D0%7Bleft%3Aauto%7D%2Ecol%2Dmd%2Doffset%2D12%7Bmargin%2Dleft%3A100%25%7D%2Ecol%2Dmd%2Doffset%2D11%7Bmargin%2Dleft%3A91%2E66666667%25%7D%2Ecol%2Dmd%2Doffset%2D10%7Bmargin%2Dleft%3A83%2E33333333%25%7D%2Ecol%2Dmd%2Doffset%2D9%7Bmargin%2Dleft%3A75%25%7D%2Ecol%2Dmd%2Doffset%2D8%7Bmargin%2Dleft%3A66%2E66666667%25%7D%2Ecol%2Dmd%2Doffset%2D7%7Bmargin%2Dleft%3A58%2E33333333%25%7D%2Ecol%2Dmd%2Doffset%2D6%7Bmargin%2Dleft%3A50%25%7D%2Ecol%2Dmd%2Doffset%2D5%7Bmargin%2Dleft%3A41%2E66666667%25%7D%2Ecol%2Dmd%2Doffset%2D4%7Bmargin%2Dleft%3A33%2E33333333%25%7D%2Ecol%2Dmd%2Doffset%2D3%7Bmargin%2Dleft%3A25%25%7D%2Ecol%2Dmd%2Doffset%2D2%7Bmargin%2Dleft%3A16%2E66666667%25%7D%2Ecol%2Dmd%2Doffset%2D1%7Bmargin%2Dleft%3A8%2E33333333%25%7D%2Ecol%2Dmd%2Doffset%2D0%7Bmargin%2Dleft%3A0%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Ecol%2Dlg%2D1%2C%2Ecol%2Dlg%2D10%2C%2Ecol%2Dlg%2D11%2C%2Ecol%2Dlg%2D12%2C%2Ecol%2Dlg%2D2%2C%2Ecol%2Dlg%2D3%2C%2Ecol%2Dlg%2D4%2C%2Ecol%2Dlg%2D5%2C%2Ecol%2Dlg%2D6%2C%2Ecol%2Dlg%2D7%2C%2Ecol%2Dlg%2D8%2C%2Ecol%2Dlg%2D9%7Bfloat%3Aleft%7D%2Ecol%2Dlg%2D12%7Bwidth%3A100%25%7D%2Ecol%2Dlg%2D11%7Bwidth%3A91%2E66666667%25%7D%2Ecol%2Dlg%2D10%7Bwidth%3A83%2E33333333%25%7D%2Ecol%2Dlg%2D9%7Bwidth%3A75%25%7D%2Ecol%2Dlg%2D8%7Bwidth%3A66%2E66666667%25%7D%2Ecol%2Dlg%2D7%7Bwidth%3A58%2E33333333%25%7D%2Ecol%2Dlg%2D6%7Bwidth%3A50%25%7D%2Ecol%2Dlg%2D5%7Bwidth%3A41%2E66666667%25%7D%2Ecol%2Dlg%2D4%7Bwidth%3A33%2E33333333%25%7D%2Ecol%2Dlg%2D3%7Bwidth%3A25%25%7D%2Ecol%2Dlg%2D2%7Bwidth%3A16%2E66666667%25%7D%2Ecol%2Dlg%2D1%7Bwidth%3A8%2E33333333%25%7D%2Ecol%2Dlg%2Dpull%2D12%7Bright%3A100%25%7D%2Ecol%2Dlg%2Dpull%2D11%7Bright%3A91%2E66666667%25%7D%2Ecol%2Dlg%2Dpull%2D10%7Bright%3A83%2E33333333%25%7D%2Ecol%2Dlg%2Dpull%2D9%7Bright%3A75%25%7D%2Ecol%2Dlg%2Dpull%2D8%7Bright%3A66%2E66666667%25%7D%2Ecol%2Dlg%2Dpull%2D7%7Bright%3A58%2E33333333%25%7D%2Ecol%2Dlg%2Dpull%2D6%7Bright%3A50%25%7D%2Ecol%2Dlg%2Dpull%2D5%7Bright%3A41%2E66666667%25%7D%2Ecol%2Dlg%2Dpull%2D4%7Bright%3A33%2E33333333%25%7D%2Ecol%2Dlg%2Dpull%2D3%7Bright%3A25%25%7D%2Ecol%2Dlg%2Dpull%2D2%7Bright%3A16%2E66666667%25%7D%2Ecol%2Dlg%2Dpull%2D1%7Bright%3A8%2E33333333%25%7D%2Ecol%2Dlg%2Dpull%2D0%7Bright%3Aauto%7D%2Ecol%2Dlg%2Dpush%2D12%7Bleft%3A100%25%7D%2Ecol%2Dlg%2Dpush%2D11%7Bleft%3A91%2E66666667%25%7D%2Ecol%2Dlg%2Dpush%2D10%7Bleft%3A83%2E33333333%25%7D%2Ecol%2Dlg%2Dpush%2D9%7Bleft%3A75%25%7D%2Ecol%2Dlg%2Dpush%2D8%7Bleft%3A66%2E66666667%25%7D%2Ecol%2Dlg%2Dpush%2D7%7Bleft%3A58%2E33333333%25%7D%2Ecol%2Dlg%2Dpush%2D6%7Bleft%3A50%25%7D%2Ecol%2Dlg%2Dpush%2D5%7Bleft%3A41%2E66666667%25%7D%2Ecol%2Dlg%2Dpush%2D4%7Bleft%3A33%2E33333333%25%7D%2Ecol%2Dlg%2Dpush%2D3%7Bleft%3A25%25%7D%2Ecol%2Dlg%2Dpush%2D2%7Bleft%3A16%2E66666667%25%7D%2Ecol%2Dlg%2Dpush%2D1%7Bleft%3A8%2E33333333%25%7D%2Ecol%2Dlg%2Dpush%2D0%7Bleft%3Aauto%7D%2Ecol%2Dlg%2Doffset%2D12%7Bmargin%2Dleft%3A100%25%7D%2Ecol%2Dlg%2Doffset%2D11%7Bmargin%2Dleft%3A91%2E66666667%25%7D%2Ecol%2Dlg%2Doffset%2D10%7Bmargin%2Dleft%3A83%2E33333333%25%7D%2Ecol%2Dlg%2Doffset%2D9%7Bmargin%2Dleft%3A75%25%7D%2Ecol%2Dlg%2Doffset%2D8%7Bmargin%2Dleft%3A66%2E66666667%25%7D%2Ecol%2Dlg%2Doffset%2D7%7Bmargin%2Dleft%3A58%2E33333333%25%7D%2Ecol%2Dlg%2Doffset%2D6%7Bmargin%2Dleft%3A50%25%7D%2Ecol%2Dlg%2Doffset%2D5%7Bmargin%2Dleft%3A41%2E66666667%25%7D%2Ecol%2Dlg%2Doffset%2D4%7Bmargin%2Dleft%3A33%2E33333333%25%7D%2Ecol%2Dlg%2Doffset%2D3%7Bmargin%2Dleft%3A25%25%7D%2Ecol%2Dlg%2Doffset%2D2%7Bmargin%2Dleft%3A16%2E66666667%25%7D%2Ecol%2Dlg%2Doffset%2D1%7Bmargin%2Dleft%3A8%2E33333333%25%7D%2Ecol%2Dlg%2Doffset%2D0%7Bmargin%2Dleft%3A0%7D%7Dtable%7Bbackground%2Dcolor%3Atransparent%7Dcaption%7Bpadding%2Dtop%3A8px%3Bpadding%2Dbottom%3A8px%3Bcolor%3A%23777%3Btext%2Dalign%3Aleft%7Dth%7B%7D%2Etable%7Bwidth%3A100%25%3Bmax%2Dwidth%3A100%25%3Bmargin%2Dbottom%3A20px%7D%2Etable%3Etbody%3Etr%3Etd%2C%2Etable%3Etbody%3Etr%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2C%2Etable%3Etfoot%3Etr%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2C%2Etable%3Ethead%3Etr%3Eth%7Bpadding%3A8px%3Bline%2Dheight%3A1%2E42857143%3Bvertical%2Dalign%3Atop%3Bborder%2Dtop%3A1px%20solid%20%23ddd%7D%2Etable%3Ethead%3Etr%3Eth%7Bvertical%2Dalign%3Abottom%3Bborder%2Dbottom%3A2px%20solid%20%23ddd%7D%2Etable%3Ecaption%2Bthead%3Etr%3Afirst%2Dchild%3Etd%2C%2Etable%3Ecaption%2Bthead%3Etr%3Afirst%2Dchild%3Eth%2C%2Etable%3Ecolgroup%2Bthead%3Etr%3Afirst%2Dchild%3Etd%2C%2Etable%3Ecolgroup%2Bthead%3Etr%3Afirst%2Dchild%3Eth%2C%2Etable%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%3Etd%2C%2Etable%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%3Eth%7Bborder%2Dtop%3A0%7D%2Etable%3Etbody%2Btbody%7Bborder%2Dtop%3A2px%20solid%20%23ddd%7D%2Etable%20%2Etable%7Bbackground%2Dcolor%3A%23fff%7D%2Etable%2Dcondensed%3Etbody%3Etr%3Etd%2C%2Etable%2Dcondensed%3Etbody%3Etr%3Eth%2C%2Etable%2Dcondensed%3Etfoot%3Etr%3Etd%2C%2Etable%2Dcondensed%3Etfoot%3Etr%3Eth%2C%2Etable%2Dcondensed%3Ethead%3Etr%3Etd%2C%2Etable%2Dcondensed%3Ethead%3Etr%3Eth%7Bpadding%3A5px%7D%2Etable%2Dbordered%7Bborder%3A1px%20solid%20%23ddd%7D%2Etable%2Dbordered%3Etbody%3Etr%3Etd%2C%2Etable%2Dbordered%3Etbody%3Etr%3Eth%2C%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%2C%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%2C%2Etable%2Dbordered%3Ethead%3Etr%3Etd%2C%2Etable%2Dbordered%3Ethead%3Etr%3Eth%7Bborder%3A1px%20solid%20%23ddd%7D%2Etable%2Dbordered%3Ethead%3Etr%3Etd%2C%2Etable%2Dbordered%3Ethead%3Etr%3Eth%7Bborder%2Dbottom%2Dwidth%3A2px%7D%2Etable%2Dstriped%3Etbody%3Etr%3Anth%2Dof%2Dtype%28odd%29%7Bbackground%2Dcolor%3A%23f9f9f9%7D%2Etable%2Dhover%3Etbody%3Etr%3Ahover%7Bbackground%2Dcolor%3A%23f5f5f5%7Dtable%20col%5Bclass%2A%3Dcol%2D%5D%7Bposition%3Astatic%3Bdisplay%3Atable%2Dcolumn%3Bfloat%3Anone%7Dtable%20td%5Bclass%2A%3Dcol%2D%5D%2Ctable%20th%5Bclass%2A%3Dcol%2D%5D%7Bposition%3Astatic%3Bdisplay%3Atable%2Dcell%3Bfloat%3Anone%7D%2Etable%3Etbody%3Etr%2Eactive%3Etd%2C%2Etable%3Etbody%3Etr%2Eactive%3Eth%2C%2Etable%3Etbody%3Etr%3Etd%2Eactive%2C%2Etable%3Etbody%3Etr%3Eth%2Eactive%2C%2Etable%3Etfoot%3Etr%2Eactive%3Etd%2C%2Etable%3Etfoot%3Etr%2Eactive%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2Eactive%2C%2Etable%3Etfoot%3Etr%3Eth%2Eactive%2C%2Etable%3Ethead%3Etr%2Eactive%3Etd%2C%2Etable%3Ethead%3Etr%2Eactive%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2Eactive%2C%2Etable%3Ethead%3Etr%3Eth%2Eactive%7Bbackground%2Dcolor%3A%23f5f5f5%7D%2Etable%2Dhover%3Etbody%3Etr%2Eactive%3Ahover%3Etd%2C%2Etable%2Dhover%3Etbody%3Etr%2Eactive%3Ahover%3Eth%2C%2Etable%2Dhover%3Etbody%3Etr%3Ahover%3E%2Eactive%2C%2Etable%2Dhover%3Etbody%3Etr%3Etd%2Eactive%3Ahover%2C%2Etable%2Dhover%3Etbody%3Etr%3Eth%2Eactive%3Ahover%7Bbackground%2Dcolor%3A%23e8e8e8%7D%2Etable%3Etbody%3Etr%2Esuccess%3Etd%2C%2Etable%3Etbody%3Etr%2Esuccess%3Eth%2C%2Etable%3Etbody%3Etr%3Etd%2Esuccess%2C%2Etable%3Etbody%3Etr%3Eth%2Esuccess%2C%2Etable%3Etfoot%3Etr%2Esuccess%3Etd%2C%2Etable%3Etfoot%3Etr%2Esuccess%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2Esuccess%2C%2Etable%3Etfoot%3Etr%3Eth%2Esuccess%2C%2Etable%3Ethead%3Etr%2Esuccess%3Etd%2C%2Etable%3Ethead%3Etr%2Esuccess%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2Esuccess%2C%2Etable%3Ethead%3Etr%3Eth%2Esuccess%7Bbackground%2Dcolor%3A%23dff0d8%7D%2Etable%2Dhover%3Etbody%3Etr%2Esuccess%3Ahover%3Etd%2C%2Etable%2Dhover%3Etbody%3Etr%2Esuccess%3Ahover%3Eth%2C%2Etable%2Dhover%3Etbody%3Etr%3Ahover%3E%2Esuccess%2C%2Etable%2Dhover%3Etbody%3Etr%3Etd%2Esuccess%3Ahover%2C%2Etable%2Dhover%3Etbody%3Etr%3Eth%2Esuccess%3Ahover%7Bbackground%2Dcolor%3A%23d0e9c6%7D%2Etable%3Etbody%3Etr%2Einfo%3Etd%2C%2Etable%3Etbody%3Etr%2Einfo%3Eth%2C%2Etable%3Etbody%3Etr%3Etd%2Einfo%2C%2Etable%3Etbody%3Etr%3Eth%2Einfo%2C%2Etable%3Etfoot%3Etr%2Einfo%3Etd%2C%2Etable%3Etfoot%3Etr%2Einfo%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2Einfo%2C%2Etable%3Etfoot%3Etr%3Eth%2Einfo%2C%2Etable%3Ethead%3Etr%2Einfo%3Etd%2C%2Etable%3Ethead%3Etr%2Einfo%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2Einfo%2C%2Etable%3Ethead%3Etr%3Eth%2Einfo%7Bbackground%2Dcolor%3A%23d9edf7%7D%2Etable%2Dhover%3Etbody%3Etr%2Einfo%3Ahover%3Etd%2C%2Etable%2Dhover%3Etbody%3Etr%2Einfo%3Ahover%3Eth%2C%2Etable%2Dhover%3Etbody%3Etr%3Ahover%3E%2Einfo%2C%2Etable%2Dhover%3Etbody%3Etr%3Etd%2Einfo%3Ahover%2C%2Etable%2Dhover%3Etbody%3Etr%3Eth%2Einfo%3Ahover%7Bbackground%2Dcolor%3A%23c4e3f3%7D%2Etable%3Etbody%3Etr%2Ewarning%3Etd%2C%2Etable%3Etbody%3Etr%2Ewarning%3Eth%2C%2Etable%3Etbody%3Etr%3Etd%2Ewarning%2C%2Etable%3Etbody%3Etr%3Eth%2Ewarning%2C%2Etable%3Etfoot%3Etr%2Ewarning%3Etd%2C%2Etable%3Etfoot%3Etr%2Ewarning%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2Ewarning%2C%2Etable%3Etfoot%3Etr%3Eth%2Ewarning%2C%2Etable%3Ethead%3Etr%2Ewarning%3Etd%2C%2Etable%3Ethead%3Etr%2Ewarning%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2Ewarning%2C%2Etable%3Ethead%3Etr%3Eth%2Ewarning%7Bbackground%2Dcolor%3A%23fcf8e3%7D%2Etable%2Dhover%3Etbody%3Etr%2Ewarning%3Ahover%3Etd%2C%2Etable%2Dhover%3Etbody%3Etr%2Ewarning%3Ahover%3Eth%2C%2Etable%2Dhover%3Etbody%3Etr%3Ahover%3E%2Ewarning%2C%2Etable%2Dhover%3Etbody%3Etr%3Etd%2Ewarning%3Ahover%2C%2Etable%2Dhover%3Etbody%3Etr%3Eth%2Ewarning%3Ahover%7Bbackground%2Dcolor%3A%23faf2cc%7D%2Etable%3Etbody%3Etr%2Edanger%3Etd%2C%2Etable%3Etbody%3Etr%2Edanger%3Eth%2C%2Etable%3Etbody%3Etr%3Etd%2Edanger%2C%2Etable%3Etbody%3Etr%3Eth%2Edanger%2C%2Etable%3Etfoot%3Etr%2Edanger%3Etd%2C%2Etable%3Etfoot%3Etr%2Edanger%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2Edanger%2C%2Etable%3Etfoot%3Etr%3Eth%2Edanger%2C%2Etable%3Ethead%3Etr%2Edanger%3Etd%2C%2Etable%3Ethead%3Etr%2Edanger%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2Edanger%2C%2Etable%3Ethead%3Etr%3Eth%2Edanger%7Bbackground%2Dcolor%3A%23f2dede%7D%2Etable%2Dhover%3Etbody%3Etr%2Edanger%3Ahover%3Etd%2C%2Etable%2Dhover%3Etbody%3Etr%2Edanger%3Ahover%3Eth%2C%2Etable%2Dhover%3Etbody%3Etr%3Ahover%3E%2Edanger%2C%2Etable%2Dhover%3Etbody%3Etr%3Etd%2Edanger%3Ahover%2C%2Etable%2Dhover%3Etbody%3Etr%3Eth%2Edanger%3Ahover%7Bbackground%2Dcolor%3A%23ebcccc%7D%2Etable%2Dresponsive%7Bmin%2Dheight%3A%2E01%25%3Boverflow%2Dx%3Aauto%7D%40media%20screen%20and%20%28max%2Dwidth%3A767px%29%7B%2Etable%2Dresponsive%7Bwidth%3A100%25%3Bmargin%2Dbottom%3A15px%3Boverflow%2Dy%3Ahidden%3B%2Dms%2Doverflow%2Dstyle%3A%2Dms%2Dautohiding%2Dscrollbar%3Bborder%3A1px%20solid%20%23ddd%7D%2Etable%2Dresponsive%3E%2Etable%7Bmargin%2Dbottom%3A0%7D%2Etable%2Dresponsive%3E%2Etable%3Etbody%3Etr%3Etd%2C%2Etable%2Dresponsive%3E%2Etable%3Etbody%3Etr%3Eth%2C%2Etable%2Dresponsive%3E%2Etable%3Etfoot%3Etr%3Etd%2C%2Etable%2Dresponsive%3E%2Etable%3Etfoot%3Etr%3Eth%2C%2Etable%2Dresponsive%3E%2Etable%3Ethead%3Etr%3Etd%2C%2Etable%2Dresponsive%3E%2Etable%3Ethead%3Etr%3Eth%7Bwhite%2Dspace%3Anowrap%7D%2Etable%2Dresponsive%3E%2Etable%2Dbordered%7Bborder%3A0%7D%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Afirst%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Afirst%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Afirst%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Afirst%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Afirst%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Afirst%2Dchild%7Bborder%2Dleft%3A0%7D%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Alast%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Alast%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Alast%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Alast%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Alast%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Alast%2Dchild%7Bborder%2Dright%3A0%7D%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Etd%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Eth%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Etd%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Eth%7Bborder%2Dbottom%3A0%7D%7Dfieldset%7Bmin%2Dwidth%3A0%3Bpadding%3A0%3Bmargin%3A0%3Bborder%3A0%7Dlegend%7Bdisplay%3Ablock%3Bwidth%3A100%25%3Bpadding%3A0%3Bmargin%2Dbottom%3A20px%3Bfont%2Dsize%3A21px%3Bline%2Dheight%3Ainherit%3Bcolor%3A%23333%3Bborder%3A0%3Bborder%2Dbottom%3A1px%20solid%20%23e5e5e5%7Dlabel%7Bdisplay%3Ainline%2Dblock%3Bmax%2Dwidth%3A100%25%3Bmargin%2Dbottom%3A5px%3Bfont%2Dweight%3A700%7Dinput%5Btype%3Dsearch%5D%7B%2Dwebkit%2Dbox%2Dsizing%3Aborder%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Aborder%2Dbox%3Bbox%2Dsizing%3Aborder%2Dbox%7Dinput%5Btype%3Dcheckbox%5D%2Cinput%5Btype%3Dradio%5D%7Bmargin%3A4px%200%200%3Bmargin%2Dtop%3A1px%5C9%3Bline%2Dheight%3Anormal%7Dinput%5Btype%3Dfile%5D%7Bdisplay%3Ablock%7Dinput%5Btype%3Drange%5D%7Bdisplay%3Ablock%3Bwidth%3A100%25%7Dselect%5Bmultiple%5D%2Cselect%5Bsize%5D%7Bheight%3Aauto%7Dinput%5Btype%3Dfile%5D%3Afocus%2Cinput%5Btype%3Dcheckbox%5D%3Afocus%2Cinput%5Btype%3Dradio%5D%3Afocus%7Boutline%3Athin%20dotted%3Boutline%3A5px%20auto%20%2Dwebkit%2Dfocus%2Dring%2Dcolor%3Boutline%2Doffset%3A%2D2px%7Doutput%7Bdisplay%3Ablock%3Bpadding%2Dtop%3A7px%3Bfont%2Dsize%3A14px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23555%7D%2Eform%2Dcontrol%7Bdisplay%3Ablock%3Bwidth%3A100%25%3Bheight%3A34px%3Bpadding%3A6px%2012px%3Bfont%2Dsize%3A14px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23555%3Bbackground%2Dcolor%3A%23fff%3Bbackground%2Dimage%3Anone%3Bborder%3A1px%20solid%20%23ccc%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%3B%2Dwebkit%2Dtransition%3Aborder%2Dcolor%20ease%2Din%2Dout%20%2E15s%2C%2Dwebkit%2Dbox%2Dshadow%20ease%2Din%2Dout%20%2E15s%3B%2Do%2Dtransition%3Aborder%2Dcolor%20ease%2Din%2Dout%20%2E15s%2Cbox%2Dshadow%20ease%2Din%2Dout%20%2E15s%3Btransition%3Aborder%2Dcolor%20ease%2Din%2Dout%20%2E15s%2Cbox%2Dshadow%20ease%2Din%2Dout%20%2E15s%7D%2Eform%2Dcontrol%3Afocus%7Bborder%2Dcolor%3A%2366afe9%3Boutline%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%208px%20rgba%28102%2C175%2C233%2C%2E6%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%208px%20rgba%28102%2C175%2C233%2C%2E6%29%7D%2Eform%2Dcontrol%3A%3A%2Dmoz%2Dplaceholder%7Bcolor%3A%23999%3Bopacity%3A1%7D%2Eform%2Dcontrol%3A%2Dms%2Dinput%2Dplaceholder%7Bcolor%3A%23999%7D%2Eform%2Dcontrol%3A%3A%2Dwebkit%2Dinput%2Dplaceholder%7Bcolor%3A%23999%7D%2Eform%2Dcontrol%5Bdisabled%5D%2C%2Eform%2Dcontrol%5Breadonly%5D%2Cfieldset%5Bdisabled%5D%20%2Eform%2Dcontrol%7Bbackground%2Dcolor%3A%23eee%3Bopacity%3A1%7D%2Eform%2Dcontrol%5Bdisabled%5D%2Cfieldset%5Bdisabled%5D%20%2Eform%2Dcontrol%7Bcursor%3Anot%2Dallowed%7Dtextarea%2Eform%2Dcontrol%7Bheight%3Aauto%7Dinput%5Btype%3Dsearch%5D%7B%2Dwebkit%2Dappearance%3Anone%7D%40media%20screen%20and%20%28%2Dwebkit%2Dmin%2Ddevice%2Dpixel%2Dratio%3A0%29%7Binput%5Btype%3Ddate%5D%2Eform%2Dcontrol%2Cinput%5Btype%3Dtime%5D%2Eform%2Dcontrol%2Cinput%5Btype%3Ddatetime%2Dlocal%5D%2Eform%2Dcontrol%2Cinput%5Btype%3Dmonth%5D%2Eform%2Dcontrol%7Bline%2Dheight%3A34px%7D%2Einput%2Dgroup%2Dsm%20input%5Btype%3Ddate%5D%2C%2Einput%2Dgroup%2Dsm%20input%5Btype%3Dtime%5D%2C%2Einput%2Dgroup%2Dsm%20input%5Btype%3Ddatetime%2Dlocal%5D%2C%2Einput%2Dgroup%2Dsm%20input%5Btype%3Dmonth%5D%2Cinput%5Btype%3Ddate%5D%2Einput%2Dsm%2Cinput%5Btype%3Dtime%5D%2Einput%2Dsm%2Cinput%5Btype%3Ddatetime%2Dlocal%5D%2Einput%2Dsm%2Cinput%5Btype%3Dmonth%5D%2Einput%2Dsm%7Bline%2Dheight%3A30px%7D%2Einput%2Dgroup%2Dlg%20input%5Btype%3Ddate%5D%2C%2Einput%2Dgroup%2Dlg%20input%5Btype%3Dtime%5D%2C%2Einput%2Dgroup%2Dlg%20input%5Btype%3Ddatetime%2Dlocal%5D%2C%2Einput%2Dgroup%2Dlg%20input%5Btype%3Dmonth%5D%2Cinput%5Btype%3Ddate%5D%2Einput%2Dlg%2Cinput%5Btype%3Dtime%5D%2Einput%2Dlg%2Cinput%5Btype%3Ddatetime%2Dlocal%5D%2Einput%2Dlg%2Cinput%5Btype%3Dmonth%5D%2Einput%2Dlg%7Bline%2Dheight%3A46px%7D%7D%2Eform%2Dgroup%7Bmargin%2Dbottom%3A15px%7D%2Echeckbox%2C%2Eradio%7Bposition%3Arelative%3Bdisplay%3Ablock%3Bmargin%2Dtop%3A10px%3Bmargin%2Dbottom%3A10px%7D%2Echeckbox%20label%2C%2Eradio%20label%7Bmin%2Dheight%3A20px%3Bpadding%2Dleft%3A20px%3Bmargin%2Dbottom%3A0%3Bfont%2Dweight%3A400%3Bcursor%3Apointer%7D%2Echeckbox%20input%5Btype%3Dcheckbox%5D%2C%2Echeckbox%2Dinline%20input%5Btype%3Dcheckbox%5D%2C%2Eradio%20input%5Btype%3Dradio%5D%2C%2Eradio%2Dinline%20input%5Btype%3Dradio%5D%7Bposition%3Aabsolute%3Bmargin%2Dtop%3A4px%5C9%3Bmargin%2Dleft%3A%2D20px%7D%2Echeckbox%2B%2Echeckbox%2C%2Eradio%2B%2Eradio%7Bmargin%2Dtop%3A%2D5px%7D%2Echeckbox%2Dinline%2C%2Eradio%2Dinline%7Bposition%3Arelative%3Bdisplay%3Ainline%2Dblock%3Bpadding%2Dleft%3A20px%3Bmargin%2Dbottom%3A0%3Bfont%2Dweight%3A400%3Bvertical%2Dalign%3Amiddle%3Bcursor%3Apointer%7D%2Echeckbox%2Dinline%2B%2Echeckbox%2Dinline%2C%2Eradio%2Dinline%2B%2Eradio%2Dinline%7Bmargin%2Dtop%3A0%3Bmargin%2Dleft%3A10px%7Dfieldset%5Bdisabled%5D%20input%5Btype%3Dcheckbox%5D%2Cfieldset%5Bdisabled%5D%20input%5Btype%3Dradio%5D%2Cinput%5Btype%3Dcheckbox%5D%2Edisabled%2Cinput%5Btype%3Dcheckbox%5D%5Bdisabled%5D%2Cinput%5Btype%3Dradio%5D%2Edisabled%2Cinput%5Btype%3Dradio%5D%5Bdisabled%5D%7Bcursor%3Anot%2Dallowed%7D%2Echeckbox%2Dinline%2Edisabled%2C%2Eradio%2Dinline%2Edisabled%2Cfieldset%5Bdisabled%5D%20%2Echeckbox%2Dinline%2Cfieldset%5Bdisabled%5D%20%2Eradio%2Dinline%7Bcursor%3Anot%2Dallowed%7D%2Echeckbox%2Edisabled%20label%2C%2Eradio%2Edisabled%20label%2Cfieldset%5Bdisabled%5D%20%2Echeckbox%20label%2Cfieldset%5Bdisabled%5D%20%2Eradio%20label%7Bcursor%3Anot%2Dallowed%7D%2Eform%2Dcontrol%2Dstatic%7Bmin%2Dheight%3A34px%3Bpadding%2Dtop%3A7px%3Bpadding%2Dbottom%3A7px%3Bmargin%2Dbottom%3A0%7D%2Eform%2Dcontrol%2Dstatic%2Einput%2Dlg%2C%2Eform%2Dcontrol%2Dstatic%2Einput%2Dsm%7Bpadding%2Dright%3A0%3Bpadding%2Dleft%3A0%7D%2Einput%2Dsm%7Bheight%3A30px%3Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%3Bborder%2Dradius%3A3px%7Dselect%2Einput%2Dsm%7Bheight%3A30px%3Bline%2Dheight%3A30px%7Dselect%5Bmultiple%5D%2Einput%2Dsm%2Ctextarea%2Einput%2Dsm%7Bheight%3Aauto%7D%2Eform%2Dgroup%2Dsm%20%2Eform%2Dcontrol%7Bheight%3A30px%3Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%3Bborder%2Dradius%3A3px%7D%2Eform%2Dgroup%2Dsm%20select%2Eform%2Dcontrol%7Bheight%3A30px%3Bline%2Dheight%3A30px%7D%2Eform%2Dgroup%2Dsm%20select%5Bmultiple%5D%2Eform%2Dcontrol%2C%2Eform%2Dgroup%2Dsm%20textarea%2Eform%2Dcontrol%7Bheight%3Aauto%7D%2Eform%2Dgroup%2Dsm%20%2Eform%2Dcontrol%2Dstatic%7Bheight%3A30px%3Bmin%2Dheight%3A32px%3Bpadding%3A6px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%7D%2Einput%2Dlg%7Bheight%3A46px%3Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%3Bborder%2Dradius%3A6px%7Dselect%2Einput%2Dlg%7Bheight%3A46px%3Bline%2Dheight%3A46px%7Dselect%5Bmultiple%5D%2Einput%2Dlg%2Ctextarea%2Einput%2Dlg%7Bheight%3Aauto%7D%2Eform%2Dgroup%2Dlg%20%2Eform%2Dcontrol%7Bheight%3A46px%3Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%3Bborder%2Dradius%3A6px%7D%2Eform%2Dgroup%2Dlg%20select%2Eform%2Dcontrol%7Bheight%3A46px%3Bline%2Dheight%3A46px%7D%2Eform%2Dgroup%2Dlg%20select%5Bmultiple%5D%2Eform%2Dcontrol%2C%2Eform%2Dgroup%2Dlg%20textarea%2Eform%2Dcontrol%7Bheight%3Aauto%7D%2Eform%2Dgroup%2Dlg%20%2Eform%2Dcontrol%2Dstatic%7Bheight%3A46px%3Bmin%2Dheight%3A38px%3Bpadding%3A11px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%7D%2Ehas%2Dfeedback%7Bposition%3Arelative%7D%2Ehas%2Dfeedback%20%2Eform%2Dcontrol%7Bpadding%2Dright%3A42%2E5px%7D%2Eform%2Dcontrol%2Dfeedback%7Bposition%3Aabsolute%3Btop%3A0%3Bright%3A0%3Bz%2Dindex%3A2%3Bdisplay%3Ablock%3Bwidth%3A34px%3Bheight%3A34px%3Bline%2Dheight%3A34px%3Btext%2Dalign%3Acenter%3Bpointer%2Devents%3Anone%7D%2Eform%2Dgroup%2Dlg%20%2Eform%2Dcontrol%2B%2Eform%2Dcontrol%2Dfeedback%2C%2Einput%2Dgroup%2Dlg%2B%2Eform%2Dcontrol%2Dfeedback%2C%2Einput%2Dlg%2B%2Eform%2Dcontrol%2Dfeedback%7Bwidth%3A46px%3Bheight%3A46px%3Bline%2Dheight%3A46px%7D%2Eform%2Dgroup%2Dsm%20%2Eform%2Dcontrol%2B%2Eform%2Dcontrol%2Dfeedback%2C%2Einput%2Dgroup%2Dsm%2B%2Eform%2Dcontrol%2Dfeedback%2C%2Einput%2Dsm%2B%2Eform%2Dcontrol%2Dfeedback%7Bwidth%3A30px%3Bheight%3A30px%3Bline%2Dheight%3A30px%7D%2Ehas%2Dsuccess%20%2Echeckbox%2C%2Ehas%2Dsuccess%20%2Echeckbox%2Dinline%2C%2Ehas%2Dsuccess%20%2Econtrol%2Dlabel%2C%2Ehas%2Dsuccess%20%2Ehelp%2Dblock%2C%2Ehas%2Dsuccess%20%2Eradio%2C%2Ehas%2Dsuccess%20%2Eradio%2Dinline%2C%2Ehas%2Dsuccess%2Echeckbox%20label%2C%2Ehas%2Dsuccess%2Echeckbox%2Dinline%20label%2C%2Ehas%2Dsuccess%2Eradio%20label%2C%2Ehas%2Dsuccess%2Eradio%2Dinline%20label%7Bcolor%3A%233c763d%7D%2Ehas%2Dsuccess%20%2Eform%2Dcontrol%7Bborder%2Dcolor%3A%233c763d%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%7D%2Ehas%2Dsuccess%20%2Eform%2Dcontrol%3Afocus%7Bborder%2Dcolor%3A%232b542c%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%2367b168%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%2367b168%7D%2Ehas%2Dsuccess%20%2Einput%2Dgroup%2Daddon%7Bcolor%3A%233c763d%3Bbackground%2Dcolor%3A%23dff0d8%3Bborder%2Dcolor%3A%233c763d%7D%2Ehas%2Dsuccess%20%2Eform%2Dcontrol%2Dfeedback%7Bcolor%3A%233c763d%7D%2Ehas%2Dwarning%20%2Echeckbox%2C%2Ehas%2Dwarning%20%2Echeckbox%2Dinline%2C%2Ehas%2Dwarning%20%2Econtrol%2Dlabel%2C%2Ehas%2Dwarning%20%2Ehelp%2Dblock%2C%2Ehas%2Dwarning%20%2Eradio%2C%2Ehas%2Dwarning%20%2Eradio%2Dinline%2C%2Ehas%2Dwarning%2Echeckbox%20label%2C%2Ehas%2Dwarning%2Echeckbox%2Dinline%20label%2C%2Ehas%2Dwarning%2Eradio%20label%2C%2Ehas%2Dwarning%2Eradio%2Dinline%20label%7Bcolor%3A%238a6d3b%7D%2Ehas%2Dwarning%20%2Eform%2Dcontrol%7Bborder%2Dcolor%3A%238a6d3b%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%7D%2Ehas%2Dwarning%20%2Eform%2Dcontrol%3Afocus%7Bborder%2Dcolor%3A%2366512c%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%23c0a16b%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%23c0a16b%7D%2Ehas%2Dwarning%20%2Einput%2Dgroup%2Daddon%7Bcolor%3A%238a6d3b%3Bbackground%2Dcolor%3A%23fcf8e3%3Bborder%2Dcolor%3A%238a6d3b%7D%2Ehas%2Dwarning%20%2Eform%2Dcontrol%2Dfeedback%7Bcolor%3A%238a6d3b%7D%2Ehas%2Derror%20%2Echeckbox%2C%2Ehas%2Derror%20%2Echeckbox%2Dinline%2C%2Ehas%2Derror%20%2Econtrol%2Dlabel%2C%2Ehas%2Derror%20%2Ehelp%2Dblock%2C%2Ehas%2Derror%20%2Eradio%2C%2Ehas%2Derror%20%2Eradio%2Dinline%2C%2Ehas%2Derror%2Echeckbox%20label%2C%2Ehas%2Derror%2Echeckbox%2Dinline%20label%2C%2Ehas%2Derror%2Eradio%20label%2C%2Ehas%2Derror%2Eradio%2Dinline%20label%7Bcolor%3A%23a94442%7D%2Ehas%2Derror%20%2Eform%2Dcontrol%7Bborder%2Dcolor%3A%23a94442%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%7D%2Ehas%2Derror%20%2Eform%2Dcontrol%3Afocus%7Bborder%2Dcolor%3A%23843534%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%23ce8483%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%23ce8483%7D%2Ehas%2Derror%20%2Einput%2Dgroup%2Daddon%7Bcolor%3A%23a94442%3Bbackground%2Dcolor%3A%23f2dede%3Bborder%2Dcolor%3A%23a94442%7D%2Ehas%2Derror%20%2Eform%2Dcontrol%2Dfeedback%7Bcolor%3A%23a94442%7D%2Ehas%2Dfeedback%20label%7E%2Eform%2Dcontrol%2Dfeedback%7Btop%3A25px%7D%2Ehas%2Dfeedback%20label%2Esr%2Donly%7E%2Eform%2Dcontrol%2Dfeedback%7Btop%3A0%7D%2Ehelp%2Dblock%7Bdisplay%3Ablock%3Bmargin%2Dtop%3A5px%3Bmargin%2Dbottom%3A10px%3Bcolor%3A%23737373%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Eform%2Dinline%20%2Eform%2Dgroup%7Bdisplay%3Ainline%2Dblock%3Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Eform%2Dinline%20%2Eform%2Dcontrol%7Bdisplay%3Ainline%2Dblock%3Bwidth%3Aauto%3Bvertical%2Dalign%3Amiddle%7D%2Eform%2Dinline%20%2Eform%2Dcontrol%2Dstatic%7Bdisplay%3Ainline%2Dblock%7D%2Eform%2Dinline%20%2Einput%2Dgroup%7Bdisplay%3Ainline%2Dtable%3Bvertical%2Dalign%3Amiddle%7D%2Eform%2Dinline%20%2Einput%2Dgroup%20%2Eform%2Dcontrol%2C%2Eform%2Dinline%20%2Einput%2Dgroup%20%2Einput%2Dgroup%2Daddon%2C%2Eform%2Dinline%20%2Einput%2Dgroup%20%2Einput%2Dgroup%2Dbtn%7Bwidth%3Aauto%7D%2Eform%2Dinline%20%2Einput%2Dgroup%3E%2Eform%2Dcontrol%7Bwidth%3A100%25%7D%2Eform%2Dinline%20%2Econtrol%2Dlabel%7Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Eform%2Dinline%20%2Echeckbox%2C%2Eform%2Dinline%20%2Eradio%7Bdisplay%3Ainline%2Dblock%3Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Eform%2Dinline%20%2Echeckbox%20label%2C%2Eform%2Dinline%20%2Eradio%20label%7Bpadding%2Dleft%3A0%7D%2Eform%2Dinline%20%2Echeckbox%20input%5Btype%3Dcheckbox%5D%2C%2Eform%2Dinline%20%2Eradio%20input%5Btype%3Dradio%5D%7Bposition%3Arelative%3Bmargin%2Dleft%3A0%7D%2Eform%2Dinline%20%2Ehas%2Dfeedback%20%2Eform%2Dcontrol%2Dfeedback%7Btop%3A0%7D%7D%2Eform%2Dhorizontal%20%2Echeckbox%2C%2Eform%2Dhorizontal%20%2Echeckbox%2Dinline%2C%2Eform%2Dhorizontal%20%2Eradio%2C%2Eform%2Dhorizontal%20%2Eradio%2Dinline%7Bpadding%2Dtop%3A7px%3Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A0%7D%2Eform%2Dhorizontal%20%2Echeckbox%2C%2Eform%2Dhorizontal%20%2Eradio%7Bmin%2Dheight%3A27px%7D%2Eform%2Dhorizontal%20%2Eform%2Dgroup%7Bmargin%2Dright%3A%2D15px%3Bmargin%2Dleft%3A%2D15px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Eform%2Dhorizontal%20%2Econtrol%2Dlabel%7Bpadding%2Dtop%3A7px%3Bmargin%2Dbottom%3A0%3Btext%2Dalign%3Aright%7D%7D%2Eform%2Dhorizontal%20%2Ehas%2Dfeedback%20%2Eform%2Dcontrol%2Dfeedback%7Bright%3A15px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Eform%2Dhorizontal%20%2Eform%2Dgroup%2Dlg%20%2Econtrol%2Dlabel%7Bpadding%2Dtop%3A14%2E33px%3Bfont%2Dsize%3A18px%7D%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Eform%2Dhorizontal%20%2Eform%2Dgroup%2Dsm%20%2Econtrol%2Dlabel%7Bpadding%2Dtop%3A6px%3Bfont%2Dsize%3A12px%7D%7D%2Ebtn%7Bdisplay%3Ainline%2Dblock%3Bpadding%3A6px%2012px%3Bmargin%2Dbottom%3A0%3Bfont%2Dsize%3A14px%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%2E42857143%3Btext%2Dalign%3Acenter%3Bwhite%2Dspace%3Anowrap%3Bvertical%2Dalign%3Amiddle%3B%2Dms%2Dtouch%2Daction%3Amanipulation%3Btouch%2Daction%3Amanipulation%3Bcursor%3Apointer%3B%2Dwebkit%2Duser%2Dselect%3Anone%3B%2Dmoz%2Duser%2Dselect%3Anone%3B%2Dms%2Duser%2Dselect%3Anone%3Buser%2Dselect%3Anone%3Bbackground%2Dimage%3Anone%3Bborder%3A1px%20solid%20transparent%3Bborder%2Dradius%3A4px%7D%2Ebtn%2Eactive%2Efocus%2C%2Ebtn%2Eactive%3Afocus%2C%2Ebtn%2Efocus%2C%2Ebtn%3Aactive%2Efocus%2C%2Ebtn%3Aactive%3Afocus%2C%2Ebtn%3Afocus%7Boutline%3Athin%20dotted%3Boutline%3A5px%20auto%20%2Dwebkit%2Dfocus%2Dring%2Dcolor%3Boutline%2Doffset%3A%2D2px%7D%2Ebtn%2Efocus%2C%2Ebtn%3Afocus%2C%2Ebtn%3Ahover%7Bcolor%3A%23333%3Btext%2Ddecoration%3Anone%7D%2Ebtn%2Eactive%2C%2Ebtn%3Aactive%7Bbackground%2Dimage%3Anone%3Boutline%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%203px%205px%20rgba%280%2C0%2C0%2C%2E125%29%3Bbox%2Dshadow%3Ainset%200%203px%205px%20rgba%280%2C0%2C0%2C%2E125%29%7D%2Ebtn%2Edisabled%2C%2Ebtn%5Bdisabled%5D%2Cfieldset%5Bdisabled%5D%20%2Ebtn%7Bcursor%3Anot%2Dallowed%3Bfilter%3Aalpha%28opacity%3D65%29%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%3Bopacity%3A%2E65%7Da%2Ebtn%2Edisabled%2Cfieldset%5Bdisabled%5D%20a%2Ebtn%7Bpointer%2Devents%3Anone%7D%2Ebtn%2Ddefault%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23fff%3Bborder%2Dcolor%3A%23ccc%7D%2Ebtn%2Ddefault%2Efocus%2C%2Ebtn%2Ddefault%3Afocus%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23e6e6e6%3Bborder%2Dcolor%3A%238c8c8c%7D%2Ebtn%2Ddefault%3Ahover%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23e6e6e6%3Bborder%2Dcolor%3A%23adadad%7D%2Ebtn%2Ddefault%2Eactive%2C%2Ebtn%2Ddefault%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddefault%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23e6e6e6%3Bborder%2Dcolor%3A%23adadad%7D%2Ebtn%2Ddefault%2Eactive%2Efocus%2C%2Ebtn%2Ddefault%2Eactive%3Afocus%2C%2Ebtn%2Ddefault%2Eactive%3Ahover%2C%2Ebtn%2Ddefault%3Aactive%2Efocus%2C%2Ebtn%2Ddefault%3Aactive%3Afocus%2C%2Ebtn%2Ddefault%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddefault%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddefault%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddefault%3Ahover%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23d4d4d4%3Bborder%2Dcolor%3A%238c8c8c%7D%2Ebtn%2Ddefault%2Eactive%2C%2Ebtn%2Ddefault%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddefault%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Ddefault%2Edisabled%2C%2Ebtn%2Ddefault%2Edisabled%2Eactive%2C%2Ebtn%2Ddefault%2Edisabled%2Efocus%2C%2Ebtn%2Ddefault%2Edisabled%3Aactive%2C%2Ebtn%2Ddefault%2Edisabled%3Afocus%2C%2Ebtn%2Ddefault%2Edisabled%3Ahover%2C%2Ebtn%2Ddefault%5Bdisabled%5D%2C%2Ebtn%2Ddefault%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Ddefault%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Ddefault%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Ddefault%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Ddefault%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%3Ahover%7Bbackground%2Dcolor%3A%23fff%3Bborder%2Dcolor%3A%23ccc%7D%2Ebtn%2Ddefault%20%2Ebadge%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23333%7D%2Ebtn%2Dprimary%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23337ab7%3Bborder%2Dcolor%3A%232e6da4%7D%2Ebtn%2Dprimary%2Efocus%2C%2Ebtn%2Dprimary%3Afocus%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23286090%3Bborder%2Dcolor%3A%23122b40%7D%2Ebtn%2Dprimary%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23286090%3Bborder%2Dcolor%3A%23204d74%7D%2Ebtn%2Dprimary%2Eactive%2C%2Ebtn%2Dprimary%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dprimary%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23286090%3Bborder%2Dcolor%3A%23204d74%7D%2Ebtn%2Dprimary%2Eactive%2Efocus%2C%2Ebtn%2Dprimary%2Eactive%3Afocus%2C%2Ebtn%2Dprimary%2Eactive%3Ahover%2C%2Ebtn%2Dprimary%3Aactive%2Efocus%2C%2Ebtn%2Dprimary%3Aactive%3Afocus%2C%2Ebtn%2Dprimary%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dprimary%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dprimary%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dprimary%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23204d74%3Bborder%2Dcolor%3A%23122b40%7D%2Ebtn%2Dprimary%2Eactive%2C%2Ebtn%2Dprimary%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dprimary%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Dprimary%2Edisabled%2C%2Ebtn%2Dprimary%2Edisabled%2Eactive%2C%2Ebtn%2Dprimary%2Edisabled%2Efocus%2C%2Ebtn%2Dprimary%2Edisabled%3Aactive%2C%2Ebtn%2Dprimary%2Edisabled%3Afocus%2C%2Ebtn%2Dprimary%2Edisabled%3Ahover%2C%2Ebtn%2Dprimary%5Bdisabled%5D%2C%2Ebtn%2Dprimary%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Dprimary%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Dprimary%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Dprimary%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Dprimary%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%3Ahover%7Bbackground%2Dcolor%3A%23337ab7%3Bborder%2Dcolor%3A%232e6da4%7D%2Ebtn%2Dprimary%20%2Ebadge%7Bcolor%3A%23337ab7%3Bbackground%2Dcolor%3A%23fff%7D%2Ebtn%2Dsuccess%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%235cb85c%3Bborder%2Dcolor%3A%234cae4c%7D%2Ebtn%2Dsuccess%2Efocus%2C%2Ebtn%2Dsuccess%3Afocus%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23449d44%3Bborder%2Dcolor%3A%23255625%7D%2Ebtn%2Dsuccess%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23449d44%3Bborder%2Dcolor%3A%23398439%7D%2Ebtn%2Dsuccess%2Eactive%2C%2Ebtn%2Dsuccess%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dsuccess%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23449d44%3Bborder%2Dcolor%3A%23398439%7D%2Ebtn%2Dsuccess%2Eactive%2Efocus%2C%2Ebtn%2Dsuccess%2Eactive%3Afocus%2C%2Ebtn%2Dsuccess%2Eactive%3Ahover%2C%2Ebtn%2Dsuccess%3Aactive%2Efocus%2C%2Ebtn%2Dsuccess%3Aactive%3Afocus%2C%2Ebtn%2Dsuccess%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dsuccess%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dsuccess%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dsuccess%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23398439%3Bborder%2Dcolor%3A%23255625%7D%2Ebtn%2Dsuccess%2Eactive%2C%2Ebtn%2Dsuccess%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dsuccess%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Dsuccess%2Edisabled%2C%2Ebtn%2Dsuccess%2Edisabled%2Eactive%2C%2Ebtn%2Dsuccess%2Edisabled%2Efocus%2C%2Ebtn%2Dsuccess%2Edisabled%3Aactive%2C%2Ebtn%2Dsuccess%2Edisabled%3Afocus%2C%2Ebtn%2Dsuccess%2Edisabled%3Ahover%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%3Ahover%7Bbackground%2Dcolor%3A%235cb85c%3Bborder%2Dcolor%3A%234cae4c%7D%2Ebtn%2Dsuccess%20%2Ebadge%7Bcolor%3A%235cb85c%3Bbackground%2Dcolor%3A%23fff%7D%2Ebtn%2Dinfo%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%235bc0de%3Bborder%2Dcolor%3A%2346b8da%7D%2Ebtn%2Dinfo%2Efocus%2C%2Ebtn%2Dinfo%3Afocus%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%2331b0d5%3Bborder%2Dcolor%3A%231b6d85%7D%2Ebtn%2Dinfo%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%2331b0d5%3Bborder%2Dcolor%3A%23269abc%7D%2Ebtn%2Dinfo%2Eactive%2C%2Ebtn%2Dinfo%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dinfo%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%2331b0d5%3Bborder%2Dcolor%3A%23269abc%7D%2Ebtn%2Dinfo%2Eactive%2Efocus%2C%2Ebtn%2Dinfo%2Eactive%3Afocus%2C%2Ebtn%2Dinfo%2Eactive%3Ahover%2C%2Ebtn%2Dinfo%3Aactive%2Efocus%2C%2Ebtn%2Dinfo%3Aactive%3Afocus%2C%2Ebtn%2Dinfo%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dinfo%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dinfo%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dinfo%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23269abc%3Bborder%2Dcolor%3A%231b6d85%7D%2Ebtn%2Dinfo%2Eactive%2C%2Ebtn%2Dinfo%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dinfo%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Dinfo%2Edisabled%2C%2Ebtn%2Dinfo%2Edisabled%2Eactive%2C%2Ebtn%2Dinfo%2Edisabled%2Efocus%2C%2Ebtn%2Dinfo%2Edisabled%3Aactive%2C%2Ebtn%2Dinfo%2Edisabled%3Afocus%2C%2Ebtn%2Dinfo%2Edisabled%3Ahover%2C%2Ebtn%2Dinfo%5Bdisabled%5D%2C%2Ebtn%2Dinfo%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Dinfo%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Dinfo%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Dinfo%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Dinfo%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%3Ahover%7Bbackground%2Dcolor%3A%235bc0de%3Bborder%2Dcolor%3A%2346b8da%7D%2Ebtn%2Dinfo%20%2Ebadge%7Bcolor%3A%235bc0de%3Bbackground%2Dcolor%3A%23fff%7D%2Ebtn%2Dwarning%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23f0ad4e%3Bborder%2Dcolor%3A%23eea236%7D%2Ebtn%2Dwarning%2Efocus%2C%2Ebtn%2Dwarning%3Afocus%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23ec971f%3Bborder%2Dcolor%3A%23985f0d%7D%2Ebtn%2Dwarning%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23ec971f%3Bborder%2Dcolor%3A%23d58512%7D%2Ebtn%2Dwarning%2Eactive%2C%2Ebtn%2Dwarning%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dwarning%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23ec971f%3Bborder%2Dcolor%3A%23d58512%7D%2Ebtn%2Dwarning%2Eactive%2Efocus%2C%2Ebtn%2Dwarning%2Eactive%3Afocus%2C%2Ebtn%2Dwarning%2Eactive%3Ahover%2C%2Ebtn%2Dwarning%3Aactive%2Efocus%2C%2Ebtn%2Dwarning%3Aactive%3Afocus%2C%2Ebtn%2Dwarning%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dwarning%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dwarning%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dwarning%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23d58512%3Bborder%2Dcolor%3A%23985f0d%7D%2Ebtn%2Dwarning%2Eactive%2C%2Ebtn%2Dwarning%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dwarning%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Dwarning%2Edisabled%2C%2Ebtn%2Dwarning%2Edisabled%2Eactive%2C%2Ebtn%2Dwarning%2Edisabled%2Efocus%2C%2Ebtn%2Dwarning%2Edisabled%3Aactive%2C%2Ebtn%2Dwarning%2Edisabled%3Afocus%2C%2Ebtn%2Dwarning%2Edisabled%3Ahover%2C%2Ebtn%2Dwarning%5Bdisabled%5D%2C%2Ebtn%2Dwarning%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Dwarning%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Dwarning%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Dwarning%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Dwarning%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%3Ahover%7Bbackground%2Dcolor%3A%23f0ad4e%3Bborder%2Dcolor%3A%23eea236%7D%2Ebtn%2Dwarning%20%2Ebadge%7Bcolor%3A%23f0ad4e%3Bbackground%2Dcolor%3A%23fff%7D%2Ebtn%2Ddanger%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23d9534f%3Bborder%2Dcolor%3A%23d43f3a%7D%2Ebtn%2Ddanger%2Efocus%2C%2Ebtn%2Ddanger%3Afocus%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23c9302c%3Bborder%2Dcolor%3A%23761c19%7D%2Ebtn%2Ddanger%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23c9302c%3Bborder%2Dcolor%3A%23ac2925%7D%2Ebtn%2Ddanger%2Eactive%2C%2Ebtn%2Ddanger%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddanger%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23c9302c%3Bborder%2Dcolor%3A%23ac2925%7D%2Ebtn%2Ddanger%2Eactive%2Efocus%2C%2Ebtn%2Ddanger%2Eactive%3Afocus%2C%2Ebtn%2Ddanger%2Eactive%3Ahover%2C%2Ebtn%2Ddanger%3Aactive%2Efocus%2C%2Ebtn%2Ddanger%3Aactive%3Afocus%2C%2Ebtn%2Ddanger%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddanger%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddanger%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddanger%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23ac2925%3Bborder%2Dcolor%3A%23761c19%7D%2Ebtn%2Ddanger%2Eactive%2C%2Ebtn%2Ddanger%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddanger%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Ddanger%2Edisabled%2C%2Ebtn%2Ddanger%2Edisabled%2Eactive%2C%2Ebtn%2Ddanger%2Edisabled%2Efocus%2C%2Ebtn%2Ddanger%2Edisabled%3Aactive%2C%2Ebtn%2Ddanger%2Edisabled%3Afocus%2C%2Ebtn%2Ddanger%2Edisabled%3Ahover%2C%2Ebtn%2Ddanger%5Bdisabled%5D%2C%2Ebtn%2Ddanger%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Ddanger%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Ddanger%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Ddanger%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Ddanger%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%3Ahover%7Bbackground%2Dcolor%3A%23d9534f%3Bborder%2Dcolor%3A%23d43f3a%7D%2Ebtn%2Ddanger%20%2Ebadge%7Bcolor%3A%23d9534f%3Bbackground%2Dcolor%3A%23fff%7D%2Ebtn%2Dlink%7Bfont%2Dweight%3A400%3Bcolor%3A%23337ab7%3Bborder%2Dradius%3A0%7D%2Ebtn%2Dlink%2C%2Ebtn%2Dlink%2Eactive%2C%2Ebtn%2Dlink%3Aactive%2C%2Ebtn%2Dlink%5Bdisabled%5D%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dlink%7Bbackground%2Dcolor%3Atransparent%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7D%2Ebtn%2Dlink%2C%2Ebtn%2Dlink%3Aactive%2C%2Ebtn%2Dlink%3Afocus%2C%2Ebtn%2Dlink%3Ahover%7Bborder%2Dcolor%3Atransparent%7D%2Ebtn%2Dlink%3Afocus%2C%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%2323527c%3Btext%2Ddecoration%3Aunderline%3Bbackground%2Dcolor%3Atransparent%7D%2Ebtn%2Dlink%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Dlink%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dlink%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%23777%3Btext%2Ddecoration%3Anone%7D%2Ebtn%2Dgroup%2Dlg%3E%2Ebtn%2C%2Ebtn%2Dlg%7Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%3Bborder%2Dradius%3A6px%7D%2Ebtn%2Dgroup%2Dsm%3E%2Ebtn%2C%2Ebtn%2Dsm%7Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%3Bborder%2Dradius%3A3px%7D%2Ebtn%2Dgroup%2Dxs%3E%2Ebtn%2C%2Ebtn%2Dxs%7Bpadding%3A1px%205px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%3Bborder%2Dradius%3A3px%7D%2Ebtn%2Dblock%7Bdisplay%3Ablock%3Bwidth%3A100%25%7D%2Ebtn%2Dblock%2B%2Ebtn%2Dblock%7Bmargin%2Dtop%3A5px%7Dinput%5Btype%3Dbutton%5D%2Ebtn%2Dblock%2Cinput%5Btype%3Dreset%5D%2Ebtn%2Dblock%2Cinput%5Btype%3Dsubmit%5D%2Ebtn%2Dblock%7Bwidth%3A100%25%7D%2Efade%7Bopacity%3A0%3B%2Dwebkit%2Dtransition%3Aopacity%20%2E15s%20linear%3B%2Do%2Dtransition%3Aopacity%20%2E15s%20linear%3Btransition%3Aopacity%20%2E15s%20linear%7D%2Efade%2Ein%7Bopacity%3A1%7D%2Ecollapse%7Bdisplay%3Anone%7D%2Ecollapse%2Ein%7Bdisplay%3Ablock%7Dtr%2Ecollapse%2Ein%7Bdisplay%3Atable%2Drow%7Dtbody%2Ecollapse%2Ein%7Bdisplay%3Atable%2Drow%2Dgroup%7D%2Ecollapsing%7Bposition%3Arelative%3Bheight%3A0%3Boverflow%3Ahidden%3B%2Dwebkit%2Dtransition%2Dtiming%2Dfunction%3Aease%3B%2Do%2Dtransition%2Dtiming%2Dfunction%3Aease%3Btransition%2Dtiming%2Dfunction%3Aease%3B%2Dwebkit%2Dtransition%2Dduration%3A%2E35s%3B%2Do%2Dtransition%2Dduration%3A%2E35s%3Btransition%2Dduration%3A%2E35s%3B%2Dwebkit%2Dtransition%2Dproperty%3Aheight%2Cvisibility%3B%2Do%2Dtransition%2Dproperty%3Aheight%2Cvisibility%3Btransition%2Dproperty%3Aheight%2Cvisibility%7D%2Ecaret%7Bdisplay%3Ainline%2Dblock%3Bwidth%3A0%3Bheight%3A0%3Bmargin%2Dleft%3A2px%3Bvertical%2Dalign%3Amiddle%3Bborder%2Dtop%3A4px%20dashed%3Bborder%2Dtop%3A4px%20solid%5C9%3Bborder%2Dright%3A4px%20solid%20transparent%3Bborder%2Dleft%3A4px%20solid%20transparent%7D%2Edropdown%2C%2Edropup%7Bposition%3Arelative%7D%2Edropdown%2Dtoggle%3Afocus%7Boutline%3A0%7D%2Edropdown%2Dmenu%7Bposition%3Aabsolute%3Btop%3A100%25%3Bleft%3A0%3Bz%2Dindex%3A1000%3Bdisplay%3Anone%3Bfloat%3Aleft%3Bmin%2Dwidth%3A160px%3Bpadding%3A5px%200%3Bmargin%3A2px%200%200%3Bfont%2Dsize%3A14px%3Btext%2Dalign%3Aleft%3Blist%2Dstyle%3Anone%3Bbackground%2Dcolor%3A%23fff%3B%2Dwebkit%2Dbackground%2Dclip%3Apadding%2Dbox%3Bbackground%2Dclip%3Apadding%2Dbox%3Bborder%3A1px%20solid%20%23ccc%3Bborder%3A1px%20solid%20rgba%280%2C0%2C0%2C%2E15%29%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dbox%2Dshadow%3A0%206px%2012px%20rgba%280%2C0%2C0%2C%2E175%29%3Bbox%2Dshadow%3A0%206px%2012px%20rgba%280%2C0%2C0%2C%2E175%29%7D%2Edropdown%2Dmenu%2Epull%2Dright%7Bright%3A0%3Bleft%3Aauto%7D%2Edropdown%2Dmenu%20%2Edivider%7Bheight%3A1px%3Bmargin%3A9px%200%3Boverflow%3Ahidden%3Bbackground%2Dcolor%3A%23e5e5e5%7D%2Edropdown%2Dmenu%3Eli%3Ea%7Bdisplay%3Ablock%3Bpadding%3A3px%2020px%3Bclear%3Aboth%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23333%3Bwhite%2Dspace%3Anowrap%7D%2Edropdown%2Dmenu%3Eli%3Ea%3Afocus%2C%2Edropdown%2Dmenu%3Eli%3Ea%3Ahover%7Bcolor%3A%23262626%3Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23f5f5f5%7D%2Edropdown%2Dmenu%3E%2Eactive%3Ea%2C%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Afocus%2C%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Ahover%7Bcolor%3A%23fff%3Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23337ab7%3Boutline%3A0%7D%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%2C%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Afocus%2C%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23777%7D%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Afocus%2C%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Ahover%7Btext%2Ddecoration%3Anone%3Bcursor%3Anot%2Dallowed%3Bbackground%2Dcolor%3Atransparent%3Bbackground%2Dimage%3Anone%3Bfilter%3Aprogid%3ADXImageTransform%2EMicrosoft%2Egradient%28enabled%3Dfalse%29%7D%2Eopen%3E%2Edropdown%2Dmenu%7Bdisplay%3Ablock%7D%2Eopen%3Ea%7Boutline%3A0%7D%2Edropdown%2Dmenu%2Dright%7Bright%3A0%3Bleft%3Aauto%7D%2Edropdown%2Dmenu%2Dleft%7Bright%3Aauto%3Bleft%3A0%7D%2Edropdown%2Dheader%7Bdisplay%3Ablock%3Bpadding%3A3px%2020px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23777%3Bwhite%2Dspace%3Anowrap%7D%2Edropdown%2Dbackdrop%7Bposition%3Afixed%3Btop%3A0%3Bright%3A0%3Bbottom%3A0%3Bleft%3A0%3Bz%2Dindex%3A990%7D%2Epull%2Dright%3E%2Edropdown%2Dmenu%7Bright%3A0%3Bleft%3Aauto%7D%2Edropup%20%2Ecaret%2C%2Enavbar%2Dfixed%2Dbottom%20%2Edropdown%20%2Ecaret%7Bcontent%3A%22%22%3Bborder%2Dtop%3A0%3Bborder%2Dbottom%3A4px%20dashed%3Bborder%2Dbottom%3A4px%20solid%5C9%7D%2Edropup%20%2Edropdown%2Dmenu%2C%2Enavbar%2Dfixed%2Dbottom%20%2Edropdown%20%2Edropdown%2Dmenu%7Btop%3Aauto%3Bbottom%3A100%25%3Bmargin%2Dbottom%3A2px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dright%20%2Edropdown%2Dmenu%7Bright%3A0%3Bleft%3Aauto%7D%2Enavbar%2Dright%20%2Edropdown%2Dmenu%2Dleft%7Bright%3Aauto%3Bleft%3A0%7D%7D%2Ebtn%2Dgroup%2C%2Ebtn%2Dgroup%2Dvertical%7Bposition%3Arelative%3Bdisplay%3Ainline%2Dblock%3Bvertical%2Dalign%3Amiddle%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2C%2Ebtn%2Dgroup%3E%2Ebtn%7Bposition%3Arelative%3Bfloat%3Aleft%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Eactive%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Aactive%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Afocus%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Ahover%2C%2Ebtn%2Dgroup%3E%2Ebtn%2Eactive%2C%2Ebtn%2Dgroup%3E%2Ebtn%3Aactive%2C%2Ebtn%2Dgroup%3E%2Ebtn%3Afocus%2C%2Ebtn%2Dgroup%3E%2Ebtn%3Ahover%7Bz%2Dindex%3A2%7D%2Ebtn%2Dgroup%20%2Ebtn%2B%2Ebtn%2C%2Ebtn%2Dgroup%20%2Ebtn%2B%2Ebtn%2Dgroup%2C%2Ebtn%2Dgroup%20%2Ebtn%2Dgroup%2B%2Ebtn%2C%2Ebtn%2Dgroup%20%2Ebtn%2Dgroup%2B%2Ebtn%2Dgroup%7Bmargin%2Dleft%3A%2D1px%7D%2Ebtn%2Dtoolbar%7Bmargin%2Dleft%3A%2D5px%7D%2Ebtn%2Dtoolbar%20%2Ebtn%2C%2Ebtn%2Dtoolbar%20%2Ebtn%2Dgroup%2C%2Ebtn%2Dtoolbar%20%2Einput%2Dgroup%7Bfloat%3Aleft%7D%2Ebtn%2Dtoolbar%3E%2Ebtn%2C%2Ebtn%2Dtoolbar%3E%2Ebtn%2Dgroup%2C%2Ebtn%2Dtoolbar%3E%2Einput%2Dgroup%7Bmargin%2Dleft%3A5px%7D%2Ebtn%2Dgroup%3E%2Ebtn%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%3Anot%28%2Edropdown%2Dtoggle%29%7Bborder%2Dradius%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%3Afirst%2Dchild%7Bmargin%2Dleft%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%3Anot%28%2Edropdown%2Dtoggle%29%7Bborder%2Dtop%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dright%2Dradius%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%3Alast%2Dchild%3Anot%28%3Afirst%2Dchild%29%2C%2Ebtn%2Dgroup%3E%2Edropdown%2Dtoggle%3Anot%28%3Afirst%2Dchild%29%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%2Dgroup%7Bfloat%3Aleft%7D%2Ebtn%2Dgroup%3E%2Ebtn%2Dgroup%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%3E%2Ebtn%7Bborder%2Dradius%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%2Dgroup%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%3E%2Ebtn%3Alast%2Dchild%2C%2Ebtn%2Dgroup%3E%2Ebtn%2Dgroup%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%3E%2Edropdown%2Dtoggle%7Bborder%2Dtop%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dright%2Dradius%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%2Dgroup%3Alast%2Dchild%3Anot%28%3Afirst%2Dchild%29%3E%2Ebtn%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Ebtn%2Dgroup%20%2Edropdown%2Dtoggle%3Aactive%2C%2Ebtn%2Dgroup%2Eopen%20%2Edropdown%2Dtoggle%7Boutline%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%2B%2Edropdown%2Dtoggle%7Bpadding%2Dright%3A8px%3Bpadding%2Dleft%3A8px%7D%2Ebtn%2Dgroup%3E%2Ebtn%2Dlg%2B%2Edropdown%2Dtoggle%7Bpadding%2Dright%3A12px%3Bpadding%2Dleft%3A12px%7D%2Ebtn%2Dgroup%2Eopen%20%2Edropdown%2Dtoggle%7B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%203px%205px%20rgba%280%2C0%2C0%2C%2E125%29%3Bbox%2Dshadow%3Ainset%200%203px%205px%20rgba%280%2C0%2C0%2C%2E125%29%7D%2Ebtn%2Dgroup%2Eopen%20%2Edropdown%2Dtoggle%2Ebtn%2Dlink%7B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7D%2Ebtn%20%2Ecaret%7Bmargin%2Dleft%3A0%7D%2Ebtn%2Dlg%20%2Ecaret%7Bborder%2Dwidth%3A5px%205px%200%3Bborder%2Dbottom%2Dwidth%3A0%7D%2Edropup%20%2Ebtn%2Dlg%20%2Ecaret%7Bborder%2Dwidth%3A0%205px%205px%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3E%2Ebtn%7Bdisplay%3Ablock%3Bfloat%3Anone%3Bwidth%3A100%25%3Bmax%2Dwidth%3A100%25%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3E%2Ebtn%7Bfloat%3Anone%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2B%2Ebtn%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2B%2Ebtn%2Dgroup%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%2B%2Ebtn%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%2B%2Ebtn%2Dgroup%7Bmargin%2Dtop%3A%2D1px%3Bmargin%2Dleft%3A0%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%7Bborder%2Dradius%3A0%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%7Bborder%2Dtop%2Dright%2Dradius%3A4px%3Bborder%2Dbottom%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Alast%2Dchild%3Anot%28%3Afirst%2Dchild%29%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dtop%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A4px%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%3E%2Ebtn%7Bborder%2Dradius%3A0%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%3E%2Ebtn%3Alast%2Dchild%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%3E%2Edropdown%2Dtoggle%7Bborder%2Dbottom%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Alast%2Dchild%3Anot%28%3Afirst%2Dchild%29%3E%2Ebtn%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dtop%2Dright%2Dradius%3A0%7D%2Ebtn%2Dgroup%2Djustified%7Bdisplay%3Atable%3Bwidth%3A100%25%3Btable%2Dlayout%3Afixed%3Bborder%2Dcollapse%3Aseparate%7D%2Ebtn%2Dgroup%2Djustified%3E%2Ebtn%2C%2Ebtn%2Dgroup%2Djustified%3E%2Ebtn%2Dgroup%7Bdisplay%3Atable%2Dcell%3Bfloat%3Anone%3Bwidth%3A1%25%7D%2Ebtn%2Dgroup%2Djustified%3E%2Ebtn%2Dgroup%20%2Ebtn%7Bwidth%3A100%25%7D%2Ebtn%2Dgroup%2Djustified%3E%2Ebtn%2Dgroup%20%2Edropdown%2Dmenu%7Bleft%3Aauto%7D%5Bdata%2Dtoggle%3Dbuttons%5D%3E%2Ebtn%20input%5Btype%3Dcheckbox%5D%2C%5Bdata%2Dtoggle%3Dbuttons%5D%3E%2Ebtn%20input%5Btype%3Dradio%5D%2C%5Bdata%2Dtoggle%3Dbuttons%5D%3E%2Ebtn%2Dgroup%3E%2Ebtn%20input%5Btype%3Dcheckbox%5D%2C%5Bdata%2Dtoggle%3Dbuttons%5D%3E%2Ebtn%2Dgroup%3E%2Ebtn%20input%5Btype%3Dradio%5D%7Bposition%3Aabsolute%3Bclip%3Arect%280%2C0%2C0%2C0%29%3Bpointer%2Devents%3Anone%7D%2Einput%2Dgroup%7Bposition%3Arelative%3Bdisplay%3Atable%3Bborder%2Dcollapse%3Aseparate%7D%2Einput%2Dgroup%5Bclass%2A%3Dcol%2D%5D%7Bfloat%3Anone%3Bpadding%2Dright%3A0%3Bpadding%2Dleft%3A0%7D%2Einput%2Dgroup%20%2Eform%2Dcontrol%7Bposition%3Arelative%3Bz%2Dindex%3A2%3Bfloat%3Aleft%3Bwidth%3A100%25%3Bmargin%2Dbottom%3A0%7D%2Einput%2Dgroup%2Dlg%3E%2Eform%2Dcontrol%2C%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Daddon%2C%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3A46px%3Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%3Bborder%2Dradius%3A6px%7Dselect%2Einput%2Dgroup%2Dlg%3E%2Eform%2Dcontrol%2Cselect%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Daddon%2Cselect%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3A46px%3Bline%2Dheight%3A46px%7Dselect%5Bmultiple%5D%2Einput%2Dgroup%2Dlg%3E%2Eform%2Dcontrol%2Cselect%5Bmultiple%5D%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Daddon%2Cselect%5Bmultiple%5D%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%2Ctextarea%2Einput%2Dgroup%2Dlg%3E%2Eform%2Dcontrol%2Ctextarea%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Daddon%2Ctextarea%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3Aauto%7D%2Einput%2Dgroup%2Dsm%3E%2Eform%2Dcontrol%2C%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Daddon%2C%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3A30px%3Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%3Bborder%2Dradius%3A3px%7Dselect%2Einput%2Dgroup%2Dsm%3E%2Eform%2Dcontrol%2Cselect%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Daddon%2Cselect%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3A30px%3Bline%2Dheight%3A30px%7Dselect%5Bmultiple%5D%2Einput%2Dgroup%2Dsm%3E%2Eform%2Dcontrol%2Cselect%5Bmultiple%5D%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Daddon%2Cselect%5Bmultiple%5D%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%2Ctextarea%2Einput%2Dgroup%2Dsm%3E%2Eform%2Dcontrol%2Ctextarea%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Daddon%2Ctextarea%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3Aauto%7D%2Einput%2Dgroup%20%2Eform%2Dcontrol%2C%2Einput%2Dgroup%2Daddon%2C%2Einput%2Dgroup%2Dbtn%7Bdisplay%3Atable%2Dcell%7D%2Einput%2Dgroup%20%2Eform%2Dcontrol%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%2C%2Einput%2Dgroup%2Daddon%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%2C%2Einput%2Dgroup%2Dbtn%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%7Bborder%2Dradius%3A0%7D%2Einput%2Dgroup%2Daddon%2C%2Einput%2Dgroup%2Dbtn%7Bwidth%3A1%25%3Bwhite%2Dspace%3Anowrap%3Bvertical%2Dalign%3Amiddle%7D%2Einput%2Dgroup%2Daddon%7Bpadding%3A6px%2012px%3Bfont%2Dsize%3A14px%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%3Bcolor%3A%23555%3Btext%2Dalign%3Acenter%3Bbackground%2Dcolor%3A%23eee%3Bborder%3A1px%20solid%20%23ccc%3Bborder%2Dradius%3A4px%7D%2Einput%2Dgroup%2Daddon%2Einput%2Dsm%7Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bborder%2Dradius%3A3px%7D%2Einput%2Dgroup%2Daddon%2Einput%2Dlg%7Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bborder%2Dradius%3A6px%7D%2Einput%2Dgroup%2Daddon%20input%5Btype%3Dcheckbox%5D%2C%2Einput%2Dgroup%2Daddon%20input%5Btype%3Dradio%5D%7Bmargin%2Dtop%3A0%7D%2Einput%2Dgroup%20%2Eform%2Dcontrol%3Afirst%2Dchild%2C%2Einput%2Dgroup%2Daddon%3Afirst%2Dchild%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%2Dgroup%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Edropdown%2Dtoggle%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%2Dgroup%3Anot%28%3Alast%2Dchild%29%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%3Anot%28%3Alast%2Dchild%29%3Anot%28%2Edropdown%2Dtoggle%29%7Bborder%2Dtop%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dright%2Dradius%3A0%7D%2Einput%2Dgroup%2Daddon%3Afirst%2Dchild%7Bborder%2Dright%3A0%7D%2Einput%2Dgroup%20%2Eform%2Dcontrol%3Alast%2Dchild%2C%2Einput%2Dgroup%2Daddon%3Alast%2Dchild%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%2Dgroup%3Anot%28%3Afirst%2Dchild%29%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%3Anot%28%3Afirst%2Dchild%29%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%2Dgroup%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Edropdown%2Dtoggle%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Einput%2Dgroup%2Daddon%3Alast%2Dchild%7Bborder%2Dleft%3A0%7D%2Einput%2Dgroup%2Dbtn%7Bposition%3Arelative%3Bfont%2Dsize%3A0%3Bwhite%2Dspace%3Anowrap%7D%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bposition%3Arelative%7D%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%2B%2Ebtn%7Bmargin%2Dleft%3A%2D1px%7D%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%3Aactive%2C%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%3Afocus%2C%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%3Ahover%7Bz%2Dindex%3A2%7D%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%2Dgroup%7Bmargin%2Dright%3A%2D1px%7D%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%2Dgroup%7Bz%2Dindex%3A2%3Bmargin%2Dleft%3A%2D1px%7D%2Enav%7Bpadding%2Dleft%3A0%3Bmargin%2Dbottom%3A0%3Blist%2Dstyle%3Anone%7D%2Enav%3Eli%7Bposition%3Arelative%3Bdisplay%3Ablock%7D%2Enav%3Eli%3Ea%7Bposition%3Arelative%3Bdisplay%3Ablock%3Bpadding%3A10px%2015px%7D%2Enav%3Eli%3Ea%3Afocus%2C%2Enav%3Eli%3Ea%3Ahover%7Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23eee%7D%2Enav%3Eli%2Edisabled%3Ea%7Bcolor%3A%23777%7D%2Enav%3Eli%2Edisabled%3Ea%3Afocus%2C%2Enav%3Eli%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23777%3Btext%2Ddecoration%3Anone%3Bcursor%3Anot%2Dallowed%3Bbackground%2Dcolor%3Atransparent%7D%2Enav%20%2Eopen%3Ea%2C%2Enav%20%2Eopen%3Ea%3Afocus%2C%2Enav%20%2Eopen%3Ea%3Ahover%7Bbackground%2Dcolor%3A%23eee%3Bborder%2Dcolor%3A%23337ab7%7D%2Enav%20%2Enav%2Ddivider%7Bheight%3A1px%3Bmargin%3A9px%200%3Boverflow%3Ahidden%3Bbackground%2Dcolor%3A%23e5e5e5%7D%2Enav%3Eli%3Ea%3Eimg%7Bmax%2Dwidth%3Anone%7D%2Enav%2Dtabs%7Bborder%2Dbottom%3A1px%20solid%20%23ddd%7D%2Enav%2Dtabs%3Eli%7Bfloat%3Aleft%3Bmargin%2Dbottom%3A%2D1px%7D%2Enav%2Dtabs%3Eli%3Ea%7Bmargin%2Dright%3A2px%3Bline%2Dheight%3A1%2E42857143%3Bborder%3A1px%20solid%20transparent%3Bborder%2Dradius%3A4px%204px%200%200%7D%2Enav%2Dtabs%3Eli%3Ea%3Ahover%7Bborder%2Dcolor%3A%23eee%20%23eee%20%23ddd%7D%2Enav%2Dtabs%3Eli%2Eactive%3Ea%2C%2Enav%2Dtabs%3Eli%2Eactive%3Ea%3Afocus%2C%2Enav%2Dtabs%3Eli%2Eactive%3Ea%3Ahover%7Bcolor%3A%23555%3Bcursor%3Adefault%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%3Bborder%2Dbottom%2Dcolor%3Atransparent%7D%2Enav%2Dtabs%2Enav%2Djustified%7Bwidth%3A100%25%3Bborder%2Dbottom%3A0%7D%2Enav%2Dtabs%2Enav%2Djustified%3Eli%7Bfloat%3Anone%7D%2Enav%2Dtabs%2Enav%2Djustified%3Eli%3Ea%7Bmargin%2Dbottom%3A5px%3Btext%2Dalign%3Acenter%7D%2Enav%2Dtabs%2Enav%2Djustified%3E%2Edropdown%20%2Edropdown%2Dmenu%7Btop%3Aauto%3Bleft%3Aauto%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enav%2Dtabs%2Enav%2Djustified%3Eli%7Bdisplay%3Atable%2Dcell%3Bwidth%3A1%25%7D%2Enav%2Dtabs%2Enav%2Djustified%3Eli%3Ea%7Bmargin%2Dbottom%3A0%7D%7D%2Enav%2Dtabs%2Enav%2Djustified%3Eli%3Ea%7Bmargin%2Dright%3A0%3Bborder%2Dradius%3A4px%7D%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%2C%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%3Afocus%2C%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%3Ahover%7Bborder%3A1px%20solid%20%23ddd%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enav%2Dtabs%2Enav%2Djustified%3Eli%3Ea%7Bborder%2Dbottom%3A1px%20solid%20%23ddd%3Bborder%2Dradius%3A4px%204px%200%200%7D%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%2C%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%3Afocus%2C%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%3Ahover%7Bborder%2Dbottom%2Dcolor%3A%23fff%7D%7D%2Enav%2Dpills%3Eli%7Bfloat%3Aleft%7D%2Enav%2Dpills%3Eli%3Ea%7Bborder%2Dradius%3A4px%7D%2Enav%2Dpills%3Eli%2Bli%7Bmargin%2Dleft%3A2px%7D%2Enav%2Dpills%3Eli%2Eactive%3Ea%2C%2Enav%2Dpills%3Eli%2Eactive%3Ea%3Afocus%2C%2Enav%2Dpills%3Eli%2Eactive%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23337ab7%7D%2Enav%2Dstacked%3Eli%7Bfloat%3Anone%7D%2Enav%2Dstacked%3Eli%2Bli%7Bmargin%2Dtop%3A2px%3Bmargin%2Dleft%3A0%7D%2Enav%2Djustified%7Bwidth%3A100%25%7D%2Enav%2Djustified%3Eli%7Bfloat%3Anone%7D%2Enav%2Djustified%3Eli%3Ea%7Bmargin%2Dbottom%3A5px%3Btext%2Dalign%3Acenter%7D%2Enav%2Djustified%3E%2Edropdown%20%2Edropdown%2Dmenu%7Btop%3Aauto%3Bleft%3Aauto%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enav%2Djustified%3Eli%7Bdisplay%3Atable%2Dcell%3Bwidth%3A1%25%7D%2Enav%2Djustified%3Eli%3Ea%7Bmargin%2Dbottom%3A0%7D%7D%2Enav%2Dtabs%2Djustified%7Bborder%2Dbottom%3A0%7D%2Enav%2Dtabs%2Djustified%3Eli%3Ea%7Bmargin%2Dright%3A0%3Bborder%2Dradius%3A4px%7D%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%2C%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%3Afocus%2C%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%3Ahover%7Bborder%3A1px%20solid%20%23ddd%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enav%2Dtabs%2Djustified%3Eli%3Ea%7Bborder%2Dbottom%3A1px%20solid%20%23ddd%3Bborder%2Dradius%3A4px%204px%200%200%7D%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%2C%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%3Afocus%2C%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%3Ahover%7Bborder%2Dbottom%2Dcolor%3A%23fff%7D%7D%2Etab%2Dcontent%3E%2Etab%2Dpane%7Bdisplay%3Anone%7D%2Etab%2Dcontent%3E%2Eactive%7Bdisplay%3Ablock%7D%2Enav%2Dtabs%20%2Edropdown%2Dmenu%7Bmargin%2Dtop%3A%2D1px%3Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dtop%2Dright%2Dradius%3A0%7D%2Enavbar%7Bposition%3Arelative%3Bmin%2Dheight%3A50px%3Bmargin%2Dbottom%3A20px%3Bborder%3A1px%20solid%20transparent%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%7Bborder%2Dradius%3A4px%7D%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dheader%7Bfloat%3Aleft%7D%7D%2Enavbar%2Dcollapse%7Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A15px%3Boverflow%2Dx%3Avisible%3B%2Dwebkit%2Doverflow%2Dscrolling%3Atouch%3Bborder%2Dtop%3A1px%20solid%20transparent%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%3Bbox%2Dshadow%3Ainset%200%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%7D%2Enavbar%2Dcollapse%2Ein%7Boverflow%2Dy%3Aauto%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dcollapse%7Bwidth%3Aauto%3Bborder%2Dtop%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7D%2Enavbar%2Dcollapse%2Ecollapse%7Bdisplay%3Ablock%21important%3Bheight%3Aauto%21important%3Bpadding%2Dbottom%3A0%3Boverflow%3Avisible%21important%7D%2Enavbar%2Dcollapse%2Ein%7Boverflow%2Dy%3Avisible%7D%2Enavbar%2Dfixed%2Dbottom%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Dfixed%2Dtop%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Dstatic%2Dtop%20%2Enavbar%2Dcollapse%7Bpadding%2Dright%3A0%3Bpadding%2Dleft%3A0%7D%7D%2Enavbar%2Dfixed%2Dbottom%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Dfixed%2Dtop%20%2Enavbar%2Dcollapse%7Bmax%2Dheight%3A340px%7D%40media%20%28max%2Ddevice%2Dwidth%3A480px%29%20and%20%28orientation%3Alandscape%29%7B%2Enavbar%2Dfixed%2Dbottom%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Dfixed%2Dtop%20%2Enavbar%2Dcollapse%7Bmax%2Dheight%3A200px%7D%7D%2Econtainer%2Dfluid%3E%2Enavbar%2Dcollapse%2C%2Econtainer%2Dfluid%3E%2Enavbar%2Dheader%2C%2Econtainer%3E%2Enavbar%2Dcollapse%2C%2Econtainer%3E%2Enavbar%2Dheader%7Bmargin%2Dright%3A%2D15px%3Bmargin%2Dleft%3A%2D15px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Econtainer%2Dfluid%3E%2Enavbar%2Dcollapse%2C%2Econtainer%2Dfluid%3E%2Enavbar%2Dheader%2C%2Econtainer%3E%2Enavbar%2Dcollapse%2C%2Econtainer%3E%2Enavbar%2Dheader%7Bmargin%2Dright%3A0%3Bmargin%2Dleft%3A0%7D%7D%2Enavbar%2Dstatic%2Dtop%7Bz%2Dindex%3A1000%3Bborder%2Dwidth%3A0%200%201px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dstatic%2Dtop%7Bborder%2Dradius%3A0%7D%7D%2Enavbar%2Dfixed%2Dbottom%2C%2Enavbar%2Dfixed%2Dtop%7Bposition%3Afixed%3Bright%3A0%3Bleft%3A0%3Bz%2Dindex%3A1030%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dfixed%2Dbottom%2C%2Enavbar%2Dfixed%2Dtop%7Bborder%2Dradius%3A0%7D%7D%2Enavbar%2Dfixed%2Dtop%7Btop%3A0%3Bborder%2Dwidth%3A0%200%201px%7D%2Enavbar%2Dfixed%2Dbottom%7Bbottom%3A0%3Bmargin%2Dbottom%3A0%3Bborder%2Dwidth%3A1px%200%200%7D%2Enavbar%2Dbrand%7Bfloat%3Aleft%3Bheight%3A50px%3Bpadding%3A15px%2015px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A20px%7D%2Enavbar%2Dbrand%3Afocus%2C%2Enavbar%2Dbrand%3Ahover%7Btext%2Ddecoration%3Anone%7D%2Enavbar%2Dbrand%3Eimg%7Bdisplay%3Ablock%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%3E%2Econtainer%20%2Enavbar%2Dbrand%2C%2Enavbar%3E%2Econtainer%2Dfluid%20%2Enavbar%2Dbrand%7Bmargin%2Dleft%3A%2D15px%7D%7D%2Enavbar%2Dtoggle%7Bposition%3Arelative%3Bfloat%3Aright%3Bpadding%3A9px%2010px%3Bmargin%2Dtop%3A8px%3Bmargin%2Dright%3A15px%3Bmargin%2Dbottom%3A8px%3Bbackground%2Dcolor%3Atransparent%3Bbackground%2Dimage%3Anone%3Bborder%3A1px%20solid%20transparent%3Bborder%2Dradius%3A4px%7D%2Enavbar%2Dtoggle%3Afocus%7Boutline%3A0%7D%2Enavbar%2Dtoggle%20%2Eicon%2Dbar%7Bdisplay%3Ablock%3Bwidth%3A22px%3Bheight%3A2px%3Bborder%2Dradius%3A1px%7D%2Enavbar%2Dtoggle%20%2Eicon%2Dbar%2B%2Eicon%2Dbar%7Bmargin%2Dtop%3A4px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dtoggle%7Bdisplay%3Anone%7D%7D%2Enavbar%2Dnav%7Bmargin%3A7%2E5px%20%2D15px%7D%2Enavbar%2Dnav%3Eli%3Ea%7Bpadding%2Dtop%3A10px%3Bpadding%2Dbottom%3A10px%3Bline%2Dheight%3A20px%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%7Bposition%3Astatic%3Bfloat%3Anone%3Bwidth%3Aauto%3Bmargin%2Dtop%3A0%3Bbackground%2Dcolor%3Atransparent%3Bborder%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7D%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%20%2Edropdown%2Dheader%2C%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%7Bpadding%3A5px%2015px%205px%2025px%7D%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%7Bline%2Dheight%3A20px%7D%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Afocus%2C%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Ahover%7Bbackground%2Dimage%3Anone%7D%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dnav%7Bfloat%3Aleft%3Bmargin%3A0%7D%2Enavbar%2Dnav%3Eli%7Bfloat%3Aleft%7D%2Enavbar%2Dnav%3Eli%3Ea%7Bpadding%2Dtop%3A15px%3Bpadding%2Dbottom%3A15px%7D%7D%2Enavbar%2Dform%7Bpadding%3A10px%2015px%3Bmargin%2Dtop%3A8px%3Bmargin%2Dright%3A%2D15px%3Bmargin%2Dbottom%3A8px%3Bmargin%2Dleft%3A%2D15px%3Bborder%2Dtop%3A1px%20solid%20transparent%3Bborder%2Dbottom%3A1px%20solid%20transparent%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%2C0%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%3Bbox%2Dshadow%3Ainset%200%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%2C0%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dform%20%2Eform%2Dgroup%7Bdisplay%3Ainline%2Dblock%3Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Enavbar%2Dform%20%2Eform%2Dcontrol%7Bdisplay%3Ainline%2Dblock%3Bwidth%3Aauto%3Bvertical%2Dalign%3Amiddle%7D%2Enavbar%2Dform%20%2Eform%2Dcontrol%2Dstatic%7Bdisplay%3Ainline%2Dblock%7D%2Enavbar%2Dform%20%2Einput%2Dgroup%7Bdisplay%3Ainline%2Dtable%3Bvertical%2Dalign%3Amiddle%7D%2Enavbar%2Dform%20%2Einput%2Dgroup%20%2Eform%2Dcontrol%2C%2Enavbar%2Dform%20%2Einput%2Dgroup%20%2Einput%2Dgroup%2Daddon%2C%2Enavbar%2Dform%20%2Einput%2Dgroup%20%2Einput%2Dgroup%2Dbtn%7Bwidth%3Aauto%7D%2Enavbar%2Dform%20%2Einput%2Dgroup%3E%2Eform%2Dcontrol%7Bwidth%3A100%25%7D%2Enavbar%2Dform%20%2Econtrol%2Dlabel%7Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Enavbar%2Dform%20%2Echeckbox%2C%2Enavbar%2Dform%20%2Eradio%7Bdisplay%3Ainline%2Dblock%3Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Enavbar%2Dform%20%2Echeckbox%20label%2C%2Enavbar%2Dform%20%2Eradio%20label%7Bpadding%2Dleft%3A0%7D%2Enavbar%2Dform%20%2Echeckbox%20input%5Btype%3Dcheckbox%5D%2C%2Enavbar%2Dform%20%2Eradio%20input%5Btype%3Dradio%5D%7Bposition%3Arelative%3Bmargin%2Dleft%3A0%7D%2Enavbar%2Dform%20%2Ehas%2Dfeedback%20%2Eform%2Dcontrol%2Dfeedback%7Btop%3A0%7D%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Enavbar%2Dform%20%2Eform%2Dgroup%7Bmargin%2Dbottom%3A5px%7D%2Enavbar%2Dform%20%2Eform%2Dgroup%3Alast%2Dchild%7Bmargin%2Dbottom%3A0%7D%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dform%7Bwidth%3Aauto%3Bpadding%2Dtop%3A0%3Bpadding%2Dbottom%3A0%3Bmargin%2Dright%3A0%3Bmargin%2Dleft%3A0%3Bborder%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7D%7D%2Enavbar%2Dnav%3Eli%3E%2Edropdown%2Dmenu%7Bmargin%2Dtop%3A0%3Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dtop%2Dright%2Dradius%3A0%7D%2Enavbar%2Dfixed%2Dbottom%20%2Enavbar%2Dnav%3Eli%3E%2Edropdown%2Dmenu%7Bmargin%2Dbottom%3A0%3Bborder%2Dtop%2Dleft%2Dradius%3A4px%3Bborder%2Dtop%2Dright%2Dradius%3A4px%3Bborder%2Dbottom%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Enavbar%2Dbtn%7Bmargin%2Dtop%3A8px%3Bmargin%2Dbottom%3A8px%7D%2Enavbar%2Dbtn%2Ebtn%2Dsm%7Bmargin%2Dtop%3A10px%3Bmargin%2Dbottom%3A10px%7D%2Enavbar%2Dbtn%2Ebtn%2Dxs%7Bmargin%2Dtop%3A14px%3Bmargin%2Dbottom%3A14px%7D%2Enavbar%2Dtext%7Bmargin%2Dtop%3A15px%3Bmargin%2Dbottom%3A15px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dtext%7Bfloat%3Aleft%3Bmargin%2Dright%3A15px%3Bmargin%2Dleft%3A15px%7D%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dleft%7Bfloat%3Aleft%21important%7D%2Enavbar%2Dright%7Bfloat%3Aright%21important%3Bmargin%2Dright%3A%2D15px%7D%2Enavbar%2Dright%7E%2Enavbar%2Dright%7Bmargin%2Dright%3A0%7D%7D%2Enavbar%2Ddefault%7Bbackground%2Dcolor%3A%23f8f8f8%3Bborder%2Dcolor%3A%23e7e7e7%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dbrand%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dbrand%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dbrand%3Ahover%7Bcolor%3A%235e5e5e%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dtext%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3Eli%3Ea%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3Eli%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3Eli%3Ea%3Ahover%7Bcolor%3A%23333%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%3Ahover%7Bcolor%3A%23555%3Bbackground%2Dcolor%3A%23e7e7e7%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23ccc%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dtoggle%7Bborder%2Dcolor%3A%23ddd%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dtoggle%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dtoggle%3Ahover%7Bbackground%2Dcolor%3A%23ddd%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dtoggle%20%2Eicon%2Dbar%7Bbackground%2Dcolor%3A%23888%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dform%7Bborder%2Dcolor%3A%23e7e7e7%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%3Ahover%7Bcolor%3A%23555%3Bbackground%2Dcolor%3A%23e7e7e7%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Ahover%7Bcolor%3A%23333%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Ahover%7Bcolor%3A%23555%3Bbackground%2Dcolor%3A%23e7e7e7%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23ccc%3Bbackground%2Dcolor%3Atransparent%7D%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dlink%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dlink%3Ahover%7Bcolor%3A%23333%7D%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%3Afocus%2C%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%23333%7D%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%5Bdisabled%5D%3Afocus%2C%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%23ccc%7D%2Enavbar%2Dinverse%7Bbackground%2Dcolor%3A%23222%3Bborder%2Dcolor%3A%23080808%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dbrand%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dbrand%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dbrand%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dtext%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3Eli%3Ea%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3Eli%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3Eli%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23080808%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23444%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dtoggle%7Bborder%2Dcolor%3A%23333%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dtoggle%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dtoggle%3Ahover%7Bbackground%2Dcolor%3A%23333%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dtoggle%20%2Eicon%2Dbar%7Bbackground%2Dcolor%3A%23fff%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dform%7Bborder%2Dcolor%3A%23101010%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23080808%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edropdown%2Dheader%7Bborder%2Dcolor%3A%23080808%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%20%2Edivider%7Bbackground%2Dcolor%3A%23080808%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23080808%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23444%3Bbackground%2Dcolor%3Atransparent%7D%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dlink%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dlink%3Ahover%7Bcolor%3A%23fff%7D%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%3Afocus%2C%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%23fff%7D%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%5Bdisabled%5D%3Afocus%2C%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%23444%7D%2Ebreadcrumb%7Bpadding%3A8px%2015px%3Bmargin%2Dbottom%3A20px%3Blist%2Dstyle%3Anone%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%2Dradius%3A4px%7D%2Ebreadcrumb%3Eli%7Bdisplay%3Ainline%2Dblock%7D%2Ebreadcrumb%3Eli%2Bli%3Abefore%7Bpadding%3A0%205px%3Bcolor%3A%23ccc%3Bcontent%3A%22%2F%5C00a0%22%7D%2Ebreadcrumb%3E%2Eactive%7Bcolor%3A%23777%7D%2Epagination%7Bdisplay%3Ainline%2Dblock%3Bpadding%2Dleft%3A0%3Bmargin%3A20px%200%3Bborder%2Dradius%3A4px%7D%2Epagination%3Eli%7Bdisplay%3Ainline%7D%2Epagination%3Eli%3Ea%2C%2Epagination%3Eli%3Espan%7Bposition%3Arelative%3Bfloat%3Aleft%3Bpadding%3A6px%2012px%3Bmargin%2Dleft%3A%2D1px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23337ab7%3Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%7D%2Epagination%3Eli%3Afirst%2Dchild%3Ea%2C%2Epagination%3Eli%3Afirst%2Dchild%3Espan%7Bmargin%2Dleft%3A0%3Bborder%2Dtop%2Dleft%2Dradius%3A4px%3Bborder%2Dbottom%2Dleft%2Dradius%3A4px%7D%2Epagination%3Eli%3Alast%2Dchild%3Ea%2C%2Epagination%3Eli%3Alast%2Dchild%3Espan%7Bborder%2Dtop%2Dright%2Dradius%3A4px%3Bborder%2Dbottom%2Dright%2Dradius%3A4px%7D%2Epagination%3Eli%3Ea%3Afocus%2C%2Epagination%3Eli%3Ea%3Ahover%2C%2Epagination%3Eli%3Espan%3Afocus%2C%2Epagination%3Eli%3Espan%3Ahover%7Bz%2Dindex%3A3%3Bcolor%3A%2323527c%3Bbackground%2Dcolor%3A%23eee%3Bborder%2Dcolor%3A%23ddd%7D%2Epagination%3E%2Eactive%3Ea%2C%2Epagination%3E%2Eactive%3Ea%3Afocus%2C%2Epagination%3E%2Eactive%3Ea%3Ahover%2C%2Epagination%3E%2Eactive%3Espan%2C%2Epagination%3E%2Eactive%3Espan%3Afocus%2C%2Epagination%3E%2Eactive%3Espan%3Ahover%7Bz%2Dindex%3A2%3Bcolor%3A%23fff%3Bcursor%3Adefault%3Bbackground%2Dcolor%3A%23337ab7%3Bborder%2Dcolor%3A%23337ab7%7D%2Epagination%3E%2Edisabled%3Ea%2C%2Epagination%3E%2Edisabled%3Ea%3Afocus%2C%2Epagination%3E%2Edisabled%3Ea%3Ahover%2C%2Epagination%3E%2Edisabled%3Espan%2C%2Epagination%3E%2Edisabled%3Espan%3Afocus%2C%2Epagination%3E%2Edisabled%3Espan%3Ahover%7Bcolor%3A%23777%3Bcursor%3Anot%2Dallowed%3Bbackground%2Dcolor%3A%23fff%3Bborder%2Dcolor%3A%23ddd%7D%2Epagination%2Dlg%3Eli%3Ea%2C%2Epagination%2Dlg%3Eli%3Espan%7Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%7D%2Epagination%2Dlg%3Eli%3Afirst%2Dchild%3Ea%2C%2Epagination%2Dlg%3Eli%3Afirst%2Dchild%3Espan%7Bborder%2Dtop%2Dleft%2Dradius%3A6px%3Bborder%2Dbottom%2Dleft%2Dradius%3A6px%7D%2Epagination%2Dlg%3Eli%3Alast%2Dchild%3Ea%2C%2Epagination%2Dlg%3Eli%3Alast%2Dchild%3Espan%7Bborder%2Dtop%2Dright%2Dradius%3A6px%3Bborder%2Dbottom%2Dright%2Dradius%3A6px%7D%2Epagination%2Dsm%3Eli%3Ea%2C%2Epagination%2Dsm%3Eli%3Espan%7Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%7D%2Epagination%2Dsm%3Eli%3Afirst%2Dchild%3Ea%2C%2Epagination%2Dsm%3Eli%3Afirst%2Dchild%3Espan%7Bborder%2Dtop%2Dleft%2Dradius%3A3px%3Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epagination%2Dsm%3Eli%3Alast%2Dchild%3Ea%2C%2Epagination%2Dsm%3Eli%3Alast%2Dchild%3Espan%7Bborder%2Dtop%2Dright%2Dradius%3A3px%3Bborder%2Dbottom%2Dright%2Dradius%3A3px%7D%2Epager%7Bpadding%2Dleft%3A0%3Bmargin%3A20px%200%3Btext%2Dalign%3Acenter%3Blist%2Dstyle%3Anone%7D%2Epager%20li%7Bdisplay%3Ainline%7D%2Epager%20li%3Ea%2C%2Epager%20li%3Espan%7Bdisplay%3Ainline%2Dblock%3Bpadding%3A5px%2014px%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%3Bborder%2Dradius%3A15px%7D%2Epager%20li%3Ea%3Afocus%2C%2Epager%20li%3Ea%3Ahover%7Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23eee%7D%2Epager%20%2Enext%3Ea%2C%2Epager%20%2Enext%3Espan%7Bfloat%3Aright%7D%2Epager%20%2Eprevious%3Ea%2C%2Epager%20%2Eprevious%3Espan%7Bfloat%3Aleft%7D%2Epager%20%2Edisabled%3Ea%2C%2Epager%20%2Edisabled%3Ea%3Afocus%2C%2Epager%20%2Edisabled%3Ea%3Ahover%2C%2Epager%20%2Edisabled%3Espan%7Bcolor%3A%23777%3Bcursor%3Anot%2Dallowed%3Bbackground%2Dcolor%3A%23fff%7D%2Elabel%7Bdisplay%3Ainline%3Bpadding%3A%2E2em%20%2E6em%20%2E3em%3Bfont%2Dsize%3A75%25%3Bfont%2Dweight%3A700%3Bline%2Dheight%3A1%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Bwhite%2Dspace%3Anowrap%3Bvertical%2Dalign%3Abaseline%3Bborder%2Dradius%3A%2E25em%7Da%2Elabel%3Afocus%2Ca%2Elabel%3Ahover%7Bcolor%3A%23fff%3Btext%2Ddecoration%3Anone%3Bcursor%3Apointer%7D%2Elabel%3Aempty%7Bdisplay%3Anone%7D%2Ebtn%20%2Elabel%7Bposition%3Arelative%3Btop%3A%2D1px%7D%2Elabel%2Ddefault%7Bbackground%2Dcolor%3A%23777%7D%2Elabel%2Ddefault%5Bhref%5D%3Afocus%2C%2Elabel%2Ddefault%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%235e5e5e%7D%2Elabel%2Dprimary%7Bbackground%2Dcolor%3A%23337ab7%7D%2Elabel%2Dprimary%5Bhref%5D%3Afocus%2C%2Elabel%2Dprimary%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%23286090%7D%2Elabel%2Dsuccess%7Bbackground%2Dcolor%3A%235cb85c%7D%2Elabel%2Dsuccess%5Bhref%5D%3Afocus%2C%2Elabel%2Dsuccess%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%23449d44%7D%2Elabel%2Dinfo%7Bbackground%2Dcolor%3A%235bc0de%7D%2Elabel%2Dinfo%5Bhref%5D%3Afocus%2C%2Elabel%2Dinfo%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%2331b0d5%7D%2Elabel%2Dwarning%7Bbackground%2Dcolor%3A%23f0ad4e%7D%2Elabel%2Dwarning%5Bhref%5D%3Afocus%2C%2Elabel%2Dwarning%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%23ec971f%7D%2Elabel%2Ddanger%7Bbackground%2Dcolor%3A%23d9534f%7D%2Elabel%2Ddanger%5Bhref%5D%3Afocus%2C%2Elabel%2Ddanger%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%23c9302c%7D%2Ebadge%7Bdisplay%3Ainline%2Dblock%3Bmin%2Dwidth%3A10px%3Bpadding%3A3px%207px%3Bfont%2Dsize%3A12px%3Bfont%2Dweight%3A700%3Bline%2Dheight%3A1%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Bwhite%2Dspace%3Anowrap%3Bvertical%2Dalign%3Amiddle%3Bbackground%2Dcolor%3A%23777%3Bborder%2Dradius%3A10px%7D%2Ebadge%3Aempty%7Bdisplay%3Anone%7D%2Ebtn%20%2Ebadge%7Bposition%3Arelative%3Btop%3A%2D1px%7D%2Ebtn%2Dgroup%2Dxs%3E%2Ebtn%20%2Ebadge%2C%2Ebtn%2Dxs%20%2Ebadge%7Btop%3A0%3Bpadding%3A1px%205px%7Da%2Ebadge%3Afocus%2Ca%2Ebadge%3Ahover%7Bcolor%3A%23fff%3Btext%2Ddecoration%3Anone%3Bcursor%3Apointer%7D%2Elist%2Dgroup%2Ditem%2Eactive%3E%2Ebadge%2C%2Enav%2Dpills%3E%2Eactive%3Ea%3E%2Ebadge%7Bcolor%3A%23337ab7%3Bbackground%2Dcolor%3A%23fff%7D%2Elist%2Dgroup%2Ditem%3E%2Ebadge%7Bfloat%3Aright%7D%2Elist%2Dgroup%2Ditem%3E%2Ebadge%2B%2Ebadge%7Bmargin%2Dright%3A5px%7D%2Enav%2Dpills%3Eli%3Ea%3E%2Ebadge%7Bmargin%2Dleft%3A3px%7D%2Ejumbotron%7Bpadding%2Dtop%3A30px%3Bpadding%2Dbottom%3A30px%3Bmargin%2Dbottom%3A30px%3Bcolor%3Ainherit%3Bbackground%2Dcolor%3A%23eee%7D%2Ejumbotron%20%2Eh1%2C%2Ejumbotron%20h1%7Bcolor%3Ainherit%7D%2Ejumbotron%20p%7Bmargin%2Dbottom%3A15px%3Bfont%2Dsize%3A21px%3Bfont%2Dweight%3A200%7D%2Ejumbotron%3Ehr%7Bborder%2Dtop%2Dcolor%3A%23d5d5d5%7D%2Econtainer%20%2Ejumbotron%2C%2Econtainer%2Dfluid%20%2Ejumbotron%7Bborder%2Dradius%3A6px%7D%2Ejumbotron%20%2Econtainer%7Bmax%2Dwidth%3A100%25%7D%40media%20screen%20and%20%28min%2Dwidth%3A768px%29%7B%2Ejumbotron%7Bpadding%2Dtop%3A48px%3Bpadding%2Dbottom%3A48px%7D%2Econtainer%20%2Ejumbotron%2C%2Econtainer%2Dfluid%20%2Ejumbotron%7Bpadding%2Dright%3A60px%3Bpadding%2Dleft%3A60px%7D%2Ejumbotron%20%2Eh1%2C%2Ejumbotron%20h1%7Bfont%2Dsize%3A63px%7D%7D%2Ethumbnail%7Bdisplay%3Ablock%3Bpadding%3A4px%3Bmargin%2Dbottom%3A20px%3Bline%2Dheight%3A1%2E42857143%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dtransition%3Aborder%20%2E2s%20ease%2Din%2Dout%3B%2Do%2Dtransition%3Aborder%20%2E2s%20ease%2Din%2Dout%3Btransition%3Aborder%20%2E2s%20ease%2Din%2Dout%7D%2Ethumbnail%20a%3Eimg%2C%2Ethumbnail%3Eimg%7Bmargin%2Dright%3Aauto%3Bmargin%2Dleft%3Aauto%7Da%2Ethumbnail%2Eactive%2Ca%2Ethumbnail%3Afocus%2Ca%2Ethumbnail%3Ahover%7Bborder%2Dcolor%3A%23337ab7%7D%2Ethumbnail%20%2Ecaption%7Bpadding%3A9px%3Bcolor%3A%23333%7D%2Ealert%7Bpadding%3A15px%3Bmargin%2Dbottom%3A20px%3Bborder%3A1px%20solid%20transparent%3Bborder%2Dradius%3A4px%7D%2Ealert%20h4%7Bmargin%2Dtop%3A0%3Bcolor%3Ainherit%7D%2Ealert%20%2Ealert%2Dlink%7Bfont%2Dweight%3A700%7D%2Ealert%3Ep%2C%2Ealert%3Eul%7Bmargin%2Dbottom%3A0%7D%2Ealert%3Ep%2Bp%7Bmargin%2Dtop%3A5px%7D%2Ealert%2Ddismissable%2C%2Ealert%2Ddismissible%7Bpadding%2Dright%3A35px%7D%2Ealert%2Ddismissable%20%2Eclose%2C%2Ealert%2Ddismissible%20%2Eclose%7Bposition%3Arelative%3Btop%3A%2D2px%3Bright%3A%2D21px%3Bcolor%3Ainherit%7D%2Ealert%2Dsuccess%7Bcolor%3A%233c763d%3Bbackground%2Dcolor%3A%23dff0d8%3Bborder%2Dcolor%3A%23d6e9c6%7D%2Ealert%2Dsuccess%20hr%7Bborder%2Dtop%2Dcolor%3A%23c9e2b3%7D%2Ealert%2Dsuccess%20%2Ealert%2Dlink%7Bcolor%3A%232b542c%7D%2Ealert%2Dinfo%7Bcolor%3A%2331708f%3Bbackground%2Dcolor%3A%23d9edf7%3Bborder%2Dcolor%3A%23bce8f1%7D%2Ealert%2Dinfo%20hr%7Bborder%2Dtop%2Dcolor%3A%23a6e1ec%7D%2Ealert%2Dinfo%20%2Ealert%2Dlink%7Bcolor%3A%23245269%7D%2Ealert%2Dwarning%7Bcolor%3A%238a6d3b%3Bbackground%2Dcolor%3A%23fcf8e3%3Bborder%2Dcolor%3A%23faebcc%7D%2Ealert%2Dwarning%20hr%7Bborder%2Dtop%2Dcolor%3A%23f7e1b5%7D%2Ealert%2Dwarning%20%2Ealert%2Dlink%7Bcolor%3A%2366512c%7D%2Ealert%2Ddanger%7Bcolor%3A%23a94442%3Bbackground%2Dcolor%3A%23f2dede%3Bborder%2Dcolor%3A%23ebccd1%7D%2Ealert%2Ddanger%20hr%7Bborder%2Dtop%2Dcolor%3A%23e4b9c0%7D%2Ealert%2Ddanger%20%2Ealert%2Dlink%7Bcolor%3A%23843534%7D%40%2Dwebkit%2Dkeyframes%20progress%2Dbar%2Dstripes%7Bfrom%7Bbackground%2Dposition%3A40px%200%7Dto%7Bbackground%2Dposition%3A0%200%7D%7D%40%2Do%2Dkeyframes%20progress%2Dbar%2Dstripes%7Bfrom%7Bbackground%2Dposition%3A40px%200%7Dto%7Bbackground%2Dposition%3A0%200%7D%7D%40keyframes%20progress%2Dbar%2Dstripes%7Bfrom%7Bbackground%2Dposition%3A40px%200%7Dto%7Bbackground%2Dposition%3A0%200%7D%7D%2Eprogress%7Bheight%3A20px%3Bmargin%2Dbottom%3A20px%3Boverflow%3Ahidden%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%202px%20rgba%280%2C0%2C0%2C%2E1%29%3Bbox%2Dshadow%3Ainset%200%201px%202px%20rgba%280%2C0%2C0%2C%2E1%29%7D%2Eprogress%2Dbar%7Bfloat%3Aleft%3Bwidth%3A0%3Bheight%3A100%25%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A20px%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Bbackground%2Dcolor%3A%23337ab7%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%20%2D1px%200%20rgba%280%2C0%2C0%2C%2E15%29%3Bbox%2Dshadow%3Ainset%200%20%2D1px%200%20rgba%280%2C0%2C0%2C%2E15%29%3B%2Dwebkit%2Dtransition%3Awidth%20%2E6s%20ease%3B%2Do%2Dtransition%3Awidth%20%2E6s%20ease%3Btransition%3Awidth%20%2E6s%20ease%7D%2Eprogress%2Dbar%2Dstriped%2C%2Eprogress%2Dstriped%20%2Eprogress%2Dbar%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3Alinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3B%2Dwebkit%2Dbackground%2Dsize%3A40px%2040px%3Bbackground%2Dsize%3A40px%2040px%7D%2Eprogress%2Dbar%2Eactive%2C%2Eprogress%2Eactive%20%2Eprogress%2Dbar%7B%2Dwebkit%2Danimation%3Aprogress%2Dbar%2Dstripes%202s%20linear%20infinite%3B%2Do%2Danimation%3Aprogress%2Dbar%2Dstripes%202s%20linear%20infinite%3Banimation%3Aprogress%2Dbar%2Dstripes%202s%20linear%20infinite%7D%2Eprogress%2Dbar%2Dsuccess%7Bbackground%2Dcolor%3A%235cb85c%7D%2Eprogress%2Dstriped%20%2Eprogress%2Dbar%2Dsuccess%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3Alinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%7D%2Eprogress%2Dbar%2Dinfo%7Bbackground%2Dcolor%3A%235bc0de%7D%2Eprogress%2Dstriped%20%2Eprogress%2Dbar%2Dinfo%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3Alinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%7D%2Eprogress%2Dbar%2Dwarning%7Bbackground%2Dcolor%3A%23f0ad4e%7D%2Eprogress%2Dstriped%20%2Eprogress%2Dbar%2Dwarning%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3Alinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%7D%2Eprogress%2Dbar%2Ddanger%7Bbackground%2Dcolor%3A%23d9534f%7D%2Eprogress%2Dstriped%20%2Eprogress%2Dbar%2Ddanger%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3Alinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%7D%2Emedia%7Bmargin%2Dtop%3A15px%7D%2Emedia%3Afirst%2Dchild%7Bmargin%2Dtop%3A0%7D%2Emedia%2C%2Emedia%2Dbody%7Boverflow%3Ahidden%3Bzoom%3A1%7D%2Emedia%2Dbody%7Bwidth%3A10000px%7D%2Emedia%2Dobject%7Bdisplay%3Ablock%7D%2Emedia%2Dobject%2Eimg%2Dthumbnail%7Bmax%2Dwidth%3Anone%7D%2Emedia%2Dright%2C%2Emedia%3E%2Epull%2Dright%7Bpadding%2Dleft%3A10px%7D%2Emedia%2Dleft%2C%2Emedia%3E%2Epull%2Dleft%7Bpadding%2Dright%3A10px%7D%2Emedia%2Dbody%2C%2Emedia%2Dleft%2C%2Emedia%2Dright%7Bdisplay%3Atable%2Dcell%3Bvertical%2Dalign%3Atop%7D%2Emedia%2Dmiddle%7Bvertical%2Dalign%3Amiddle%7D%2Emedia%2Dbottom%7Bvertical%2Dalign%3Abottom%7D%2Emedia%2Dheading%7Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A5px%7D%2Emedia%2Dlist%7Bpadding%2Dleft%3A0%3Blist%2Dstyle%3Anone%7D%2Elist%2Dgroup%7Bpadding%2Dleft%3A0%3Bmargin%2Dbottom%3A20px%7D%2Elist%2Dgroup%2Ditem%7Bposition%3Arelative%3Bdisplay%3Ablock%3Bpadding%3A10px%2015px%3Bmargin%2Dbottom%3A%2D1px%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%7D%2Elist%2Dgroup%2Ditem%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A4px%3Bborder%2Dtop%2Dright%2Dradius%3A4px%7D%2Elist%2Dgroup%2Ditem%3Alast%2Dchild%7Bmargin%2Dbottom%3A0%3Bborder%2Dbottom%2Dright%2Dradius%3A4px%3Bborder%2Dbottom%2Dleft%2Dradius%3A4px%7Da%2Elist%2Dgroup%2Ditem%2Cbutton%2Elist%2Dgroup%2Ditem%7Bcolor%3A%23555%7Da%2Elist%2Dgroup%2Ditem%20%2Elist%2Dgroup%2Ditem%2Dheading%2Cbutton%2Elist%2Dgroup%2Ditem%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3A%23333%7Da%2Elist%2Dgroup%2Ditem%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%3Ahover%7Bcolor%3A%23555%3Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23f5f5f5%7Dbutton%2Elist%2Dgroup%2Ditem%7Bwidth%3A100%25%3Btext%2Dalign%3Aleft%7D%2Elist%2Dgroup%2Ditem%2Edisabled%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Afocus%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Ahover%7Bcolor%3A%23777%3Bcursor%3Anot%2Dallowed%3Bbackground%2Dcolor%3A%23eee%7D%2Elist%2Dgroup%2Ditem%2Edisabled%20%2Elist%2Dgroup%2Ditem%2Dheading%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dheading%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3Ainherit%7D%2Elist%2Dgroup%2Ditem%2Edisabled%20%2Elist%2Dgroup%2Ditem%2Dtext%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dtext%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dtext%7Bcolor%3A%23777%7D%2Elist%2Dgroup%2Ditem%2Eactive%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Afocus%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Ahover%7Bz%2Dindex%3A2%3Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23337ab7%3Bborder%2Dcolor%3A%23337ab7%7D%2Elist%2Dgroup%2Ditem%2Eactive%20%2Elist%2Dgroup%2Ditem%2Dheading%2C%2Elist%2Dgroup%2Ditem%2Eactive%20%2Elist%2Dgroup%2Ditem%2Dheading%3E%2Esmall%2C%2Elist%2Dgroup%2Ditem%2Eactive%20%2Elist%2Dgroup%2Ditem%2Dheading%3Esmall%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dheading%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dheading%3E%2Esmall%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dheading%3Esmall%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dheading%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dheading%3E%2Esmall%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dheading%3Esmall%7Bcolor%3Ainherit%7D%2Elist%2Dgroup%2Ditem%2Eactive%20%2Elist%2Dgroup%2Ditem%2Dtext%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dtext%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dtext%7Bcolor%3A%23c7ddef%7D%2Elist%2Dgroup%2Ditem%2Dsuccess%7Bcolor%3A%233c763d%3Bbackground%2Dcolor%3A%23dff0d8%7Da%2Elist%2Dgroup%2Ditem%2Dsuccess%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%7Bcolor%3A%233c763d%7Da%2Elist%2Dgroup%2Ditem%2Dsuccess%20%2Elist%2Dgroup%2Ditem%2Dheading%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3Ainherit%7Da%2Elist%2Dgroup%2Ditem%2Dsuccess%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dsuccess%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%3Ahover%7Bcolor%3A%233c763d%3Bbackground%2Dcolor%3A%23d0e9c6%7Da%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%2Ca%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%233c763d%3Bborder%2Dcolor%3A%233c763d%7D%2Elist%2Dgroup%2Ditem%2Dinfo%7Bcolor%3A%2331708f%3Bbackground%2Dcolor%3A%23d9edf7%7Da%2Elist%2Dgroup%2Ditem%2Dinfo%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%7Bcolor%3A%2331708f%7Da%2Elist%2Dgroup%2Ditem%2Dinfo%20%2Elist%2Dgroup%2Ditem%2Dheading%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3Ainherit%7Da%2Elist%2Dgroup%2Ditem%2Dinfo%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dinfo%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%3Ahover%7Bcolor%3A%2331708f%3Bbackground%2Dcolor%3A%23c4e3f3%7Da%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%2Ca%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%2331708f%3Bborder%2Dcolor%3A%2331708f%7D%2Elist%2Dgroup%2Ditem%2Dwarning%7Bcolor%3A%238a6d3b%3Bbackground%2Dcolor%3A%23fcf8e3%7Da%2Elist%2Dgroup%2Ditem%2Dwarning%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%7Bcolor%3A%238a6d3b%7Da%2Elist%2Dgroup%2Ditem%2Dwarning%20%2Elist%2Dgroup%2Ditem%2Dheading%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3Ainherit%7Da%2Elist%2Dgroup%2Ditem%2Dwarning%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dwarning%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%3Ahover%7Bcolor%3A%238a6d3b%3Bbackground%2Dcolor%3A%23faf2cc%7Da%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%2Ca%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%238a6d3b%3Bborder%2Dcolor%3A%238a6d3b%7D%2Elist%2Dgroup%2Ditem%2Ddanger%7Bcolor%3A%23a94442%3Bbackground%2Dcolor%3A%23f2dede%7Da%2Elist%2Dgroup%2Ditem%2Ddanger%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%7Bcolor%3A%23a94442%7Da%2Elist%2Dgroup%2Ditem%2Ddanger%20%2Elist%2Dgroup%2Ditem%2Dheading%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3Ainherit%7Da%2Elist%2Dgroup%2Ditem%2Ddanger%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Ddanger%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%3Ahover%7Bcolor%3A%23a94442%3Bbackground%2Dcolor%3A%23ebcccc%7Da%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%2Ca%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23a94442%3Bborder%2Dcolor%3A%23a94442%7D%2Elist%2Dgroup%2Ditem%2Dheading%7Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A5px%7D%2Elist%2Dgroup%2Ditem%2Dtext%7Bmargin%2Dbottom%3A0%3Bline%2Dheight%3A1%2E3%7D%2Epanel%7Bmargin%2Dbottom%3A20px%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20transparent%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dbox%2Dshadow%3A0%201px%201px%20rgba%280%2C0%2C0%2C%2E05%29%3Bbox%2Dshadow%3A0%201px%201px%20rgba%280%2C0%2C0%2C%2E05%29%7D%2Epanel%2Dbody%7Bpadding%3A15px%7D%2Epanel%2Dheading%7Bpadding%3A10px%2015px%3Bborder%2Dbottom%3A1px%20solid%20transparent%3Bborder%2Dtop%2Dleft%2Dradius%3A3px%3Bborder%2Dtop%2Dright%2Dradius%3A3px%7D%2Epanel%2Dheading%3E%2Edropdown%20%2Edropdown%2Dtoggle%7Bcolor%3Ainherit%7D%2Epanel%2Dtitle%7Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A0%3Bfont%2Dsize%3A16px%3Bcolor%3Ainherit%7D%2Epanel%2Dtitle%3E%2Esmall%2C%2Epanel%2Dtitle%3E%2Esmall%3Ea%2C%2Epanel%2Dtitle%3Ea%2C%2Epanel%2Dtitle%3Esmall%2C%2Epanel%2Dtitle%3Esmall%3Ea%7Bcolor%3Ainherit%7D%2Epanel%2Dfooter%7Bpadding%3A10px%2015px%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%2Dtop%3A1px%20solid%20%23ddd%3Bborder%2Dbottom%2Dright%2Dradius%3A3px%3Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Elist%2Dgroup%2C%2Epanel%3E%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%7Bmargin%2Dbottom%3A0%7D%2Epanel%3E%2Elist%2Dgroup%20%2Elist%2Dgroup%2Ditem%2C%2Epanel%3E%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%20%2Elist%2Dgroup%2Ditem%7Bborder%2Dwidth%3A1px%200%3Bborder%2Dradius%3A0%7D%2Epanel%3E%2Elist%2Dgroup%3Afirst%2Dchild%20%2Elist%2Dgroup%2Ditem%3Afirst%2Dchild%2C%2Epanel%3E%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%3Afirst%2Dchild%20%2Elist%2Dgroup%2Ditem%3Afirst%2Dchild%7Bborder%2Dtop%3A0%3Bborder%2Dtop%2Dleft%2Dradius%3A3px%3Bborder%2Dtop%2Dright%2Dradius%3A3px%7D%2Epanel%3E%2Elist%2Dgroup%3Alast%2Dchild%20%2Elist%2Dgroup%2Ditem%3Alast%2Dchild%2C%2Epanel%3E%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%3Alast%2Dchild%20%2Elist%2Dgroup%2Ditem%3Alast%2Dchild%7Bborder%2Dbottom%3A0%3Bborder%2Dbottom%2Dright%2Dradius%3A3px%3Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%20%2Elist%2Dgroup%2Ditem%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dtop%2Dright%2Dradius%3A0%7D%2Epanel%2Dheading%2B%2Elist%2Dgroup%20%2Elist%2Dgroup%2Ditem%3Afirst%2Dchild%7Bborder%2Dtop%2Dwidth%3A0%7D%2Elist%2Dgroup%2B%2Epanel%2Dfooter%7Bborder%2Dtop%2Dwidth%3A0%7D%2Epanel%3E%2Epanel%2Dcollapse%3E%2Etable%2C%2Epanel%3E%2Etable%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%7Bmargin%2Dbottom%3A0%7D%2Epanel%3E%2Epanel%2Dcollapse%3E%2Etable%20caption%2C%2Epanel%3E%2Etable%20caption%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%20caption%7Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A15px%7D%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A3px%3Bborder%2Dtop%2Dright%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A3px%3Bborder%2Dtop%2Dright%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Alast%2Dchild%7Bborder%2Dtop%2Dright%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%7Bborder%2Dbottom%2Dright%2Dradius%3A3px%3Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%7Bborder%2Dbottom%2Dright%2Dradius%3A3px%3Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Afirst%2Dchild%7Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Alast%2Dchild%7Bborder%2Dbottom%2Dright%2Dradius%3A3px%7D%2Epanel%3E%2Epanel%2Dbody%2B%2Etable%2C%2Epanel%3E%2Epanel%2Dbody%2B%2Etable%2Dresponsive%2C%2Epanel%3E%2Etable%2B%2Epanel%2Dbody%2C%2Epanel%3E%2Etable%2Dresponsive%2B%2Epanel%2Dbody%7Bborder%2Dtop%3A1px%20solid%20%23ddd%7D%2Epanel%3E%2Etable%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%2C%2Epanel%3E%2Etable%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%7Bborder%2Dtop%3A0%7D%2Epanel%3E%2Etable%2Dbordered%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%7Bborder%3A0%7D%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Afirst%2Dchild%7Bborder%2Dleft%3A0%7D%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Alast%2Dchild%7Bborder%2Dright%3A0%7D%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Afirst%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Afirst%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Afirst%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Afirst%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Afirst%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Afirst%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Afirst%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Afirst%2Dchild%3Eth%7Bborder%2Dbottom%3A0%7D%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Eth%7Bborder%2Dbottom%3A0%7D%2Epanel%3E%2Etable%2Dresponsive%7Bmargin%2Dbottom%3A0%3Bborder%3A0%7D%2Epanel%2Dgroup%7Bmargin%2Dbottom%3A20px%7D%2Epanel%2Dgroup%20%2Epanel%7Bmargin%2Dbottom%3A0%3Bborder%2Dradius%3A4px%7D%2Epanel%2Dgroup%20%2Epanel%2B%2Epanel%7Bmargin%2Dtop%3A5px%7D%2Epanel%2Dgroup%20%2Epanel%2Dheading%7Bborder%2Dbottom%3A0%7D%2Epanel%2Dgroup%20%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%2C%2Epanel%2Dgroup%20%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%3A1px%20solid%20%23ddd%7D%2Epanel%2Dgroup%20%2Epanel%2Dfooter%7Bborder%2Dtop%3A0%7D%2Epanel%2Dgroup%20%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%20%2Epanel%2Dbody%7Bborder%2Dbottom%3A1px%20solid%20%23ddd%7D%2Epanel%2Ddefault%7Bborder%2Dcolor%3A%23ddd%7D%2Epanel%2Ddefault%3E%2Epanel%2Dheading%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%2Dcolor%3A%23ddd%7D%2Epanel%2Ddefault%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23ddd%7D%2Epanel%2Ddefault%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23f5f5f5%3Bbackground%2Dcolor%3A%23333%7D%2Epanel%2Ddefault%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23ddd%7D%2Epanel%2Dprimary%7Bborder%2Dcolor%3A%23337ab7%7D%2Epanel%2Dprimary%3E%2Epanel%2Dheading%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23337ab7%3Bborder%2Dcolor%3A%23337ab7%7D%2Epanel%2Dprimary%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23337ab7%7D%2Epanel%2Dprimary%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23337ab7%3Bbackground%2Dcolor%3A%23fff%7D%2Epanel%2Dprimary%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23337ab7%7D%2Epanel%2Dsuccess%7Bborder%2Dcolor%3A%23d6e9c6%7D%2Epanel%2Dsuccess%3E%2Epanel%2Dheading%7Bcolor%3A%233c763d%3Bbackground%2Dcolor%3A%23dff0d8%3Bborder%2Dcolor%3A%23d6e9c6%7D%2Epanel%2Dsuccess%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23d6e9c6%7D%2Epanel%2Dsuccess%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23dff0d8%3Bbackground%2Dcolor%3A%233c763d%7D%2Epanel%2Dsuccess%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23d6e9c6%7D%2Epanel%2Dinfo%7Bborder%2Dcolor%3A%23bce8f1%7D%2Epanel%2Dinfo%3E%2Epanel%2Dheading%7Bcolor%3A%2331708f%3Bbackground%2Dcolor%3A%23d9edf7%3Bborder%2Dcolor%3A%23bce8f1%7D%2Epanel%2Dinfo%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23bce8f1%7D%2Epanel%2Dinfo%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23d9edf7%3Bbackground%2Dcolor%3A%2331708f%7D%2Epanel%2Dinfo%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23bce8f1%7D%2Epanel%2Dwarning%7Bborder%2Dcolor%3A%23faebcc%7D%2Epanel%2Dwarning%3E%2Epanel%2Dheading%7Bcolor%3A%238a6d3b%3Bbackground%2Dcolor%3A%23fcf8e3%3Bborder%2Dcolor%3A%23faebcc%7D%2Epanel%2Dwarning%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23faebcc%7D%2Epanel%2Dwarning%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23fcf8e3%3Bbackground%2Dcolor%3A%238a6d3b%7D%2Epanel%2Dwarning%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23faebcc%7D%2Epanel%2Ddanger%7Bborder%2Dcolor%3A%23ebccd1%7D%2Epanel%2Ddanger%3E%2Epanel%2Dheading%7Bcolor%3A%23a94442%3Bbackground%2Dcolor%3A%23f2dede%3Bborder%2Dcolor%3A%23ebccd1%7D%2Epanel%2Ddanger%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23ebccd1%7D%2Epanel%2Ddanger%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23f2dede%3Bbackground%2Dcolor%3A%23a94442%7D%2Epanel%2Ddanger%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23ebccd1%7D%2Eembed%2Dresponsive%7Bposition%3Arelative%3Bdisplay%3Ablock%3Bheight%3A0%3Bpadding%3A0%3Boverflow%3Ahidden%7D%2Eembed%2Dresponsive%20%2Eembed%2Dresponsive%2Ditem%2C%2Eembed%2Dresponsive%20embed%2C%2Eembed%2Dresponsive%20iframe%2C%2Eembed%2Dresponsive%20object%2C%2Eembed%2Dresponsive%20video%7Bposition%3Aabsolute%3Btop%3A0%3Bbottom%3A0%3Bleft%3A0%3Bwidth%3A100%25%3Bheight%3A100%25%3Bborder%3A0%7D%2Eembed%2Dresponsive%2D16by9%7Bpadding%2Dbottom%3A56%2E25%25%7D%2Eembed%2Dresponsive%2D4by3%7Bpadding%2Dbottom%3A75%25%7D%2Ewell%7Bmin%2Dheight%3A20px%3Bpadding%3A19px%3Bmargin%2Dbottom%3A20px%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%3A1px%20solid%20%23e3e3e3%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E05%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E05%29%7D%2Ewell%20blockquote%7Bborder%2Dcolor%3A%23ddd%3Bborder%2Dcolor%3Argba%280%2C0%2C0%2C%2E15%29%7D%2Ewell%2Dlg%7Bpadding%3A24px%3Bborder%2Dradius%3A6px%7D%2Ewell%2Dsm%7Bpadding%3A9px%3Bborder%2Dradius%3A3px%7D%2Eclose%7Bfloat%3Aright%3Bfont%2Dsize%3A21px%3Bfont%2Dweight%3A700%3Bline%2Dheight%3A1%3Bcolor%3A%23000%3Btext%2Dshadow%3A0%201px%200%20%23fff%3Bfilter%3Aalpha%28opacity%3D20%29%3Bopacity%3A%2E2%7D%2Eclose%3Afocus%2C%2Eclose%3Ahover%7Bcolor%3A%23000%3Btext%2Ddecoration%3Anone%3Bcursor%3Apointer%3Bfilter%3Aalpha%28opacity%3D50%29%3Bopacity%3A%2E5%7Dbutton%2Eclose%7B%2Dwebkit%2Dappearance%3Anone%3Bpadding%3A0%3Bcursor%3Apointer%3Bbackground%3A0%200%3Bborder%3A0%7D%2Emodal%2Dopen%7Boverflow%3Ahidden%7D%2Emodal%7Bposition%3Afixed%3Btop%3A0%3Bright%3A0%3Bbottom%3A0%3Bleft%3A0%3Bz%2Dindex%3A1050%3Bdisplay%3Anone%3Boverflow%3Ahidden%3B%2Dwebkit%2Doverflow%2Dscrolling%3Atouch%3Boutline%3A0%7D%2Emodal%2Efade%20%2Emodal%2Ddialog%7B%2Dwebkit%2Dtransition%3A%2Dwebkit%2Dtransform%20%2E3s%20ease%2Dout%3B%2Do%2Dtransition%3A%2Do%2Dtransform%20%2E3s%20ease%2Dout%3Btransition%3Atransform%20%2E3s%20ease%2Dout%3B%2Dwebkit%2Dtransform%3Atranslate%280%2C%2D25%25%29%3B%2Dms%2Dtransform%3Atranslate%280%2C%2D25%25%29%3B%2Do%2Dtransform%3Atranslate%280%2C%2D25%25%29%3Btransform%3Atranslate%280%2C%2D25%25%29%7D%2Emodal%2Ein%20%2Emodal%2Ddialog%7B%2Dwebkit%2Dtransform%3Atranslate%280%2C0%29%3B%2Dms%2Dtransform%3Atranslate%280%2C0%29%3B%2Do%2Dtransform%3Atranslate%280%2C0%29%3Btransform%3Atranslate%280%2C0%29%7D%2Emodal%2Dopen%20%2Emodal%7Boverflow%2Dx%3Ahidden%3Boverflow%2Dy%3Aauto%7D%2Emodal%2Ddialog%7Bposition%3Arelative%3Bwidth%3Aauto%3Bmargin%3A10px%7D%2Emodal%2Dcontent%7Bposition%3Arelative%3Bbackground%2Dcolor%3A%23fff%3B%2Dwebkit%2Dbackground%2Dclip%3Apadding%2Dbox%3Bbackground%2Dclip%3Apadding%2Dbox%3Bborder%3A1px%20solid%20%23999%3Bborder%3A1px%20solid%20rgba%280%2C0%2C0%2C%2E2%29%3Bborder%2Dradius%3A6px%3Boutline%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3A0%203px%209px%20rgba%280%2C0%2C0%2C%2E5%29%3Bbox%2Dshadow%3A0%203px%209px%20rgba%280%2C0%2C0%2C%2E5%29%7D%2Emodal%2Dbackdrop%7Bposition%3Afixed%3Btop%3A0%3Bright%3A0%3Bbottom%3A0%3Bleft%3A0%3Bz%2Dindex%3A1040%3Bbackground%2Dcolor%3A%23000%7D%2Emodal%2Dbackdrop%2Efade%7Bfilter%3Aalpha%28opacity%3D0%29%3Bopacity%3A0%7D%2Emodal%2Dbackdrop%2Ein%7Bfilter%3Aalpha%28opacity%3D50%29%3Bopacity%3A%2E5%7D%2Emodal%2Dheader%7Bmin%2Dheight%3A16%2E43px%3Bpadding%3A15px%3Bborder%2Dbottom%3A1px%20solid%20%23e5e5e5%7D%2Emodal%2Dheader%20%2Eclose%7Bmargin%2Dtop%3A%2D2px%7D%2Emodal%2Dtitle%7Bmargin%3A0%3Bline%2Dheight%3A1%2E42857143%7D%2Emodal%2Dbody%7Bposition%3Arelative%3Bpadding%3A15px%7D%2Emodal%2Dfooter%7Bpadding%3A15px%3Btext%2Dalign%3Aright%3Bborder%2Dtop%3A1px%20solid%20%23e5e5e5%7D%2Emodal%2Dfooter%20%2Ebtn%2B%2Ebtn%7Bmargin%2Dbottom%3A0%3Bmargin%2Dleft%3A5px%7D%2Emodal%2Dfooter%20%2Ebtn%2Dgroup%20%2Ebtn%2B%2Ebtn%7Bmargin%2Dleft%3A%2D1px%7D%2Emodal%2Dfooter%20%2Ebtn%2Dblock%2B%2Ebtn%2Dblock%7Bmargin%2Dleft%3A0%7D%2Emodal%2Dscrollbar%2Dmeasure%7Bposition%3Aabsolute%3Btop%3A%2D9999px%3Bwidth%3A50px%3Bheight%3A50px%3Boverflow%3Ascroll%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Emodal%2Ddialog%7Bwidth%3A600px%3Bmargin%3A30px%20auto%7D%2Emodal%2Dcontent%7B%2Dwebkit%2Dbox%2Dshadow%3A0%205px%2015px%20rgba%280%2C0%2C0%2C%2E5%29%3Bbox%2Dshadow%3A0%205px%2015px%20rgba%280%2C0%2C0%2C%2E5%29%7D%2Emodal%2Dsm%7Bwidth%3A300px%7D%7D%40media%20%28min%2Dwidth%3A992px%29%7B%2Emodal%2Dlg%7Bwidth%3A900px%7D%7D%2Etooltip%7Bposition%3Aabsolute%3Bz%2Dindex%3A1070%3Bdisplay%3Ablock%3Bfont%2Dfamily%3A%22Helvetica%20Neue%22%2CHelvetica%2CArial%2Csans%2Dserif%3Bfont%2Dsize%3A12px%3Bfont%2Dstyle%3Anormal%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%2E42857143%3Btext%2Dalign%3Aleft%3Btext%2Dalign%3Astart%3Btext%2Ddecoration%3Anone%3Btext%2Dshadow%3Anone%3Btext%2Dtransform%3Anone%3Bletter%2Dspacing%3Anormal%3Bword%2Dbreak%3Anormal%3Bword%2Dspacing%3Anormal%3Bword%2Dwrap%3Anormal%3Bwhite%2Dspace%3Anormal%3Bfilter%3Aalpha%28opacity%3D0%29%3Bopacity%3A0%3Bline%2Dbreak%3Aauto%7D%2Etooltip%2Ein%7Bfilter%3Aalpha%28opacity%3D90%29%3Bopacity%3A%2E9%7D%2Etooltip%2Etop%7Bpadding%3A5px%200%3Bmargin%2Dtop%3A%2D3px%7D%2Etooltip%2Eright%7Bpadding%3A0%205px%3Bmargin%2Dleft%3A3px%7D%2Etooltip%2Ebottom%7Bpadding%3A5px%200%3Bmargin%2Dtop%3A3px%7D%2Etooltip%2Eleft%7Bpadding%3A0%205px%3Bmargin%2Dleft%3A%2D3px%7D%2Etooltip%2Dinner%7Bmax%2Dwidth%3A200px%3Bpadding%3A3px%208px%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Bbackground%2Dcolor%3A%23000%3Bborder%2Dradius%3A4px%7D%2Etooltip%2Darrow%7Bposition%3Aabsolute%3Bwidth%3A0%3Bheight%3A0%3Bborder%2Dcolor%3Atransparent%3Bborder%2Dstyle%3Asolid%7D%2Etooltip%2Etop%20%2Etooltip%2Darrow%7Bbottom%3A0%3Bleft%3A50%25%3Bmargin%2Dleft%3A%2D5px%3Bborder%2Dwidth%3A5px%205px%200%3Bborder%2Dtop%2Dcolor%3A%23000%7D%2Etooltip%2Etop%2Dleft%20%2Etooltip%2Darrow%7Bright%3A5px%3Bbottom%3A0%3Bmargin%2Dbottom%3A%2D5px%3Bborder%2Dwidth%3A5px%205px%200%3Bborder%2Dtop%2Dcolor%3A%23000%7D%2Etooltip%2Etop%2Dright%20%2Etooltip%2Darrow%7Bbottom%3A0%3Bleft%3A5px%3Bmargin%2Dbottom%3A%2D5px%3Bborder%2Dwidth%3A5px%205px%200%3Bborder%2Dtop%2Dcolor%3A%23000%7D%2Etooltip%2Eright%20%2Etooltip%2Darrow%7Btop%3A50%25%3Bleft%3A0%3Bmargin%2Dtop%3A%2D5px%3Bborder%2Dwidth%3A5px%205px%205px%200%3Bborder%2Dright%2Dcolor%3A%23000%7D%2Etooltip%2Eleft%20%2Etooltip%2Darrow%7Btop%3A50%25%3Bright%3A0%3Bmargin%2Dtop%3A%2D5px%3Bborder%2Dwidth%3A5px%200%205px%205px%3Bborder%2Dleft%2Dcolor%3A%23000%7D%2Etooltip%2Ebottom%20%2Etooltip%2Darrow%7Btop%3A0%3Bleft%3A50%25%3Bmargin%2Dleft%3A%2D5px%3Bborder%2Dwidth%3A0%205px%205px%3Bborder%2Dbottom%2Dcolor%3A%23000%7D%2Etooltip%2Ebottom%2Dleft%20%2Etooltip%2Darrow%7Btop%3A0%3Bright%3A5px%3Bmargin%2Dtop%3A%2D5px%3Bborder%2Dwidth%3A0%205px%205px%3Bborder%2Dbottom%2Dcolor%3A%23000%7D%2Etooltip%2Ebottom%2Dright%20%2Etooltip%2Darrow%7Btop%3A0%3Bleft%3A5px%3Bmargin%2Dtop%3A%2D5px%3Bborder%2Dwidth%3A0%205px%205px%3Bborder%2Dbottom%2Dcolor%3A%23000%7D%2Epopover%7Bposition%3Aabsolute%3Btop%3A0%3Bleft%3A0%3Bz%2Dindex%3A1060%3Bdisplay%3Anone%3Bmax%2Dwidth%3A276px%3Bpadding%3A1px%3Bfont%2Dfamily%3A%22Helvetica%20Neue%22%2CHelvetica%2CArial%2Csans%2Dserif%3Bfont%2Dsize%3A14px%3Bfont%2Dstyle%3Anormal%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%2E42857143%3Btext%2Dalign%3Aleft%3Btext%2Dalign%3Astart%3Btext%2Ddecoration%3Anone%3Btext%2Dshadow%3Anone%3Btext%2Dtransform%3Anone%3Bletter%2Dspacing%3Anormal%3Bword%2Dbreak%3Anormal%3Bword%2Dspacing%3Anormal%3Bword%2Dwrap%3Anormal%3Bwhite%2Dspace%3Anormal%3Bbackground%2Dcolor%3A%23fff%3B%2Dwebkit%2Dbackground%2Dclip%3Apadding%2Dbox%3Bbackground%2Dclip%3Apadding%2Dbox%3Bborder%3A1px%20solid%20%23ccc%3Bborder%3A1px%20solid%20rgba%280%2C0%2C0%2C%2E2%29%3Bborder%2Dradius%3A6px%3B%2Dwebkit%2Dbox%2Dshadow%3A0%205px%2010px%20rgba%280%2C0%2C0%2C%2E2%29%3Bbox%2Dshadow%3A0%205px%2010px%20rgba%280%2C0%2C0%2C%2E2%29%3Bline%2Dbreak%3Aauto%7D%2Epopover%2Etop%7Bmargin%2Dtop%3A%2D10px%7D%2Epopover%2Eright%7Bmargin%2Dleft%3A10px%7D%2Epopover%2Ebottom%7Bmargin%2Dtop%3A10px%7D%2Epopover%2Eleft%7Bmargin%2Dleft%3A%2D10px%7D%2Epopover%2Dtitle%7Bpadding%3A8px%2014px%3Bmargin%3A0%3Bfont%2Dsize%3A14px%3Bbackground%2Dcolor%3A%23f7f7f7%3Bborder%2Dbottom%3A1px%20solid%20%23ebebeb%3Bborder%2Dradius%3A5px%205px%200%200%7D%2Epopover%2Dcontent%7Bpadding%3A9px%2014px%7D%2Epopover%3E%2Earrow%2C%2Epopover%3E%2Earrow%3Aafter%7Bposition%3Aabsolute%3Bdisplay%3Ablock%3Bwidth%3A0%3Bheight%3A0%3Bborder%2Dcolor%3Atransparent%3Bborder%2Dstyle%3Asolid%7D%2Epopover%3E%2Earrow%7Bborder%2Dwidth%3A11px%7D%2Epopover%3E%2Earrow%3Aafter%7Bcontent%3A%22%22%3Bborder%2Dwidth%3A10px%7D%2Epopover%2Etop%3E%2Earrow%7Bbottom%3A%2D11px%3Bleft%3A50%25%3Bmargin%2Dleft%3A%2D11px%3Bborder%2Dtop%2Dcolor%3A%23999%3Bborder%2Dtop%2Dcolor%3Argba%280%2C0%2C0%2C%2E25%29%3Bborder%2Dbottom%2Dwidth%3A0%7D%2Epopover%2Etop%3E%2Earrow%3Aafter%7Bbottom%3A1px%3Bmargin%2Dleft%3A%2D10px%3Bcontent%3A%22%20%22%3Bborder%2Dtop%2Dcolor%3A%23fff%3Bborder%2Dbottom%2Dwidth%3A0%7D%2Epopover%2Eright%3E%2Earrow%7Btop%3A50%25%3Bleft%3A%2D11px%3Bmargin%2Dtop%3A%2D11px%3Bborder%2Dright%2Dcolor%3A%23999%3Bborder%2Dright%2Dcolor%3Argba%280%2C0%2C0%2C%2E25%29%3Bborder%2Dleft%2Dwidth%3A0%7D%2Epopover%2Eright%3E%2Earrow%3Aafter%7Bbottom%3A%2D10px%3Bleft%3A1px%3Bcontent%3A%22%20%22%3Bborder%2Dright%2Dcolor%3A%23fff%3Bborder%2Dleft%2Dwidth%3A0%7D%2Epopover%2Ebottom%3E%2Earrow%7Btop%3A%2D11px%3Bleft%3A50%25%3Bmargin%2Dleft%3A%2D11px%3Bborder%2Dtop%2Dwidth%3A0%3Bborder%2Dbottom%2Dcolor%3A%23999%3Bborder%2Dbottom%2Dcolor%3Argba%280%2C0%2C0%2C%2E25%29%7D%2Epopover%2Ebottom%3E%2Earrow%3Aafter%7Btop%3A1px%3Bmargin%2Dleft%3A%2D10px%3Bcontent%3A%22%20%22%3Bborder%2Dtop%2Dwidth%3A0%3Bborder%2Dbottom%2Dcolor%3A%23fff%7D%2Epopover%2Eleft%3E%2Earrow%7Btop%3A50%25%3Bright%3A%2D11px%3Bmargin%2Dtop%3A%2D11px%3Bborder%2Dright%2Dwidth%3A0%3Bborder%2Dleft%2Dcolor%3A%23999%3Bborder%2Dleft%2Dcolor%3Argba%280%2C0%2C0%2C%2E25%29%7D%2Epopover%2Eleft%3E%2Earrow%3Aafter%7Bright%3A1px%3Bbottom%3A%2D10px%3Bcontent%3A%22%20%22%3Bborder%2Dright%2Dwidth%3A0%3Bborder%2Dleft%2Dcolor%3A%23fff%7D%2Ecarousel%7Bposition%3Arelative%7D%2Ecarousel%2Dinner%7Bposition%3Arelative%3Bwidth%3A100%25%3Boverflow%3Ahidden%7D%2Ecarousel%2Dinner%3E%2Eitem%7Bposition%3Arelative%3Bdisplay%3Anone%3B%2Dwebkit%2Dtransition%3A%2E6s%20ease%2Din%2Dout%20left%3B%2Do%2Dtransition%3A%2E6s%20ease%2Din%2Dout%20left%3Btransition%3A%2E6s%20ease%2Din%2Dout%20left%7D%2Ecarousel%2Dinner%3E%2Eitem%3Ea%3Eimg%2C%2Ecarousel%2Dinner%3E%2Eitem%3Eimg%7Bline%2Dheight%3A1%7D%40media%20all%20and%20%28transform%2D3d%29%2C%28%2Dwebkit%2Dtransform%2D3d%29%7B%2Ecarousel%2Dinner%3E%2Eitem%7B%2Dwebkit%2Dtransition%3A%2Dwebkit%2Dtransform%20%2E6s%20ease%2Din%2Dout%3B%2Do%2Dtransition%3A%2Do%2Dtransform%20%2E6s%20ease%2Din%2Dout%3Btransition%3Atransform%20%2E6s%20ease%2Din%2Dout%3B%2Dwebkit%2Dbackface%2Dvisibility%3Ahidden%3Bbackface%2Dvisibility%3Ahidden%3B%2Dwebkit%2Dperspective%3A1000px%3Bperspective%3A1000px%7D%2Ecarousel%2Dinner%3E%2Eitem%2Eactive%2Eright%2C%2Ecarousel%2Dinner%3E%2Eitem%2Enext%7Bleft%3A0%3B%2Dwebkit%2Dtransform%3Atranslate3d%28100%25%2C0%2C0%29%3Btransform%3Atranslate3d%28100%25%2C0%2C0%29%7D%2Ecarousel%2Dinner%3E%2Eitem%2Eactive%2Eleft%2C%2Ecarousel%2Dinner%3E%2Eitem%2Eprev%7Bleft%3A0%3B%2Dwebkit%2Dtransform%3Atranslate3d%28%2D100%25%2C0%2C0%29%3Btransform%3Atranslate3d%28%2D100%25%2C0%2C0%29%7D%2Ecarousel%2Dinner%3E%2Eitem%2Eactive%2C%2Ecarousel%2Dinner%3E%2Eitem%2Enext%2Eleft%2C%2Ecarousel%2Dinner%3E%2Eitem%2Eprev%2Eright%7Bleft%3A0%3B%2Dwebkit%2Dtransform%3Atranslate3d%280%2C0%2C0%29%3Btransform%3Atranslate3d%280%2C0%2C0%29%7D%7D%2Ecarousel%2Dinner%3E%2Eactive%2C%2Ecarousel%2Dinner%3E%2Enext%2C%2Ecarousel%2Dinner%3E%2Eprev%7Bdisplay%3Ablock%7D%2Ecarousel%2Dinner%3E%2Eactive%7Bleft%3A0%7D%2Ecarousel%2Dinner%3E%2Enext%2C%2Ecarousel%2Dinner%3E%2Eprev%7Bposition%3Aabsolute%3Btop%3A0%3Bwidth%3A100%25%7D%2Ecarousel%2Dinner%3E%2Enext%7Bleft%3A100%25%7D%2Ecarousel%2Dinner%3E%2Eprev%7Bleft%3A%2D100%25%7D%2Ecarousel%2Dinner%3E%2Enext%2Eleft%2C%2Ecarousel%2Dinner%3E%2Eprev%2Eright%7Bleft%3A0%7D%2Ecarousel%2Dinner%3E%2Eactive%2Eleft%7Bleft%3A%2D100%25%7D%2Ecarousel%2Dinner%3E%2Eactive%2Eright%7Bleft%3A100%25%7D%2Ecarousel%2Dcontrol%7Bposition%3Aabsolute%3Btop%3A0%3Bbottom%3A0%3Bleft%3A0%3Bwidth%3A15%25%3Bfont%2Dsize%3A20px%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Btext%2Dshadow%3A0%201px%202px%20rgba%280%2C0%2C0%2C%2E6%29%3Bfilter%3Aalpha%28opacity%3D50%29%3Bopacity%3A%2E5%7D%2Ecarousel%2Dcontrol%2Eleft%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%28left%2Crgba%280%2C0%2C0%2C%2E5%29%200%2Crgba%280%2C0%2C0%2C%2E0001%29%20100%25%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%28left%2Crgba%280%2C0%2C0%2C%2E5%29%200%2Crgba%280%2C0%2C0%2C%2E0001%29%20100%25%29%3Bbackground%2Dimage%3A%2Dwebkit%2Dgradient%28linear%2Cleft%20top%2Cright%20top%2Cfrom%28rgba%280%2C0%2C0%2C%2E5%29%29%2Cto%28rgba%280%2C0%2C0%2C%2E0001%29%29%29%3Bbackground%2Dimage%3Alinear%2Dgradient%28to%20right%2Crgba%280%2C0%2C0%2C%2E5%29%200%2Crgba%280%2C0%2C0%2C%2E0001%29%20100%25%29%3Bfilter%3Aprogid%3ADXImageTransform%2EMicrosoft%2Egradient%28startColorstr%3D%27%2380000000%27%2C%20endColorstr%3D%27%2300000000%27%2C%20GradientType%3D1%29%3Bbackground%2Drepeat%3Arepeat%2Dx%7D%2Ecarousel%2Dcontrol%2Eright%7Bright%3A0%3Bleft%3Aauto%3Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%28left%2Crgba%280%2C0%2C0%2C%2E0001%29%200%2Crgba%280%2C0%2C0%2C%2E5%29%20100%25%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%28left%2Crgba%280%2C0%2C0%2C%2E0001%29%200%2Crgba%280%2C0%2C0%2C%2E5%29%20100%25%29%3Bbackground%2Dimage%3A%2Dwebkit%2Dgradient%28linear%2Cleft%20top%2Cright%20top%2Cfrom%28rgba%280%2C0%2C0%2C%2E0001%29%29%2Cto%28rgba%280%2C0%2C0%2C%2E5%29%29%29%3Bbackground%2Dimage%3Alinear%2Dgradient%28to%20right%2Crgba%280%2C0%2C0%2C%2E0001%29%200%2Crgba%280%2C0%2C0%2C%2E5%29%20100%25%29%3Bfilter%3Aprogid%3ADXImageTransform%2EMicrosoft%2Egradient%28startColorstr%3D%27%2300000000%27%2C%20endColorstr%3D%27%2380000000%27%2C%20GradientType%3D1%29%3Bbackground%2Drepeat%3Arepeat%2Dx%7D%2Ecarousel%2Dcontrol%3Afocus%2C%2Ecarousel%2Dcontrol%3Ahover%7Bcolor%3A%23fff%3Btext%2Ddecoration%3Anone%3Bfilter%3Aalpha%28opacity%3D90%29%3Boutline%3A0%3Bopacity%3A%2E9%7D%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dleft%2C%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dright%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%7Bposition%3Aabsolute%3Btop%3A50%25%3Bz%2Dindex%3A5%3Bdisplay%3Ainline%2Dblock%3Bmargin%2Dtop%3A%2D10px%7D%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dleft%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%7Bleft%3A50%25%3Bmargin%2Dleft%3A%2D10px%7D%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dright%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%7Bright%3A50%25%3Bmargin%2Dright%3A%2D10px%7D%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%7Bwidth%3A20px%3Bheight%3A20px%3Bfont%2Dfamily%3Aserif%3Bline%2Dheight%3A1%7D%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%3Abefore%7Bcontent%3A%27%5C2039%27%7D%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%3Abefore%7Bcontent%3A%27%5C203a%27%7D%2Ecarousel%2Dindicators%7Bposition%3Aabsolute%3Bbottom%3A10px%3Bleft%3A50%25%3Bz%2Dindex%3A15%3Bwidth%3A60%25%3Bpadding%2Dleft%3A0%3Bmargin%2Dleft%3A%2D30%25%3Btext%2Dalign%3Acenter%3Blist%2Dstyle%3Anone%7D%2Ecarousel%2Dindicators%20li%7Bdisplay%3Ainline%2Dblock%3Bwidth%3A10px%3Bheight%3A10px%3Bmargin%3A1px%3Btext%2Dindent%3A%2D999px%3Bcursor%3Apointer%3Bbackground%2Dcolor%3A%23000%5C9%3Bbackground%2Dcolor%3Argba%280%2C0%2C0%2C0%29%3Bborder%3A1px%20solid%20%23fff%3Bborder%2Dradius%3A10px%7D%2Ecarousel%2Dindicators%20%2Eactive%7Bwidth%3A12px%3Bheight%3A12px%3Bmargin%3A0%3Bbackground%2Dcolor%3A%23fff%7D%2Ecarousel%2Dcaption%7Bposition%3Aabsolute%3Bright%3A15%25%3Bbottom%3A20px%3Bleft%3A15%25%3Bz%2Dindex%3A10%3Bpadding%2Dtop%3A20px%3Bpadding%2Dbottom%3A20px%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Btext%2Dshadow%3A0%201px%202px%20rgba%280%2C0%2C0%2C%2E6%29%7D%2Ecarousel%2Dcaption%20%2Ebtn%7Btext%2Dshadow%3Anone%7D%40media%20screen%20and%20%28min%2Dwidth%3A768px%29%7B%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dleft%2C%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dright%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%7Bwidth%3A30px%3Bheight%3A30px%3Bmargin%2Dtop%3A%2D15px%3Bfont%2Dsize%3A30px%7D%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dleft%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%7Bmargin%2Dleft%3A%2D15px%7D%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dright%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%7Bmargin%2Dright%3A%2D15px%7D%2Ecarousel%2Dcaption%7Bright%3A20%25%3Bleft%3A20%25%3Bpadding%2Dbottom%3A30px%7D%2Ecarousel%2Dindicators%7Bbottom%3A20px%7D%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Aafter%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Abefore%2C%2Ebtn%2Dtoolbar%3Aafter%2C%2Ebtn%2Dtoolbar%3Abefore%2C%2Eclearfix%3Aafter%2C%2Eclearfix%3Abefore%2C%2Econtainer%2Dfluid%3Aafter%2C%2Econtainer%2Dfluid%3Abefore%2C%2Econtainer%3Aafter%2C%2Econtainer%3Abefore%2C%2Edl%2Dhorizontal%20dd%3Aafter%2C%2Edl%2Dhorizontal%20dd%3Abefore%2C%2Eform%2Dhorizontal%20%2Eform%2Dgroup%3Aafter%2C%2Eform%2Dhorizontal%20%2Eform%2Dgroup%3Abefore%2C%2Emodal%2Dfooter%3Aafter%2C%2Emodal%2Dfooter%3Abefore%2C%2Enav%3Aafter%2C%2Enav%3Abefore%2C%2Enavbar%2Dcollapse%3Aafter%2C%2Enavbar%2Dcollapse%3Abefore%2C%2Enavbar%2Dheader%3Aafter%2C%2Enavbar%2Dheader%3Abefore%2C%2Enavbar%3Aafter%2C%2Enavbar%3Abefore%2C%2Epager%3Aafter%2C%2Epager%3Abefore%2C%2Epanel%2Dbody%3Aafter%2C%2Epanel%2Dbody%3Abefore%2C%2Erow%3Aafter%2C%2Erow%3Abefore%7Bdisplay%3Atable%3Bcontent%3A%22%20%22%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Aafter%2C%2Ebtn%2Dtoolbar%3Aafter%2C%2Eclearfix%3Aafter%2C%2Econtainer%2Dfluid%3Aafter%2C%2Econtainer%3Aafter%2C%2Edl%2Dhorizontal%20dd%3Aafter%2C%2Eform%2Dhorizontal%20%2Eform%2Dgroup%3Aafter%2C%2Emodal%2Dfooter%3Aafter%2C%2Enav%3Aafter%2C%2Enavbar%2Dcollapse%3Aafter%2C%2Enavbar%2Dheader%3Aafter%2C%2Enavbar%3Aafter%2C%2Epager%3Aafter%2C%2Epanel%2Dbody%3Aafter%2C%2Erow%3Aafter%7Bclear%3Aboth%7D%2Ecenter%2Dblock%7Bdisplay%3Ablock%3Bmargin%2Dright%3Aauto%3Bmargin%2Dleft%3Aauto%7D%2Epull%2Dright%7Bfloat%3Aright%21important%7D%2Epull%2Dleft%7Bfloat%3Aleft%21important%7D%2Ehide%7Bdisplay%3Anone%21important%7D%2Eshow%7Bdisplay%3Ablock%21important%7D%2Einvisible%7Bvisibility%3Ahidden%7D%2Etext%2Dhide%7Bfont%3A0%2F0%20a%3Bcolor%3Atransparent%3Btext%2Dshadow%3Anone%3Bbackground%2Dcolor%3Atransparent%3Bborder%3A0%7D%2Ehidden%7Bdisplay%3Anone%21important%7D%2Eaffix%7Bposition%3Afixed%7D%40%2Dms%2Dviewport%7Bwidth%3Adevice%2Dwidth%7D%2Evisible%2Dlg%2C%2Evisible%2Dmd%2C%2Evisible%2Dsm%2C%2Evisible%2Dxs%7Bdisplay%3Anone%21important%7D%2Evisible%2Dlg%2Dblock%2C%2Evisible%2Dlg%2Dinline%2C%2Evisible%2Dlg%2Dinline%2Dblock%2C%2Evisible%2Dmd%2Dblock%2C%2Evisible%2Dmd%2Dinline%2C%2Evisible%2Dmd%2Dinline%2Dblock%2C%2Evisible%2Dsm%2Dblock%2C%2Evisible%2Dsm%2Dinline%2C%2Evisible%2Dsm%2Dinline%2Dblock%2C%2Evisible%2Dxs%2Dblock%2C%2Evisible%2Dxs%2Dinline%2C%2Evisible%2Dxs%2Dinline%2Dblock%7Bdisplay%3Anone%21important%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Evisible%2Dxs%7Bdisplay%3Ablock%21important%7Dtable%2Evisible%2Dxs%7Bdisplay%3Atable%21important%7Dtr%2Evisible%2Dxs%7Bdisplay%3Atable%2Drow%21important%7Dtd%2Evisible%2Dxs%2Cth%2Evisible%2Dxs%7Bdisplay%3Atable%2Dcell%21important%7D%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Evisible%2Dxs%2Dblock%7Bdisplay%3Ablock%21important%7D%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Evisible%2Dxs%2Dinline%7Bdisplay%3Ainline%21important%7D%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Evisible%2Dxs%2Dinline%2Dblock%7Bdisplay%3Ainline%2Dblock%21important%7D%7D%40media%20%28min%2Dwidth%3A768px%29%20and%20%28max%2Dwidth%3A991px%29%7B%2Evisible%2Dsm%7Bdisplay%3Ablock%21important%7Dtable%2Evisible%2Dsm%7Bdisplay%3Atable%21important%7Dtr%2Evisible%2Dsm%7Bdisplay%3Atable%2Drow%21important%7Dtd%2Evisible%2Dsm%2Cth%2Evisible%2Dsm%7Bdisplay%3Atable%2Dcell%21important%7D%7D%40media%20%28min%2Dwidth%3A768px%29%20and%20%28max%2Dwidth%3A991px%29%7B%2Evisible%2Dsm%2Dblock%7Bdisplay%3Ablock%21important%7D%7D%40media%20%28min%2Dwidth%3A768px%29%20and%20%28max%2Dwidth%3A991px%29%7B%2Evisible%2Dsm%2Dinline%7Bdisplay%3Ainline%21important%7D%7D%40media%20%28min%2Dwidth%3A768px%29%20and%20%28max%2Dwidth%3A991px%29%7B%2Evisible%2Dsm%2Dinline%2Dblock%7Bdisplay%3Ainline%2Dblock%21important%7D%7D%40media%20%28min%2Dwidth%3A992px%29%20and%20%28max%2Dwidth%3A1199px%29%7B%2Evisible%2Dmd%7Bdisplay%3Ablock%21important%7Dtable%2Evisible%2Dmd%7Bdisplay%3Atable%21important%7Dtr%2Evisible%2Dmd%7Bdisplay%3Atable%2Drow%21important%7Dtd%2Evisible%2Dmd%2Cth%2Evisible%2Dmd%7Bdisplay%3Atable%2Dcell%21important%7D%7D%40media%20%28min%2Dwidth%3A992px%29%20and%20%28max%2Dwidth%3A1199px%29%7B%2Evisible%2Dmd%2Dblock%7Bdisplay%3Ablock%21important%7D%7D%40media%20%28min%2Dwidth%3A992px%29%20and%20%28max%2Dwidth%3A1199px%29%7B%2Evisible%2Dmd%2Dinline%7Bdisplay%3Ainline%21important%7D%7D%40media%20%28min%2Dwidth%3A992px%29%20and%20%28max%2Dwidth%3A1199px%29%7B%2Evisible%2Dmd%2Dinline%2Dblock%7Bdisplay%3Ainline%2Dblock%21important%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Evisible%2Dlg%7Bdisplay%3Ablock%21important%7Dtable%2Evisible%2Dlg%7Bdisplay%3Atable%21important%7Dtr%2Evisible%2Dlg%7Bdisplay%3Atable%2Drow%21important%7Dtd%2Evisible%2Dlg%2Cth%2Evisible%2Dlg%7Bdisplay%3Atable%2Dcell%21important%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Evisible%2Dlg%2Dblock%7Bdisplay%3Ablock%21important%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Evisible%2Dlg%2Dinline%7Bdisplay%3Ainline%21important%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Evisible%2Dlg%2Dinline%2Dblock%7Bdisplay%3Ainline%2Dblock%21important%7D%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Ehidden%2Dxs%7Bdisplay%3Anone%21important%7D%7D%40media%20%28min%2Dwidth%3A768px%29%20and%20%28max%2Dwidth%3A991px%29%7B%2Ehidden%2Dsm%7Bdisplay%3Anone%21important%7D%7D%40media%20%28min%2Dwidth%3A992px%29%20and%20%28max%2Dwidth%3A1199px%29%7B%2Ehidden%2Dmd%7Bdisplay%3Anone%21important%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Ehidden%2Dlg%7Bdisplay%3Anone%21important%7D%7D%2Evisible%2Dprint%7Bdisplay%3Anone%21important%7D%40media%20print%7B%2Evisible%2Dprint%7Bdisplay%3Ablock%21important%7Dtable%2Evisible%2Dprint%7Bdisplay%3Atable%21important%7Dtr%2Evisible%2Dprint%7Bdisplay%3Atable%2Drow%21important%7Dtd%2Evisible%2Dprint%2Cth%2Evisible%2Dprint%7Bdisplay%3Atable%2Dcell%21important%7D%7D%2Evisible%2Dprint%2Dblock%7Bdisplay%3Anone%21important%7D%40media%20print%7B%2Evisible%2Dprint%2Dblock%7Bdisplay%3Ablock%21important%7D%7D%2Evisible%2Dprint%2Dinline%7Bdisplay%3Anone%21important%7D%40media%20print%7B%2Evisible%2Dprint%2Dinline%7Bdisplay%3Ainline%21important%7D%7D%2Evisible%2Dprint%2Dinline%2Dblock%7Bdisplay%3Anone%21important%7D%40media%20print%7B%2Evisible%2Dprint%2Dinline%2Dblock%7Bdisplay%3Ainline%2Dblock%21important%7D%7D%40media%20print%7B%2Ehidden%2Dprint%7Bdisplay%3Anone%21important%7D%7D%0A" rel="stylesheet" /> <script src="data:application/javascript;base64,/*!
 * Bootstrap v3.3.5 (http://getbootstrap.com)
 * Copyright 2011-2015 Twitter, Inc.
 * Licensed under the MIT license
 */
if("undefined"==typeof jQuery)throw new Error("Bootstrap's JavaScript requires jQuery");+function(a){"use strict";var b=a.fn.jquery.split(" ")[0].split(".");if(b[0]<2&&b[1]<9||1==b[0]&&9==b[1]&&b[2]<1)throw new Error("Bootstrap's JavaScript requires jQuery version 1.9.1 or higher")}(jQuery),+function(a){"use strict";function b(){var a=document.createElement("bootstrap"),b={WebkitTransition:"webkitTransitionEnd",MozTransition:"transitionend",OTransition:"oTransitionEnd otransitionend",transition:"transitionend"};for(var c in b)if(void 0!==a.style[c])return{end:b[c]};return!1}a.fn.emulateTransitionEnd=function(b){var c=!1,d=this;a(this).one("bsTransitionEnd",function(){c=!0});var e=function(){c||a(d).trigger(a.support.transition.end)};return setTimeout(e,b),this},a(function(){a.support.transition=b(),a.support.transition&&(a.event.special.bsTransitionEnd={bindType:a.support.transition.end,delegateType:a.support.transition.end,handle:function(b){return a(b.target).is(this)?b.handleObj.handler.apply(this,arguments):void 0}})})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var c=a(this),e=c.data("bs.alert");e||c.data("bs.alert",e=new d(this)),"string"==typeof b&&e[b].call(c)})}var c='[data-dismiss="alert"]',d=function(b){a(b).on("click",c,this.close)};d.VERSION="3.3.5",d.TRANSITION_DURATION=150,d.prototype.close=function(b){function c(){g.detach().trigger("closed.bs.alert").remove()}var e=a(this),f=e.attr("data-target");f||(f=e.attr("href"),f=f&&f.replace(/.*(?=#[^\s]*$)/,""));var g=a(f);b&&b.preventDefault(),g.length||(g=e.closest(".alert")),g.trigger(b=a.Event("close.bs.alert")),b.isDefaultPrevented()||(g.removeClass("in"),a.support.transition&&g.hasClass("fade")?g.one("bsTransitionEnd",c).emulateTransitionEnd(d.TRANSITION_DURATION):c())};var e=a.fn.alert;a.fn.alert=b,a.fn.alert.Constructor=d,a.fn.alert.noConflict=function(){return a.fn.alert=e,this},a(document).on("click.bs.alert.data-api",c,d.prototype.close)}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.button"),f="object"==typeof b&&b;e||d.data("bs.button",e=new c(this,f)),"toggle"==b?e.toggle():b&&e.setState(b)})}var c=function(b,d){this.$element=a(b),this.options=a.extend({},c.DEFAULTS,d),this.isLoading=!1};c.VERSION="3.3.5",c.DEFAULTS={loadingText:"loading..."},c.prototype.setState=function(b){var c="disabled",d=this.$element,e=d.is("input")?"val":"html",f=d.data();b+="Text",null==f.resetText&&d.data("resetText",d[e]()),setTimeout(a.proxy(function(){d[e](null==f[b]?this.options[b]:f[b]),"loadingText"==b?(this.isLoading=!0,d.addClass(c).attr(c,c)):this.isLoading&&(this.isLoading=!1,d.removeClass(c).removeAttr(c))},this),0)},c.prototype.toggle=function(){var a=!0,b=this.$element.closest('[data-toggle="buttons"]');if(b.length){var c=this.$element.find("input");"radio"==c.prop("type")?(c.prop("checked")&&(a=!1),b.find(".active").removeClass("active"),this.$element.addClass("active")):"checkbox"==c.prop("type")&&(c.prop("checked")!==this.$element.hasClass("active")&&(a=!1),this.$element.toggleClass("active")),c.prop("checked",this.$element.hasClass("active")),a&&c.trigger("change")}else this.$element.attr("aria-pressed",!this.$element.hasClass("active")),this.$element.toggleClass("active")};var d=a.fn.button;a.fn.button=b,a.fn.button.Constructor=c,a.fn.button.noConflict=function(){return a.fn.button=d,this},a(document).on("click.bs.button.data-api",'[data-toggle^="button"]',function(c){var d=a(c.target);d.hasClass("btn")||(d=d.closest(".btn")),b.call(d,"toggle"),a(c.target).is('input[type="radio"]')||a(c.target).is('input[type="checkbox"]')||c.preventDefault()}).on("focus.bs.button.data-api blur.bs.button.data-api",'[data-toggle^="button"]',function(b){a(b.target).closest(".btn").toggleClass("focus",/^focus(in)?$/.test(b.type))})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.carousel"),f=a.extend({},c.DEFAULTS,d.data(),"object"==typeof b&&b),g="string"==typeof b?b:f.slide;e||d.data("bs.carousel",e=new c(this,f)),"number"==typeof b?e.to(b):g?e[g]():f.interval&&e.pause().cycle()})}var c=function(b,c){this.$element=a(b),this.$indicators=this.$element.find(".carousel-indicators"),this.options=c,this.paused=null,this.sliding=null,this.interval=null,this.$active=null,this.$items=null,this.options.keyboard&&this.$element.on("keydown.bs.carousel",a.proxy(this.keydown,this)),"hover"==this.options.pause&&!("ontouchstart"in document.documentElement)&&this.$element.on("mouseenter.bs.carousel",a.proxy(this.pause,this)).on("mouseleave.bs.carousel",a.proxy(this.cycle,this))};c.VERSION="3.3.5",c.TRANSITION_DURATION=600,c.DEFAULTS={interval:5e3,pause:"hover",wrap:!0,keyboard:!0},c.prototype.keydown=function(a){if(!/input|textarea/i.test(a.target.tagName)){switch(a.which){case 37:this.prev();break;case 39:this.next();break;default:return}a.preventDefault()}},c.prototype.cycle=function(b){return b||(this.paused=!1),this.interval&&clearInterval(this.interval),this.options.interval&&!this.paused&&(this.interval=setInterval(a.proxy(this.next,this),this.options.interval)),this},c.prototype.getItemIndex=function(a){return this.$items=a.parent().children(".item"),this.$items.index(a||this.$active)},c.prototype.getItemForDirection=function(a,b){var c=this.getItemIndex(b),d="prev"==a&&0===c||"next"==a&&c==this.$items.length-1;if(d&&!this.options.wrap)return b;var e="prev"==a?-1:1,f=(c+e)%this.$items.length;return this.$items.eq(f)},c.prototype.to=function(a){var b=this,c=this.getItemIndex(this.$active=this.$element.find(".item.active"));return a>this.$items.length-1||0>a?void 0:this.sliding?this.$element.one("slid.bs.carousel",function(){b.to(a)}):c==a?this.pause().cycle():this.slide(a>c?"next":"prev",this.$items.eq(a))},c.prototype.pause=function(b){return b||(this.paused=!0),this.$element.find(".next, .prev").length&&a.support.transition&&(this.$element.trigger(a.support.transition.end),this.cycle(!0)),this.interval=clearInterval(this.interval),this},c.prototype.next=function(){return this.sliding?void 0:this.slide("next")},c.prototype.prev=function(){return this.sliding?void 0:this.slide("prev")},c.prototype.slide=function(b,d){var e=this.$element.find(".item.active"),f=d||this.getItemForDirection(b,e),g=this.interval,h="next"==b?"left":"right",i=this;if(f.hasClass("active"))return this.sliding=!1;var j=f[0],k=a.Event("slide.bs.carousel",{relatedTarget:j,direction:h});if(this.$element.trigger(k),!k.isDefaultPrevented()){if(this.sliding=!0,g&&this.pause(),this.$indicators.length){this.$indicators.find(".active").removeClass("active");var l=a(this.$indicators.children()[this.getItemIndex(f)]);l&&l.addClass("active")}var m=a.Event("slid.bs.carousel",{relatedTarget:j,direction:h});return a.support.transition&&this.$element.hasClass("slide")?(f.addClass(b),f[0].offsetWidth,e.addClass(h),f.addClass(h),e.one("bsTransitionEnd",function(){f.removeClass([b,h].join(" ")).addClass("active"),e.removeClass(["active",h].join(" ")),i.sliding=!1,setTimeout(function(){i.$element.trigger(m)},0)}).emulateTransitionEnd(c.TRANSITION_DURATION)):(e.removeClass("active"),f.addClass("active"),this.sliding=!1,this.$element.trigger(m)),g&&this.cycle(),this}};var d=a.fn.carousel;a.fn.carousel=b,a.fn.carousel.Constructor=c,a.fn.carousel.noConflict=function(){return a.fn.carousel=d,this};var e=function(c){var d,e=a(this),f=a(e.attr("data-target")||(d=e.attr("href"))&&d.replace(/.*(?=#[^\s]+$)/,""));if(f.hasClass("carousel")){var g=a.extend({},f.data(),e.data()),h=e.attr("data-slide-to");h&&(g.interval=!1),b.call(f,g),h&&f.data("bs.carousel").to(h),c.preventDefault()}};a(document).on("click.bs.carousel.data-api","[data-slide]",e).on("click.bs.carousel.data-api","[data-slide-to]",e),a(window).on("load",function(){a('[data-ride="carousel"]').each(function(){var c=a(this);b.call(c,c.data())})})}(jQuery),+function(a){"use strict";function b(b){var c,d=b.attr("data-target")||(c=b.attr("href"))&&c.replace(/.*(?=#[^\s]+$)/,"");return a(d)}function c(b){return this.each(function(){var c=a(this),e=c.data("bs.collapse"),f=a.extend({},d.DEFAULTS,c.data(),"object"==typeof b&&b);!e&&f.toggle&&/show|hide/.test(b)&&(f.toggle=!1),e||c.data("bs.collapse",e=new d(this,f)),"string"==typeof b&&e[b]()})}var d=function(b,c){this.$element=a(b),this.options=a.extend({},d.DEFAULTS,c),this.$trigger=a('[data-toggle="collapse"][href="#'+b.id+'"],[data-toggle="collapse"][data-target="#'+b.id+'"]'),this.transitioning=null,this.options.parent?this.$parent=this.getParent():this.addAriaAndCollapsedClass(this.$element,this.$trigger),this.options.toggle&&this.toggle()};d.VERSION="3.3.5",d.TRANSITION_DURATION=350,d.DEFAULTS={toggle:!0},d.prototype.dimension=function(){var a=this.$element.hasClass("width");return a?"width":"height"},d.prototype.show=function(){if(!this.transitioning&&!this.$element.hasClass("in")){var b,e=this.$parent&&this.$parent.children(".panel").children(".in, .collapsing");if(!(e&&e.length&&(b=e.data("bs.collapse"),b&&b.transitioning))){var f=a.Event("show.bs.collapse");if(this.$element.trigger(f),!f.isDefaultPrevented()){e&&e.length&&(c.call(e,"hide"),b||e.data("bs.collapse",null));var g=this.dimension();this.$element.removeClass("collapse").addClass("collapsing")[g](0).attr("aria-expanded",!0),this.$trigger.removeClass("collapsed").attr("aria-expanded",!0),this.transitioning=1;var h=function(){this.$element.removeClass("collapsing").addClass("collapse in")[g](""),this.transitioning=0,this.$element.trigger("shown.bs.collapse")};if(!a.support.transition)return h.call(this);var i=a.camelCase(["scroll",g].join("-"));this.$element.one("bsTransitionEnd",a.proxy(h,this)).emulateTransitionEnd(d.TRANSITION_DURATION)[g](this.$element[0][i])}}}},d.prototype.hide=function(){if(!this.transitioning&&this.$element.hasClass("in")){var b=a.Event("hide.bs.collapse");if(this.$element.trigger(b),!b.isDefaultPrevented()){var c=this.dimension();this.$element[c](this.$element[c]())[0].offsetHeight,this.$element.addClass("collapsing").removeClass("collapse in").attr("aria-expanded",!1),this.$trigger.addClass("collapsed").attr("aria-expanded",!1),this.transitioning=1;var e=function(){this.transitioning=0,this.$element.removeClass("collapsing").addClass("collapse").trigger("hidden.bs.collapse")};return a.support.transition?void this.$element[c](0).one("bsTransitionEnd",a.proxy(e,this)).emulateTransitionEnd(d.TRANSITION_DURATION):e.call(this)}}},d.prototype.toggle=function(){this[this.$element.hasClass("in")?"hide":"show"]()},d.prototype.getParent=function(){return a(this.options.parent).find('[data-toggle="collapse"][data-parent="'+this.options.parent+'"]').each(a.proxy(function(c,d){var e=a(d);this.addAriaAndCollapsedClass(b(e),e)},this)).end()},d.prototype.addAriaAndCollapsedClass=function(a,b){var c=a.hasClass("in");a.attr("aria-expanded",c),b.toggleClass("collapsed",!c).attr("aria-expanded",c)};var e=a.fn.collapse;a.fn.collapse=c,a.fn.collapse.Constructor=d,a.fn.collapse.noConflict=function(){return a.fn.collapse=e,this},a(document).on("click.bs.collapse.data-api",'[data-toggle="collapse"]',function(d){var e=a(this);e.attr("data-target")||d.preventDefault();var f=b(e),g=f.data("bs.collapse"),h=g?"toggle":e.data();c.call(f,h)})}(jQuery),+function(a){"use strict";function b(b){var c=b.attr("data-target");c||(c=b.attr("href"),c=c&&/#[A-Za-z]/.test(c)&&c.replace(/.*(?=#[^\s]*$)/,""));var d=c&&a(c);return d&&d.length?d:b.parent()}function c(c){c&&3===c.which||(a(e).remove(),a(f).each(function(){var d=a(this),e=b(d),f={relatedTarget:this};e.hasClass("open")&&(c&&"click"==c.type&&/input|textarea/i.test(c.target.tagName)&&a.contains(e[0],c.target)||(e.trigger(c=a.Event("hide.bs.dropdown",f)),c.isDefaultPrevented()||(d.attr("aria-expanded","false"),e.removeClass("open").trigger("hidden.bs.dropdown",f))))}))}function d(b){return this.each(function(){var c=a(this),d=c.data("bs.dropdown");d||c.data("bs.dropdown",d=new g(this)),"string"==typeof b&&d[b].call(c)})}var e=".dropdown-backdrop",f='[data-toggle="dropdown"]',g=function(b){a(b).on("click.bs.dropdown",this.toggle)};g.VERSION="3.3.5",g.prototype.toggle=function(d){var e=a(this);if(!e.is(".disabled, :disabled")){var f=b(e),g=f.hasClass("open");if(c(),!g){"ontouchstart"in document.documentElement&&!f.closest(".navbar-nav").length&&a(document.createElement("div")).addClass("dropdown-backdrop").insertAfter(a(this)).on("click",c);var h={relatedTarget:this};if(f.trigger(d=a.Event("show.bs.dropdown",h)),d.isDefaultPrevented())return;e.trigger("focus").attr("aria-expanded","true"),f.toggleClass("open").trigger("shown.bs.dropdown",h)}return!1}},g.prototype.keydown=function(c){if(/(38|40|27|32)/.test(c.which)&&!/input|textarea/i.test(c.target.tagName)){var d=a(this);if(c.preventDefault(),c.stopPropagation(),!d.is(".disabled, :disabled")){var e=b(d),g=e.hasClass("open");if(!g&&27!=c.which||g&&27==c.which)return 27==c.which&&e.find(f).trigger("focus"),d.trigger("click");var h=" li:not(.disabled):visible a",i=e.find(".dropdown-menu"+h);if(i.length){var j=i.index(c.target);38==c.which&&j>0&&j--,40==c.which&&j<i.length-1&&j++,~j||(j=0),i.eq(j).trigger("focus")}}}};var h=a.fn.dropdown;a.fn.dropdown=d,a.fn.dropdown.Constructor=g,a.fn.dropdown.noConflict=function(){return a.fn.dropdown=h,this},a(document).on("click.bs.dropdown.data-api",c).on("click.bs.dropdown.data-api",".dropdown form",function(a){a.stopPropagation()}).on("click.bs.dropdown.data-api",f,g.prototype.toggle).on("keydown.bs.dropdown.data-api",f,g.prototype.keydown).on("keydown.bs.dropdown.data-api",".dropdown-menu",g.prototype.keydown)}(jQuery),+function(a){"use strict";function b(b,d){return this.each(function(){var e=a(this),f=e.data("bs.modal"),g=a.extend({},c.DEFAULTS,e.data(),"object"==typeof b&&b);f||e.data("bs.modal",f=new c(this,g)),"string"==typeof b?f[b](d):g.show&&f.show(d)})}var c=function(b,c){this.options=c,this.$body=a(document.body),this.$element=a(b),this.$dialog=this.$element.find(".modal-dialog"),this.$backdrop=null,this.isShown=null,this.originalBodyPad=null,this.scrollbarWidth=0,this.ignoreBackdropClick=!1,this.options.remote&&this.$element.find(".modal-content").load(this.options.remote,a.proxy(function(){this.$element.trigger("loaded.bs.modal")},this))};c.VERSION="3.3.5",c.TRANSITION_DURATION=300,c.BACKDROP_TRANSITION_DURATION=150,c.DEFAULTS={backdrop:!0,keyboard:!0,show:!0},c.prototype.toggle=function(a){return this.isShown?this.hide():this.show(a)},c.prototype.show=function(b){var d=this,e=a.Event("show.bs.modal",{relatedTarget:b});this.$element.trigger(e),this.isShown||e.isDefaultPrevented()||(this.isShown=!0,this.checkScrollbar(),this.setScrollbar(),this.$body.addClass("modal-open"),this.escape(),this.resize(),this.$element.on("click.dismiss.bs.modal",'[data-dismiss="modal"]',a.proxy(this.hide,this)),this.$dialog.on("mousedown.dismiss.bs.modal",function(){d.$element.one("mouseup.dismiss.bs.modal",function(b){a(b.target).is(d.$element)&&(d.ignoreBackdropClick=!0)})}),this.backdrop(function(){var e=a.support.transition&&d.$element.hasClass("fade");d.$element.parent().length||d.$element.appendTo(d.$body),d.$element.show().scrollTop(0),d.adjustDialog(),e&&d.$element[0].offsetWidth,d.$element.addClass("in"),d.enforceFocus();var f=a.Event("shown.bs.modal",{relatedTarget:b});e?d.$dialog.one("bsTransitionEnd",function(){d.$element.trigger("focus").trigger(f)}).emulateTransitionEnd(c.TRANSITION_DURATION):d.$element.trigger("focus").trigger(f)}))},c.prototype.hide=function(b){b&&b.preventDefault(),b=a.Event("hide.bs.modal"),this.$element.trigger(b),this.isShown&&!b.isDefaultPrevented()&&(this.isShown=!1,this.escape(),this.resize(),a(document).off("focusin.bs.modal"),this.$element.removeClass("in").off("click.dismiss.bs.modal").off("mouseup.dismiss.bs.modal"),this.$dialog.off("mousedown.dismiss.bs.modal"),a.support.transition&&this.$element.hasClass("fade")?this.$element.one("bsTransitionEnd",a.proxy(this.hideModal,this)).emulateTransitionEnd(c.TRANSITION_DURATION):this.hideModal())},c.prototype.enforceFocus=function(){a(document).off("focusin.bs.modal").on("focusin.bs.modal",a.proxy(function(a){this.$element[0]===a.target||this.$element.has(a.target).length||this.$element.trigger("focus")},this))},c.prototype.escape=function(){this.isShown&&this.options.keyboard?this.$element.on("keydown.dismiss.bs.modal",a.proxy(function(a){27==a.which&&this.hide()},this)):this.isShown||this.$element.off("keydown.dismiss.bs.modal")},c.prototype.resize=function(){this.isShown?a(window).on("resize.bs.modal",a.proxy(this.handleUpdate,this)):a(window).off("resize.bs.modal")},c.prototype.hideModal=function(){var a=this;this.$element.hide(),this.backdrop(function(){a.$body.removeClass("modal-open"),a.resetAdjustments(),a.resetScrollbar(),a.$element.trigger("hidden.bs.modal")})},c.prototype.removeBackdrop=function(){this.$backdrop&&this.$backdrop.remove(),this.$backdrop=null},c.prototype.backdrop=function(b){var d=this,e=this.$element.hasClass("fade")?"fade":"";if(this.isShown&&this.options.backdrop){var f=a.support.transition&&e;if(this.$backdrop=a(document.createElement("div")).addClass("modal-backdrop "+e).appendTo(this.$body),this.$element.on("click.dismiss.bs.modal",a.proxy(function(a){return this.ignoreBackdropClick?void(this.ignoreBackdropClick=!1):void(a.target===a.currentTarget&&("static"==this.options.backdrop?this.$element[0].focus():this.hide()))},this)),f&&this.$backdrop[0].offsetWidth,this.$backdrop.addClass("in"),!b)return;f?this.$backdrop.one("bsTransitionEnd",b).emulateTransitionEnd(c.BACKDROP_TRANSITION_DURATION):b()}else if(!this.isShown&&this.$backdrop){this.$backdrop.removeClass("in");var g=function(){d.removeBackdrop(),b&&b()};a.support.transition&&this.$element.hasClass("fade")?this.$backdrop.one("bsTransitionEnd",g).emulateTransitionEnd(c.BACKDROP_TRANSITION_DURATION):g()}else b&&b()},c.prototype.handleUpdate=function(){this.adjustDialog()},c.prototype.adjustDialog=function(){var a=this.$element[0].scrollHeight>document.documentElement.clientHeight;this.$element.css({paddingLeft:!this.bodyIsOverflowing&&a?this.scrollbarWidth:"",paddingRight:this.bodyIsOverflowing&&!a?this.scrollbarWidth:""})},c.prototype.resetAdjustments=function(){this.$element.css({paddingLeft:"",paddingRight:""})},c.prototype.checkScrollbar=function(){var a=window.innerWidth;if(!a){var b=document.documentElement.getBoundingClientRect();a=b.right-Math.abs(b.left)}this.bodyIsOverflowing=document.body.clientWidth<a,this.scrollbarWidth=this.measureScrollbar()},c.prototype.setScrollbar=function(){var a=parseInt(this.$body.css("padding-right")||0,10);this.originalBodyPad=document.body.style.paddingRight||"",this.bodyIsOverflowing&&this.$body.css("padding-right",a+this.scrollbarWidth)},c.prototype.resetScrollbar=function(){this.$body.css("padding-right",this.originalBodyPad)},c.prototype.measureScrollbar=function(){var a=document.createElement("div");a.className="modal-scrollbar-measure",this.$body.append(a);var b=a.offsetWidth-a.clientWidth;return this.$body[0].removeChild(a),b};var d=a.fn.modal;a.fn.modal=b,a.fn.modal.Constructor=c,a.fn.modal.noConflict=function(){return a.fn.modal=d,this},a(document).on("click.bs.modal.data-api",'[data-toggle="modal"]',function(c){var d=a(this),e=d.attr("href"),f=a(d.attr("data-target")||e&&e.replace(/.*(?=#[^\s]+$)/,"")),g=f.data("bs.modal")?"toggle":a.extend({remote:!/#/.test(e)&&e},f.data(),d.data());d.is("a")&&c.preventDefault(),f.one("show.bs.modal",function(a){a.isDefaultPrevented()||f.one("hidden.bs.modal",function(){d.is(":visible")&&d.trigger("focus")})}),b.call(f,g,this)})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.tooltip"),f="object"==typeof b&&b;(e||!/destroy|hide/.test(b))&&(e||d.data("bs.tooltip",e=new c(this,f)),"string"==typeof b&&e[b]())})}var c=function(a,b){this.type=null,this.options=null,this.enabled=null,this.timeout=null,this.hoverState=null,this.$element=null,this.inState=null,this.init("tooltip",a,b)};c.VERSION="3.3.5",c.TRANSITION_DURATION=150,c.DEFAULTS={animation:!0,placement:"top",selector:!1,template:'<div class="tooltip" role="tooltip"><div class="tooltip-arrow"></div><div class="tooltip-inner"></div></div>',trigger:"hover focus",title:"",delay:0,html:!1,container:!1,viewport:{selector:"body",padding:0}},c.prototype.init=function(b,c,d){if(this.enabled=!0,this.type=b,this.$element=a(c),this.options=this.getOptions(d),this.$viewport=this.options.viewport&&a(a.isFunction(this.options.viewport)?this.options.viewport.call(this,this.$element):this.options.viewport.selector||this.options.viewport),this.inState={click:!1,hover:!1,focus:!1},this.$element[0]instanceof document.constructor&&!this.options.selector)throw new Error("`selector` option must be specified when initializing "+this.type+" on the window.document object!");for(var e=this.options.trigger.split(" "),f=e.length;f--;){var g=e[f];if("click"==g)this.$element.on("click."+this.type,this.options.selector,a.proxy(this.toggle,this));else if("manual"!=g){var h="hover"==g?"mouseenter":"focusin",i="hover"==g?"mouseleave":"focusout";this.$element.on(h+"."+this.type,this.options.selector,a.proxy(this.enter,this)),this.$element.on(i+"."+this.type,this.options.selector,a.proxy(this.leave,this))}}this.options.selector?this._options=a.extend({},this.options,{trigger:"manual",selector:""}):this.fixTitle()},c.prototype.getDefaults=function(){return c.DEFAULTS},c.prototype.getOptions=function(b){return b=a.extend({},this.getDefaults(),this.$element.data(),b),b.delay&&"number"==typeof b.delay&&(b.delay={show:b.delay,hide:b.delay}),b},c.prototype.getDelegateOptions=function(){var b={},c=this.getDefaults();return this._options&&a.each(this._options,function(a,d){c[a]!=d&&(b[a]=d)}),b},c.prototype.enter=function(b){var c=b instanceof this.constructor?b:a(b.currentTarget).data("bs."+this.type);return c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c)),b instanceof a.Event&&(c.inState["focusin"==b.type?"focus":"hover"]=!0),c.tip().hasClass("in")||"in"==c.hoverState?void(c.hoverState="in"):(clearTimeout(c.timeout),c.hoverState="in",c.options.delay&&c.options.delay.show?void(c.timeout=setTimeout(function(){"in"==c.hoverState&&c.show()},c.options.delay.show)):c.show())},c.prototype.isInStateTrue=function(){for(var a in this.inState)if(this.inState[a])return!0;return!1},c.prototype.leave=function(b){var c=b instanceof this.constructor?b:a(b.currentTarget).data("bs."+this.type);return c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c)),b instanceof a.Event&&(c.inState["focusout"==b.type?"focus":"hover"]=!1),c.isInStateTrue()?void 0:(clearTimeout(c.timeout),c.hoverState="out",c.options.delay&&c.options.delay.hide?void(c.timeout=setTimeout(function(){"out"==c.hoverState&&c.hide()},c.options.delay.hide)):c.hide())},c.prototype.show=function(){var b=a.Event("show.bs."+this.type);if(this.hasContent()&&this.enabled){this.$element.trigger(b);var d=a.contains(this.$element[0].ownerDocument.documentElement,this.$element[0]);if(b.isDefaultPrevented()||!d)return;var e=this,f=this.tip(),g=this.getUID(this.type);this.setContent(),f.attr("id",g),this.$element.attr("aria-describedby",g),this.options.animation&&f.addClass("fade");var h="function"==typeof this.options.placement?this.options.placement.call(this,f[0],this.$element[0]):this.options.placement,i=/\s?auto?\s?/i,j=i.test(h);j&&(h=h.replace(i,"")||"top"),f.detach().css({top:0,left:0,display:"block"}).addClass(h).data("bs."+this.type,this),this.options.container?f.appendTo(this.options.container):f.insertAfter(this.$element),this.$element.trigger("inserted.bs."+this.type);var k=this.getPosition(),l=f[0].offsetWidth,m=f[0].offsetHeight;if(j){var n=h,o=this.getPosition(this.$viewport);h="bottom"==h&&k.bottom+m>o.bottom?"top":"top"==h&&k.top-m<o.top?"bottom":"right"==h&&k.right+l>o.width?"left":"left"==h&&k.left-l<o.left?"right":h,f.removeClass(n).addClass(h)}var p=this.getCalculatedOffset(h,k,l,m);this.applyPlacement(p,h);var q=function(){var a=e.hoverState;e.$element.trigger("shown.bs."+e.type),e.hoverState=null,"out"==a&&e.leave(e)};a.support.transition&&this.$tip.hasClass("fade")?f.one("bsTransitionEnd",q).emulateTransitionEnd(c.TRANSITION_DURATION):q()}},c.prototype.applyPlacement=function(b,c){var d=this.tip(),e=d[0].offsetWidth,f=d[0].offsetHeight,g=parseInt(d.css("margin-top"),10),h=parseInt(d.css("margin-left"),10);isNaN(g)&&(g=0),isNaN(h)&&(h=0),b.top+=g,b.left+=h,a.offset.setOffset(d[0],a.extend({using:function(a){d.css({top:Math.round(a.top),left:Math.round(a.left)})}},b),0),d.addClass("in");var i=d[0].offsetWidth,j=d[0].offsetHeight;"top"==c&&j!=f&&(b.top=b.top+f-j);var k=this.getViewportAdjustedDelta(c,b,i,j);k.left?b.left+=k.left:b.top+=k.top;var l=/top|bottom/.test(c),m=l?2*k.left-e+i:2*k.top-f+j,n=l?"offsetWidth":"offsetHeight";d.offset(b),this.replaceArrow(m,d[0][n],l)},c.prototype.replaceArrow=function(a,b,c){this.arrow().css(c?"left":"top",50*(1-a/b)+"%").css(c?"top":"left","")},c.prototype.setContent=function(){var a=this.tip(),b=this.getTitle();a.find(".tooltip-inner")[this.options.html?"html":"text"](b),a.removeClass("fade in top bottom left right")},c.prototype.hide=function(b){function d(){"in"!=e.hoverState&&f.detach(),e.$element.removeAttr("aria-describedby").trigger("hidden.bs."+e.type),b&&b()}var e=this,f=a(this.$tip),g=a.Event("hide.bs."+this.type);return this.$element.trigger(g),g.isDefaultPrevented()?void 0:(f.removeClass("in"),a.support.transition&&f.hasClass("fade")?f.one("bsTransitionEnd",d).emulateTransitionEnd(c.TRANSITION_DURATION):d(),this.hoverState=null,this)},c.prototype.fixTitle=function(){var a=this.$element;(a.attr("title")||"string"!=typeof a.attr("data-original-title"))&&a.attr("data-original-title",a.attr("title")||"").attr("title","")},c.prototype.hasContent=function(){return this.getTitle()},c.prototype.getPosition=function(b){b=b||this.$element;var c=b[0],d="BODY"==c.tagName,e=c.getBoundingClientRect();null==e.width&&(e=a.extend({},e,{width:e.right-e.left,height:e.bottom-e.top}));var f=d?{top:0,left:0}:b.offset(),g={scroll:d?document.documentElement.scrollTop||document.body.scrollTop:b.scrollTop()},h=d?{width:a(window).width(),height:a(window).height()}:null;return a.extend({},e,g,h,f)},c.prototype.getCalculatedOffset=function(a,b,c,d){return"bottom"==a?{top:b.top+b.height,left:b.left+b.width/2-c/2}:"top"==a?{top:b.top-d,left:b.left+b.width/2-c/2}:"left"==a?{top:b.top+b.height/2-d/2,left:b.left-c}:{top:b.top+b.height/2-d/2,left:b.left+b.width}},c.prototype.getViewportAdjustedDelta=function(a,b,c,d){var e={top:0,left:0};if(!this.$viewport)return e;var f=this.options.viewport&&this.options.viewport.padding||0,g=this.getPosition(this.$viewport);if(/right|left/.test(a)){var h=b.top-f-g.scroll,i=b.top+f-g.scroll+d;h<g.top?e.top=g.top-h:i>g.top+g.height&&(e.top=g.top+g.height-i)}else{var j=b.left-f,k=b.left+f+c;j<g.left?e.left=g.left-j:k>g.right&&(e.left=g.left+g.width-k)}return e},c.prototype.getTitle=function(){var a,b=this.$element,c=this.options;return a=b.attr("data-original-title")||("function"==typeof c.title?c.title.call(b[0]):c.title)},c.prototype.getUID=function(a){do a+=~~(1e6*Math.random());while(document.getElementById(a));return a},c.prototype.tip=function(){if(!this.$tip&&(this.$tip=a(this.options.template),1!=this.$tip.length))throw new Error(this.type+" `template` option must consist of exactly 1 top-level element!");return this.$tip},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(".tooltip-arrow")},c.prototype.enable=function(){this.enabled=!0},c.prototype.disable=function(){this.enabled=!1},c.prototype.toggleEnabled=function(){this.enabled=!this.enabled},c.prototype.toggle=function(b){var c=this;b&&(c=a(b.currentTarget).data("bs."+this.type),c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c))),b?(c.inState.click=!c.inState.click,c.isInStateTrue()?c.enter(c):c.leave(c)):c.tip().hasClass("in")?c.leave(c):c.enter(c)},c.prototype.destroy=function(){var a=this;clearTimeout(this.timeout),this.hide(function(){a.$element.off("."+a.type).removeData("bs."+a.type),a.$tip&&a.$tip.detach(),a.$tip=null,a.$arrow=null,a.$viewport=null})};var d=a.fn.tooltip;a.fn.tooltip=b,a.fn.tooltip.Constructor=c,a.fn.tooltip.noConflict=function(){return a.fn.tooltip=d,this}}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.popover"),f="object"==typeof b&&b;(e||!/destroy|hide/.test(b))&&(e||d.data("bs.popover",e=new c(this,f)),"string"==typeof b&&e[b]())})}var c=function(a,b){this.init("popover",a,b)};if(!a.fn.tooltip)throw new Error("Popover requires tooltip.js");c.VERSION="3.3.5",c.DEFAULTS=a.extend({},a.fn.tooltip.Constructor.DEFAULTS,{placement:"right",trigger:"click",content:"",template:'<div class="popover" role="tooltip"><div class="arrow"></div><h3 class="popover-title"></h3><div class="popover-content"></div></div>'}),c.prototype=a.extend({},a.fn.tooltip.Constructor.prototype),c.prototype.constructor=c,c.prototype.getDefaults=function(){return c.DEFAULTS},c.prototype.setContent=function(){var a=this.tip(),b=this.getTitle(),c=this.getContent();a.find(".popover-title")[this.options.html?"html":"text"](b),a.find(".popover-content").children().detach().end()[this.options.html?"string"==typeof c?"html":"append":"text"](c),a.removeClass("fade top bottom left right in"),a.find(".popover-title").html()||a.find(".popover-title").hide()},c.prototype.hasContent=function(){return this.getTitle()||this.getContent()},c.prototype.getContent=function(){var a=this.$element,b=this.options;return a.attr("data-content")||("function"==typeof b.content?b.content.call(a[0]):b.content)},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(".arrow")};var d=a.fn.popover;a.fn.popover=b,a.fn.popover.Constructor=c,a.fn.popover.noConflict=function(){return a.fn.popover=d,this}}(jQuery),+function(a){"use strict";function b(c,d){this.$body=a(document.body),this.$scrollElement=a(a(c).is(document.body)?window:c),this.options=a.extend({},b.DEFAULTS,d),this.selector=(this.options.target||"")+" .nav li > a",this.offsets=[],this.targets=[],this.activeTarget=null,this.scrollHeight=0,this.$scrollElement.on("scroll.bs.scrollspy",a.proxy(this.process,this)),this.refresh(),this.process()}function c(c){return this.each(function(){var d=a(this),e=d.data("bs.scrollspy"),f="object"==typeof c&&c;e||d.data("bs.scrollspy",e=new b(this,f)),"string"==typeof c&&e[c]()})}b.VERSION="3.3.5",b.DEFAULTS={offset:10},b.prototype.getScrollHeight=function(){return this.$scrollElement[0].scrollHeight||Math.max(this.$body[0].scrollHeight,document.documentElement.scrollHeight)},b.prototype.refresh=function(){var b=this,c="offset",d=0;this.offsets=[],this.targets=[],this.scrollHeight=this.getScrollHeight(),a.isWindow(this.$scrollElement[0])||(c="position",d=this.$scrollElement.scrollTop()),this.$body.find(this.selector).map(function(){var b=a(this),e=b.data("target")||b.attr("href"),f=/^#./.test(e)&&a(e);return f&&f.length&&f.is(":visible")&&[[f[c]().top+d,e]]||null}).sort(function(a,b){return a[0]-b[0]}).each(function(){b.offsets.push(this[0]),b.targets.push(this[1])})},b.prototype.process=function(){var a,b=this.$scrollElement.scrollTop()+this.options.offset,c=this.getScrollHeight(),d=this.options.offset+c-this.$scrollElement.height(),e=this.offsets,f=this.targets,g=this.activeTarget;if(this.scrollHeight!=c&&this.refresh(),b>=d)return g!=(a=f[f.length-1])&&this.activate(a);if(g&&b<e[0])return this.activeTarget=null,this.clear();for(a=e.length;a--;)g!=f[a]&&b>=e[a]&&(void 0===e[a+1]||b<e[a+1])&&this.activate(f[a])},b.prototype.activate=function(b){this.activeTarget=b,this.clear();var c=this.selector+'[data-target="'+b+'"],'+this.selector+'[href="'+b+'"]',d=a(c).parents("li").addClass("active");d.parent(".dropdown-menu").length&&(d=d.closest("li.dropdown").addClass("active")),
d.trigger("activate.bs.scrollspy")},b.prototype.clear=function(){a(this.selector).parentsUntil(this.options.target,".active").removeClass("active")};var d=a.fn.scrollspy;a.fn.scrollspy=c,a.fn.scrollspy.Constructor=b,a.fn.scrollspy.noConflict=function(){return a.fn.scrollspy=d,this},a(window).on("load.bs.scrollspy.data-api",function(){a('[data-spy="scroll"]').each(function(){var b=a(this);c.call(b,b.data())})})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.tab");e||d.data("bs.tab",e=new c(this)),"string"==typeof b&&e[b]()})}var c=function(b){this.element=a(b)};c.VERSION="3.3.5",c.TRANSITION_DURATION=150,c.prototype.show=function(){var b=this.element,c=b.closest("ul:not(.dropdown-menu)"),d=b.data("target");if(d||(d=b.attr("href"),d=d&&d.replace(/.*(?=#[^\s]*$)/,"")),!b.parent("li").hasClass("active")){var e=c.find(".active:last a"),f=a.Event("hide.bs.tab",{relatedTarget:b[0]}),g=a.Event("show.bs.tab",{relatedTarget:e[0]});if(e.trigger(f),b.trigger(g),!g.isDefaultPrevented()&&!f.isDefaultPrevented()){var h=a(d);this.activate(b.closest("li"),c),this.activate(h,h.parent(),function(){e.trigger({type:"hidden.bs.tab",relatedTarget:b[0]}),b.trigger({type:"shown.bs.tab",relatedTarget:e[0]})})}}},c.prototype.activate=function(b,d,e){function f(){g.removeClass("active").find("> .dropdown-menu > .active").removeClass("active").end().find('[data-toggle="tab"]').attr("aria-expanded",!1),b.addClass("active").find('[data-toggle="tab"]').attr("aria-expanded",!0),h?(b[0].offsetWidth,b.addClass("in")):b.removeClass("fade"),b.parent(".dropdown-menu").length&&b.closest("li.dropdown").addClass("active").end().find('[data-toggle="tab"]').attr("aria-expanded",!0),e&&e()}var g=d.find("> .active"),h=e&&a.support.transition&&(g.length&&g.hasClass("fade")||!!d.find("> .fade").length);g.length&&h?g.one("bsTransitionEnd",f).emulateTransitionEnd(c.TRANSITION_DURATION):f(),g.removeClass("in")};var d=a.fn.tab;a.fn.tab=b,a.fn.tab.Constructor=c,a.fn.tab.noConflict=function(){return a.fn.tab=d,this};var e=function(c){c.preventDefault(),b.call(a(this),"show")};a(document).on("click.bs.tab.data-api",'[data-toggle="tab"]',e).on("click.bs.tab.data-api",'[data-toggle="pill"]',e)}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.affix"),f="object"==typeof b&&b;e||d.data("bs.affix",e=new c(this,f)),"string"==typeof b&&e[b]()})}var c=function(b,d){this.options=a.extend({},c.DEFAULTS,d),this.$target=a(this.options.target).on("scroll.bs.affix.data-api",a.proxy(this.checkPosition,this)).on("click.bs.affix.data-api",a.proxy(this.checkPositionWithEventLoop,this)),this.$element=a(b),this.affixed=null,this.unpin=null,this.pinnedOffset=null,this.checkPosition()};c.VERSION="3.3.5",c.RESET="affix affix-top affix-bottom",c.DEFAULTS={offset:0,target:window},c.prototype.getState=function(a,b,c,d){var e=this.$target.scrollTop(),f=this.$element.offset(),g=this.$target.height();if(null!=c&&"top"==this.affixed)return c>e?"top":!1;if("bottom"==this.affixed)return null!=c?e+this.unpin<=f.top?!1:"bottom":a-d>=e+g?!1:"bottom";var h=null==this.affixed,i=h?e:f.top,j=h?g:b;return null!=c&&c>=e?"top":null!=d&&i+j>=a-d?"bottom":!1},c.prototype.getPinnedOffset=function(){if(this.pinnedOffset)return this.pinnedOffset;this.$element.removeClass(c.RESET).addClass("affix");var a=this.$target.scrollTop(),b=this.$element.offset();return this.pinnedOffset=b.top-a},c.prototype.checkPositionWithEventLoop=function(){setTimeout(a.proxy(this.checkPosition,this),1)},c.prototype.checkPosition=function(){if(this.$element.is(":visible")){var b=this.$element.height(),d=this.options.offset,e=d.top,f=d.bottom,g=Math.max(a(document).height(),a(document.body).height());"object"!=typeof d&&(f=e=d),"function"==typeof e&&(e=d.top(this.$element)),"function"==typeof f&&(f=d.bottom(this.$element));var h=this.getState(g,b,e,f);if(this.affixed!=h){null!=this.unpin&&this.$element.css("top","");var i="affix"+(h?"-"+h:""),j=a.Event(i+".bs.affix");if(this.$element.trigger(j),j.isDefaultPrevented())return;this.affixed=h,this.unpin="bottom"==h?this.getPinnedOffset():null,this.$element.removeClass(c.RESET).addClass(i).trigger(i.replace("affix","affixed")+".bs.affix")}"bottom"==h&&this.$element.offset({top:g-b-f})}};var d=a.fn.affix;a.fn.affix=b,a.fn.affix.Constructor=c,a.fn.affix.noConflict=function(){return a.fn.affix=d,this},a(window).on("load",function(){a('[data-spy="affix"]').each(function(){var c=a(this),d=c.data();d.offset=d.offset||{},null!=d.offsetBottom&&(d.offset.bottom=d.offsetBottom),null!=d.offsetTop&&(d.offset.top=d.offsetTop),b.call(c,d)})})}(jQuery);"></script> <script src="data:application/javascript;base64,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"></script> <script src="data:application/javascript;base64,LyohIFJlc3BvbmQuanMgdjEuNC4yOiBtaW4vbWF4LXdpZHRoIG1lZGlhIHF1ZXJ5IHBvbHlmaWxsICogQ29weXJpZ2h0IDIwMTMgU2NvdHQgSmVobAogKiBMaWNlbnNlZCB1bmRlciBodHRwczovL2dpdGh1Yi5jb20vc2NvdHRqZWhsL1Jlc3BvbmQvYmxvYi9tYXN0ZXIvTElDRU5TRS1NSVQKICogICovCgovLyBPbmx5IHJ1biB0aGlzIGNvZGUgaW4gSUUgOAppZiAoISF3aW5kb3cubmF2aWdhdG9yLnVzZXJBZ2VudC5tYXRjaCgiTVNJRSA4IikpIHsKIWZ1bmN0aW9uKGEpeyJ1c2Ugc3RyaWN0IjthLm1hdGNoTWVkaWE9YS5tYXRjaE1lZGlhfHxmdW5jdGlvbihhKXt2YXIgYixjPWEuZG9jdW1lbnRFbGVtZW50LGQ9Yy5maXJzdEVsZW1lbnRDaGlsZHx8Yy5maXJzdENoaWxkLGU9YS5jcmVhdGVFbGVtZW50KCJib2R5IiksZj1hLmNyZWF0ZUVsZW1lbnQoImRpdiIpO3JldHVybiBmLmlkPSJtcS10ZXN0LTEiLGYuc3R5bGUuY3NzVGV4dD0icG9zaXRpb246YWJzb2x1dGU7dG9wOi0xMDBlbSIsZS5zdHlsZS5iYWNrZ3JvdW5kPSJub25lIixlLmFwcGVuZENoaWxkKGYpLGZ1bmN0aW9uKGEpe3JldHVybiBmLmlubmVySFRNTD0nJnNoeTs8c3R5bGUgbWVkaWE9IicrYSsnIj4gI21xLXRlc3QtMSB7IHdpZHRoOiA0MnB4OyB9PC9zdHlsZT4nLGMuaW5zZXJ0QmVmb3JlKGUsZCksYj00Mj09PWYub2Zmc2V0V2lkdGgsYy5yZW1vdmVDaGlsZChlKSx7bWF0Y2hlczpiLG1lZGlhOmF9fX0oYS5kb2N1bWVudCl9KHRoaXMpLGZ1bmN0aW9uKGEpeyJ1c2Ugc3RyaWN0IjtmdW5jdGlvbiBiKCl7dSghMCl9dmFyIGM9e307YS5yZXNwb25kPWMsYy51cGRhdGU9ZnVuY3Rpb24oKXt9O3ZhciBkPVtdLGU9ZnVuY3Rpb24oKXt2YXIgYj0hMTt0cnl7Yj1uZXcgYS5YTUxIdHRwUmVxdWVzdH1jYXRjaChjKXtiPW5ldyBhLkFjdGl2ZVhPYmplY3QoIk1pY3Jvc29mdC5YTUxIVFRQIil9cmV0dXJuIGZ1bmN0aW9uKCl7cmV0dXJuIGJ9fSgpLGY9ZnVuY3Rpb24oYSxiKXt2YXIgYz1lKCk7YyYmKGMub3BlbigiR0VUIixhLCEwKSxjLm9ucmVhZHlzdGF0ZWNoYW5nZT1mdW5jdGlvbigpezQhPT1jLnJlYWR5U3RhdGV8fDIwMCE9PWMuc3RhdHVzJiYzMDQhPT1jLnN0YXR1c3x8YihjLnJlc3BvbnNlVGV4dCl9LDQhPT1jLnJlYWR5U3RhdGUmJmMuc2VuZChudWxsKSl9O2lmKGMuYWpheD1mLGMucXVldWU9ZCxjLnJlZ2V4PXttZWRpYTovQG1lZGlhW15ce10rXHsoW15ce1x9XSpce1teXH1ce10qXH0pKy9naSxrZXlmcmFtZXM6L0AoPzpcLSg/Om98bW96fHdlYmtpdClcLSk/a2V5ZnJhbWVzW15ce10rXHsoPzpbXlx7XH1dKlx7W15cfVx7XSpcfSkrW15cfV0qXH0vZ2ksdXJsczovKHVybFwoKVsnIl0/KFteXC9cKSciXVteOlwpJyJdKylbJyJdPyhcKSkvZyxmaW5kU3R5bGVzOi9AbWVkaWEgKihbXlx7XSspXHsoW1xTXHNdKz8pJC8sb25seTovKG9ubHlccyspPyhbYS16QS1aXSspXHM/LyxtaW53Oi9cKFtcc10qbWluXC13aWR0aFxzKjpbXHNdKihbXHNdKlswLTlcLl0rKShweHxlbSlbXHNdKlwpLyxtYXh3Oi9cKFtcc10qbWF4XC13aWR0aFxzKjpbXHNdKihbXHNdKlswLTlcLl0rKShweHxlbSlbXHNdKlwpL30sYy5tZWRpYVF1ZXJpZXNTdXBwb3J0ZWQ9YS5tYXRjaE1lZGlhJiZudWxsIT09YS5tYXRjaE1lZGlhKCJvbmx5IGFsbCIpJiZhLm1hdGNoTWVkaWEoIm9ubHkgYWxsIikubWF0Y2hlcywhYy5tZWRpYVF1ZXJpZXNTdXBwb3J0ZWQpe3ZhciBnLGgsaSxqPWEuZG9jdW1lbnQsaz1qLmRvY3VtZW50RWxlbWVudCxsPVtdLG09W10sbj1bXSxvPXt9LHA9MzAscT1qLmdldEVsZW1lbnRzQnlUYWdOYW1lKCJoZWFkIilbMF18fGsscj1qLmdldEVsZW1lbnRzQnlUYWdOYW1lKCJiYXNlIilbMF0scz1xLmdldEVsZW1lbnRzQnlUYWdOYW1lKCJsaW5rIiksdD1mdW5jdGlvbigpe3ZhciBhLGI9ai5jcmVhdGVFbGVtZW50KCJkaXYiKSxjPWouYm9keSxkPWsuc3R5bGUuZm9udFNpemUsZT1jJiZjLnN0eWxlLmZvbnRTaXplLGY9ITE7cmV0dXJuIGIuc3R5bGUuY3NzVGV4dD0icG9zaXRpb246YWJzb2x1dGU7Zm9udC1zaXplOjFlbTt3aWR0aDoxZW0iLGN8fChjPWY9ai5jcmVhdGVFbGVtZW50KCJib2R5IiksYy5zdHlsZS5iYWNrZ3JvdW5kPSJub25lIiksay5zdHlsZS5mb250U2l6ZT0iMTAwJSIsYy5zdHlsZS5mb250U2l6ZT0iMTAwJSIsYy5hcHBlbmRDaGlsZChiKSxmJiZrLmluc2VydEJlZm9yZShjLGsuZmlyc3RDaGlsZCksYT1iLm9mZnNldFdpZHRoLGY/ay5yZW1vdmVDaGlsZChjKTpjLnJlbW92ZUNoaWxkKGIpLGsuc3R5bGUuZm9udFNpemU9ZCxlJiYoYy5zdHlsZS5mb250U2l6ZT1lKSxhPWk9cGFyc2VGbG9hdChhKX0sdT1mdW5jdGlvbihiKXt2YXIgYz0iY2xpZW50V2lkdGgiLGQ9a1tjXSxlPSJDU1MxQ29tcGF0Ij09PWouY29tcGF0TW9kZSYmZHx8ai5ib2R5W2NdfHxkLGY9e30sbz1zW3MubGVuZ3RoLTFdLHI9KG5ldyBEYXRlKS5nZXRUaW1lKCk7aWYoYiYmZyYmcD5yLWcpcmV0dXJuIGEuY2xlYXJUaW1lb3V0KGgpLGg9YS5zZXRUaW1lb3V0KHUscCksdm9pZCAwO2c9cjtmb3IodmFyIHYgaW4gbClpZihsLmhhc093blByb3BlcnR5KHYpKXt2YXIgdz1sW3ZdLHg9dy5taW53LHk9dy5tYXh3LHo9bnVsbD09PXgsQT1udWxsPT09eSxCPSJlbSI7eCYmKHg9cGFyc2VGbG9hdCh4KSooeC5pbmRleE9mKEIpPi0xP2l8fHQoKToxKSkseSYmKHk9cGFyc2VGbG9hdCh5KSooeS5pbmRleE9mKEIpPi0xP2l8fHQoKToxKSksdy5oYXNxdWVyeSYmKHomJkF8fCEoenx8ZT49eCl8fCEoQXx8eT49ZSkpfHwoZlt3Lm1lZGlhXXx8KGZbdy5tZWRpYV09W10pLGZbdy5tZWRpYV0ucHVzaChtW3cucnVsZXNdKSl9Zm9yKHZhciBDIGluIG4pbi5oYXNPd25Qcm9wZXJ0eShDKSYmbltDXSYmbltDXS5wYXJlbnROb2RlPT09cSYmcS5yZW1vdmVDaGlsZChuW0NdKTtuLmxlbmd0aD0wO2Zvcih2YXIgRCBpbiBmKWlmKGYuaGFzT3duUHJvcGVydHkoRCkpe3ZhciBFPWouY3JlYXRlRWxlbWVudCgic3R5bGUiKSxGPWZbRF0uam9pbigiXG4iKTtFLnR5cGU9InRleHQvY3NzIixFLm1lZGlhPUQscS5pbnNlcnRCZWZvcmUoRSxvLm5leHRTaWJsaW5nKSxFLnN0eWxlU2hlZXQ/RS5zdHlsZVNoZWV0LmNzc1RleHQ9RjpFLmFwcGVuZENoaWxkKGouY3JlYXRlVGV4dE5vZGUoRikpLG4ucHVzaChFKX19LHY9ZnVuY3Rpb24oYSxiLGQpe3ZhciBlPWEucmVwbGFjZShjLnJlZ2V4LmtleWZyYW1lcywiIikubWF0Y2goYy5yZWdleC5tZWRpYSksZj1lJiZlLmxlbmd0aHx8MDtiPWIuc3Vic3RyaW5nKDAsYi5sYXN0SW5kZXhPZigiLyIpKTt2YXIgZz1mdW5jdGlvbihhKXtyZXR1cm4gYS5yZXBsYWNlKGMucmVnZXgudXJscywiJDEiK2IrIiQyJDMiKX0saD0hZiYmZDtiLmxlbmd0aCYmKGIrPSIvIiksaCYmKGY9MSk7Zm9yKHZhciBpPTA7Zj5pO2krKyl7dmFyIGosayxuLG87aD8oaj1kLG0ucHVzaChnKGEpKSk6KGo9ZVtpXS5tYXRjaChjLnJlZ2V4LmZpbmRTdHlsZXMpJiZSZWdFeHAuJDEsbS5wdXNoKFJlZ0V4cC4kMiYmZyhSZWdFeHAuJDIpKSksbj1qLnNwbGl0KCIsIiksbz1uLmxlbmd0aDtmb3IodmFyIHA9MDtvPnA7cCsrKWs9bltwXSxsLnB1c2goe21lZGlhOmsuc3BsaXQoIigiKVswXS5tYXRjaChjLnJlZ2V4Lm9ubHkpJiZSZWdFeHAuJDJ8fCJhbGwiLHJ1bGVzOm0ubGVuZ3RoLTEsaGFzcXVlcnk6ay5pbmRleE9mKCIoIik+LTEsbWludzprLm1hdGNoKGMucmVnZXgubWludykmJnBhcnNlRmxvYXQoUmVnRXhwLiQxKSsoUmVnRXhwLiQyfHwiIiksbWF4dzprLm1hdGNoKGMucmVnZXgubWF4dykmJnBhcnNlRmxvYXQoUmVnRXhwLiQxKSsoUmVnRXhwLiQyfHwiIil9KX11KCl9LHc9ZnVuY3Rpb24oKXtpZihkLmxlbmd0aCl7dmFyIGI9ZC5zaGlmdCgpO2YoYi5ocmVmLGZ1bmN0aW9uKGMpe3YoYyxiLmhyZWYsYi5tZWRpYSksb1tiLmhyZWZdPSEwLGEuc2V0VGltZW91dChmdW5jdGlvbigpe3coKX0sMCl9KX19LHg9ZnVuY3Rpb24oKXtmb3IodmFyIGI9MDtiPHMubGVuZ3RoO2IrKyl7dmFyIGM9c1tiXSxlPWMuaHJlZixmPWMubWVkaWEsZz1jLnJlbCYmInN0eWxlc2hlZXQiPT09Yy5yZWwudG9Mb3dlckNhc2UoKTtlJiZnJiYhb1tlXSYmKGMuc3R5bGVTaGVldCYmYy5zdHlsZVNoZWV0LnJhd0Nzc1RleHQ/KHYoYy5zdHlsZVNoZWV0LnJhd0Nzc1RleHQsZSxmKSxvW2VdPSEwKTooIS9eKFthLXpBLVo6XSpcL1wvKS8udGVzdChlKSYmIXJ8fGUucmVwbGFjZShSZWdFeHAuJDEsIiIpLnNwbGl0KCIvIilbMF09PT1hLmxvY2F0aW9uLmhvc3QpJiYoIi8vIj09PWUuc3Vic3RyaW5nKDAsMikmJihlPWEubG9jYXRpb24ucHJvdG9jb2wrZSksZC5wdXNoKHtocmVmOmUsbWVkaWE6Zn0pKSl9dygpfTt4KCksYy51cGRhdGU9eCxjLmdldEVtVmFsdWU9dCxhLmFkZEV2ZW50TGlzdGVuZXI/YS5hZGRFdmVudExpc3RlbmVyKCJyZXNpemUiLGIsITEpOmEuYXR0YWNoRXZlbnQmJmEuYXR0YWNoRXZlbnQoIm9ucmVzaXplIixiKX19KHRoaXMpOwp9Owo="></script> <style>h1 {font-size: 34px;} h1.title {font-size: 38px;} h2 {font-size: 30px;} h3 {font-size: 24px;} h4 {font-size: 18px;} h5 {font-size: 16px;} h6 {font-size: 12px;} code {color: inherit; background-color: rgba(0, 0, 0, 0.04);} pre:not([class]) { background-color: white }</style> <script src="data:application/javascript;base64,/*! jQuery UI - v1.11.4 - 2016-01-05
* http://jqueryui.com
* Includes: core.js, widget.js, mouse.js, position.js, draggable.js, droppable.js, resizable.js, selectable.js, sortable.js, accordion.js, autocomplete.js, button.js, dialog.js, menu.js, progressbar.js, selectmenu.js, slider.js, spinner.js, tabs.js, tooltip.js, effect.js, effect-blind.js, effect-bounce.js, effect-clip.js, effect-drop.js, effect-explode.js, effect-fade.js, effect-fold.js, effect-highlight.js, effect-puff.js, effect-pulsate.js, effect-scale.js, effect-shake.js, effect-size.js, effect-slide.js, effect-transfer.js
* Copyright jQuery Foundation and other contributors; Licensed MIT */

(function(e){"function"==typeof define&&define.amd?define(["jquery"],e):e(jQuery)})(function(e){function t(t,s){var n,a,o,r=t.nodeName.toLowerCase();return"area"===r?(n=t.parentNode,a=n.name,t.href&&a&&"map"===n.nodeName.toLowerCase()?(o=e("img[usemap='#"+a+"']")[0],!!o&&i(o)):!1):(/^(input|select|textarea|button|object)$/.test(r)?!t.disabled:"a"===r?t.href||s:s)&&i(t)}function i(t){return e.expr.filters.visible(t)&&!e(t).parents().addBack().filter(function(){return"hidden"===e.css(this,"visibility")}).length}function s(e){return function(){var t=this.element.val();e.apply(this,arguments),this._refresh(),t!==this.element.val()&&this._trigger("change")}}e.ui=e.ui||{},e.extend(e.ui,{version:"1.11.4",keyCode:{BACKSPACE:8,COMMA:188,DELETE:46,DOWN:40,END:35,ENTER:13,ESCAPE:27,HOME:36,LEFT:37,PAGE_DOWN:34,PAGE_UP:33,PERIOD:190,RIGHT:39,SPACE:32,TAB:9,UP:38}}),e.fn.extend({scrollParent:function(t){var i=this.css("position"),s="absolute"===i,n=t?/(auto|scroll|hidden)/:/(auto|scroll)/,a=this.parents().filter(function(){var t=e(this);return s&&"static"===t.css("position")?!1:n.test(t.css("overflow")+t.css("overflow-y")+t.css("overflow-x"))}).eq(0);return"fixed"!==i&&a.length?a:e(this[0].ownerDocument||document)},uniqueId:function(){var e=0;return function(){return this.each(function(){this.id||(this.id="ui-id-"+ ++e)})}}(),removeUniqueId:function(){return this.each(function(){/^ui-id-\d+$/.test(this.id)&&e(this).removeAttr("id")})}}),e.extend(e.expr[":"],{data:e.expr.createPseudo?e.expr.createPseudo(function(t){return function(i){return!!e.data(i,t)}}):function(t,i,s){return!!e.data(t,s[3])},focusable:function(i){return t(i,!isNaN(e.attr(i,"tabindex")))},tabbable:function(i){var s=e.attr(i,"tabindex"),n=isNaN(s);return(n||s>=0)&&t(i,!n)}}),e("<a>").outerWidth(1).jquery||e.each(["Width","Height"],function(t,i){function s(t,i,s,a){return e.each(n,function(){i-=parseFloat(e.css(t,"padding"+this))||0,s&&(i-=parseFloat(e.css(t,"border"+this+"Width"))||0),a&&(i-=parseFloat(e.css(t,"margin"+this))||0)}),i}var n="Width"===i?["Left","Right"]:["Top","Bottom"],a=i.toLowerCase(),o={innerWidth:e.fn.innerWidth,innerHeight:e.fn.innerHeight,outerWidth:e.fn.outerWidth,outerHeight:e.fn.outerHeight};e.fn["inner"+i]=function(t){return void 0===t?o["inner"+i].call(this):this.each(function(){e(this).css(a,s(this,t)+"px")})},e.fn["outer"+i]=function(t,n){return"number"!=typeof t?o["outer"+i].call(this,t):this.each(function(){e(this).css(a,s(this,t,!0,n)+"px")})}}),e.fn.addBack||(e.fn.addBack=function(e){return this.add(null==e?this.prevObject:this.prevObject.filter(e))}),e("<a>").data("a-b","a").removeData("a-b").data("a-b")&&(e.fn.removeData=function(t){return function(i){return arguments.length?t.call(this,e.camelCase(i)):t.call(this)}}(e.fn.removeData)),e.ui.ie=!!/msie [\w.]+/.exec(navigator.userAgent.toLowerCase()),e.fn.extend({focus:function(t){return function(i,s){return"number"==typeof i?this.each(function(){var t=this;setTimeout(function(){e(t).focus(),s&&s.call(t)},i)}):t.apply(this,arguments)}}(e.fn.focus),disableSelection:function(){var e="onselectstart"in document.createElement("div")?"selectstart":"mousedown";return function(){return this.bind(e+".ui-disableSelection",function(e){e.preventDefault()})}}(),enableSelection:function(){return this.unbind(".ui-disableSelection")},zIndex:function(t){if(void 0!==t)return this.css("zIndex",t);if(this.length)for(var i,s,n=e(this[0]);n.length&&n[0]!==document;){if(i=n.css("position"),("absolute"===i||"relative"===i||"fixed"===i)&&(s=parseInt(n.css("zIndex"),10),!isNaN(s)&&0!==s))return s;n=n.parent()}return 0}}),e.ui.plugin={add:function(t,i,s){var n,a=e.ui[t].prototype;for(n in s)a.plugins[n]=a.plugins[n]||[],a.plugins[n].push([i,s[n]])},call:function(e,t,i,s){var n,a=e.plugins[t];if(a&&(s||e.element[0].parentNode&&11!==e.element[0].parentNode.nodeType))for(n=0;a.length>n;n++)e.options[a[n][0]]&&a[n][1].apply(e.element,i)}};var n=0,a=Array.prototype.slice;e.cleanData=function(t){return function(i){var s,n,a;for(a=0;null!=(n=i[a]);a++)try{s=e._data(n,"events"),s&&s.remove&&e(n).triggerHandler("remove")}catch(o){}t(i)}}(e.cleanData),e.widget=function(t,i,s){var n,a,o,r,h={},l=t.split(".")[0];return t=t.split(".")[1],n=l+"-"+t,s||(s=i,i=e.Widget),e.expr[":"][n.toLowerCase()]=function(t){return!!e.data(t,n)},e[l]=e[l]||{},a=e[l][t],o=e[l][t]=function(e,t){return this._createWidget?(arguments.length&&this._createWidget(e,t),void 0):new o(e,t)},e.extend(o,a,{version:s.version,_proto:e.extend({},s),_childConstructors:[]}),r=new i,r.options=e.widget.extend({},r.options),e.each(s,function(t,s){return e.isFunction(s)?(h[t]=function(){var e=function(){return i.prototype[t].apply(this,arguments)},n=function(e){return i.prototype[t].apply(this,e)};return function(){var t,i=this._super,a=this._superApply;return this._super=e,this._superApply=n,t=s.apply(this,arguments),this._super=i,this._superApply=a,t}}(),void 0):(h[t]=s,void 0)}),o.prototype=e.widget.extend(r,{widgetEventPrefix:a?r.widgetEventPrefix||t:t},h,{constructor:o,namespace:l,widgetName:t,widgetFullName:n}),a?(e.each(a._childConstructors,function(t,i){var s=i.prototype;e.widget(s.namespace+"."+s.widgetName,o,i._proto)}),delete a._childConstructors):i._childConstructors.push(o),e.widget.bridge(t,o),o},e.widget.extend=function(t){for(var i,s,n=a.call(arguments,1),o=0,r=n.length;r>o;o++)for(i in n[o])s=n[o][i],n[o].hasOwnProperty(i)&&void 0!==s&&(t[i]=e.isPlainObject(s)?e.isPlainObject(t[i])?e.widget.extend({},t[i],s):e.widget.extend({},s):s);return t},e.widget.bridge=function(t,i){var s=i.prototype.widgetFullName||t;e.fn[t]=function(n){var o="string"==typeof n,r=a.call(arguments,1),h=this;return o?this.each(function(){var i,a=e.data(this,s);return"instance"===n?(h=a,!1):a?e.isFunction(a[n])&&"_"!==n.charAt(0)?(i=a[n].apply(a,r),i!==a&&void 0!==i?(h=i&&i.jquery?h.pushStack(i.get()):i,!1):void 0):e.error("no such method '"+n+"' for "+t+" widget instance"):e.error("cannot call methods on "+t+" prior to initialization; "+"attempted to call method '"+n+"'")}):(r.length&&(n=e.widget.extend.apply(null,[n].concat(r))),this.each(function(){var t=e.data(this,s);t?(t.option(n||{}),t._init&&t._init()):e.data(this,s,new i(n,this))})),h}},e.Widget=function(){},e.Widget._childConstructors=[],e.Widget.prototype={widgetName:"widget",widgetEventPrefix:"",defaultElement:"<div>",options:{disabled:!1,create:null},_createWidget:function(t,i){i=e(i||this.defaultElement||this)[0],this.element=e(i),this.uuid=n++,this.eventNamespace="."+this.widgetName+this.uuid,this.bindings=e(),this.hoverable=e(),this.focusable=e(),i!==this&&(e.data(i,this.widgetFullName,this),this._on(!0,this.element,{remove:function(e){e.target===i&&this.destroy()}}),this.document=e(i.style?i.ownerDocument:i.document||i),this.window=e(this.document[0].defaultView||this.document[0].parentWindow)),this.options=e.widget.extend({},this.options,this._getCreateOptions(),t),this._create(),this._trigger("create",null,this._getCreateEventData()),this._init()},_getCreateOptions:e.noop,_getCreateEventData:e.noop,_create:e.noop,_init:e.noop,destroy:function(){this._destroy(),this.element.unbind(this.eventNamespace).removeData(this.widgetFullName).removeData(e.camelCase(this.widgetFullName)),this.widget().unbind(this.eventNamespace).removeAttr("aria-disabled").removeClass(this.widgetFullName+"-disabled "+"ui-state-disabled"),this.bindings.unbind(this.eventNamespace),this.hoverable.removeClass("ui-state-hover"),this.focusable.removeClass("ui-state-focus")},_destroy:e.noop,widget:function(){return this.element},option:function(t,i){var s,n,a,o=t;if(0===arguments.length)return e.widget.extend({},this.options);if("string"==typeof t)if(o={},s=t.split("."),t=s.shift(),s.length){for(n=o[t]=e.widget.extend({},this.options[t]),a=0;s.length-1>a;a++)n[s[a]]=n[s[a]]||{},n=n[s[a]];if(t=s.pop(),1===arguments.length)return void 0===n[t]?null:n[t];n[t]=i}else{if(1===arguments.length)return void 0===this.options[t]?null:this.options[t];o[t]=i}return this._setOptions(o),this},_setOptions:function(e){var t;for(t in e)this._setOption(t,e[t]);return this},_setOption:function(e,t){return this.options[e]=t,"disabled"===e&&(this.widget().toggleClass(this.widgetFullName+"-disabled",!!t),t&&(this.hoverable.removeClass("ui-state-hover"),this.focusable.removeClass("ui-state-focus"))),this},enable:function(){return this._setOptions({disabled:!1})},disable:function(){return this._setOptions({disabled:!0})},_on:function(t,i,s){var n,a=this;"boolean"!=typeof t&&(s=i,i=t,t=!1),s?(i=n=e(i),this.bindings=this.bindings.add(i)):(s=i,i=this.element,n=this.widget()),e.each(s,function(s,o){function r(){return t||a.options.disabled!==!0&&!e(this).hasClass("ui-state-disabled")?("string"==typeof o?a[o]:o).apply(a,arguments):void 0}"string"!=typeof o&&(r.guid=o.guid=o.guid||r.guid||e.guid++);var h=s.match(/^([\w:-]*)\s*(.*)$/),l=h[1]+a.eventNamespace,u=h[2];u?n.delegate(u,l,r):i.bind(l,r)})},_off:function(t,i){i=(i||"").split(" ").join(this.eventNamespace+" ")+this.eventNamespace,t.unbind(i).undelegate(i),this.bindings=e(this.bindings.not(t).get()),this.focusable=e(this.focusable.not(t).get()),this.hoverable=e(this.hoverable.not(t).get())},_delay:function(e,t){function i(){return("string"==typeof e?s[e]:e).apply(s,arguments)}var s=this;return setTimeout(i,t||0)},_hoverable:function(t){this.hoverable=this.hoverable.add(t),this._on(t,{mouseenter:function(t){e(t.currentTarget).addClass("ui-state-hover")},mouseleave:function(t){e(t.currentTarget).removeClass("ui-state-hover")}})},_focusable:function(t){this.focusable=this.focusable.add(t),this._on(t,{focusin:function(t){e(t.currentTarget).addClass("ui-state-focus")},focusout:function(t){e(t.currentTarget).removeClass("ui-state-focus")}})},_trigger:function(t,i,s){var n,a,o=this.options[t];if(s=s||{},i=e.Event(i),i.type=(t===this.widgetEventPrefix?t:this.widgetEventPrefix+t).toLowerCase(),i.target=this.element[0],a=i.originalEvent)for(n in a)n in i||(i[n]=a[n]);return this.element.trigger(i,s),!(e.isFunction(o)&&o.apply(this.element[0],[i].concat(s))===!1||i.isDefaultPrevented())}},e.each({show:"fadeIn",hide:"fadeOut"},function(t,i){e.Widget.prototype["_"+t]=function(s,n,a){"string"==typeof n&&(n={effect:n});var o,r=n?n===!0||"number"==typeof n?i:n.effect||i:t;n=n||{},"number"==typeof n&&(n={duration:n}),o=!e.isEmptyObject(n),n.complete=a,n.delay&&s.delay(n.delay),o&&e.effects&&e.effects.effect[r]?s[t](n):r!==t&&s[r]?s[r](n.duration,n.easing,a):s.queue(function(i){e(this)[t](),a&&a.call(s[0]),i()})}}),e.widget;var o=!1;e(document).mouseup(function(){o=!1}),e.widget("ui.mouse",{version:"1.11.4",options:{cancel:"input,textarea,button,select,option",distance:1,delay:0},_mouseInit:function(){var t=this;this.element.bind("mousedown."+this.widgetName,function(e){return t._mouseDown(e)}).bind("click."+this.widgetName,function(i){return!0===e.data(i.target,t.widgetName+".preventClickEvent")?(e.removeData(i.target,t.widgetName+".preventClickEvent"),i.stopImmediatePropagation(),!1):void 0}),this.started=!1},_mouseDestroy:function(){this.element.unbind("."+this.widgetName),this._mouseMoveDelegate&&this.document.unbind("mousemove."+this.widgetName,this._mouseMoveDelegate).unbind("mouseup."+this.widgetName,this._mouseUpDelegate)},_mouseDown:function(t){if(!o){this._mouseMoved=!1,this._mouseStarted&&this._mouseUp(t),this._mouseDownEvent=t;var i=this,s=1===t.which,n="string"==typeof this.options.cancel&&t.target.nodeName?e(t.target).closest(this.options.cancel).length:!1;return s&&!n&&this._mouseCapture(t)?(this.mouseDelayMet=!this.options.delay,this.mouseDelayMet||(this._mouseDelayTimer=setTimeout(function(){i.mouseDelayMet=!0},this.options.delay)),this._mouseDistanceMet(t)&&this._mouseDelayMet(t)&&(this._mouseStarted=this._mouseStart(t)!==!1,!this._mouseStarted)?(t.preventDefault(),!0):(!0===e.data(t.target,this.widgetName+".preventClickEvent")&&e.removeData(t.target,this.widgetName+".preventClickEvent"),this._mouseMoveDelegate=function(e){return i._mouseMove(e)},this._mouseUpDelegate=function(e){return i._mouseUp(e)},this.document.bind("mousemove."+this.widgetName,this._mouseMoveDelegate).bind("mouseup."+this.widgetName,this._mouseUpDelegate),t.preventDefault(),o=!0,!0)):!0}},_mouseMove:function(t){if(this._mouseMoved){if(e.ui.ie&&(!document.documentMode||9>document.documentMode)&&!t.button)return this._mouseUp(t);if(!t.which)return this._mouseUp(t)}return(t.which||t.button)&&(this._mouseMoved=!0),this._mouseStarted?(this._mouseDrag(t),t.preventDefault()):(this._mouseDistanceMet(t)&&this._mouseDelayMet(t)&&(this._mouseStarted=this._mouseStart(this._mouseDownEvent,t)!==!1,this._mouseStarted?this._mouseDrag(t):this._mouseUp(t)),!this._mouseStarted)},_mouseUp:function(t){return this.document.unbind("mousemove."+this.widgetName,this._mouseMoveDelegate).unbind("mouseup."+this.widgetName,this._mouseUpDelegate),this._mouseStarted&&(this._mouseStarted=!1,t.target===this._mouseDownEvent.target&&e.data(t.target,this.widgetName+".preventClickEvent",!0),this._mouseStop(t)),o=!1,!1},_mouseDistanceMet:function(e){return Math.max(Math.abs(this._mouseDownEvent.pageX-e.pageX),Math.abs(this._mouseDownEvent.pageY-e.pageY))>=this.options.distance},_mouseDelayMet:function(){return this.mouseDelayMet},_mouseStart:function(){},_mouseDrag:function(){},_mouseStop:function(){},_mouseCapture:function(){return!0}}),function(){function t(e,t,i){return[parseFloat(e[0])*(p.test(e[0])?t/100:1),parseFloat(e[1])*(p.test(e[1])?i/100:1)]}function i(t,i){return parseInt(e.css(t,i),10)||0}function s(t){var i=t[0];return 9===i.nodeType?{width:t.width(),height:t.height(),offset:{top:0,left:0}}:e.isWindow(i)?{width:t.width(),height:t.height(),offset:{top:t.scrollTop(),left:t.scrollLeft()}}:i.preventDefault?{width:0,height:0,offset:{top:i.pageY,left:i.pageX}}:{width:t.outerWidth(),height:t.outerHeight(),offset:t.offset()}}e.ui=e.ui||{};var n,a,o=Math.max,r=Math.abs,h=Math.round,l=/left|center|right/,u=/top|center|bottom/,d=/[\+\-]\d+(\.[\d]+)?%?/,c=/^\w+/,p=/%$/,f=e.fn.position;e.position={scrollbarWidth:function(){if(void 0!==n)return n;var t,i,s=e("<div style='display:block;position:absolute;width:50px;height:50px;overflow:hidden;'><div style='height:100px;width:auto;'></div></div>"),a=s.children()[0];return e("body").append(s),t=a.offsetWidth,s.css("overflow","scroll"),i=a.offsetWidth,t===i&&(i=s[0].clientWidth),s.remove(),n=t-i},getScrollInfo:function(t){var i=t.isWindow||t.isDocument?"":t.element.css("overflow-x"),s=t.isWindow||t.isDocument?"":t.element.css("overflow-y"),n="scroll"===i||"auto"===i&&t.width<t.element[0].scrollWidth,a="scroll"===s||"auto"===s&&t.height<t.element[0].scrollHeight;return{width:a?e.position.scrollbarWidth():0,height:n?e.position.scrollbarWidth():0}},getWithinInfo:function(t){var i=e(t||window),s=e.isWindow(i[0]),n=!!i[0]&&9===i[0].nodeType;return{element:i,isWindow:s,isDocument:n,offset:i.offset()||{left:0,top:0},scrollLeft:i.scrollLeft(),scrollTop:i.scrollTop(),width:s||n?i.width():i.outerWidth(),height:s||n?i.height():i.outerHeight()}}},e.fn.position=function(n){if(!n||!n.of)return f.apply(this,arguments);n=e.extend({},n);var p,m,g,v,y,b,_=e(n.of),x=e.position.getWithinInfo(n.within),w=e.position.getScrollInfo(x),k=(n.collision||"flip").split(" "),T={};return b=s(_),_[0].preventDefault&&(n.at="left top"),m=b.width,g=b.height,v=b.offset,y=e.extend({},v),e.each(["my","at"],function(){var e,t,i=(n[this]||"").split(" ");1===i.length&&(i=l.test(i[0])?i.concat(["center"]):u.test(i[0])?["center"].concat(i):["center","center"]),i[0]=l.test(i[0])?i[0]:"center",i[1]=u.test(i[1])?i[1]:"center",e=d.exec(i[0]),t=d.exec(i[1]),T[this]=[e?e[0]:0,t?t[0]:0],n[this]=[c.exec(i[0])[0],c.exec(i[1])[0]]}),1===k.length&&(k[1]=k[0]),"right"===n.at[0]?y.left+=m:"center"===n.at[0]&&(y.left+=m/2),"bottom"===n.at[1]?y.top+=g:"center"===n.at[1]&&(y.top+=g/2),p=t(T.at,m,g),y.left+=p[0],y.top+=p[1],this.each(function(){var s,l,u=e(this),d=u.outerWidth(),c=u.outerHeight(),f=i(this,"marginLeft"),b=i(this,"marginTop"),D=d+f+i(this,"marginRight")+w.width,S=c+b+i(this,"marginBottom")+w.height,N=e.extend({},y),M=t(T.my,u.outerWidth(),u.outerHeight());"right"===n.my[0]?N.left-=d:"center"===n.my[0]&&(N.left-=d/2),"bottom"===n.my[1]?N.top-=c:"center"===n.my[1]&&(N.top-=c/2),N.left+=M[0],N.top+=M[1],a||(N.left=h(N.left),N.top=h(N.top)),s={marginLeft:f,marginTop:b},e.each(["left","top"],function(t,i){e.ui.position[k[t]]&&e.ui.position[k[t]][i](N,{targetWidth:m,targetHeight:g,elemWidth:d,elemHeight:c,collisionPosition:s,collisionWidth:D,collisionHeight:S,offset:[p[0]+M[0],p[1]+M[1]],my:n.my,at:n.at,within:x,elem:u})}),n.using&&(l=function(e){var t=v.left-N.left,i=t+m-d,s=v.top-N.top,a=s+g-c,h={target:{element:_,left:v.left,top:v.top,width:m,height:g},element:{element:u,left:N.left,top:N.top,width:d,height:c},horizontal:0>i?"left":t>0?"right":"center",vertical:0>a?"top":s>0?"bottom":"middle"};d>m&&m>r(t+i)&&(h.horizontal="center"),c>g&&g>r(s+a)&&(h.vertical="middle"),h.important=o(r(t),r(i))>o(r(s),r(a))?"horizontal":"vertical",n.using.call(this,e,h)}),u.offset(e.extend(N,{using:l}))})},e.ui.position={fit:{left:function(e,t){var i,s=t.within,n=s.isWindow?s.scrollLeft:s.offset.left,a=s.width,r=e.left-t.collisionPosition.marginLeft,h=n-r,l=r+t.collisionWidth-a-n;t.collisionWidth>a?h>0&&0>=l?(i=e.left+h+t.collisionWidth-a-n,e.left+=h-i):e.left=l>0&&0>=h?n:h>l?n+a-t.collisionWidth:n:h>0?e.left+=h:l>0?e.left-=l:e.left=o(e.left-r,e.left)},top:function(e,t){var i,s=t.within,n=s.isWindow?s.scrollTop:s.offset.top,a=t.within.height,r=e.top-t.collisionPosition.marginTop,h=n-r,l=r+t.collisionHeight-a-n;t.collisionHeight>a?h>0&&0>=l?(i=e.top+h+t.collisionHeight-a-n,e.top+=h-i):e.top=l>0&&0>=h?n:h>l?n+a-t.collisionHeight:n:h>0?e.top+=h:l>0?e.top-=l:e.top=o(e.top-r,e.top)}},flip:{left:function(e,t){var i,s,n=t.within,a=n.offset.left+n.scrollLeft,o=n.width,h=n.isWindow?n.scrollLeft:n.offset.left,l=e.left-t.collisionPosition.marginLeft,u=l-h,d=l+t.collisionWidth-o-h,c="left"===t.my[0]?-t.elemWidth:"right"===t.my[0]?t.elemWidth:0,p="left"===t.at[0]?t.targetWidth:"right"===t.at[0]?-t.targetWidth:0,f=-2*t.offset[0];0>u?(i=e.left+c+p+f+t.collisionWidth-o-a,(0>i||r(u)>i)&&(e.left+=c+p+f)):d>0&&(s=e.left-t.collisionPosition.marginLeft+c+p+f-h,(s>0||d>r(s))&&(e.left+=c+p+f))},top:function(e,t){var i,s,n=t.within,a=n.offset.top+n.scrollTop,o=n.height,h=n.isWindow?n.scrollTop:n.offset.top,l=e.top-t.collisionPosition.marginTop,u=l-h,d=l+t.collisionHeight-o-h,c="top"===t.my[1],p=c?-t.elemHeight:"bottom"===t.my[1]?t.elemHeight:0,f="top"===t.at[1]?t.targetHeight:"bottom"===t.at[1]?-t.targetHeight:0,m=-2*t.offset[1];0>u?(s=e.top+p+f+m+t.collisionHeight-o-a,(0>s||r(u)>s)&&(e.top+=p+f+m)):d>0&&(i=e.top-t.collisionPosition.marginTop+p+f+m-h,(i>0||d>r(i))&&(e.top+=p+f+m))}},flipfit:{left:function(){e.ui.position.flip.left.apply(this,arguments),e.ui.position.fit.left.apply(this,arguments)},top:function(){e.ui.position.flip.top.apply(this,arguments),e.ui.position.fit.top.apply(this,arguments)}}},function(){var t,i,s,n,o,r=document.getElementsByTagName("body")[0],h=document.createElement("div");t=document.createElement(r?"div":"body"),s={visibility:"hidden",width:0,height:0,border:0,margin:0,background:"none"},r&&e.extend(s,{position:"absolute",left:"-1000px",top:"-1000px"});for(o in s)t.style[o]=s[o];t.appendChild(h),i=r||document.documentElement,i.insertBefore(t,i.firstChild),h.style.cssText="position: absolute; left: 10.7432222px;",n=e(h).offset().left,a=n>10&&11>n,t.innerHTML="",i.removeChild(t)}()}(),e.ui.position,e.widget("ui.draggable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"drag",options:{addClasses:!0,appendTo:"parent",axis:!1,connectToSortable:!1,containment:!1,cursor:"auto",cursorAt:!1,grid:!1,handle:!1,helper:"original",iframeFix:!1,opacity:!1,refreshPositions:!1,revert:!1,revertDuration:500,scope:"default",scroll:!0,scrollSensitivity:20,scrollSpeed:20,snap:!1,snapMode:"both",snapTolerance:20,stack:!1,zIndex:!1,drag:null,start:null,stop:null},_create:function(){"original"===this.options.helper&&this._setPositionRelative(),this.options.addClasses&&this.element.addClass("ui-draggable"),this.options.disabled&&this.element.addClass("ui-draggable-disabled"),this._setHandleClassName(),this._mouseInit()},_setOption:function(e,t){this._super(e,t),"handle"===e&&(this._removeHandleClassName(),this._setHandleClassName())},_destroy:function(){return(this.helper||this.element).is(".ui-draggable-dragging")?(this.destroyOnClear=!0,void 0):(this.element.removeClass("ui-draggable ui-draggable-dragging ui-draggable-disabled"),this._removeHandleClassName(),this._mouseDestroy(),void 0)},_mouseCapture:function(t){var i=this.options;return this._blurActiveElement(t),this.helper||i.disabled||e(t.target).closest(".ui-resizable-handle").length>0?!1:(this.handle=this._getHandle(t),this.handle?(this._blockFrames(i.iframeFix===!0?"iframe":i.iframeFix),!0):!1)},_blockFrames:function(t){this.iframeBlocks=this.document.find(t).map(function(){var t=e(this);return e("<div>").css("position","absolute").appendTo(t.parent()).outerWidth(t.outerWidth()).outerHeight(t.outerHeight()).offset(t.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_blurActiveElement:function(t){var i=this.document[0];if(this.handleElement.is(t.target))try{i.activeElement&&"body"!==i.activeElement.nodeName.toLowerCase()&&e(i.activeElement).blur()}catch(s){}},_mouseStart:function(t){var i=this.options;return this.helper=this._createHelper(t),this.helper.addClass("ui-draggable-dragging"),this._cacheHelperProportions(),e.ui.ddmanager&&(e.ui.ddmanager.current=this),this._cacheMargins(),this.cssPosition=this.helper.css("position"),this.scrollParent=this.helper.scrollParent(!0),this.offsetParent=this.helper.offsetParent(),this.hasFixedAncestor=this.helper.parents().filter(function(){return"fixed"===e(this).css("position")}).length>0,this.positionAbs=this.element.offset(),this._refreshOffsets(t),this.originalPosition=this.position=this._generatePosition(t,!1),this.originalPageX=t.pageX,this.originalPageY=t.pageY,i.cursorAt&&this._adjustOffsetFromHelper(i.cursorAt),this._setContainment(),this._trigger("start",t)===!1?(this._clear(),!1):(this._cacheHelperProportions(),e.ui.ddmanager&&!i.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t),this._normalizeRightBottom(),this._mouseDrag(t,!0),e.ui.ddmanager&&e.ui.ddmanager.dragStart(this,t),!0)},_refreshOffsets:function(e){this.offset={top:this.positionAbs.top-this.margins.top,left:this.positionAbs.left-this.margins.left,scroll:!1,parent:this._getParentOffset(),relative:this._getRelativeOffset()},this.offset.click={left:e.pageX-this.offset.left,top:e.pageY-this.offset.top}},_mouseDrag:function(t,i){if(this.hasFixedAncestor&&(this.offset.parent=this._getParentOffset()),this.position=this._generatePosition(t,!0),this.positionAbs=this._convertPositionTo("absolute"),!i){var s=this._uiHash();if(this._trigger("drag",t,s)===!1)return this._mouseUp({}),!1;this.position=s.position}return this.helper[0].style.left=this.position.left+"px",this.helper[0].style.top=this.position.top+"px",e.ui.ddmanager&&e.ui.ddmanager.drag(this,t),!1},_mouseStop:function(t){var i=this,s=!1;return e.ui.ddmanager&&!this.options.dropBehaviour&&(s=e.ui.ddmanager.drop(this,t)),this.dropped&&(s=this.dropped,this.dropped=!1),"invalid"===this.options.revert&&!s||"valid"===this.options.revert&&s||this.options.revert===!0||e.isFunction(this.options.revert)&&this.options.revert.call(this.element,s)?e(this.helper).animate(this.originalPosition,parseInt(this.options.revertDuration,10),function(){i._trigger("stop",t)!==!1&&i._clear()}):this._trigger("stop",t)!==!1&&this._clear(),!1},_mouseUp:function(t){return this._unblockFrames(),e.ui.ddmanager&&e.ui.ddmanager.dragStop(this,t),this.handleElement.is(t.target)&&this.element.focus(),e.ui.mouse.prototype._mouseUp.call(this,t)},cancel:function(){return this.helper.is(".ui-draggable-dragging")?this._mouseUp({}):this._clear(),this},_getHandle:function(t){return this.options.handle?!!e(t.target).closest(this.element.find(this.options.handle)).length:!0},_setHandleClassName:function(){this.handleElement=this.options.handle?this.element.find(this.options.handle):this.element,this.handleElement.addClass("ui-draggable-handle")},_removeHandleClassName:function(){this.handleElement.removeClass("ui-draggable-handle")},_createHelper:function(t){var i=this.options,s=e.isFunction(i.helper),n=s?e(i.helper.apply(this.element[0],[t])):"clone"===i.helper?this.element.clone().removeAttr("id"):this.element;return n.parents("body").length||n.appendTo("parent"===i.appendTo?this.element[0].parentNode:i.appendTo),s&&n[0]===this.element[0]&&this._setPositionRelative(),n[0]===this.element[0]||/(fixed|absolute)/.test(n.css("position"))||n.css("position","absolute"),n},_setPositionRelative:function(){/^(?:r|a|f)/.test(this.element.css("position"))||(this.element[0].style.position="relative")},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),e.isArray(t)&&(t={left:+t[0],top:+t[1]||0}),"left"in t&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_isRootNode:function(e){return/(html|body)/i.test(e.tagName)||e===this.document[0]},_getParentOffset:function(){var t=this.offsetParent.offset(),i=this.document[0];return"absolute"===this.cssPosition&&this.scrollParent[0]!==i&&e.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),this._isRootNode(this.offsetParent[0])&&(t={top:0,left:0}),{top:t.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"!==this.cssPosition)return{top:0,left:0};var e=this.element.position(),t=this._isRootNode(this.scrollParent[0]);return{top:e.top-(parseInt(this.helper.css("top"),10)||0)+(t?0:this.scrollParent.scrollTop()),left:e.left-(parseInt(this.helper.css("left"),10)||0)+(t?0:this.scrollParent.scrollLeft())}},_cacheMargins:function(){this.margins={left:parseInt(this.element.css("marginLeft"),10)||0,top:parseInt(this.element.css("marginTop"),10)||0,right:parseInt(this.element.css("marginRight"),10)||0,bottom:parseInt(this.element.css("marginBottom"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,i,s,n=this.options,a=this.document[0];return this.relativeContainer=null,n.containment?"window"===n.containment?(this.containment=[e(window).scrollLeft()-this.offset.relative.left-this.offset.parent.left,e(window).scrollTop()-this.offset.relative.top-this.offset.parent.top,e(window).scrollLeft()+e(window).width()-this.helperProportions.width-this.margins.left,e(window).scrollTop()+(e(window).height()||a.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top],void 0):"document"===n.containment?(this.containment=[0,0,e(a).width()-this.helperProportions.width-this.margins.left,(e(a).height()||a.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top],void 0):n.containment.constructor===Array?(this.containment=n.containment,void 0):("parent"===n.containment&&(n.containment=this.helper[0].parentNode),i=e(n.containment),s=i[0],s&&(t=/(scroll|auto)/.test(i.css("overflow")),this.containment=[(parseInt(i.css("borderLeftWidth"),10)||0)+(parseInt(i.css("paddingLeft"),10)||0),(parseInt(i.css("borderTopWidth"),10)||0)+(parseInt(i.css("paddingTop"),10)||0),(t?Math.max(s.scrollWidth,s.offsetWidth):s.offsetWidth)-(parseInt(i.css("borderRightWidth"),10)||0)-(parseInt(i.css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left-this.margins.right,(t?Math.max(s.scrollHeight,s.offsetHeight):s.offsetHeight)-(parseInt(i.css("borderBottomWidth"),10)||0)-(parseInt(i.css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top-this.margins.bottom],this.relativeContainer=i),void 0):(this.containment=null,void 0)},_convertPositionTo:function(e,t){t||(t=this.position);var i="absolute"===e?1:-1,s=this._isRootNode(this.scrollParent[0]);return{top:t.top+this.offset.relative.top*i+this.offset.parent.top*i-("fixed"===this.cssPosition?-this.offset.scroll.top:s?0:this.offset.scroll.top)*i,left:t.left+this.offset.relative.left*i+this.offset.parent.left*i-("fixed"===this.cssPosition?-this.offset.scroll.left:s?0:this.offset.scroll.left)*i}},_generatePosition:function(e,t){var i,s,n,a,o=this.options,r=this._isRootNode(this.scrollParent[0]),h=e.pageX,l=e.pageY;return r&&this.offset.scroll||(this.offset.scroll={top:this.scrollParent.scrollTop(),left:this.scrollParent.scrollLeft()}),t&&(this.containment&&(this.relativeContainer?(s=this.relativeContainer.offset(),i=[this.containment[0]+s.left,this.containment[1]+s.top,this.containment[2]+s.left,this.containment[3]+s.top]):i=this.containment,e.pageX-this.offset.click.left<i[0]&&(h=i[0]+this.offset.click.left),e.pageY-this.offset.click.top<i[1]&&(l=i[1]+this.offset.click.top),e.pageX-this.offset.click.left>i[2]&&(h=i[2]+this.offset.click.left),e.pageY-this.offset.click.top>i[3]&&(l=i[3]+this.offset.click.top)),o.grid&&(n=o.grid[1]?this.originalPageY+Math.round((l-this.originalPageY)/o.grid[1])*o.grid[1]:this.originalPageY,l=i?n-this.offset.click.top>=i[1]||n-this.offset.click.top>i[3]?n:n-this.offset.click.top>=i[1]?n-o.grid[1]:n+o.grid[1]:n,a=o.grid[0]?this.originalPageX+Math.round((h-this.originalPageX)/o.grid[0])*o.grid[0]:this.originalPageX,h=i?a-this.offset.click.left>=i[0]||a-this.offset.click.left>i[2]?a:a-this.offset.click.left>=i[0]?a-o.grid[0]:a+o.grid[0]:a),"y"===o.axis&&(h=this.originalPageX),"x"===o.axis&&(l=this.originalPageY)),{top:l-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.offset.scroll.top:r?0:this.offset.scroll.top),left:h-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.offset.scroll.left:r?0:this.offset.scroll.left)}},_clear:function(){this.helper.removeClass("ui-draggable-dragging"),this.helper[0]===this.element[0]||this.cancelHelperRemoval||this.helper.remove(),this.helper=null,this.cancelHelperRemoval=!1,this.destroyOnClear&&this.destroy()},_normalizeRightBottom:function(){"y"!==this.options.axis&&"auto"!==this.helper.css("right")&&(this.helper.width(this.helper.width()),this.helper.css("right","auto")),"x"!==this.options.axis&&"auto"!==this.helper.css("bottom")&&(this.helper.height(this.helper.height()),this.helper.css("bottom","auto"))},_trigger:function(t,i,s){return s=s||this._uiHash(),e.ui.plugin.call(this,t,[i,s,this],!0),/^(drag|start|stop)/.test(t)&&(this.positionAbs=this._convertPositionTo("absolute"),s.offset=this.positionAbs),e.Widget.prototype._trigger.call(this,t,i,s)},plugins:{},_uiHash:function(){return{helper:this.helper,position:this.position,originalPosition:this.originalPosition,offset:this.positionAbs}}}),e.ui.plugin.add("draggable","connectToSortable",{start:function(t,i,s){var n=e.extend({},i,{item:s.element});s.sortables=[],e(s.options.connectToSortable).each(function(){var i=e(this).sortable("instance");i&&!i.options.disabled&&(s.sortables.push(i),i.refreshPositions(),i._trigger("activate",t,n))})},stop:function(t,i,s){var n=e.extend({},i,{item:s.element});s.cancelHelperRemoval=!1,e.each(s.sortables,function(){var e=this;e.isOver?(e.isOver=0,s.cancelHelperRemoval=!0,e.cancelHelperRemoval=!1,e._storedCSS={position:e.placeholder.css("position"),top:e.placeholder.css("top"),left:e.placeholder.css("left")},e._mouseStop(t),e.options.helper=e.options._helper):(e.cancelHelperRemoval=!0,e._trigger("deactivate",t,n))})},drag:function(t,i,s){e.each(s.sortables,function(){var n=!1,a=this;a.positionAbs=s.positionAbs,a.helperProportions=s.helperProportions,a.offset.click=s.offset.click,a._intersectsWith(a.containerCache)&&(n=!0,e.each(s.sortables,function(){return this.positionAbs=s.positionAbs,this.helperProportions=s.helperProportions,this.offset.click=s.offset.click,this!==a&&this._intersectsWith(this.containerCache)&&e.contains(a.element[0],this.element[0])&&(n=!1),n
})),n?(a.isOver||(a.isOver=1,s._parent=i.helper.parent(),a.currentItem=i.helper.appendTo(a.element).data("ui-sortable-item",!0),a.options._helper=a.options.helper,a.options.helper=function(){return i.helper[0]},t.target=a.currentItem[0],a._mouseCapture(t,!0),a._mouseStart(t,!0,!0),a.offset.click.top=s.offset.click.top,a.offset.click.left=s.offset.click.left,a.offset.parent.left-=s.offset.parent.left-a.offset.parent.left,a.offset.parent.top-=s.offset.parent.top-a.offset.parent.top,s._trigger("toSortable",t),s.dropped=a.element,e.each(s.sortables,function(){this.refreshPositions()}),s.currentItem=s.element,a.fromOutside=s),a.currentItem&&(a._mouseDrag(t),i.position=a.position)):a.isOver&&(a.isOver=0,a.cancelHelperRemoval=!0,a.options._revert=a.options.revert,a.options.revert=!1,a._trigger("out",t,a._uiHash(a)),a._mouseStop(t,!0),a.options.revert=a.options._revert,a.options.helper=a.options._helper,a.placeholder&&a.placeholder.remove(),i.helper.appendTo(s._parent),s._refreshOffsets(t),i.position=s._generatePosition(t,!0),s._trigger("fromSortable",t),s.dropped=!1,e.each(s.sortables,function(){this.refreshPositions()}))})}}),e.ui.plugin.add("draggable","cursor",{start:function(t,i,s){var n=e("body"),a=s.options;n.css("cursor")&&(a._cursor=n.css("cursor")),n.css("cursor",a.cursor)},stop:function(t,i,s){var n=s.options;n._cursor&&e("body").css("cursor",n._cursor)}}),e.ui.plugin.add("draggable","opacity",{start:function(t,i,s){var n=e(i.helper),a=s.options;n.css("opacity")&&(a._opacity=n.css("opacity")),n.css("opacity",a.opacity)},stop:function(t,i,s){var n=s.options;n._opacity&&e(i.helper).css("opacity",n._opacity)}}),e.ui.plugin.add("draggable","scroll",{start:function(e,t,i){i.scrollParentNotHidden||(i.scrollParentNotHidden=i.helper.scrollParent(!1)),i.scrollParentNotHidden[0]!==i.document[0]&&"HTML"!==i.scrollParentNotHidden[0].tagName&&(i.overflowOffset=i.scrollParentNotHidden.offset())},drag:function(t,i,s){var n=s.options,a=!1,o=s.scrollParentNotHidden[0],r=s.document[0];o!==r&&"HTML"!==o.tagName?(n.axis&&"x"===n.axis||(s.overflowOffset.top+o.offsetHeight-t.pageY<n.scrollSensitivity?o.scrollTop=a=o.scrollTop+n.scrollSpeed:t.pageY-s.overflowOffset.top<n.scrollSensitivity&&(o.scrollTop=a=o.scrollTop-n.scrollSpeed)),n.axis&&"y"===n.axis||(s.overflowOffset.left+o.offsetWidth-t.pageX<n.scrollSensitivity?o.scrollLeft=a=o.scrollLeft+n.scrollSpeed:t.pageX-s.overflowOffset.left<n.scrollSensitivity&&(o.scrollLeft=a=o.scrollLeft-n.scrollSpeed))):(n.axis&&"x"===n.axis||(t.pageY-e(r).scrollTop()<n.scrollSensitivity?a=e(r).scrollTop(e(r).scrollTop()-n.scrollSpeed):e(window).height()-(t.pageY-e(r).scrollTop())<n.scrollSensitivity&&(a=e(r).scrollTop(e(r).scrollTop()+n.scrollSpeed))),n.axis&&"y"===n.axis||(t.pageX-e(r).scrollLeft()<n.scrollSensitivity?a=e(r).scrollLeft(e(r).scrollLeft()-n.scrollSpeed):e(window).width()-(t.pageX-e(r).scrollLeft())<n.scrollSensitivity&&(a=e(r).scrollLeft(e(r).scrollLeft()+n.scrollSpeed)))),a!==!1&&e.ui.ddmanager&&!n.dropBehaviour&&e.ui.ddmanager.prepareOffsets(s,t)}}),e.ui.plugin.add("draggable","snap",{start:function(t,i,s){var n=s.options;s.snapElements=[],e(n.snap.constructor!==String?n.snap.items||":data(ui-draggable)":n.snap).each(function(){var t=e(this),i=t.offset();this!==s.element[0]&&s.snapElements.push({item:this,width:t.outerWidth(),height:t.outerHeight(),top:i.top,left:i.left})})},drag:function(t,i,s){var n,a,o,r,h,l,u,d,c,p,f=s.options,m=f.snapTolerance,g=i.offset.left,v=g+s.helperProportions.width,y=i.offset.top,b=y+s.helperProportions.height;for(c=s.snapElements.length-1;c>=0;c--)h=s.snapElements[c].left-s.margins.left,l=h+s.snapElements[c].width,u=s.snapElements[c].top-s.margins.top,d=u+s.snapElements[c].height,h-m>v||g>l+m||u-m>b||y>d+m||!e.contains(s.snapElements[c].item.ownerDocument,s.snapElements[c].item)?(s.snapElements[c].snapping&&s.options.snap.release&&s.options.snap.release.call(s.element,t,e.extend(s._uiHash(),{snapItem:s.snapElements[c].item})),s.snapElements[c].snapping=!1):("inner"!==f.snapMode&&(n=m>=Math.abs(u-b),a=m>=Math.abs(d-y),o=m>=Math.abs(h-v),r=m>=Math.abs(l-g),n&&(i.position.top=s._convertPositionTo("relative",{top:u-s.helperProportions.height,left:0}).top),a&&(i.position.top=s._convertPositionTo("relative",{top:d,left:0}).top),o&&(i.position.left=s._convertPositionTo("relative",{top:0,left:h-s.helperProportions.width}).left),r&&(i.position.left=s._convertPositionTo("relative",{top:0,left:l}).left)),p=n||a||o||r,"outer"!==f.snapMode&&(n=m>=Math.abs(u-y),a=m>=Math.abs(d-b),o=m>=Math.abs(h-g),r=m>=Math.abs(l-v),n&&(i.position.top=s._convertPositionTo("relative",{top:u,left:0}).top),a&&(i.position.top=s._convertPositionTo("relative",{top:d-s.helperProportions.height,left:0}).top),o&&(i.position.left=s._convertPositionTo("relative",{top:0,left:h}).left),r&&(i.position.left=s._convertPositionTo("relative",{top:0,left:l-s.helperProportions.width}).left)),!s.snapElements[c].snapping&&(n||a||o||r||p)&&s.options.snap.snap&&s.options.snap.snap.call(s.element,t,e.extend(s._uiHash(),{snapItem:s.snapElements[c].item})),s.snapElements[c].snapping=n||a||o||r||p)}}),e.ui.plugin.add("draggable","stack",{start:function(t,i,s){var n,a=s.options,o=e.makeArray(e(a.stack)).sort(function(t,i){return(parseInt(e(t).css("zIndex"),10)||0)-(parseInt(e(i).css("zIndex"),10)||0)});o.length&&(n=parseInt(e(o[0]).css("zIndex"),10)||0,e(o).each(function(t){e(this).css("zIndex",n+t)}),this.css("zIndex",n+o.length))}}),e.ui.plugin.add("draggable","zIndex",{start:function(t,i,s){var n=e(i.helper),a=s.options;n.css("zIndex")&&(a._zIndex=n.css("zIndex")),n.css("zIndex",a.zIndex)},stop:function(t,i,s){var n=s.options;n._zIndex&&e(i.helper).css("zIndex",n._zIndex)}}),e.ui.draggable,e.widget("ui.droppable",{version:"1.11.4",widgetEventPrefix:"drop",options:{accept:"*",activeClass:!1,addClasses:!0,greedy:!1,hoverClass:!1,scope:"default",tolerance:"intersect",activate:null,deactivate:null,drop:null,out:null,over:null},_create:function(){var t,i=this.options,s=i.accept;this.isover=!1,this.isout=!0,this.accept=e.isFunction(s)?s:function(e){return e.is(s)},this.proportions=function(){return arguments.length?(t=arguments[0],void 0):t?t:t={width:this.element[0].offsetWidth,height:this.element[0].offsetHeight}},this._addToManager(i.scope),i.addClasses&&this.element.addClass("ui-droppable")},_addToManager:function(t){e.ui.ddmanager.droppables[t]=e.ui.ddmanager.droppables[t]||[],e.ui.ddmanager.droppables[t].push(this)},_splice:function(e){for(var t=0;e.length>t;t++)e[t]===this&&e.splice(t,1)},_destroy:function(){var t=e.ui.ddmanager.droppables[this.options.scope];this._splice(t),this.element.removeClass("ui-droppable ui-droppable-disabled")},_setOption:function(t,i){if("accept"===t)this.accept=e.isFunction(i)?i:function(e){return e.is(i)};else if("scope"===t){var s=e.ui.ddmanager.droppables[this.options.scope];this._splice(s),this._addToManager(i)}this._super(t,i)},_activate:function(t){var i=e.ui.ddmanager.current;this.options.activeClass&&this.element.addClass(this.options.activeClass),i&&this._trigger("activate",t,this.ui(i))},_deactivate:function(t){var i=e.ui.ddmanager.current;this.options.activeClass&&this.element.removeClass(this.options.activeClass),i&&this._trigger("deactivate",t,this.ui(i))},_over:function(t){var i=e.ui.ddmanager.current;i&&(i.currentItem||i.element)[0]!==this.element[0]&&this.accept.call(this.element[0],i.currentItem||i.element)&&(this.options.hoverClass&&this.element.addClass(this.options.hoverClass),this._trigger("over",t,this.ui(i)))},_out:function(t){var i=e.ui.ddmanager.current;i&&(i.currentItem||i.element)[0]!==this.element[0]&&this.accept.call(this.element[0],i.currentItem||i.element)&&(this.options.hoverClass&&this.element.removeClass(this.options.hoverClass),this._trigger("out",t,this.ui(i)))},_drop:function(t,i){var s=i||e.ui.ddmanager.current,n=!1;return s&&(s.currentItem||s.element)[0]!==this.element[0]?(this.element.find(":data(ui-droppable)").not(".ui-draggable-dragging").each(function(){var i=e(this).droppable("instance");return i.options.greedy&&!i.options.disabled&&i.options.scope===s.options.scope&&i.accept.call(i.element[0],s.currentItem||s.element)&&e.ui.intersect(s,e.extend(i,{offset:i.element.offset()}),i.options.tolerance,t)?(n=!0,!1):void 0}),n?!1:this.accept.call(this.element[0],s.currentItem||s.element)?(this.options.activeClass&&this.element.removeClass(this.options.activeClass),this.options.hoverClass&&this.element.removeClass(this.options.hoverClass),this._trigger("drop",t,this.ui(s)),this.element):!1):!1},ui:function(e){return{draggable:e.currentItem||e.element,helper:e.helper,position:e.position,offset:e.positionAbs}}}),e.ui.intersect=function(){function e(e,t,i){return e>=t&&t+i>e}return function(t,i,s,n){if(!i.offset)return!1;var a=(t.positionAbs||t.position.absolute).left+t.margins.left,o=(t.positionAbs||t.position.absolute).top+t.margins.top,r=a+t.helperProportions.width,h=o+t.helperProportions.height,l=i.offset.left,u=i.offset.top,d=l+i.proportions().width,c=u+i.proportions().height;switch(s){case"fit":return a>=l&&d>=r&&o>=u&&c>=h;case"intersect":return a+t.helperProportions.width/2>l&&d>r-t.helperProportions.width/2&&o+t.helperProportions.height/2>u&&c>h-t.helperProportions.height/2;case"pointer":return e(n.pageY,u,i.proportions().height)&&e(n.pageX,l,i.proportions().width);case"touch":return(o>=u&&c>=o||h>=u&&c>=h||u>o&&h>c)&&(a>=l&&d>=a||r>=l&&d>=r||l>a&&r>d);default:return!1}}}(),e.ui.ddmanager={current:null,droppables:{"default":[]},prepareOffsets:function(t,i){var s,n,a=e.ui.ddmanager.droppables[t.options.scope]||[],o=i?i.type:null,r=(t.currentItem||t.element).find(":data(ui-droppable)").addBack();e:for(s=0;a.length>s;s++)if(!(a[s].options.disabled||t&&!a[s].accept.call(a[s].element[0],t.currentItem||t.element))){for(n=0;r.length>n;n++)if(r[n]===a[s].element[0]){a[s].proportions().height=0;continue e}a[s].visible="none"!==a[s].element.css("display"),a[s].visible&&("mousedown"===o&&a[s]._activate.call(a[s],i),a[s].offset=a[s].element.offset(),a[s].proportions({width:a[s].element[0].offsetWidth,height:a[s].element[0].offsetHeight}))}},drop:function(t,i){var s=!1;return e.each((e.ui.ddmanager.droppables[t.options.scope]||[]).slice(),function(){this.options&&(!this.options.disabled&&this.visible&&e.ui.intersect(t,this,this.options.tolerance,i)&&(s=this._drop.call(this,i)||s),!this.options.disabled&&this.visible&&this.accept.call(this.element[0],t.currentItem||t.element)&&(this.isout=!0,this.isover=!1,this._deactivate.call(this,i)))}),s},dragStart:function(t,i){t.element.parentsUntil("body").bind("scroll.droppable",function(){t.options.refreshPositions||e.ui.ddmanager.prepareOffsets(t,i)})},drag:function(t,i){t.options.refreshPositions&&e.ui.ddmanager.prepareOffsets(t,i),e.each(e.ui.ddmanager.droppables[t.options.scope]||[],function(){if(!this.options.disabled&&!this.greedyChild&&this.visible){var s,n,a,o=e.ui.intersect(t,this,this.options.tolerance,i),r=!o&&this.isover?"isout":o&&!this.isover?"isover":null;r&&(this.options.greedy&&(n=this.options.scope,a=this.element.parents(":data(ui-droppable)").filter(function(){return e(this).droppable("instance").options.scope===n}),a.length&&(s=e(a[0]).droppable("instance"),s.greedyChild="isover"===r)),s&&"isover"===r&&(s.isover=!1,s.isout=!0,s._out.call(s,i)),this[r]=!0,this["isout"===r?"isover":"isout"]=!1,this["isover"===r?"_over":"_out"].call(this,i),s&&"isout"===r&&(s.isout=!1,s.isover=!0,s._over.call(s,i)))}})},dragStop:function(t,i){t.element.parentsUntil("body").unbind("scroll.droppable"),t.options.refreshPositions||e.ui.ddmanager.prepareOffsets(t,i)}},e.ui.droppable,e.widget("ui.resizable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"resize",options:{alsoResize:!1,animate:!1,animateDuration:"slow",animateEasing:"swing",aspectRatio:!1,autoHide:!1,containment:!1,ghost:!1,grid:!1,handles:"e,s,se",helper:!1,maxHeight:null,maxWidth:null,minHeight:10,minWidth:10,zIndex:90,resize:null,start:null,stop:null},_num:function(e){return parseInt(e,10)||0},_isNumber:function(e){return!isNaN(parseInt(e,10))},_hasScroll:function(t,i){if("hidden"===e(t).css("overflow"))return!1;var s=i&&"left"===i?"scrollLeft":"scrollTop",n=!1;return t[s]>0?!0:(t[s]=1,n=t[s]>0,t[s]=0,n)},_create:function(){var t,i,s,n,a,o=this,r=this.options;if(this.element.addClass("ui-resizable"),e.extend(this,{_aspectRatio:!!r.aspectRatio,aspectRatio:r.aspectRatio,originalElement:this.element,_proportionallyResizeElements:[],_helper:r.helper||r.ghost||r.animate?r.helper||"ui-resizable-helper":null}),this.element[0].nodeName.match(/^(canvas|textarea|input|select|button|img)$/i)&&(this.element.wrap(e("<div class='ui-wrapper' style='overflow: hidden;'></div>").css({position:this.element.css("position"),width:this.element.outerWidth(),height:this.element.outerHeight(),top:this.element.css("top"),left:this.element.css("left")})),this.element=this.element.parent().data("ui-resizable",this.element.resizable("instance")),this.elementIsWrapper=!0,this.element.css({marginLeft:this.originalElement.css("marginLeft"),marginTop:this.originalElement.css("marginTop"),marginRight:this.originalElement.css("marginRight"),marginBottom:this.originalElement.css("marginBottom")}),this.originalElement.css({marginLeft:0,marginTop:0,marginRight:0,marginBottom:0}),this.originalResizeStyle=this.originalElement.css("resize"),this.originalElement.css("resize","none"),this._proportionallyResizeElements.push(this.originalElement.css({position:"static",zoom:1,display:"block"})),this.originalElement.css({margin:this.originalElement.css("margin")}),this._proportionallyResize()),this.handles=r.handles||(e(".ui-resizable-handle",this.element).length?{n:".ui-resizable-n",e:".ui-resizable-e",s:".ui-resizable-s",w:".ui-resizable-w",se:".ui-resizable-se",sw:".ui-resizable-sw",ne:".ui-resizable-ne",nw:".ui-resizable-nw"}:"e,s,se"),this._handles=e(),this.handles.constructor===String)for("all"===this.handles&&(this.handles="n,e,s,w,se,sw,ne,nw"),t=this.handles.split(","),this.handles={},i=0;t.length>i;i++)s=e.trim(t[i]),a="ui-resizable-"+s,n=e("<div class='ui-resizable-handle "+a+"'></div>"),n.css({zIndex:r.zIndex}),"se"===s&&n.addClass("ui-icon ui-icon-gripsmall-diagonal-se"),this.handles[s]=".ui-resizable-"+s,this.element.append(n);this._renderAxis=function(t){var i,s,n,a;t=t||this.element;for(i in this.handles)this.handles[i].constructor===String?this.handles[i]=this.element.children(this.handles[i]).first().show():(this.handles[i].jquery||this.handles[i].nodeType)&&(this.handles[i]=e(this.handles[i]),this._on(this.handles[i],{mousedown:o._mouseDown})),this.elementIsWrapper&&this.originalElement[0].nodeName.match(/^(textarea|input|select|button)$/i)&&(s=e(this.handles[i],this.element),a=/sw|ne|nw|se|n|s/.test(i)?s.outerHeight():s.outerWidth(),n=["padding",/ne|nw|n/.test(i)?"Top":/se|sw|s/.test(i)?"Bottom":/^e$/.test(i)?"Right":"Left"].join(""),t.css(n,a),this._proportionallyResize()),this._handles=this._handles.add(this.handles[i])},this._renderAxis(this.element),this._handles=this._handles.add(this.element.find(".ui-resizable-handle")),this._handles.disableSelection(),this._handles.mouseover(function(){o.resizing||(this.className&&(n=this.className.match(/ui-resizable-(se|sw|ne|nw|n|e|s|w)/i)),o.axis=n&&n[1]?n[1]:"se")}),r.autoHide&&(this._handles.hide(),e(this.element).addClass("ui-resizable-autohide").mouseenter(function(){r.disabled||(e(this).removeClass("ui-resizable-autohide"),o._handles.show())}).mouseleave(function(){r.disabled||o.resizing||(e(this).addClass("ui-resizable-autohide"),o._handles.hide())})),this._mouseInit()},_destroy:function(){this._mouseDestroy();var t,i=function(t){e(t).removeClass("ui-resizable ui-resizable-disabled ui-resizable-resizing").removeData("resizable").removeData("ui-resizable").unbind(".resizable").find(".ui-resizable-handle").remove()};return this.elementIsWrapper&&(i(this.element),t=this.element,this.originalElement.css({position:t.css("position"),width:t.outerWidth(),height:t.outerHeight(),top:t.css("top"),left:t.css("left")}).insertAfter(t),t.remove()),this.originalElement.css("resize",this.originalResizeStyle),i(this.originalElement),this},_mouseCapture:function(t){var i,s,n=!1;for(i in this.handles)s=e(this.handles[i])[0],(s===t.target||e.contains(s,t.target))&&(n=!0);return!this.options.disabled&&n},_mouseStart:function(t){var i,s,n,a=this.options,o=this.element;return this.resizing=!0,this._renderProxy(),i=this._num(this.helper.css("left")),s=this._num(this.helper.css("top")),a.containment&&(i+=e(a.containment).scrollLeft()||0,s+=e(a.containment).scrollTop()||0),this.offset=this.helper.offset(),this.position={left:i,top:s},this.size=this._helper?{width:this.helper.width(),height:this.helper.height()}:{width:o.width(),height:o.height()},this.originalSize=this._helper?{width:o.outerWidth(),height:o.outerHeight()}:{width:o.width(),height:o.height()},this.sizeDiff={width:o.outerWidth()-o.width(),height:o.outerHeight()-o.height()},this.originalPosition={left:i,top:s},this.originalMousePosition={left:t.pageX,top:t.pageY},this.aspectRatio="number"==typeof a.aspectRatio?a.aspectRatio:this.originalSize.width/this.originalSize.height||1,n=e(".ui-resizable-"+this.axis).css("cursor"),e("body").css("cursor","auto"===n?this.axis+"-resize":n),o.addClass("ui-resizable-resizing"),this._propagate("start",t),!0},_mouseDrag:function(t){var i,s,n=this.originalMousePosition,a=this.axis,o=t.pageX-n.left||0,r=t.pageY-n.top||0,h=this._change[a];return this._updatePrevProperties(),h?(i=h.apply(this,[t,o,r]),this._updateVirtualBoundaries(t.shiftKey),(this._aspectRatio||t.shiftKey)&&(i=this._updateRatio(i,t)),i=this._respectSize(i,t),this._updateCache(i),this._propagate("resize",t),s=this._applyChanges(),!this._helper&&this._proportionallyResizeElements.length&&this._proportionallyResize(),e.isEmptyObject(s)||(this._updatePrevProperties(),this._trigger("resize",t,this.ui()),this._applyChanges()),!1):!1},_mouseStop:function(t){this.resizing=!1;var i,s,n,a,o,r,h,l=this.options,u=this;return this._helper&&(i=this._proportionallyResizeElements,s=i.length&&/textarea/i.test(i[0].nodeName),n=s&&this._hasScroll(i[0],"left")?0:u.sizeDiff.height,a=s?0:u.sizeDiff.width,o={width:u.helper.width()-a,height:u.helper.height()-n},r=parseInt(u.element.css("left"),10)+(u.position.left-u.originalPosition.left)||null,h=parseInt(u.element.css("top"),10)+(u.position.top-u.originalPosition.top)||null,l.animate||this.element.css(e.extend(o,{top:h,left:r})),u.helper.height(u.size.height),u.helper.width(u.size.width),this._helper&&!l.animate&&this._proportionallyResize()),e("body").css("cursor","auto"),this.element.removeClass("ui-resizable-resizing"),this._propagate("stop",t),this._helper&&this.helper.remove(),!1},_updatePrevProperties:function(){this.prevPosition={top:this.position.top,left:this.position.left},this.prevSize={width:this.size.width,height:this.size.height}},_applyChanges:function(){var e={};return this.position.top!==this.prevPosition.top&&(e.top=this.position.top+"px"),this.position.left!==this.prevPosition.left&&(e.left=this.position.left+"px"),this.size.width!==this.prevSize.width&&(e.width=this.size.width+"px"),this.size.height!==this.prevSize.height&&(e.height=this.size.height+"px"),this.helper.css(e),e},_updateVirtualBoundaries:function(e){var t,i,s,n,a,o=this.options;a={minWidth:this._isNumber(o.minWidth)?o.minWidth:0,maxWidth:this._isNumber(o.maxWidth)?o.maxWidth:1/0,minHeight:this._isNumber(o.minHeight)?o.minHeight:0,maxHeight:this._isNumber(o.maxHeight)?o.maxHeight:1/0},(this._aspectRatio||e)&&(t=a.minHeight*this.aspectRatio,s=a.minWidth/this.aspectRatio,i=a.maxHeight*this.aspectRatio,n=a.maxWidth/this.aspectRatio,t>a.minWidth&&(a.minWidth=t),s>a.minHeight&&(a.minHeight=s),a.maxWidth>i&&(a.maxWidth=i),a.maxHeight>n&&(a.maxHeight=n)),this._vBoundaries=a},_updateCache:function(e){this.offset=this.helper.offset(),this._isNumber(e.left)&&(this.position.left=e.left),this._isNumber(e.top)&&(this.position.top=e.top),this._isNumber(e.height)&&(this.size.height=e.height),this._isNumber(e.width)&&(this.size.width=e.width)},_updateRatio:function(e){var t=this.position,i=this.size,s=this.axis;return this._isNumber(e.height)?e.width=e.height*this.aspectRatio:this._isNumber(e.width)&&(e.height=e.width/this.aspectRatio),"sw"===s&&(e.left=t.left+(i.width-e.width),e.top=null),"nw"===s&&(e.top=t.top+(i.height-e.height),e.left=t.left+(i.width-e.width)),e},_respectSize:function(e){var t=this._vBoundaries,i=this.axis,s=this._isNumber(e.width)&&t.maxWidth&&t.maxWidth<e.width,n=this._isNumber(e.height)&&t.maxHeight&&t.maxHeight<e.height,a=this._isNumber(e.width)&&t.minWidth&&t.minWidth>e.width,o=this._isNumber(e.height)&&t.minHeight&&t.minHeight>e.height,r=this.originalPosition.left+this.originalSize.width,h=this.position.top+this.size.height,l=/sw|nw|w/.test(i),u=/nw|ne|n/.test(i);return a&&(e.width=t.minWidth),o&&(e.height=t.minHeight),s&&(e.width=t.maxWidth),n&&(e.height=t.maxHeight),a&&l&&(e.left=r-t.minWidth),s&&l&&(e.left=r-t.maxWidth),o&&u&&(e.top=h-t.minHeight),n&&u&&(e.top=h-t.maxHeight),e.width||e.height||e.left||!e.top?e.width||e.height||e.top||!e.left||(e.left=null):e.top=null,e},_getPaddingPlusBorderDimensions:function(e){for(var t=0,i=[],s=[e.css("borderTopWidth"),e.css("borderRightWidth"),e.css("borderBottomWidth"),e.css("borderLeftWidth")],n=[e.css("paddingTop"),e.css("paddingRight"),e.css("paddingBottom"),e.css("paddingLeft")];4>t;t++)i[t]=parseInt(s[t],10)||0,i[t]+=parseInt(n[t],10)||0;return{height:i[0]+i[2],width:i[1]+i[3]}},_proportionallyResize:function(){if(this._proportionallyResizeElements.length)for(var e,t=0,i=this.helper||this.element;this._proportionallyResizeElements.length>t;t++)e=this._proportionallyResizeElements[t],this.outerDimensions||(this.outerDimensions=this._getPaddingPlusBorderDimensions(e)),e.css({height:i.height()-this.outerDimensions.height||0,width:i.width()-this.outerDimensions.width||0})},_renderProxy:function(){var t=this.element,i=this.options;this.elementOffset=t.offset(),this._helper?(this.helper=this.helper||e("<div style='overflow:hidden;'></div>"),this.helper.addClass(this._helper).css({width:this.element.outerWidth()-1,height:this.element.outerHeight()-1,position:"absolute",left:this.elementOffset.left+"px",top:this.elementOffset.top+"px",zIndex:++i.zIndex}),this.helper.appendTo("body").disableSelection()):this.helper=this.element},_change:{e:function(e,t){return{width:this.originalSize.width+t}},w:function(e,t){var i=this.originalSize,s=this.originalPosition;return{left:s.left+t,width:i.width-t}},n:function(e,t,i){var s=this.originalSize,n=this.originalPosition;return{top:n.top+i,height:s.height-i}},s:function(e,t,i){return{height:this.originalSize.height+i}},se:function(t,i,s){return e.extend(this._change.s.apply(this,arguments),this._change.e.apply(this,[t,i,s]))},sw:function(t,i,s){return e.extend(this._change.s.apply(this,arguments),this._change.w.apply(this,[t,i,s]))},ne:function(t,i,s){return e.extend(this._change.n.apply(this,arguments),this._change.e.apply(this,[t,i,s]))},nw:function(t,i,s){return e.extend(this._change.n.apply(this,arguments),this._change.w.apply(this,[t,i,s]))}},_propagate:function(t,i){e.ui.plugin.call(this,t,[i,this.ui()]),"resize"!==t&&this._trigger(t,i,this.ui())},plugins:{},ui:function(){return{originalElement:this.originalElement,element:this.element,helper:this.helper,position:this.position,size:this.size,originalSize:this.originalSize,originalPosition:this.originalPosition}}}),e.ui.plugin.add("resizable","animate",{stop:function(t){var i=e(this).resizable("instance"),s=i.options,n=i._proportionallyResizeElements,a=n.length&&/textarea/i.test(n[0].nodeName),o=a&&i._hasScroll(n[0],"left")?0:i.sizeDiff.height,r=a?0:i.sizeDiff.width,h={width:i.size.width-r,height:i.size.height-o},l=parseInt(i.element.css("left"),10)+(i.position.left-i.originalPosition.left)||null,u=parseInt(i.element.css("top"),10)+(i.position.top-i.originalPosition.top)||null;i.element.animate(e.extend(h,u&&l?{top:u,left:l}:{}),{duration:s.animateDuration,easing:s.animateEasing,step:function(){var s={width:parseInt(i.element.css("width"),10),height:parseInt(i.element.css("height"),10),top:parseInt(i.element.css("top"),10),left:parseInt(i.element.css("left"),10)};n&&n.length&&e(n[0]).css({width:s.width,height:s.height}),i._updateCache(s),i._propagate("resize",t)}})}}),e.ui.plugin.add("resizable","containment",{start:function(){var t,i,s,n,a,o,r,h=e(this).resizable("instance"),l=h.options,u=h.element,d=l.containment,c=d instanceof e?d.get(0):/parent/.test(d)?u.parent().get(0):d;c&&(h.containerElement=e(c),/document/.test(d)||d===document?(h.containerOffset={left:0,top:0},h.containerPosition={left:0,top:0},h.parentData={element:e(document),left:0,top:0,width:e(document).width(),height:e(document).height()||document.body.parentNode.scrollHeight}):(t=e(c),i=[],e(["Top","Right","Left","Bottom"]).each(function(e,s){i[e]=h._num(t.css("padding"+s))}),h.containerOffset=t.offset(),h.containerPosition=t.position(),h.containerSize={height:t.innerHeight()-i[3],width:t.innerWidth()-i[1]},s=h.containerOffset,n=h.containerSize.height,a=h.containerSize.width,o=h._hasScroll(c,"left")?c.scrollWidth:a,r=h._hasScroll(c)?c.scrollHeight:n,h.parentData={element:c,left:s.left,top:s.top,width:o,height:r}))},resize:function(t){var i,s,n,a,o=e(this).resizable("instance"),r=o.options,h=o.containerOffset,l=o.position,u=o._aspectRatio||t.shiftKey,d={top:0,left:0},c=o.containerElement,p=!0;c[0]!==document&&/static/.test(c.css("position"))&&(d=h),l.left<(o._helper?h.left:0)&&(o.size.width=o.size.width+(o._helper?o.position.left-h.left:o.position.left-d.left),u&&(o.size.height=o.size.width/o.aspectRatio,p=!1),o.position.left=r.helper?h.left:0),l.top<(o._helper?h.top:0)&&(o.size.height=o.size.height+(o._helper?o.position.top-h.top:o.position.top),u&&(o.size.width=o.size.height*o.aspectRatio,p=!1),o.position.top=o._helper?h.top:0),n=o.containerElement.get(0)===o.element.parent().get(0),a=/relative|absolute/.test(o.containerElement.css("position")),n&&a?(o.offset.left=o.parentData.left+o.position.left,o.offset.top=o.parentData.top+o.position.top):(o.offset.left=o.element.offset().left,o.offset.top=o.element.offset().top),i=Math.abs(o.sizeDiff.width+(o._helper?o.offset.left-d.left:o.offset.left-h.left)),s=Math.abs(o.sizeDiff.height+(o._helper?o.offset.top-d.top:o.offset.top-h.top)),i+o.size.width>=o.parentData.width&&(o.size.width=o.parentData.width-i,u&&(o.size.height=o.size.width/o.aspectRatio,p=!1)),s+o.size.height>=o.parentData.height&&(o.size.height=o.parentData.height-s,u&&(o.size.width=o.size.height*o.aspectRatio,p=!1)),p||(o.position.left=o.prevPosition.left,o.position.top=o.prevPosition.top,o.size.width=o.prevSize.width,o.size.height=o.prevSize.height)},stop:function(){var t=e(this).resizable("instance"),i=t.options,s=t.containerOffset,n=t.containerPosition,a=t.containerElement,o=e(t.helper),r=o.offset(),h=o.outerWidth()-t.sizeDiff.width,l=o.outerHeight()-t.sizeDiff.height;t._helper&&!i.animate&&/relative/.test(a.css("position"))&&e(this).css({left:r.left-n.left-s.left,width:h,height:l}),t._helper&&!i.animate&&/static/.test(a.css("position"))&&e(this).css({left:r.left-n.left-s.left,width:h,height:l})}}),e.ui.plugin.add("resizable","alsoResize",{start:function(){var t=e(this).resizable("instance"),i=t.options;e(i.alsoResize).each(function(){var t=e(this);t.data("ui-resizable-alsoresize",{width:parseInt(t.width(),10),height:parseInt(t.height(),10),left:parseInt(t.css("left"),10),top:parseInt(t.css("top"),10)})})},resize:function(t,i){var s=e(this).resizable("instance"),n=s.options,a=s.originalSize,o=s.originalPosition,r={height:s.size.height-a.height||0,width:s.size.width-a.width||0,top:s.position.top-o.top||0,left:s.position.left-o.left||0};e(n.alsoResize).each(function(){var t=e(this),s=e(this).data("ui-resizable-alsoresize"),n={},a=t.parents(i.originalElement[0]).length?["width","height"]:["width","height","top","left"];e.each(a,function(e,t){var i=(s[t]||0)+(r[t]||0);i&&i>=0&&(n[t]=i||null)}),t.css(n)})},stop:function(){e(this).removeData("resizable-alsoresize")}}),e.ui.plugin.add("resizable","ghost",{start:function(){var t=e(this).resizable("instance"),i=t.options,s=t.size;t.ghost=t.originalElement.clone(),t.ghost.css({opacity:.25,display:"block",position:"relative",height:s.height,width:s.width,margin:0,left:0,top:0}).addClass("ui-resizable-ghost").addClass("string"==typeof i.ghost?i.ghost:""),t.ghost.appendTo(t.helper)},resize:function(){var t=e(this).resizable("instance");t.ghost&&t.ghost.css({position:"relative",height:t.size.height,width:t.size.width})},stop:function(){var t=e(this).resizable("instance");t.ghost&&t.helper&&t.helper.get(0).removeChild(t.ghost.get(0))}}),e.ui.plugin.add("resizable","grid",{resize:function(){var t,i=e(this).resizable("instance"),s=i.options,n=i.size,a=i.originalSize,o=i.originalPosition,r=i.axis,h="number"==typeof s.grid?[s.grid,s.grid]:s.grid,l=h[0]||1,u=h[1]||1,d=Math.round((n.width-a.width)/l)*l,c=Math.round((n.height-a.height)/u)*u,p=a.width+d,f=a.height+c,m=s.maxWidth&&p>s.maxWidth,g=s.maxHeight&&f>s.maxHeight,v=s.minWidth&&s.minWidth>p,y=s.minHeight&&s.minHeight>f;s.grid=h,v&&(p+=l),y&&(f+=u),m&&(p-=l),g&&(f-=u),/^(se|s|e)$/.test(r)?(i.size.width=p,i.size.height=f):/^(ne)$/.test(r)?(i.size.width=p,i.size.height=f,i.position.top=o.top-c):/^(sw)$/.test(r)?(i.size.width=p,i.size.height=f,i.position.left=o.left-d):((0>=f-u||0>=p-l)&&(t=i._getPaddingPlusBorderDimensions(this)),f-u>0?(i.size.height=f,i.position.top=o.top-c):(f=u-t.height,i.size.height=f,i.position.top=o.top+a.height-f),p-l>0?(i.size.width=p,i.position.left=o.left-d):(p=l-t.width,i.size.width=p,i.position.left=o.left+a.width-p))}}),e.ui.resizable,e.widget("ui.selectable",e.ui.mouse,{version:"1.11.4",options:{appendTo:"body",autoRefresh:!0,distance:0,filter:"*",tolerance:"touch",selected:null,selecting:null,start:null,stop:null,unselected:null,unselecting:null},_create:function(){var t,i=this;this.element.addClass("ui-selectable"),this.dragged=!1,this.refresh=function(){t=e(i.options.filter,i.element[0]),t.addClass("ui-selectee"),t.each(function(){var t=e(this),i=t.offset();e.data(this,"selectable-item",{element:this,$element:t,left:i.left,top:i.top,right:i.left+t.outerWidth(),bottom:i.top+t.outerHeight(),startselected:!1,selected:t.hasClass("ui-selected"),selecting:t.hasClass("ui-selecting"),unselecting:t.hasClass("ui-unselecting")})})},this.refresh(),this.selectees=t.addClass("ui-selectee"),this._mouseInit(),this.helper=e("<div class='ui-selectable-helper'></div>")},_destroy:function(){this.selectees.removeClass("ui-selectee").removeData("selectable-item"),this.element.removeClass("ui-selectable ui-selectable-disabled"),this._mouseDestroy()},_mouseStart:function(t){var i=this,s=this.options;this.opos=[t.pageX,t.pageY],this.options.disabled||(this.selectees=e(s.filter,this.element[0]),this._trigger("start",t),e(s.appendTo).append(this.helper),this.helper.css({left:t.pageX,top:t.pageY,width:0,height:0}),s.autoRefresh&&this.refresh(),this.selectees.filter(".ui-selected").each(function(){var s=e.data(this,"selectable-item");s.startselected=!0,t.metaKey||t.ctrlKey||(s.$element.removeClass("ui-selected"),s.selected=!1,s.$element.addClass("ui-unselecting"),s.unselecting=!0,i._trigger("unselecting",t,{unselecting:s.element}))}),e(t.target).parents().addBack().each(function(){var s,n=e.data(this,"selectable-item");return n?(s=!t.metaKey&&!t.ctrlKey||!n.$element.hasClass("ui-selected"),n.$element.removeClass(s?"ui-unselecting":"ui-selected").addClass(s?"ui-selecting":"ui-unselecting"),n.unselecting=!s,n.selecting=s,n.selected=s,s?i._trigger("selecting",t,{selecting:n.element}):i._trigger("unselecting",t,{unselecting:n.element}),!1):void 0}))},_mouseDrag:function(t){if(this.dragged=!0,!this.options.disabled){var i,s=this,n=this.options,a=this.opos[0],o=this.opos[1],r=t.pageX,h=t.pageY;return a>r&&(i=r,r=a,a=i),o>h&&(i=h,h=o,o=i),this.helper.css({left:a,top:o,width:r-a,height:h-o}),this.selectees.each(function(){var i=e.data(this,"selectable-item"),l=!1;
i&&i.element!==s.element[0]&&("touch"===n.tolerance?l=!(i.left>r||a>i.right||i.top>h||o>i.bottom):"fit"===n.tolerance&&(l=i.left>a&&r>i.right&&i.top>o&&h>i.bottom),l?(i.selected&&(i.$element.removeClass("ui-selected"),i.selected=!1),i.unselecting&&(i.$element.removeClass("ui-unselecting"),i.unselecting=!1),i.selecting||(i.$element.addClass("ui-selecting"),i.selecting=!0,s._trigger("selecting",t,{selecting:i.element}))):(i.selecting&&((t.metaKey||t.ctrlKey)&&i.startselected?(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.$element.addClass("ui-selected"),i.selected=!0):(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.startselected&&(i.$element.addClass("ui-unselecting"),i.unselecting=!0),s._trigger("unselecting",t,{unselecting:i.element}))),i.selected&&(t.metaKey||t.ctrlKey||i.startselected||(i.$element.removeClass("ui-selected"),i.selected=!1,i.$element.addClass("ui-unselecting"),i.unselecting=!0,s._trigger("unselecting",t,{unselecting:i.element})))))}),!1}},_mouseStop:function(t){var i=this;return this.dragged=!1,e(".ui-unselecting",this.element[0]).each(function(){var s=e.data(this,"selectable-item");s.$element.removeClass("ui-unselecting"),s.unselecting=!1,s.startselected=!1,i._trigger("unselected",t,{unselected:s.element})}),e(".ui-selecting",this.element[0]).each(function(){var s=e.data(this,"selectable-item");s.$element.removeClass("ui-selecting").addClass("ui-selected"),s.selecting=!1,s.selected=!0,s.startselected=!0,i._trigger("selected",t,{selected:s.element})}),this._trigger("stop",t),this.helper.remove(),!1}}),e.widget("ui.sortable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"sort",ready:!1,options:{appendTo:"parent",axis:!1,connectWith:!1,containment:!1,cursor:"auto",cursorAt:!1,dropOnEmpty:!0,forcePlaceholderSize:!1,forceHelperSize:!1,grid:!1,handle:!1,helper:"original",items:"> *",opacity:!1,placeholder:!1,revert:!1,scroll:!0,scrollSensitivity:20,scrollSpeed:20,scope:"default",tolerance:"intersect",zIndex:1e3,activate:null,beforeStop:null,change:null,deactivate:null,out:null,over:null,receive:null,remove:null,sort:null,start:null,stop:null,update:null},_isOverAxis:function(e,t,i){return e>=t&&t+i>e},_isFloating:function(e){return/left|right/.test(e.css("float"))||/inline|table-cell/.test(e.css("display"))},_create:function(){this.containerCache={},this.element.addClass("ui-sortable"),this.refresh(),this.offset=this.element.offset(),this._mouseInit(),this._setHandleClassName(),this.ready=!0},_setOption:function(e,t){this._super(e,t),"handle"===e&&this._setHandleClassName()},_setHandleClassName:function(){this.element.find(".ui-sortable-handle").removeClass("ui-sortable-handle"),e.each(this.items,function(){(this.instance.options.handle?this.item.find(this.instance.options.handle):this.item).addClass("ui-sortable-handle")})},_destroy:function(){this.element.removeClass("ui-sortable ui-sortable-disabled").find(".ui-sortable-handle").removeClass("ui-sortable-handle"),this._mouseDestroy();for(var e=this.items.length-1;e>=0;e--)this.items[e].item.removeData(this.widgetName+"-item");return this},_mouseCapture:function(t,i){var s=null,n=!1,a=this;return this.reverting?!1:this.options.disabled||"static"===this.options.type?!1:(this._refreshItems(t),e(t.target).parents().each(function(){return e.data(this,a.widgetName+"-item")===a?(s=e(this),!1):void 0}),e.data(t.target,a.widgetName+"-item")===a&&(s=e(t.target)),s?!this.options.handle||i||(e(this.options.handle,s).find("*").addBack().each(function(){this===t.target&&(n=!0)}),n)?(this.currentItem=s,this._removeCurrentsFromItems(),!0):!1:!1)},_mouseStart:function(t,i,s){var n,a,o=this.options;if(this.currentContainer=this,this.refreshPositions(),this.helper=this._createHelper(t),this._cacheHelperProportions(),this._cacheMargins(),this.scrollParent=this.helper.scrollParent(),this.offset=this.currentItem.offset(),this.offset={top:this.offset.top-this.margins.top,left:this.offset.left-this.margins.left},e.extend(this.offset,{click:{left:t.pageX-this.offset.left,top:t.pageY-this.offset.top},parent:this._getParentOffset(),relative:this._getRelativeOffset()}),this.helper.css("position","absolute"),this.cssPosition=this.helper.css("position"),this.originalPosition=this._generatePosition(t),this.originalPageX=t.pageX,this.originalPageY=t.pageY,o.cursorAt&&this._adjustOffsetFromHelper(o.cursorAt),this.domPosition={prev:this.currentItem.prev()[0],parent:this.currentItem.parent()[0]},this.helper[0]!==this.currentItem[0]&&this.currentItem.hide(),this._createPlaceholder(),o.containment&&this._setContainment(),o.cursor&&"auto"!==o.cursor&&(a=this.document.find("body"),this.storedCursor=a.css("cursor"),a.css("cursor",o.cursor),this.storedStylesheet=e("<style>*{ cursor: "+o.cursor+" !important; }</style>").appendTo(a)),o.opacity&&(this.helper.css("opacity")&&(this._storedOpacity=this.helper.css("opacity")),this.helper.css("opacity",o.opacity)),o.zIndex&&(this.helper.css("zIndex")&&(this._storedZIndex=this.helper.css("zIndex")),this.helper.css("zIndex",o.zIndex)),this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName&&(this.overflowOffset=this.scrollParent.offset()),this._trigger("start",t,this._uiHash()),this._preserveHelperProportions||this._cacheHelperProportions(),!s)for(n=this.containers.length-1;n>=0;n--)this.containers[n]._trigger("activate",t,this._uiHash(this));return e.ui.ddmanager&&(e.ui.ddmanager.current=this),e.ui.ddmanager&&!o.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t),this.dragging=!0,this.helper.addClass("ui-sortable-helper"),this._mouseDrag(t),!0},_mouseDrag:function(t){var i,s,n,a,o=this.options,r=!1;for(this.position=this._generatePosition(t),this.positionAbs=this._convertPositionTo("absolute"),this.lastPositionAbs||(this.lastPositionAbs=this.positionAbs),this.options.scroll&&(this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName?(this.overflowOffset.top+this.scrollParent[0].offsetHeight-t.pageY<o.scrollSensitivity?this.scrollParent[0].scrollTop=r=this.scrollParent[0].scrollTop+o.scrollSpeed:t.pageY-this.overflowOffset.top<o.scrollSensitivity&&(this.scrollParent[0].scrollTop=r=this.scrollParent[0].scrollTop-o.scrollSpeed),this.overflowOffset.left+this.scrollParent[0].offsetWidth-t.pageX<o.scrollSensitivity?this.scrollParent[0].scrollLeft=r=this.scrollParent[0].scrollLeft+o.scrollSpeed:t.pageX-this.overflowOffset.left<o.scrollSensitivity&&(this.scrollParent[0].scrollLeft=r=this.scrollParent[0].scrollLeft-o.scrollSpeed)):(t.pageY-this.document.scrollTop()<o.scrollSensitivity?r=this.document.scrollTop(this.document.scrollTop()-o.scrollSpeed):this.window.height()-(t.pageY-this.document.scrollTop())<o.scrollSensitivity&&(r=this.document.scrollTop(this.document.scrollTop()+o.scrollSpeed)),t.pageX-this.document.scrollLeft()<o.scrollSensitivity?r=this.document.scrollLeft(this.document.scrollLeft()-o.scrollSpeed):this.window.width()-(t.pageX-this.document.scrollLeft())<o.scrollSensitivity&&(r=this.document.scrollLeft(this.document.scrollLeft()+o.scrollSpeed))),r!==!1&&e.ui.ddmanager&&!o.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t)),this.positionAbs=this._convertPositionTo("absolute"),this.options.axis&&"y"===this.options.axis||(this.helper[0].style.left=this.position.left+"px"),this.options.axis&&"x"===this.options.axis||(this.helper[0].style.top=this.position.top+"px"),i=this.items.length-1;i>=0;i--)if(s=this.items[i],n=s.item[0],a=this._intersectsWithPointer(s),a&&s.instance===this.currentContainer&&n!==this.currentItem[0]&&this.placeholder[1===a?"next":"prev"]()[0]!==n&&!e.contains(this.placeholder[0],n)&&("semi-dynamic"===this.options.type?!e.contains(this.element[0],n):!0)){if(this.direction=1===a?"down":"up","pointer"!==this.options.tolerance&&!this._intersectsWithSides(s))break;this._rearrange(t,s),this._trigger("change",t,this._uiHash());break}return this._contactContainers(t),e.ui.ddmanager&&e.ui.ddmanager.drag(this,t),this._trigger("sort",t,this._uiHash()),this.lastPositionAbs=this.positionAbs,!1},_mouseStop:function(t,i){if(t){if(e.ui.ddmanager&&!this.options.dropBehaviour&&e.ui.ddmanager.drop(this,t),this.options.revert){var s=this,n=this.placeholder.offset(),a=this.options.axis,o={};a&&"x"!==a||(o.left=n.left-this.offset.parent.left-this.margins.left+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollLeft)),a&&"y"!==a||(o.top=n.top-this.offset.parent.top-this.margins.top+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollTop)),this.reverting=!0,e(this.helper).animate(o,parseInt(this.options.revert,10)||500,function(){s._clear(t)})}else this._clear(t,i);return!1}},cancel:function(){if(this.dragging){this._mouseUp({target:null}),"original"===this.options.helper?this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper"):this.currentItem.show();for(var t=this.containers.length-1;t>=0;t--)this.containers[t]._trigger("deactivate",null,this._uiHash(this)),this.containers[t].containerCache.over&&(this.containers[t]._trigger("out",null,this._uiHash(this)),this.containers[t].containerCache.over=0)}return this.placeholder&&(this.placeholder[0].parentNode&&this.placeholder[0].parentNode.removeChild(this.placeholder[0]),"original"!==this.options.helper&&this.helper&&this.helper[0].parentNode&&this.helper.remove(),e.extend(this,{helper:null,dragging:!1,reverting:!1,_noFinalSort:null}),this.domPosition.prev?e(this.domPosition.prev).after(this.currentItem):e(this.domPosition.parent).prepend(this.currentItem)),this},serialize:function(t){var i=this._getItemsAsjQuery(t&&t.connected),s=[];return t=t||{},e(i).each(function(){var i=(e(t.item||this).attr(t.attribute||"id")||"").match(t.expression||/(.+)[\-=_](.+)/);i&&s.push((t.key||i[1]+"[]")+"="+(t.key&&t.expression?i[1]:i[2]))}),!s.length&&t.key&&s.push(t.key+"="),s.join("&")},toArray:function(t){var i=this._getItemsAsjQuery(t&&t.connected),s=[];return t=t||{},i.each(function(){s.push(e(t.item||this).attr(t.attribute||"id")||"")}),s},_intersectsWith:function(e){var t=this.positionAbs.left,i=t+this.helperProportions.width,s=this.positionAbs.top,n=s+this.helperProportions.height,a=e.left,o=a+e.width,r=e.top,h=r+e.height,l=this.offset.click.top,u=this.offset.click.left,d="x"===this.options.axis||s+l>r&&h>s+l,c="y"===this.options.axis||t+u>a&&o>t+u,p=d&&c;return"pointer"===this.options.tolerance||this.options.forcePointerForContainers||"pointer"!==this.options.tolerance&&this.helperProportions[this.floating?"width":"height"]>e[this.floating?"width":"height"]?p:t+this.helperProportions.width/2>a&&o>i-this.helperProportions.width/2&&s+this.helperProportions.height/2>r&&h>n-this.helperProportions.height/2},_intersectsWithPointer:function(e){var t="x"===this.options.axis||this._isOverAxis(this.positionAbs.top+this.offset.click.top,e.top,e.height),i="y"===this.options.axis||this._isOverAxis(this.positionAbs.left+this.offset.click.left,e.left,e.width),s=t&&i,n=this._getDragVerticalDirection(),a=this._getDragHorizontalDirection();return s?this.floating?a&&"right"===a||"down"===n?2:1:n&&("down"===n?2:1):!1},_intersectsWithSides:function(e){var t=this._isOverAxis(this.positionAbs.top+this.offset.click.top,e.top+e.height/2,e.height),i=this._isOverAxis(this.positionAbs.left+this.offset.click.left,e.left+e.width/2,e.width),s=this._getDragVerticalDirection(),n=this._getDragHorizontalDirection();return this.floating&&n?"right"===n&&i||"left"===n&&!i:s&&("down"===s&&t||"up"===s&&!t)},_getDragVerticalDirection:function(){var e=this.positionAbs.top-this.lastPositionAbs.top;return 0!==e&&(e>0?"down":"up")},_getDragHorizontalDirection:function(){var e=this.positionAbs.left-this.lastPositionAbs.left;return 0!==e&&(e>0?"right":"left")},refresh:function(e){return this._refreshItems(e),this._setHandleClassName(),this.refreshPositions(),this},_connectWith:function(){var e=this.options;return e.connectWith.constructor===String?[e.connectWith]:e.connectWith},_getItemsAsjQuery:function(t){function i(){r.push(this)}var s,n,a,o,r=[],h=[],l=this._connectWith();if(l&&t)for(s=l.length-1;s>=0;s--)for(a=e(l[s],this.document[0]),n=a.length-1;n>=0;n--)o=e.data(a[n],this.widgetFullName),o&&o!==this&&!o.options.disabled&&h.push([e.isFunction(o.options.items)?o.options.items.call(o.element):e(o.options.items,o.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),o]);for(h.push([e.isFunction(this.options.items)?this.options.items.call(this.element,null,{options:this.options,item:this.currentItem}):e(this.options.items,this.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),this]),s=h.length-1;s>=0;s--)h[s][0].each(i);return e(r)},_removeCurrentsFromItems:function(){var t=this.currentItem.find(":data("+this.widgetName+"-item)");this.items=e.grep(this.items,function(e){for(var i=0;t.length>i;i++)if(t[i]===e.item[0])return!1;return!0})},_refreshItems:function(t){this.items=[],this.containers=[this];var i,s,n,a,o,r,h,l,u=this.items,d=[[e.isFunction(this.options.items)?this.options.items.call(this.element[0],t,{item:this.currentItem}):e(this.options.items,this.element),this]],c=this._connectWith();if(c&&this.ready)for(i=c.length-1;i>=0;i--)for(n=e(c[i],this.document[0]),s=n.length-1;s>=0;s--)a=e.data(n[s],this.widgetFullName),a&&a!==this&&!a.options.disabled&&(d.push([e.isFunction(a.options.items)?a.options.items.call(a.element[0],t,{item:this.currentItem}):e(a.options.items,a.element),a]),this.containers.push(a));for(i=d.length-1;i>=0;i--)for(o=d[i][1],r=d[i][0],s=0,l=r.length;l>s;s++)h=e(r[s]),h.data(this.widgetName+"-item",o),u.push({item:h,instance:o,width:0,height:0,left:0,top:0})},refreshPositions:function(t){this.floating=this.items.length?"x"===this.options.axis||this._isFloating(this.items[0].item):!1,this.offsetParent&&this.helper&&(this.offset.parent=this._getParentOffset());var i,s,n,a;for(i=this.items.length-1;i>=0;i--)s=this.items[i],s.instance!==this.currentContainer&&this.currentContainer&&s.item[0]!==this.currentItem[0]||(n=this.options.toleranceElement?e(this.options.toleranceElement,s.item):s.item,t||(s.width=n.outerWidth(),s.height=n.outerHeight()),a=n.offset(),s.left=a.left,s.top=a.top);if(this.options.custom&&this.options.custom.refreshContainers)this.options.custom.refreshContainers.call(this);else for(i=this.containers.length-1;i>=0;i--)a=this.containers[i].element.offset(),this.containers[i].containerCache.left=a.left,this.containers[i].containerCache.top=a.top,this.containers[i].containerCache.width=this.containers[i].element.outerWidth(),this.containers[i].containerCache.height=this.containers[i].element.outerHeight();return this},_createPlaceholder:function(t){t=t||this;var i,s=t.options;s.placeholder&&s.placeholder.constructor!==String||(i=s.placeholder,s.placeholder={element:function(){var s=t.currentItem[0].nodeName.toLowerCase(),n=e("<"+s+">",t.document[0]).addClass(i||t.currentItem[0].className+" ui-sortable-placeholder").removeClass("ui-sortable-helper");return"tbody"===s?t._createTrPlaceholder(t.currentItem.find("tr").eq(0),e("<tr>",t.document[0]).appendTo(n)):"tr"===s?t._createTrPlaceholder(t.currentItem,n):"img"===s&&n.attr("src",t.currentItem.attr("src")),i||n.css("visibility","hidden"),n},update:function(e,n){(!i||s.forcePlaceholderSize)&&(n.height()||n.height(t.currentItem.innerHeight()-parseInt(t.currentItem.css("paddingTop")||0,10)-parseInt(t.currentItem.css("paddingBottom")||0,10)),n.width()||n.width(t.currentItem.innerWidth()-parseInt(t.currentItem.css("paddingLeft")||0,10)-parseInt(t.currentItem.css("paddingRight")||0,10)))}}),t.placeholder=e(s.placeholder.element.call(t.element,t.currentItem)),t.currentItem.after(t.placeholder),s.placeholder.update(t,t.placeholder)},_createTrPlaceholder:function(t,i){var s=this;t.children().each(function(){e("<td>&#160;</td>",s.document[0]).attr("colspan",e(this).attr("colspan")||1).appendTo(i)})},_contactContainers:function(t){var i,s,n,a,o,r,h,l,u,d,c=null,p=null;for(i=this.containers.length-1;i>=0;i--)if(!e.contains(this.currentItem[0],this.containers[i].element[0]))if(this._intersectsWith(this.containers[i].containerCache)){if(c&&e.contains(this.containers[i].element[0],c.element[0]))continue;c=this.containers[i],p=i}else this.containers[i].containerCache.over&&(this.containers[i]._trigger("out",t,this._uiHash(this)),this.containers[i].containerCache.over=0);if(c)if(1===this.containers.length)this.containers[p].containerCache.over||(this.containers[p]._trigger("over",t,this._uiHash(this)),this.containers[p].containerCache.over=1);else{for(n=1e4,a=null,u=c.floating||this._isFloating(this.currentItem),o=u?"left":"top",r=u?"width":"height",d=u?"clientX":"clientY",s=this.items.length-1;s>=0;s--)e.contains(this.containers[p].element[0],this.items[s].item[0])&&this.items[s].item[0]!==this.currentItem[0]&&(h=this.items[s].item.offset()[o],l=!1,t[d]-h>this.items[s][r]/2&&(l=!0),n>Math.abs(t[d]-h)&&(n=Math.abs(t[d]-h),a=this.items[s],this.direction=l?"up":"down"));if(!a&&!this.options.dropOnEmpty)return;if(this.currentContainer===this.containers[p])return this.currentContainer.containerCache.over||(this.containers[p]._trigger("over",t,this._uiHash()),this.currentContainer.containerCache.over=1),void 0;a?this._rearrange(t,a,null,!0):this._rearrange(t,null,this.containers[p].element,!0),this._trigger("change",t,this._uiHash()),this.containers[p]._trigger("change",t,this._uiHash(this)),this.currentContainer=this.containers[p],this.options.placeholder.update(this.currentContainer,this.placeholder),this.containers[p]._trigger("over",t,this._uiHash(this)),this.containers[p].containerCache.over=1}},_createHelper:function(t){var i=this.options,s=e.isFunction(i.helper)?e(i.helper.apply(this.element[0],[t,this.currentItem])):"clone"===i.helper?this.currentItem.clone():this.currentItem;return s.parents("body").length||e("parent"!==i.appendTo?i.appendTo:this.currentItem[0].parentNode)[0].appendChild(s[0]),s[0]===this.currentItem[0]&&(this._storedCSS={width:this.currentItem[0].style.width,height:this.currentItem[0].style.height,position:this.currentItem.css("position"),top:this.currentItem.css("top"),left:this.currentItem.css("left")}),(!s[0].style.width||i.forceHelperSize)&&s.width(this.currentItem.width()),(!s[0].style.height||i.forceHelperSize)&&s.height(this.currentItem.height()),s},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),e.isArray(t)&&(t={left:+t[0],top:+t[1]||0}),"left"in t&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_getParentOffset:function(){this.offsetParent=this.helper.offsetParent();var t=this.offsetParent.offset();return"absolute"===this.cssPosition&&this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),(this.offsetParent[0]===this.document[0].body||this.offsetParent[0].tagName&&"html"===this.offsetParent[0].tagName.toLowerCase()&&e.ui.ie)&&(t={top:0,left:0}),{top:t.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"===this.cssPosition){var e=this.currentItem.position();return{top:e.top-(parseInt(this.helper.css("top"),10)||0)+this.scrollParent.scrollTop(),left:e.left-(parseInt(this.helper.css("left"),10)||0)+this.scrollParent.scrollLeft()}}return{top:0,left:0}},_cacheMargins:function(){this.margins={left:parseInt(this.currentItem.css("marginLeft"),10)||0,top:parseInt(this.currentItem.css("marginTop"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,i,s,n=this.options;"parent"===n.containment&&(n.containment=this.helper[0].parentNode),("document"===n.containment||"window"===n.containment)&&(this.containment=[0-this.offset.relative.left-this.offset.parent.left,0-this.offset.relative.top-this.offset.parent.top,"document"===n.containment?this.document.width():this.window.width()-this.helperProportions.width-this.margins.left,("document"===n.containment?this.document.width():this.window.height()||this.document[0].body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]),/^(document|window|parent)$/.test(n.containment)||(t=e(n.containment)[0],i=e(n.containment).offset(),s="hidden"!==e(t).css("overflow"),this.containment=[i.left+(parseInt(e(t).css("borderLeftWidth"),10)||0)+(parseInt(e(t).css("paddingLeft"),10)||0)-this.margins.left,i.top+(parseInt(e(t).css("borderTopWidth"),10)||0)+(parseInt(e(t).css("paddingTop"),10)||0)-this.margins.top,i.left+(s?Math.max(t.scrollWidth,t.offsetWidth):t.offsetWidth)-(parseInt(e(t).css("borderLeftWidth"),10)||0)-(parseInt(e(t).css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left,i.top+(s?Math.max(t.scrollHeight,t.offsetHeight):t.offsetHeight)-(parseInt(e(t).css("borderTopWidth"),10)||0)-(parseInt(e(t).css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top])},_convertPositionTo:function(t,i){i||(i=this.position);var s="absolute"===t?1:-1,n="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,a=/(html|body)/i.test(n[0].tagName);return{top:i.top+this.offset.relative.top*s+this.offset.parent.top*s-("fixed"===this.cssPosition?-this.scrollParent.scrollTop():a?0:n.scrollTop())*s,left:i.left+this.offset.relative.left*s+this.offset.parent.left*s-("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():a?0:n.scrollLeft())*s}},_generatePosition:function(t){var i,s,n=this.options,a=t.pageX,o=t.pageY,r="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,h=/(html|body)/i.test(r[0].tagName);return"relative"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&this.scrollParent[0]!==this.offsetParent[0]||(this.offset.relative=this._getRelativeOffset()),this.originalPosition&&(this.containment&&(t.pageX-this.offset.click.left<this.containment[0]&&(a=this.containment[0]+this.offset.click.left),t.pageY-this.offset.click.top<this.containment[1]&&(o=this.containment[1]+this.offset.click.top),t.pageX-this.offset.click.left>this.containment[2]&&(a=this.containment[2]+this.offset.click.left),t.pageY-this.offset.click.top>this.containment[3]&&(o=this.containment[3]+this.offset.click.top)),n.grid&&(i=this.originalPageY+Math.round((o-this.originalPageY)/n.grid[1])*n.grid[1],o=this.containment?i-this.offset.click.top>=this.containment[1]&&i-this.offset.click.top<=this.containment[3]?i:i-this.offset.click.top>=this.containment[1]?i-n.grid[1]:i+n.grid[1]:i,s=this.originalPageX+Math.round((a-this.originalPageX)/n.grid[0])*n.grid[0],a=this.containment?s-this.offset.click.left>=this.containment[0]&&s-this.offset.click.left<=this.containment[2]?s:s-this.offset.click.left>=this.containment[0]?s-n.grid[0]:s+n.grid[0]:s)),{top:o-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.scrollParent.scrollTop():h?0:r.scrollTop()),left:a-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():h?0:r.scrollLeft())}},_rearrange:function(e,t,i,s){i?i[0].appendChild(this.placeholder[0]):t.item[0].parentNode.insertBefore(this.placeholder[0],"down"===this.direction?t.item[0]:t.item[0].nextSibling),this.counter=this.counter?++this.counter:1;var n=this.counter;this._delay(function(){n===this.counter&&this.refreshPositions(!s)})},_clear:function(e,t){function i(e,t,i){return function(s){i._trigger(e,s,t._uiHash(t))}}this.reverting=!1;var s,n=[];if(!this._noFinalSort&&this.currentItem.parent().length&&this.placeholder.before(this.currentItem),this._noFinalSort=null,this.helper[0]===this.currentItem[0]){for(s in this._storedCSS)("auto"===this._storedCSS[s]||"static"===this._storedCSS[s])&&(this._storedCSS[s]="");this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper")}else this.currentItem.show();for(this.fromOutside&&!t&&n.push(function(e){this._trigger("receive",e,this._uiHash(this.fromOutside))}),!this.fromOutside&&this.domPosition.prev===this.currentItem.prev().not(".ui-sortable-helper")[0]&&this.domPosition.parent===this.currentItem.parent()[0]||t||n.push(function(e){this._trigger("update",e,this._uiHash())}),this!==this.currentContainer&&(t||(n.push(function(e){this._trigger("remove",e,this._uiHash())}),n.push(function(e){return function(t){e._trigger("receive",t,this._uiHash(this))}}.call(this,this.currentContainer)),n.push(function(e){return function(t){e._trigger("update",t,this._uiHash(this))}}.call(this,this.currentContainer)))),s=this.containers.length-1;s>=0;s--)t||n.push(i("deactivate",this,this.containers[s])),this.containers[s].containerCache.over&&(n.push(i("out",this,this.containers[s])),this.containers[s].containerCache.over=0);if(this.storedCursor&&(this.document.find("body").css("cursor",this.storedCursor),this.storedStylesheet.remove()),this._storedOpacity&&this.helper.css("opacity",this._storedOpacity),this._storedZIndex&&this.helper.css("zIndex","auto"===this._storedZIndex?"":this._storedZIndex),this.dragging=!1,t||this._trigger("beforeStop",e,this._uiHash()),this.placeholder[0].parentNode.removeChild(this.placeholder[0]),this.cancelHelperRemoval||(this.helper[0]!==this.currentItem[0]&&this.helper.remove(),this.helper=null),!t){for(s=0;n.length>s;s++)n[s].call(this,e);this._trigger("stop",e,this._uiHash())}return this.fromOutside=!1,!this.cancelHelperRemoval},_trigger:function(){e.Widget.prototype._trigger.apply(this,arguments)===!1&&this.cancel()},_uiHash:function(t){var i=t||this;return{helper:i.helper,placeholder:i.placeholder||e([]),position:i.position,originalPosition:i.originalPosition,offset:i.positionAbs,item:i.currentItem,sender:t?t.element:null}}}),e.widget("ui.accordion",{version:"1.11.4",options:{active:0,animate:{},collapsible:!1,event:"click",header:"> li > :first-child,> :not(li):even",heightStyle:"auto",icons:{activeHeader:"ui-icon-triangle-1-s",header:"ui-icon-triangle-1-e"},activate:null,beforeActivate:null},hideProps:{borderTopWidth:"hide",borderBottomWidth:"hide",paddingTop:"hide",paddingBottom:"hide",height:"hide"},showProps:{borderTopWidth:"show",borderBottomWidth:"show",paddingTop:"show",paddingBottom:"show",height:"show"},_create:function(){var t=this.options;this.prevShow=this.prevHide=e(),this.element.addClass("ui-accordion ui-widget ui-helper-reset").attr("role","tablist"),t.collapsible||t.active!==!1&&null!=t.active||(t.active=0),this._processPanels(),0>t.active&&(t.active+=this.headers.length),this._refresh()},_getCreateEventData:function(){return{header:this.active,panel:this.active.length?this.active.next():e()}},_createIcons:function(){var t=this.options.icons;t&&(e("<span>").addClass("ui-accordion-header-icon ui-icon "+t.header).prependTo(this.headers),this.active.children(".ui-accordion-header-icon").removeClass(t.header).addClass(t.activeHeader),this.headers.addClass("ui-accordion-icons"))},_destroyIcons:function(){this.headers.removeClass("ui-accordion-icons").children(".ui-accordion-header-icon").remove()},_destroy:function(){var e;this.element.removeClass("ui-accordion ui-widget ui-helper-reset").removeAttr("role"),this.headers.removeClass("ui-accordion-header ui-accordion-header-active ui-state-default ui-corner-all ui-state-active ui-state-disabled ui-corner-top").removeAttr("role").removeAttr("aria-expanded").removeAttr("aria-selected").removeAttr("aria-controls").removeAttr("tabIndex").removeUniqueId(),this._destroyIcons(),e=this.headers.next().removeClass("ui-helper-reset ui-widget-content ui-corner-bottom ui-accordion-content ui-accordion-content-active ui-state-disabled").css("display","").removeAttr("role").removeAttr("aria-hidden").removeAttr("aria-labelledby").removeUniqueId(),"content"!==this.options.heightStyle&&e.css("height","")},_setOption:function(e,t){return"active"===e?(this._activate(t),void 0):("event"===e&&(this.options.event&&this._off(this.headers,this.options.event),this._setupEvents(t)),this._super(e,t),"collapsible"!==e||t||this.options.active!==!1||this._activate(0),"icons"===e&&(this._destroyIcons(),t&&this._createIcons()),"disabled"===e&&(this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this.headers.add(this.headers.next()).toggleClass("ui-state-disabled",!!t)),void 0)},_keydown:function(t){if(!t.altKey&&!t.ctrlKey){var i=e.ui.keyCode,s=this.headers.length,n=this.headers.index(t.target),a=!1;switch(t.keyCode){case i.RIGHT:case i.DOWN:a=this.headers[(n+1)%s];break;case i.LEFT:case i.UP:a=this.headers[(n-1+s)%s];break;case i.SPACE:case i.ENTER:this._eventHandler(t);break;case i.HOME:a=this.headers[0];break;case i.END:a=this.headers[s-1]}a&&(e(t.target).attr("tabIndex",-1),e(a).attr("tabIndex",0),a.focus(),t.preventDefault())}},_panelKeyDown:function(t){t.keyCode===e.ui.keyCode.UP&&t.ctrlKey&&e(t.currentTarget).prev().focus()},refresh:function(){var t=this.options;this._processPanels(),t.active===!1&&t.collapsible===!0||!this.headers.length?(t.active=!1,this.active=e()):t.active===!1?this._activate(0):this.active.length&&!e.contains(this.element[0],this.active[0])?this.headers.length===this.headers.find(".ui-state-disabled").length?(t.active=!1,this.active=e()):this._activate(Math.max(0,t.active-1)):t.active=this.headers.index(this.active),this._destroyIcons(),this._refresh()},_processPanels:function(){var e=this.headers,t=this.panels;this.headers=this.element.find(this.options.header).addClass("ui-accordion-header ui-state-default ui-corner-all"),this.panels=this.headers.next().addClass("ui-accordion-content ui-helper-reset ui-widget-content ui-corner-bottom").filter(":not(.ui-accordion-content-active)").hide(),t&&(this._off(e.not(this.headers)),this._off(t.not(this.panels)))},_refresh:function(){var t,i=this.options,s=i.heightStyle,n=this.element.parent();this.active=this._findActive(i.active).addClass("ui-accordion-header-active ui-state-active ui-corner-top").removeClass("ui-corner-all"),this.active.next().addClass("ui-accordion-content-active").show(),this.headers.attr("role","tab").each(function(){var t=e(this),i=t.uniqueId().attr("id"),s=t.next(),n=s.uniqueId().attr("id");t.attr("aria-controls",n),s.attr("aria-labelledby",i)}).next().attr("role","tabpanel"),this.headers.not(this.active).attr({"aria-selected":"false","aria-expanded":"false",tabIndex:-1}).next().attr({"aria-hidden":"true"}).hide(),this.active.length?this.active.attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0}).next().attr({"aria-hidden":"false"}):this.headers.eq(0).attr("tabIndex",0),this._createIcons(),this._setupEvents(i.event),"fill"===s?(t=n.height(),this.element.siblings(":visible").each(function(){var i=e(this),s=i.css("position");"absolute"!==s&&"fixed"!==s&&(t-=i.outerHeight(!0))}),this.headers.each(function(){t-=e(this).outerHeight(!0)}),this.headers.next().each(function(){e(this).height(Math.max(0,t-e(this).innerHeight()+e(this).height()))}).css("overflow","auto")):"auto"===s&&(t=0,this.headers.next().each(function(){t=Math.max(t,e(this).css("height","").height())}).height(t))},_activate:function(t){var i=this._findActive(t)[0];i!==this.active[0]&&(i=i||this.active[0],this._eventHandler({target:i,currentTarget:i,preventDefault:e.noop}))},_findActive:function(t){return"number"==typeof t?this.headers.eq(t):e()},_setupEvents:function(t){var i={keydown:"_keydown"};t&&e.each(t.split(" "),function(e,t){i[t]="_eventHandler"}),this._off(this.headers.add(this.headers.next())),this._on(this.headers,i),this._on(this.headers.next(),{keydown:"_panelKeyDown"}),this._hoverable(this.headers),this._focusable(this.headers)},_eventHandler:function(t){var i=this.options,s=this.active,n=e(t.currentTarget),a=n[0]===s[0],o=a&&i.collapsible,r=o?e():n.next(),h=s.next(),l={oldHeader:s,oldPanel:h,newHeader:o?e():n,newPanel:r};
t.preventDefault(),a&&!i.collapsible||this._trigger("beforeActivate",t,l)===!1||(i.active=o?!1:this.headers.index(n),this.active=a?e():n,this._toggle(l),s.removeClass("ui-accordion-header-active ui-state-active"),i.icons&&s.children(".ui-accordion-header-icon").removeClass(i.icons.activeHeader).addClass(i.icons.header),a||(n.removeClass("ui-corner-all").addClass("ui-accordion-header-active ui-state-active ui-corner-top"),i.icons&&n.children(".ui-accordion-header-icon").removeClass(i.icons.header).addClass(i.icons.activeHeader),n.next().addClass("ui-accordion-content-active")))},_toggle:function(t){var i=t.newPanel,s=this.prevShow.length?this.prevShow:t.oldPanel;this.prevShow.add(this.prevHide).stop(!0,!0),this.prevShow=i,this.prevHide=s,this.options.animate?this._animate(i,s,t):(s.hide(),i.show(),this._toggleComplete(t)),s.attr({"aria-hidden":"true"}),s.prev().attr({"aria-selected":"false","aria-expanded":"false"}),i.length&&s.length?s.prev().attr({tabIndex:-1,"aria-expanded":"false"}):i.length&&this.headers.filter(function(){return 0===parseInt(e(this).attr("tabIndex"),10)}).attr("tabIndex",-1),i.attr("aria-hidden","false").prev().attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0})},_animate:function(e,t,i){var s,n,a,o=this,r=0,h=e.css("box-sizing"),l=e.length&&(!t.length||e.index()<t.index()),u=this.options.animate||{},d=l&&u.down||u,c=function(){o._toggleComplete(i)};return"number"==typeof d&&(a=d),"string"==typeof d&&(n=d),n=n||d.easing||u.easing,a=a||d.duration||u.duration,t.length?e.length?(s=e.show().outerHeight(),t.animate(this.hideProps,{duration:a,easing:n,step:function(e,t){t.now=Math.round(e)}}),e.hide().animate(this.showProps,{duration:a,easing:n,complete:c,step:function(e,i){i.now=Math.round(e),"height"!==i.prop?"content-box"===h&&(r+=i.now):"content"!==o.options.heightStyle&&(i.now=Math.round(s-t.outerHeight()-r),r=0)}}),void 0):t.animate(this.hideProps,a,n,c):e.animate(this.showProps,a,n,c)},_toggleComplete:function(e){var t=e.oldPanel;t.removeClass("ui-accordion-content-active").prev().removeClass("ui-corner-top").addClass("ui-corner-all"),t.length&&(t.parent()[0].className=t.parent()[0].className),this._trigger("activate",null,e)}}),e.widget("ui.menu",{version:"1.11.4",defaultElement:"<ul>",delay:300,options:{icons:{submenu:"ui-icon-carat-1-e"},items:"> *",menus:"ul",position:{my:"left-1 top",at:"right top"},role:"menu",blur:null,focus:null,select:null},_create:function(){this.activeMenu=this.element,this.mouseHandled=!1,this.element.uniqueId().addClass("ui-menu ui-widget ui-widget-content").toggleClass("ui-menu-icons",!!this.element.find(".ui-icon").length).attr({role:this.options.role,tabIndex:0}),this.options.disabled&&this.element.addClass("ui-state-disabled").attr("aria-disabled","true"),this._on({"mousedown .ui-menu-item":function(e){e.preventDefault()},"click .ui-menu-item":function(t){var i=e(t.target);!this.mouseHandled&&i.not(".ui-state-disabled").length&&(this.select(t),t.isPropagationStopped()||(this.mouseHandled=!0),i.has(".ui-menu").length?this.expand(t):!this.element.is(":focus")&&e(this.document[0].activeElement).closest(".ui-menu").length&&(this.element.trigger("focus",[!0]),this.active&&1===this.active.parents(".ui-menu").length&&clearTimeout(this.timer)))},"mouseenter .ui-menu-item":function(t){if(!this.previousFilter){var i=e(t.currentTarget);i.siblings(".ui-state-active").removeClass("ui-state-active"),this.focus(t,i)}},mouseleave:"collapseAll","mouseleave .ui-menu":"collapseAll",focus:function(e,t){var i=this.active||this.element.find(this.options.items).eq(0);t||this.focus(e,i)},blur:function(t){this._delay(function(){e.contains(this.element[0],this.document[0].activeElement)||this.collapseAll(t)})},keydown:"_keydown"}),this.refresh(),this._on(this.document,{click:function(e){this._closeOnDocumentClick(e)&&this.collapseAll(e),this.mouseHandled=!1}})},_destroy:function(){this.element.removeAttr("aria-activedescendant").find(".ui-menu").addBack().removeClass("ui-menu ui-widget ui-widget-content ui-menu-icons ui-front").removeAttr("role").removeAttr("tabIndex").removeAttr("aria-labelledby").removeAttr("aria-expanded").removeAttr("aria-hidden").removeAttr("aria-disabled").removeUniqueId().show(),this.element.find(".ui-menu-item").removeClass("ui-menu-item").removeAttr("role").removeAttr("aria-disabled").removeUniqueId().removeClass("ui-state-hover").removeAttr("tabIndex").removeAttr("role").removeAttr("aria-haspopup").children().each(function(){var t=e(this);t.data("ui-menu-submenu-carat")&&t.remove()}),this.element.find(".ui-menu-divider").removeClass("ui-menu-divider ui-widget-content")},_keydown:function(t){var i,s,n,a,o=!0;switch(t.keyCode){case e.ui.keyCode.PAGE_UP:this.previousPage(t);break;case e.ui.keyCode.PAGE_DOWN:this.nextPage(t);break;case e.ui.keyCode.HOME:this._move("first","first",t);break;case e.ui.keyCode.END:this._move("last","last",t);break;case e.ui.keyCode.UP:this.previous(t);break;case e.ui.keyCode.DOWN:this.next(t);break;case e.ui.keyCode.LEFT:this.collapse(t);break;case e.ui.keyCode.RIGHT:this.active&&!this.active.is(".ui-state-disabled")&&this.expand(t);break;case e.ui.keyCode.ENTER:case e.ui.keyCode.SPACE:this._activate(t);break;case e.ui.keyCode.ESCAPE:this.collapse(t);break;default:o=!1,s=this.previousFilter||"",n=String.fromCharCode(t.keyCode),a=!1,clearTimeout(this.filterTimer),n===s?a=!0:n=s+n,i=this._filterMenuItems(n),i=a&&-1!==i.index(this.active.next())?this.active.nextAll(".ui-menu-item"):i,i.length||(n=String.fromCharCode(t.keyCode),i=this._filterMenuItems(n)),i.length?(this.focus(t,i),this.previousFilter=n,this.filterTimer=this._delay(function(){delete this.previousFilter},1e3)):delete this.previousFilter}o&&t.preventDefault()},_activate:function(e){this.active.is(".ui-state-disabled")||(this.active.is("[aria-haspopup='true']")?this.expand(e):this.select(e))},refresh:function(){var t,i,s=this,n=this.options.icons.submenu,a=this.element.find(this.options.menus);this.element.toggleClass("ui-menu-icons",!!this.element.find(".ui-icon").length),a.filter(":not(.ui-menu)").addClass("ui-menu ui-widget ui-widget-content ui-front").hide().attr({role:this.options.role,"aria-hidden":"true","aria-expanded":"false"}).each(function(){var t=e(this),i=t.parent(),s=e("<span>").addClass("ui-menu-icon ui-icon "+n).data("ui-menu-submenu-carat",!0);i.attr("aria-haspopup","true").prepend(s),t.attr("aria-labelledby",i.attr("id"))}),t=a.add(this.element),i=t.find(this.options.items),i.not(".ui-menu-item").each(function(){var t=e(this);s._isDivider(t)&&t.addClass("ui-widget-content ui-menu-divider")}),i.not(".ui-menu-item, .ui-menu-divider").addClass("ui-menu-item").uniqueId().attr({tabIndex:-1,role:this._itemRole()}),i.filter(".ui-state-disabled").attr("aria-disabled","true"),this.active&&!e.contains(this.element[0],this.active[0])&&this.blur()},_itemRole:function(){return{menu:"menuitem",listbox:"option"}[this.options.role]},_setOption:function(e,t){"icons"===e&&this.element.find(".ui-menu-icon").removeClass(this.options.icons.submenu).addClass(t.submenu),"disabled"===e&&this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this._super(e,t)},focus:function(e,t){var i,s;this.blur(e,e&&"focus"===e.type),this._scrollIntoView(t),this.active=t.first(),s=this.active.addClass("ui-state-focus").removeClass("ui-state-active"),this.options.role&&this.element.attr("aria-activedescendant",s.attr("id")),this.active.parent().closest(".ui-menu-item").addClass("ui-state-active"),e&&"keydown"===e.type?this._close():this.timer=this._delay(function(){this._close()},this.delay),i=t.children(".ui-menu"),i.length&&e&&/^mouse/.test(e.type)&&this._startOpening(i),this.activeMenu=t.parent(),this._trigger("focus",e,{item:t})},_scrollIntoView:function(t){var i,s,n,a,o,r;this._hasScroll()&&(i=parseFloat(e.css(this.activeMenu[0],"borderTopWidth"))||0,s=parseFloat(e.css(this.activeMenu[0],"paddingTop"))||0,n=t.offset().top-this.activeMenu.offset().top-i-s,a=this.activeMenu.scrollTop(),o=this.activeMenu.height(),r=t.outerHeight(),0>n?this.activeMenu.scrollTop(a+n):n+r>o&&this.activeMenu.scrollTop(a+n-o+r))},blur:function(e,t){t||clearTimeout(this.timer),this.active&&(this.active.removeClass("ui-state-focus"),this.active=null,this._trigger("blur",e,{item:this.active}))},_startOpening:function(e){clearTimeout(this.timer),"true"===e.attr("aria-hidden")&&(this.timer=this._delay(function(){this._close(),this._open(e)},this.delay))},_open:function(t){var i=e.extend({of:this.active},this.options.position);clearTimeout(this.timer),this.element.find(".ui-menu").not(t.parents(".ui-menu")).hide().attr("aria-hidden","true"),t.show().removeAttr("aria-hidden").attr("aria-expanded","true").position(i)},collapseAll:function(t,i){clearTimeout(this.timer),this.timer=this._delay(function(){var s=i?this.element:e(t&&t.target).closest(this.element.find(".ui-menu"));s.length||(s=this.element),this._close(s),this.blur(t),this.activeMenu=s},this.delay)},_close:function(e){e||(e=this.active?this.active.parent():this.element),e.find(".ui-menu").hide().attr("aria-hidden","true").attr("aria-expanded","false").end().find(".ui-state-active").not(".ui-state-focus").removeClass("ui-state-active")},_closeOnDocumentClick:function(t){return!e(t.target).closest(".ui-menu").length},_isDivider:function(e){return!/[^\-\u2014\u2013\s]/.test(e.text())},collapse:function(e){var t=this.active&&this.active.parent().closest(".ui-menu-item",this.element);t&&t.length&&(this._close(),this.focus(e,t))},expand:function(e){var t=this.active&&this.active.children(".ui-menu ").find(this.options.items).first();t&&t.length&&(this._open(t.parent()),this._delay(function(){this.focus(e,t)}))},next:function(e){this._move("next","first",e)},previous:function(e){this._move("prev","last",e)},isFirstItem:function(){return this.active&&!this.active.prevAll(".ui-menu-item").length},isLastItem:function(){return this.active&&!this.active.nextAll(".ui-menu-item").length},_move:function(e,t,i){var s;this.active&&(s="first"===e||"last"===e?this.active["first"===e?"prevAll":"nextAll"](".ui-menu-item").eq(-1):this.active[e+"All"](".ui-menu-item").eq(0)),s&&s.length&&this.active||(s=this.activeMenu.find(this.options.items)[t]()),this.focus(i,s)},nextPage:function(t){var i,s,n;return this.active?(this.isLastItem()||(this._hasScroll()?(s=this.active.offset().top,n=this.element.height(),this.active.nextAll(".ui-menu-item").each(function(){return i=e(this),0>i.offset().top-s-n}),this.focus(t,i)):this.focus(t,this.activeMenu.find(this.options.items)[this.active?"last":"first"]())),void 0):(this.next(t),void 0)},previousPage:function(t){var i,s,n;return this.active?(this.isFirstItem()||(this._hasScroll()?(s=this.active.offset().top,n=this.element.height(),this.active.prevAll(".ui-menu-item").each(function(){return i=e(this),i.offset().top-s+n>0}),this.focus(t,i)):this.focus(t,this.activeMenu.find(this.options.items).first())),void 0):(this.next(t),void 0)},_hasScroll:function(){return this.element.outerHeight()<this.element.prop("scrollHeight")},select:function(t){this.active=this.active||e(t.target).closest(".ui-menu-item");var i={item:this.active};this.active.has(".ui-menu").length||this.collapseAll(t,!0),this._trigger("select",t,i)},_filterMenuItems:function(t){var i=t.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&"),s=RegExp("^"+i,"i");return this.activeMenu.find(this.options.items).filter(".ui-menu-item").filter(function(){return s.test(e.trim(e(this).text()))})}}),e.widget("ui.autocomplete",{version:"1.11.4",defaultElement:"<input>",options:{appendTo:null,autoFocus:!1,delay:300,minLength:1,position:{my:"left top",at:"left bottom",collision:"none"},source:null,change:null,close:null,focus:null,open:null,response:null,search:null,select:null},requestIndex:0,pending:0,_create:function(){var t,i,s,n=this.element[0].nodeName.toLowerCase(),a="textarea"===n,o="input"===n;this.isMultiLine=a?!0:o?!1:this.element.prop("isContentEditable"),this.valueMethod=this.element[a||o?"val":"text"],this.isNewMenu=!0,this.element.addClass("ui-autocomplete-input").attr("autocomplete","off"),this._on(this.element,{keydown:function(n){if(this.element.prop("readOnly"))return t=!0,s=!0,i=!0,void 0;t=!1,s=!1,i=!1;var a=e.ui.keyCode;switch(n.keyCode){case a.PAGE_UP:t=!0,this._move("previousPage",n);break;case a.PAGE_DOWN:t=!0,this._move("nextPage",n);break;case a.UP:t=!0,this._keyEvent("previous",n);break;case a.DOWN:t=!0,this._keyEvent("next",n);break;case a.ENTER:this.menu.active&&(t=!0,n.preventDefault(),this.menu.select(n));break;case a.TAB:this.menu.active&&this.menu.select(n);break;case a.ESCAPE:this.menu.element.is(":visible")&&(this.isMultiLine||this._value(this.term),this.close(n),n.preventDefault());break;default:i=!0,this._searchTimeout(n)}},keypress:function(s){if(t)return t=!1,(!this.isMultiLine||this.menu.element.is(":visible"))&&s.preventDefault(),void 0;if(!i){var n=e.ui.keyCode;switch(s.keyCode){case n.PAGE_UP:this._move("previousPage",s);break;case n.PAGE_DOWN:this._move("nextPage",s);break;case n.UP:this._keyEvent("previous",s);break;case n.DOWN:this._keyEvent("next",s)}}},input:function(e){return s?(s=!1,e.preventDefault(),void 0):(this._searchTimeout(e),void 0)},focus:function(){this.selectedItem=null,this.previous=this._value()},blur:function(e){return this.cancelBlur?(delete this.cancelBlur,void 0):(clearTimeout(this.searching),this.close(e),this._change(e),void 0)}}),this._initSource(),this.menu=e("<ul>").addClass("ui-autocomplete ui-front").appendTo(this._appendTo()).menu({role:null}).hide().menu("instance"),this._on(this.menu.element,{mousedown:function(t){t.preventDefault(),this.cancelBlur=!0,this._delay(function(){delete this.cancelBlur});var i=this.menu.element[0];e(t.target).closest(".ui-menu-item").length||this._delay(function(){var t=this;this.document.one("mousedown",function(s){s.target===t.element[0]||s.target===i||e.contains(i,s.target)||t.close()})})},menufocus:function(t,i){var s,n;return this.isNewMenu&&(this.isNewMenu=!1,t.originalEvent&&/^mouse/.test(t.originalEvent.type))?(this.menu.blur(),this.document.one("mousemove",function(){e(t.target).trigger(t.originalEvent)}),void 0):(n=i.item.data("ui-autocomplete-item"),!1!==this._trigger("focus",t,{item:n})&&t.originalEvent&&/^key/.test(t.originalEvent.type)&&this._value(n.value),s=i.item.attr("aria-label")||n.value,s&&e.trim(s).length&&(this.liveRegion.children().hide(),e("<div>").text(s).appendTo(this.liveRegion)),void 0)},menuselect:function(e,t){var i=t.item.data("ui-autocomplete-item"),s=this.previous;this.element[0]!==this.document[0].activeElement&&(this.element.focus(),this.previous=s,this._delay(function(){this.previous=s,this.selectedItem=i})),!1!==this._trigger("select",e,{item:i})&&this._value(i.value),this.term=this._value(),this.close(e),this.selectedItem=i}}),this.liveRegion=e("<span>",{role:"status","aria-live":"assertive","aria-relevant":"additions"}).addClass("ui-helper-hidden-accessible").appendTo(this.document[0].body),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_destroy:function(){clearTimeout(this.searching),this.element.removeClass("ui-autocomplete-input").removeAttr("autocomplete"),this.menu.element.remove(),this.liveRegion.remove()},_setOption:function(e,t){this._super(e,t),"source"===e&&this._initSource(),"appendTo"===e&&this.menu.element.appendTo(this._appendTo()),"disabled"===e&&t&&this.xhr&&this.xhr.abort()},_appendTo:function(){var t=this.options.appendTo;return t&&(t=t.jquery||t.nodeType?e(t):this.document.find(t).eq(0)),t&&t[0]||(t=this.element.closest(".ui-front")),t.length||(t=this.document[0].body),t},_initSource:function(){var t,i,s=this;e.isArray(this.options.source)?(t=this.options.source,this.source=function(i,s){s(e.ui.autocomplete.filter(t,i.term))}):"string"==typeof this.options.source?(i=this.options.source,this.source=function(t,n){s.xhr&&s.xhr.abort(),s.xhr=e.ajax({url:i,data:t,dataType:"json",success:function(e){n(e)},error:function(){n([])}})}):this.source=this.options.source},_searchTimeout:function(e){clearTimeout(this.searching),this.searching=this._delay(function(){var t=this.term===this._value(),i=this.menu.element.is(":visible"),s=e.altKey||e.ctrlKey||e.metaKey||e.shiftKey;(!t||t&&!i&&!s)&&(this.selectedItem=null,this.search(null,e))},this.options.delay)},search:function(e,t){return e=null!=e?e:this._value(),this.term=this._value(),e.length<this.options.minLength?this.close(t):this._trigger("search",t)!==!1?this._search(e):void 0},_search:function(e){this.pending++,this.element.addClass("ui-autocomplete-loading"),this.cancelSearch=!1,this.source({term:e},this._response())},_response:function(){var t=++this.requestIndex;return e.proxy(function(e){t===this.requestIndex&&this.__response(e),this.pending--,this.pending||this.element.removeClass("ui-autocomplete-loading")},this)},__response:function(e){e&&(e=this._normalize(e)),this._trigger("response",null,{content:e}),!this.options.disabled&&e&&e.length&&!this.cancelSearch?(this._suggest(e),this._trigger("open")):this._close()},close:function(e){this.cancelSearch=!0,this._close(e)},_close:function(e){this.menu.element.is(":visible")&&(this.menu.element.hide(),this.menu.blur(),this.isNewMenu=!0,this._trigger("close",e))},_change:function(e){this.previous!==this._value()&&this._trigger("change",e,{item:this.selectedItem})},_normalize:function(t){return t.length&&t[0].label&&t[0].value?t:e.map(t,function(t){return"string"==typeof t?{label:t,value:t}:e.extend({},t,{label:t.label||t.value,value:t.value||t.label})})},_suggest:function(t){var i=this.menu.element.empty();this._renderMenu(i,t),this.isNewMenu=!0,this.menu.refresh(),i.show(),this._resizeMenu(),i.position(e.extend({of:this.element},this.options.position)),this.options.autoFocus&&this.menu.next()},_resizeMenu:function(){var e=this.menu.element;e.outerWidth(Math.max(e.width("").outerWidth()+1,this.element.outerWidth()))},_renderMenu:function(t,i){var s=this;e.each(i,function(e,i){s._renderItemData(t,i)})},_renderItemData:function(e,t){return this._renderItem(e,t).data("ui-autocomplete-item",t)},_renderItem:function(t,i){return e("<li>").text(i.label).appendTo(t)},_move:function(e,t){return this.menu.element.is(":visible")?this.menu.isFirstItem()&&/^previous/.test(e)||this.menu.isLastItem()&&/^next/.test(e)?(this.isMultiLine||this._value(this.term),this.menu.blur(),void 0):(this.menu[e](t),void 0):(this.search(null,t),void 0)},widget:function(){return this.menu.element},_value:function(){return this.valueMethod.apply(this.element,arguments)},_keyEvent:function(e,t){(!this.isMultiLine||this.menu.element.is(":visible"))&&(this._move(e,t),t.preventDefault())}}),e.extend(e.ui.autocomplete,{escapeRegex:function(e){return e.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&")},filter:function(t,i){var s=RegExp(e.ui.autocomplete.escapeRegex(i),"i");return e.grep(t,function(e){return s.test(e.label||e.value||e)})}}),e.widget("ui.autocomplete",e.ui.autocomplete,{options:{messages:{noResults:"No search results.",results:function(e){return e+(e>1?" results are":" result is")+" available, use up and down arrow keys to navigate."}}},__response:function(t){var i;this._superApply(arguments),this.options.disabled||this.cancelSearch||(i=t&&t.length?this.options.messages.results(t.length):this.options.messages.noResults,this.liveRegion.children().hide(),e("<div>").text(i).appendTo(this.liveRegion))}}),e.ui.autocomplete;var r,h="ui-button ui-widget ui-state-default ui-corner-all",l="ui-button-icons-only ui-button-icon-only ui-button-text-icons ui-button-text-icon-primary ui-button-text-icon-secondary ui-button-text-only",u=function(){var t=e(this);setTimeout(function(){t.find(":ui-button").button("refresh")},1)},d=function(t){var i=t.name,s=t.form,n=e([]);return i&&(i=i.replace(/'/g,"\\'"),n=s?e(s).find("[name='"+i+"'][type=radio]"):e("[name='"+i+"'][type=radio]",t.ownerDocument).filter(function(){return!this.form})),n};e.widget("ui.button",{version:"1.11.4",defaultElement:"<button>",options:{disabled:null,text:!0,label:null,icons:{primary:null,secondary:null}},_create:function(){this.element.closest("form").unbind("reset"+this.eventNamespace).bind("reset"+this.eventNamespace,u),"boolean"!=typeof this.options.disabled?this.options.disabled=!!this.element.prop("disabled"):this.element.prop("disabled",this.options.disabled),this._determineButtonType(),this.hasTitle=!!this.buttonElement.attr("title");var t=this,i=this.options,s="checkbox"===this.type||"radio"===this.type,n=s?"":"ui-state-active";null===i.label&&(i.label="input"===this.type?this.buttonElement.val():this.buttonElement.html()),this._hoverable(this.buttonElement),this.buttonElement.addClass(h).attr("role","button").bind("mouseenter"+this.eventNamespace,function(){i.disabled||this===r&&e(this).addClass("ui-state-active")}).bind("mouseleave"+this.eventNamespace,function(){i.disabled||e(this).removeClass(n)}).bind("click"+this.eventNamespace,function(e){i.disabled&&(e.preventDefault(),e.stopImmediatePropagation())}),this._on({focus:function(){this.buttonElement.addClass("ui-state-focus")},blur:function(){this.buttonElement.removeClass("ui-state-focus")}}),s&&this.element.bind("change"+this.eventNamespace,function(){t.refresh()}),"checkbox"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){return i.disabled?!1:void 0}):"radio"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){if(i.disabled)return!1;e(this).addClass("ui-state-active"),t.buttonElement.attr("aria-pressed","true");var s=t.element[0];d(s).not(s).map(function(){return e(this).button("widget")[0]}).removeClass("ui-state-active").attr("aria-pressed","false")}):(this.buttonElement.bind("mousedown"+this.eventNamespace,function(){return i.disabled?!1:(e(this).addClass("ui-state-active"),r=this,t.document.one("mouseup",function(){r=null}),void 0)}).bind("mouseup"+this.eventNamespace,function(){return i.disabled?!1:(e(this).removeClass("ui-state-active"),void 0)}).bind("keydown"+this.eventNamespace,function(t){return i.disabled?!1:((t.keyCode===e.ui.keyCode.SPACE||t.keyCode===e.ui.keyCode.ENTER)&&e(this).addClass("ui-state-active"),void 0)}).bind("keyup"+this.eventNamespace+" blur"+this.eventNamespace,function(){e(this).removeClass("ui-state-active")}),this.buttonElement.is("a")&&this.buttonElement.keyup(function(t){t.keyCode===e.ui.keyCode.SPACE&&e(this).click()})),this._setOption("disabled",i.disabled),this._resetButton()},_determineButtonType:function(){var e,t,i;this.type=this.element.is("[type=checkbox]")?"checkbox":this.element.is("[type=radio]")?"radio":this.element.is("input")?"input":"button","checkbox"===this.type||"radio"===this.type?(e=this.element.parents().last(),t="label[for='"+this.element.attr("id")+"']",this.buttonElement=e.find(t),this.buttonElement.length||(e=e.length?e.siblings():this.element.siblings(),this.buttonElement=e.filter(t),this.buttonElement.length||(this.buttonElement=e.find(t))),this.element.addClass("ui-helper-hidden-accessible"),i=this.element.is(":checked"),i&&this.buttonElement.addClass("ui-state-active"),this.buttonElement.prop("aria-pressed",i)):this.buttonElement=this.element},widget:function(){return this.buttonElement},_destroy:function(){this.element.removeClass("ui-helper-hidden-accessible"),this.buttonElement.removeClass(h+" ui-state-active "+l).removeAttr("role").removeAttr("aria-pressed").html(this.buttonElement.find(".ui-button-text").html()),this.hasTitle||this.buttonElement.removeAttr("title")},_setOption:function(e,t){return this._super(e,t),"disabled"===e?(this.widget().toggleClass("ui-state-disabled",!!t),this.element.prop("disabled",!!t),t&&("checkbox"===this.type||"radio"===this.type?this.buttonElement.removeClass("ui-state-focus"):this.buttonElement.removeClass("ui-state-focus ui-state-active")),void 0):(this._resetButton(),void 0)},refresh:function(){var t=this.element.is("input, button")?this.element.is(":disabled"):this.element.hasClass("ui-button-disabled");t!==this.options.disabled&&this._setOption("disabled",t),"radio"===this.type?d(this.element[0]).each(function(){e(this).is(":checked")?e(this).button("widget").addClass("ui-state-active").attr("aria-pressed","true"):e(this).button("widget").removeClass("ui-state-active").attr("aria-pressed","false")}):"checkbox"===this.type&&(this.element.is(":checked")?this.buttonElement.addClass("ui-state-active").attr("aria-pressed","true"):this.buttonElement.removeClass("ui-state-active").attr("aria-pressed","false"))},_resetButton:function(){if("input"===this.type)return this.options.label&&this.element.val(this.options.label),void 0;var t=this.buttonElement.removeClass(l),i=e("<span></span>",this.document[0]).addClass("ui-button-text").html(this.options.label).appendTo(t.empty()).text(),s=this.options.icons,n=s.primary&&s.secondary,a=[];s.primary||s.secondary?(this.options.text&&a.push("ui-button-text-icon"+(n?"s":s.primary?"-primary":"-secondary")),s.primary&&t.prepend("<span class='ui-button-icon-primary ui-icon "+s.primary+"'></span>"),s.secondary&&t.append("<span class='ui-button-icon-secondary ui-icon "+s.secondary+"'></span>"),this.options.text||(a.push(n?"ui-button-icons-only":"ui-button-icon-only"),this.hasTitle||t.attr("title",e.trim(i)))):a.push("ui-button-text-only"),t.addClass(a.join(" "))}}),e.widget("ui.buttonset",{version:"1.11.4",options:{items:"button, input[type=button], input[type=submit], input[type=reset], input[type=checkbox], input[type=radio], a, :data(ui-button)"},_create:function(){this.element.addClass("ui-buttonset")},_init:function(){this.refresh()},_setOption:function(e,t){"disabled"===e&&this.buttons.button("option",e,t),this._super(e,t)},refresh:function(){var t="rtl"===this.element.css("direction"),i=this.element.find(this.options.items),s=i.filter(":ui-button");i.not(":ui-button").button(),s.button("refresh"),this.buttons=i.map(function(){return e(this).button("widget")[0]}).removeClass("ui-corner-all ui-corner-left ui-corner-right").filter(":first").addClass(t?"ui-corner-right":"ui-corner-left").end().filter(":last").addClass(t?"ui-corner-left":"ui-corner-right").end().end()},_destroy:function(){this.element.removeClass("ui-buttonset"),this.buttons.map(function(){return e(this).button("widget")[0]}).removeClass("ui-corner-left ui-corner-right").end().button("destroy")}}),e.ui.button,e.widget("ui.dialog",{version:"1.11.4",options:{appendTo:"body",autoOpen:!0,buttons:[],closeOnEscape:!0,closeText:"Close",dialogClass:"",draggable:!0,hide:null,height:"auto",maxHeight:null,maxWidth:null,minHeight:150,minWidth:150,modal:!1,position:{my:"center",at:"center",of:window,collision:"fit",using:function(t){var i=e(this).css(t).offset().top;0>i&&e(this).css("top",t.top-i)}},resizable:!0,show:null,title:null,width:300,beforeClose:null,close:null,drag:null,dragStart:null,dragStop:null,focus:null,open:null,resize:null,resizeStart:null,resizeStop:null},sizeRelatedOptions:{buttons:!0,height:!0,maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0,width:!0},resizableRelatedOptions:{maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0},_create:function(){this.originalCss={display:this.element[0].style.display,width:this.element[0].style.width,minHeight:this.element[0].style.minHeight,maxHeight:this.element[0].style.maxHeight,height:this.element[0].style.height},this.originalPosition={parent:this.element.parent(),index:this.element.parent().children().index(this.element)},this.originalTitle=this.element.attr("title"),this.options.title=this.options.title||this.originalTitle,this._createWrapper(),this.element.show().removeAttr("title").addClass("ui-dialog-content ui-widget-content").appendTo(this.uiDialog),this._createTitlebar(),this._createButtonPane(),this.options.draggable&&e.fn.draggable&&this._makeDraggable(),this.options.resizable&&e.fn.resizable&&this._makeResizable(),this._isOpen=!1,this._trackFocus()},_init:function(){this.options.autoOpen&&this.open()},_appendTo:function(){var t=this.options.appendTo;return t&&(t.jquery||t.nodeType)?e(t):this.document.find(t||"body").eq(0)},_destroy:function(){var e,t=this.originalPosition;this._untrackInstance(),this._destroyOverlay(),this.element.removeUniqueId().removeClass("ui-dialog-content ui-widget-content").css(this.originalCss).detach(),this.uiDialog.stop(!0,!0).remove(),this.originalTitle&&this.element.attr("title",this.originalTitle),e=t.parent.children().eq(t.index),e.length&&e[0]!==this.element[0]?e.before(this.element):t.parent.append(this.element)},widget:function(){return this.uiDialog},disable:e.noop,enable:e.noop,close:function(t){var i,s=this;if(this._isOpen&&this._trigger("beforeClose",t)!==!1){if(this._isOpen=!1,this._focusedElement=null,this._destroyOverlay(),this._untrackInstance(),!this.opener.filter(":focusable").focus().length)try{i=this.document[0].activeElement,i&&"body"!==i.nodeName.toLowerCase()&&e(i).blur()}catch(n){}this._hide(this.uiDialog,this.options.hide,function(){s._trigger("close",t)})}},isOpen:function(){return this._isOpen},moveToTop:function(){this._moveToTop()},_moveToTop:function(t,i){var s=!1,n=this.uiDialog.siblings(".ui-front:visible").map(function(){return+e(this).css("z-index")}).get(),a=Math.max.apply(null,n);return a>=+this.uiDialog.css("z-index")&&(this.uiDialog.css("z-index",a+1),s=!0),s&&!i&&this._trigger("focus",t),s},open:function(){var t=this;return this._isOpen?(this._moveToTop()&&this._focusTabbable(),void 0):(this._isOpen=!0,this.opener=e(this.document[0].activeElement),this._size(),this._position(),this._createOverlay(),this._moveToTop(null,!0),this.overlay&&this.overlay.css("z-index",this.uiDialog.css("z-index")-1),this._show(this.uiDialog,this.options.show,function(){t._focusTabbable(),t._trigger("focus")}),this._makeFocusTarget(),this._trigger("open"),void 0)},_focusTabbable:function(){var e=this._focusedElement;e||(e=this.element.find("[autofocus]")),e.length||(e=this.element.find(":tabbable")),e.length||(e=this.uiDialogButtonPane.find(":tabbable")),e.length||(e=this.uiDialogTitlebarClose.filter(":tabbable")),e.length||(e=this.uiDialog),e.eq(0).focus()},_keepFocus:function(t){function i(){var t=this.document[0].activeElement,i=this.uiDialog[0]===t||e.contains(this.uiDialog[0],t);i||this._focusTabbable()}t.preventDefault(),i.call(this),this._delay(i)},_createWrapper:function(){this.uiDialog=e("<div>").addClass("ui-dialog ui-widget ui-widget-content ui-corner-all ui-front "+this.options.dialogClass).hide().attr({tabIndex:-1,role:"dialog"}).appendTo(this._appendTo()),this._on(this.uiDialog,{keydown:function(t){if(this.options.closeOnEscape&&!t.isDefaultPrevented()&&t.keyCode&&t.keyCode===e.ui.keyCode.ESCAPE)return t.preventDefault(),this.close(t),void 0;if(t.keyCode===e.ui.keyCode.TAB&&!t.isDefaultPrevented()){var i=this.uiDialog.find(":tabbable"),s=i.filter(":first"),n=i.filter(":last");t.target!==n[0]&&t.target!==this.uiDialog[0]||t.shiftKey?t.target!==s[0]&&t.target!==this.uiDialog[0]||!t.shiftKey||(this._delay(function(){n.focus()}),t.preventDefault()):(this._delay(function(){s.focus()}),t.preventDefault())}},mousedown:function(e){this._moveToTop(e)&&this._focusTabbable()}}),this.element.find("[aria-describedby]").length||this.uiDialog.attr({"aria-describedby":this.element.uniqueId().attr("id")})},_createTitlebar:function(){var t;this.uiDialogTitlebar=e("<div>").addClass("ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix").prependTo(this.uiDialog),this._on(this.uiDialogTitlebar,{mousedown:function(t){e(t.target).closest(".ui-dialog-titlebar-close")||this.uiDialog.focus()}}),this.uiDialogTitlebarClose=e("<button type='button'></button>").button({label:this.options.closeText,icons:{primary:"ui-icon-closethick"},text:!1}).addClass("ui-dialog-titlebar-close").appendTo(this.uiDialogTitlebar),this._on(this.uiDialogTitlebarClose,{click:function(e){e.preventDefault(),this.close(e)}}),t=e("<span>").uniqueId().addClass("ui-dialog-title").prependTo(this.uiDialogTitlebar),this._title(t),this.uiDialog.attr({"aria-labelledby":t.attr("id")})},_title:function(e){this.options.title||e.html("&#160;"),e.text(this.options.title)
},_createButtonPane:function(){this.uiDialogButtonPane=e("<div>").addClass("ui-dialog-buttonpane ui-widget-content ui-helper-clearfix"),this.uiButtonSet=e("<div>").addClass("ui-dialog-buttonset").appendTo(this.uiDialogButtonPane),this._createButtons()},_createButtons:function(){var t=this,i=this.options.buttons;return this.uiDialogButtonPane.remove(),this.uiButtonSet.empty(),e.isEmptyObject(i)||e.isArray(i)&&!i.length?(this.uiDialog.removeClass("ui-dialog-buttons"),void 0):(e.each(i,function(i,s){var n,a;s=e.isFunction(s)?{click:s,text:i}:s,s=e.extend({type:"button"},s),n=s.click,s.click=function(){n.apply(t.element[0],arguments)},a={icons:s.icons,text:s.showText},delete s.icons,delete s.showText,e("<button></button>",s).button(a).appendTo(t.uiButtonSet)}),this.uiDialog.addClass("ui-dialog-buttons"),this.uiDialogButtonPane.appendTo(this.uiDialog),void 0)},_makeDraggable:function(){function t(e){return{position:e.position,offset:e.offset}}var i=this,s=this.options;this.uiDialog.draggable({cancel:".ui-dialog-content, .ui-dialog-titlebar-close",handle:".ui-dialog-titlebar",containment:"document",start:function(s,n){e(this).addClass("ui-dialog-dragging"),i._blockFrames(),i._trigger("dragStart",s,t(n))},drag:function(e,s){i._trigger("drag",e,t(s))},stop:function(n,a){var o=a.offset.left-i.document.scrollLeft(),r=a.offset.top-i.document.scrollTop();s.position={my:"left top",at:"left"+(o>=0?"+":"")+o+" "+"top"+(r>=0?"+":"")+r,of:i.window},e(this).removeClass("ui-dialog-dragging"),i._unblockFrames(),i._trigger("dragStop",n,t(a))}})},_makeResizable:function(){function t(e){return{originalPosition:e.originalPosition,originalSize:e.originalSize,position:e.position,size:e.size}}var i=this,s=this.options,n=s.resizable,a=this.uiDialog.css("position"),o="string"==typeof n?n:"n,e,s,w,se,sw,ne,nw";this.uiDialog.resizable({cancel:".ui-dialog-content",containment:"document",alsoResize:this.element,maxWidth:s.maxWidth,maxHeight:s.maxHeight,minWidth:s.minWidth,minHeight:this._minHeight(),handles:o,start:function(s,n){e(this).addClass("ui-dialog-resizing"),i._blockFrames(),i._trigger("resizeStart",s,t(n))},resize:function(e,s){i._trigger("resize",e,t(s))},stop:function(n,a){var o=i.uiDialog.offset(),r=o.left-i.document.scrollLeft(),h=o.top-i.document.scrollTop();s.height=i.uiDialog.height(),s.width=i.uiDialog.width(),s.position={my:"left top",at:"left"+(r>=0?"+":"")+r+" "+"top"+(h>=0?"+":"")+h,of:i.window},e(this).removeClass("ui-dialog-resizing"),i._unblockFrames(),i._trigger("resizeStop",n,t(a))}}).css("position",a)},_trackFocus:function(){this._on(this.widget(),{focusin:function(t){this._makeFocusTarget(),this._focusedElement=e(t.target)}})},_makeFocusTarget:function(){this._untrackInstance(),this._trackingInstances().unshift(this)},_untrackInstance:function(){var t=this._trackingInstances(),i=e.inArray(this,t);-1!==i&&t.splice(i,1)},_trackingInstances:function(){var e=this.document.data("ui-dialog-instances");return e||(e=[],this.document.data("ui-dialog-instances",e)),e},_minHeight:function(){var e=this.options;return"auto"===e.height?e.minHeight:Math.min(e.minHeight,e.height)},_position:function(){var e=this.uiDialog.is(":visible");e||this.uiDialog.show(),this.uiDialog.position(this.options.position),e||this.uiDialog.hide()},_setOptions:function(t){var i=this,s=!1,n={};e.each(t,function(e,t){i._setOption(e,t),e in i.sizeRelatedOptions&&(s=!0),e in i.resizableRelatedOptions&&(n[e]=t)}),s&&(this._size(),this._position()),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option",n)},_setOption:function(e,t){var i,s,n=this.uiDialog;"dialogClass"===e&&n.removeClass(this.options.dialogClass).addClass(t),"disabled"!==e&&(this._super(e,t),"appendTo"===e&&this.uiDialog.appendTo(this._appendTo()),"buttons"===e&&this._createButtons(),"closeText"===e&&this.uiDialogTitlebarClose.button({label:""+t}),"draggable"===e&&(i=n.is(":data(ui-draggable)"),i&&!t&&n.draggable("destroy"),!i&&t&&this._makeDraggable()),"position"===e&&this._position(),"resizable"===e&&(s=n.is(":data(ui-resizable)"),s&&!t&&n.resizable("destroy"),s&&"string"==typeof t&&n.resizable("option","handles",t),s||t===!1||this._makeResizable()),"title"===e&&this._title(this.uiDialogTitlebar.find(".ui-dialog-title")))},_size:function(){var e,t,i,s=this.options;this.element.show().css({width:"auto",minHeight:0,maxHeight:"none",height:0}),s.minWidth>s.width&&(s.width=s.minWidth),e=this.uiDialog.css({height:"auto",width:s.width}).outerHeight(),t=Math.max(0,s.minHeight-e),i="number"==typeof s.maxHeight?Math.max(0,s.maxHeight-e):"none","auto"===s.height?this.element.css({minHeight:t,maxHeight:i,height:"auto"}):this.element.height(Math.max(0,s.height-e)),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option","minHeight",this._minHeight())},_blockFrames:function(){this.iframeBlocks=this.document.find("iframe").map(function(){var t=e(this);return e("<div>").css({position:"absolute",width:t.outerWidth(),height:t.outerHeight()}).appendTo(t.parent()).offset(t.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_allowInteraction:function(t){return e(t.target).closest(".ui-dialog").length?!0:!!e(t.target).closest(".ui-datepicker").length},_createOverlay:function(){if(this.options.modal){var t=!0;this._delay(function(){t=!1}),this.document.data("ui-dialog-overlays")||this._on(this.document,{focusin:function(e){t||this._allowInteraction(e)||(e.preventDefault(),this._trackingInstances()[0]._focusTabbable())}}),this.overlay=e("<div>").addClass("ui-widget-overlay ui-front").appendTo(this._appendTo()),this._on(this.overlay,{mousedown:"_keepFocus"}),this.document.data("ui-dialog-overlays",(this.document.data("ui-dialog-overlays")||0)+1)}},_destroyOverlay:function(){if(this.options.modal&&this.overlay){var e=this.document.data("ui-dialog-overlays")-1;e?this.document.data("ui-dialog-overlays",e):this.document.unbind("focusin").removeData("ui-dialog-overlays"),this.overlay.remove(),this.overlay=null}}}),e.widget("ui.progressbar",{version:"1.11.4",options:{max:100,value:0,change:null,complete:null},min:0,_create:function(){this.oldValue=this.options.value=this._constrainedValue(),this.element.addClass("ui-progressbar ui-widget ui-widget-content ui-corner-all").attr({role:"progressbar","aria-valuemin":this.min}),this.valueDiv=e("<div class='ui-progressbar-value ui-widget-header ui-corner-left'></div>").appendTo(this.element),this._refreshValue()},_destroy:function(){this.element.removeClass("ui-progressbar ui-widget ui-widget-content ui-corner-all").removeAttr("role").removeAttr("aria-valuemin").removeAttr("aria-valuemax").removeAttr("aria-valuenow"),this.valueDiv.remove()},value:function(e){return void 0===e?this.options.value:(this.options.value=this._constrainedValue(e),this._refreshValue(),void 0)},_constrainedValue:function(e){return void 0===e&&(e=this.options.value),this.indeterminate=e===!1,"number"!=typeof e&&(e=0),this.indeterminate?!1:Math.min(this.options.max,Math.max(this.min,e))},_setOptions:function(e){var t=e.value;delete e.value,this._super(e),this.options.value=this._constrainedValue(t),this._refreshValue()},_setOption:function(e,t){"max"===e&&(t=Math.max(this.min,t)),"disabled"===e&&this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this._super(e,t)},_percentage:function(){return this.indeterminate?100:100*(this.options.value-this.min)/(this.options.max-this.min)},_refreshValue:function(){var t=this.options.value,i=this._percentage();this.valueDiv.toggle(this.indeterminate||t>this.min).toggleClass("ui-corner-right",t===this.options.max).width(i.toFixed(0)+"%"),this.element.toggleClass("ui-progressbar-indeterminate",this.indeterminate),this.indeterminate?(this.element.removeAttr("aria-valuenow"),this.overlayDiv||(this.overlayDiv=e("<div class='ui-progressbar-overlay'></div>").appendTo(this.valueDiv))):(this.element.attr({"aria-valuemax":this.options.max,"aria-valuenow":t}),this.overlayDiv&&(this.overlayDiv.remove(),this.overlayDiv=null)),this.oldValue!==t&&(this.oldValue=t,this._trigger("change")),t===this.options.max&&this._trigger("complete")}}),e.widget("ui.selectmenu",{version:"1.11.4",defaultElement:"<select>",options:{appendTo:null,disabled:null,icons:{button:"ui-icon-triangle-1-s"},position:{my:"left top",at:"left bottom",collision:"none"},width:null,change:null,close:null,focus:null,open:null,select:null},_create:function(){var e=this.element.uniqueId().attr("id");this.ids={element:e,button:e+"-button",menu:e+"-menu"},this._drawButton(),this._drawMenu(),this.options.disabled&&this.disable()},_drawButton:function(){var t=this;this.label=e("label[for='"+this.ids.element+"']").attr("for",this.ids.button),this._on(this.label,{click:function(e){this.button.focus(),e.preventDefault()}}),this.element.hide(),this.button=e("<span>",{"class":"ui-selectmenu-button ui-widget ui-state-default ui-corner-all",tabindex:this.options.disabled?-1:0,id:this.ids.button,role:"combobox","aria-expanded":"false","aria-autocomplete":"list","aria-owns":this.ids.menu,"aria-haspopup":"true"}).insertAfter(this.element),e("<span>",{"class":"ui-icon "+this.options.icons.button}).prependTo(this.button),this.buttonText=e("<span>",{"class":"ui-selectmenu-text"}).appendTo(this.button),this._setText(this.buttonText,this.element.find("option:selected").text()),this._resizeButton(),this._on(this.button,this._buttonEvents),this.button.one("focusin",function(){t.menuItems||t._refreshMenu()}),this._hoverable(this.button),this._focusable(this.button)},_drawMenu:function(){var t=this;this.menu=e("<ul>",{"aria-hidden":"true","aria-labelledby":this.ids.button,id:this.ids.menu}),this.menuWrap=e("<div>",{"class":"ui-selectmenu-menu ui-front"}).append(this.menu).appendTo(this._appendTo()),this.menuInstance=this.menu.menu({role:"listbox",select:function(e,i){e.preventDefault(),t._setSelection(),t._select(i.item.data("ui-selectmenu-item"),e)},focus:function(e,i){var s=i.item.data("ui-selectmenu-item");null!=t.focusIndex&&s.index!==t.focusIndex&&(t._trigger("focus",e,{item:s}),t.isOpen||t._select(s,e)),t.focusIndex=s.index,t.button.attr("aria-activedescendant",t.menuItems.eq(s.index).attr("id"))}}).menu("instance"),this.menu.addClass("ui-corner-bottom").removeClass("ui-corner-all"),this.menuInstance._off(this.menu,"mouseleave"),this.menuInstance._closeOnDocumentClick=function(){return!1},this.menuInstance._isDivider=function(){return!1}},refresh:function(){this._refreshMenu(),this._setText(this.buttonText,this._getSelectedItem().text()),this.options.width||this._resizeButton()},_refreshMenu:function(){this.menu.empty();var e,t=this.element.find("option");t.length&&(this._parseOptions(t),this._renderMenu(this.menu,this.items),this.menuInstance.refresh(),this.menuItems=this.menu.find("li").not(".ui-selectmenu-optgroup"),e=this._getSelectedItem(),this.menuInstance.focus(null,e),this._setAria(e.data("ui-selectmenu-item")),this._setOption("disabled",this.element.prop("disabled")))},open:function(e){this.options.disabled||(this.menuItems?(this.menu.find(".ui-state-focus").removeClass("ui-state-focus"),this.menuInstance.focus(null,this._getSelectedItem())):this._refreshMenu(),this.isOpen=!0,this._toggleAttr(),this._resizeMenu(),this._position(),this._on(this.document,this._documentClick),this._trigger("open",e))},_position:function(){this.menuWrap.position(e.extend({of:this.button},this.options.position))},close:function(e){this.isOpen&&(this.isOpen=!1,this._toggleAttr(),this.range=null,this._off(this.document),this._trigger("close",e))},widget:function(){return this.button},menuWidget:function(){return this.menu},_renderMenu:function(t,i){var s=this,n="";e.each(i,function(i,a){a.optgroup!==n&&(e("<li>",{"class":"ui-selectmenu-optgroup ui-menu-divider"+(a.element.parent("optgroup").prop("disabled")?" ui-state-disabled":""),text:a.optgroup}).appendTo(t),n=a.optgroup),s._renderItemData(t,a)})},_renderItemData:function(e,t){return this._renderItem(e,t).data("ui-selectmenu-item",t)},_renderItem:function(t,i){var s=e("<li>");return i.disabled&&s.addClass("ui-state-disabled"),this._setText(s,i.label),s.appendTo(t)},_setText:function(e,t){t?e.text(t):e.html("&#160;")},_move:function(e,t){var i,s,n=".ui-menu-item";this.isOpen?i=this.menuItems.eq(this.focusIndex):(i=this.menuItems.eq(this.element[0].selectedIndex),n+=":not(.ui-state-disabled)"),s="first"===e||"last"===e?i["first"===e?"prevAll":"nextAll"](n).eq(-1):i[e+"All"](n).eq(0),s.length&&this.menuInstance.focus(t,s)},_getSelectedItem:function(){return this.menuItems.eq(this.element[0].selectedIndex)},_toggle:function(e){this[this.isOpen?"close":"open"](e)},_setSelection:function(){var e;this.range&&(window.getSelection?(e=window.getSelection(),e.removeAllRanges(),e.addRange(this.range)):this.range.select(),this.button.focus())},_documentClick:{mousedown:function(t){this.isOpen&&(e(t.target).closest(".ui-selectmenu-menu, #"+this.ids.button).length||this.close(t))}},_buttonEvents:{mousedown:function(){var e;window.getSelection?(e=window.getSelection(),e.rangeCount&&(this.range=e.getRangeAt(0))):this.range=document.selection.createRange()},click:function(e){this._setSelection(),this._toggle(e)},keydown:function(t){var i=!0;switch(t.keyCode){case e.ui.keyCode.TAB:case e.ui.keyCode.ESCAPE:this.close(t),i=!1;break;case e.ui.keyCode.ENTER:this.isOpen&&this._selectFocusedItem(t);break;case e.ui.keyCode.UP:t.altKey?this._toggle(t):this._move("prev",t);break;case e.ui.keyCode.DOWN:t.altKey?this._toggle(t):this._move("next",t);break;case e.ui.keyCode.SPACE:this.isOpen?this._selectFocusedItem(t):this._toggle(t);break;case e.ui.keyCode.LEFT:this._move("prev",t);break;case e.ui.keyCode.RIGHT:this._move("next",t);break;case e.ui.keyCode.HOME:case e.ui.keyCode.PAGE_UP:this._move("first",t);break;case e.ui.keyCode.END:case e.ui.keyCode.PAGE_DOWN:this._move("last",t);break;default:this.menu.trigger(t),i=!1}i&&t.preventDefault()}},_selectFocusedItem:function(e){var t=this.menuItems.eq(this.focusIndex);t.hasClass("ui-state-disabled")||this._select(t.data("ui-selectmenu-item"),e)},_select:function(e,t){var i=this.element[0].selectedIndex;this.element[0].selectedIndex=e.index,this._setText(this.buttonText,e.label),this._setAria(e),this._trigger("select",t,{item:e}),e.index!==i&&this._trigger("change",t,{item:e}),this.close(t)},_setAria:function(e){var t=this.menuItems.eq(e.index).attr("id");this.button.attr({"aria-labelledby":t,"aria-activedescendant":t}),this.menu.attr("aria-activedescendant",t)},_setOption:function(e,t){"icons"===e&&this.button.find("span.ui-icon").removeClass(this.options.icons.button).addClass(t.button),this._super(e,t),"appendTo"===e&&this.menuWrap.appendTo(this._appendTo()),"disabled"===e&&(this.menuInstance.option("disabled",t),this.button.toggleClass("ui-state-disabled",t).attr("aria-disabled",t),this.element.prop("disabled",t),t?(this.button.attr("tabindex",-1),this.close()):this.button.attr("tabindex",0)),"width"===e&&this._resizeButton()},_appendTo:function(){var t=this.options.appendTo;return t&&(t=t.jquery||t.nodeType?e(t):this.document.find(t).eq(0)),t&&t[0]||(t=this.element.closest(".ui-front")),t.length||(t=this.document[0].body),t},_toggleAttr:function(){this.button.toggleClass("ui-corner-top",this.isOpen).toggleClass("ui-corner-all",!this.isOpen).attr("aria-expanded",this.isOpen),this.menuWrap.toggleClass("ui-selectmenu-open",this.isOpen),this.menu.attr("aria-hidden",!this.isOpen)},_resizeButton:function(){var e=this.options.width;e||(e=this.element.show().outerWidth(),this.element.hide()),this.button.outerWidth(e)},_resizeMenu:function(){this.menu.outerWidth(Math.max(this.button.outerWidth(),this.menu.width("").outerWidth()+1))},_getCreateOptions:function(){return{disabled:this.element.prop("disabled")}},_parseOptions:function(t){var i=[];t.each(function(t,s){var n=e(s),a=n.parent("optgroup");i.push({element:n,index:t,value:n.val(),label:n.text(),optgroup:a.attr("label")||"",disabled:a.prop("disabled")||n.prop("disabled")})}),this.items=i},_destroy:function(){this.menuWrap.remove(),this.button.remove(),this.element.show(),this.element.removeUniqueId(),this.label.attr("for",this.ids.element)}}),e.widget("ui.slider",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"slide",options:{animate:!1,distance:0,max:100,min:0,orientation:"horizontal",range:!1,step:1,value:0,values:null,change:null,slide:null,start:null,stop:null},numPages:5,_create:function(){this._keySliding=!1,this._mouseSliding=!1,this._animateOff=!0,this._handleIndex=null,this._detectOrientation(),this._mouseInit(),this._calculateNewMax(),this.element.addClass("ui-slider ui-slider-"+this.orientation+" ui-widget"+" ui-widget-content"+" ui-corner-all"),this._refresh(),this._setOption("disabled",this.options.disabled),this._animateOff=!1},_refresh:function(){this._createRange(),this._createHandles(),this._setupEvents(),this._refreshValue()},_createHandles:function(){var t,i,s=this.options,n=this.element.find(".ui-slider-handle").addClass("ui-state-default ui-corner-all"),a="<span class='ui-slider-handle ui-state-default ui-corner-all' tabindex='0'></span>",o=[];for(i=s.values&&s.values.length||1,n.length>i&&(n.slice(i).remove(),n=n.slice(0,i)),t=n.length;i>t;t++)o.push(a);this.handles=n.add(e(o.join("")).appendTo(this.element)),this.handle=this.handles.eq(0),this.handles.each(function(t){e(this).data("ui-slider-handle-index",t)})},_createRange:function(){var t=this.options,i="";t.range?(t.range===!0&&(t.values?t.values.length&&2!==t.values.length?t.values=[t.values[0],t.values[0]]:e.isArray(t.values)&&(t.values=t.values.slice(0)):t.values=[this._valueMin(),this._valueMin()]),this.range&&this.range.length?this.range.removeClass("ui-slider-range-min ui-slider-range-max").css({left:"",bottom:""}):(this.range=e("<div></div>").appendTo(this.element),i="ui-slider-range ui-widget-header ui-corner-all"),this.range.addClass(i+("min"===t.range||"max"===t.range?" ui-slider-range-"+t.range:""))):(this.range&&this.range.remove(),this.range=null)},_setupEvents:function(){this._off(this.handles),this._on(this.handles,this._handleEvents),this._hoverable(this.handles),this._focusable(this.handles)},_destroy:function(){this.handles.remove(),this.range&&this.range.remove(),this.element.removeClass("ui-slider ui-slider-horizontal ui-slider-vertical ui-widget ui-widget-content ui-corner-all"),this._mouseDestroy()},_mouseCapture:function(t){var i,s,n,a,o,r,h,l,u=this,d=this.options;return d.disabled?!1:(this.elementSize={width:this.element.outerWidth(),height:this.element.outerHeight()},this.elementOffset=this.element.offset(),i={x:t.pageX,y:t.pageY},s=this._normValueFromMouse(i),n=this._valueMax()-this._valueMin()+1,this.handles.each(function(t){var i=Math.abs(s-u.values(t));(n>i||n===i&&(t===u._lastChangedValue||u.values(t)===d.min))&&(n=i,a=e(this),o=t)}),r=this._start(t,o),r===!1?!1:(this._mouseSliding=!0,this._handleIndex=o,a.addClass("ui-state-active").focus(),h=a.offset(),l=!e(t.target).parents().addBack().is(".ui-slider-handle"),this._clickOffset=l?{left:0,top:0}:{left:t.pageX-h.left-a.width()/2,top:t.pageY-h.top-a.height()/2-(parseInt(a.css("borderTopWidth"),10)||0)-(parseInt(a.css("borderBottomWidth"),10)||0)+(parseInt(a.css("marginTop"),10)||0)},this.handles.hasClass("ui-state-hover")||this._slide(t,o,s),this._animateOff=!0,!0))},_mouseStart:function(){return!0},_mouseDrag:function(e){var t={x:e.pageX,y:e.pageY},i=this._normValueFromMouse(t);return this._slide(e,this._handleIndex,i),!1},_mouseStop:function(e){return this.handles.removeClass("ui-state-active"),this._mouseSliding=!1,this._stop(e,this._handleIndex),this._change(e,this._handleIndex),this._handleIndex=null,this._clickOffset=null,this._animateOff=!1,!1},_detectOrientation:function(){this.orientation="vertical"===this.options.orientation?"vertical":"horizontal"},_normValueFromMouse:function(e){var t,i,s,n,a;return"horizontal"===this.orientation?(t=this.elementSize.width,i=e.x-this.elementOffset.left-(this._clickOffset?this._clickOffset.left:0)):(t=this.elementSize.height,i=e.y-this.elementOffset.top-(this._clickOffset?this._clickOffset.top:0)),s=i/t,s>1&&(s=1),0>s&&(s=0),"vertical"===this.orientation&&(s=1-s),n=this._valueMax()-this._valueMin(),a=this._valueMin()+s*n,this._trimAlignValue(a)},_start:function(e,t){var i={handle:this.handles[t],value:this.value()};return this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._trigger("start",e,i)},_slide:function(e,t,i){var s,n,a;this.options.values&&this.options.values.length?(s=this.values(t?0:1),2===this.options.values.length&&this.options.range===!0&&(0===t&&i>s||1===t&&s>i)&&(i=s),i!==this.values(t)&&(n=this.values(),n[t]=i,a=this._trigger("slide",e,{handle:this.handles[t],value:i,values:n}),s=this.values(t?0:1),a!==!1&&this.values(t,i))):i!==this.value()&&(a=this._trigger("slide",e,{handle:this.handles[t],value:i}),a!==!1&&this.value(i))},_stop:function(e,t){var i={handle:this.handles[t],value:this.value()};this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._trigger("stop",e,i)},_change:function(e,t){if(!this._keySliding&&!this._mouseSliding){var i={handle:this.handles[t],value:this.value()};this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._lastChangedValue=t,this._trigger("change",e,i)}},value:function(e){return arguments.length?(this.options.value=this._trimAlignValue(e),this._refreshValue(),this._change(null,0),void 0):this._value()},values:function(t,i){var s,n,a;if(arguments.length>1)return this.options.values[t]=this._trimAlignValue(i),this._refreshValue(),this._change(null,t),void 0;if(!arguments.length)return this._values();if(!e.isArray(arguments[0]))return this.options.values&&this.options.values.length?this._values(t):this.value();for(s=this.options.values,n=arguments[0],a=0;s.length>a;a+=1)s[a]=this._trimAlignValue(n[a]),this._change(null,a);this._refreshValue()},_setOption:function(t,i){var s,n=0;switch("range"===t&&this.options.range===!0&&("min"===i?(this.options.value=this._values(0),this.options.values=null):"max"===i&&(this.options.value=this._values(this.options.values.length-1),this.options.values=null)),e.isArray(this.options.values)&&(n=this.options.values.length),"disabled"===t&&this.element.toggleClass("ui-state-disabled",!!i),this._super(t,i),t){case"orientation":this._detectOrientation(),this.element.removeClass("ui-slider-horizontal ui-slider-vertical").addClass("ui-slider-"+this.orientation),this._refreshValue(),this.handles.css("horizontal"===i?"bottom":"left","");break;case"value":this._animateOff=!0,this._refreshValue(),this._change(null,0),this._animateOff=!1;break;case"values":for(this._animateOff=!0,this._refreshValue(),s=0;n>s;s+=1)this._change(null,s);this._animateOff=!1;break;case"step":case"min":case"max":this._animateOff=!0,this._calculateNewMax(),this._refreshValue(),this._animateOff=!1;break;case"range":this._animateOff=!0,this._refresh(),this._animateOff=!1}},_value:function(){var e=this.options.value;return e=this._trimAlignValue(e)},_values:function(e){var t,i,s;if(arguments.length)return t=this.options.values[e],t=this._trimAlignValue(t);if(this.options.values&&this.options.values.length){for(i=this.options.values.slice(),s=0;i.length>s;s+=1)i[s]=this._trimAlignValue(i[s]);return i}return[]},_trimAlignValue:function(e){if(this._valueMin()>=e)return this._valueMin();if(e>=this._valueMax())return this._valueMax();var t=this.options.step>0?this.options.step:1,i=(e-this._valueMin())%t,s=e-i;return 2*Math.abs(i)>=t&&(s+=i>0?t:-t),parseFloat(s.toFixed(5))},_calculateNewMax:function(){var e=this.options.max,t=this._valueMin(),i=this.options.step,s=Math.floor(+(e-t).toFixed(this._precision())/i)*i;e=s+t,this.max=parseFloat(e.toFixed(this._precision()))},_precision:function(){var e=this._precisionOf(this.options.step);return null!==this.options.min&&(e=Math.max(e,this._precisionOf(this.options.min))),e},_precisionOf:function(e){var t=""+e,i=t.indexOf(".");return-1===i?0:t.length-i-1},_valueMin:function(){return this.options.min},_valueMax:function(){return this.max},_refreshValue:function(){var t,i,s,n,a,o=this.options.range,r=this.options,h=this,l=this._animateOff?!1:r.animate,u={};this.options.values&&this.options.values.length?this.handles.each(function(s){i=100*((h.values(s)-h._valueMin())/(h._valueMax()-h._valueMin())),u["horizontal"===h.orientation?"left":"bottom"]=i+"%",e(this).stop(1,1)[l?"animate":"css"](u,r.animate),h.options.range===!0&&("horizontal"===h.orientation?(0===s&&h.range.stop(1,1)[l?"animate":"css"]({left:i+"%"},r.animate),1===s&&h.range[l?"animate":"css"]({width:i-t+"%"},{queue:!1,duration:r.animate})):(0===s&&h.range.stop(1,1)[l?"animate":"css"]({bottom:i+"%"},r.animate),1===s&&h.range[l?"animate":"css"]({height:i-t+"%"},{queue:!1,duration:r.animate}))),t=i}):(s=this.value(),n=this._valueMin(),a=this._valueMax(),i=a!==n?100*((s-n)/(a-n)):0,u["horizontal"===this.orientation?"left":"bottom"]=i+"%",this.handle.stop(1,1)[l?"animate":"css"](u,r.animate),"min"===o&&"horizontal"===this.orientation&&this.range.stop(1,1)[l?"animate":"css"]({width:i+"%"},r.animate),"max"===o&&"horizontal"===this.orientation&&this.range[l?"animate":"css"]({width:100-i+"%"},{queue:!1,duration:r.animate}),"min"===o&&"vertical"===this.orientation&&this.range.stop(1,1)[l?"animate":"css"]({height:i+"%"},r.animate),"max"===o&&"vertical"===this.orientation&&this.range[l?"animate":"css"]({height:100-i+"%"},{queue:!1,duration:r.animate}))},_handleEvents:{keydown:function(t){var i,s,n,a,o=e(t.target).data("ui-slider-handle-index");switch(t.keyCode){case e.ui.keyCode.HOME:case e.ui.keyCode.END:case e.ui.keyCode.PAGE_UP:case e.ui.keyCode.PAGE_DOWN:case e.ui.keyCode.UP:case e.ui.keyCode.RIGHT:case e.ui.keyCode.DOWN:case e.ui.keyCode.LEFT:if(t.preventDefault(),!this._keySliding&&(this._keySliding=!0,e(t.target).addClass("ui-state-active"),i=this._start(t,o),i===!1))return}switch(a=this.options.step,s=n=this.options.values&&this.options.values.length?this.values(o):this.value(),t.keyCode){case e.ui.keyCode.HOME:n=this._valueMin();break;case e.ui.keyCode.END:n=this._valueMax();break;case e.ui.keyCode.PAGE_UP:n=this._trimAlignValue(s+(this._valueMax()-this._valueMin())/this.numPages);break;case e.ui.keyCode.PAGE_DOWN:n=this._trimAlignValue(s-(this._valueMax()-this._valueMin())/this.numPages);break;case e.ui.keyCode.UP:case e.ui.keyCode.RIGHT:if(s===this._valueMax())return;n=this._trimAlignValue(s+a);break;case e.ui.keyCode.DOWN:case e.ui.keyCode.LEFT:if(s===this._valueMin())return;n=this._trimAlignValue(s-a)}this._slide(t,o,n)},keyup:function(t){var i=e(t.target).data("ui-slider-handle-index");this._keySliding&&(this._keySliding=!1,this._stop(t,i),this._change(t,i),e(t.target).removeClass("ui-state-active"))}}}),e.widget("ui.spinner",{version:"1.11.4",defaultElement:"<input>",widgetEventPrefix:"spin",options:{culture:null,icons:{down:"ui-icon-triangle-1-s",up:"ui-icon-triangle-1-n"},incremental:!0,max:null,min:null,numberFormat:null,page:10,step:1,change:null,spin:null,start:null,stop:null},_create:function(){this._setOption("max",this.options.max),this._setOption("min",this.options.min),this._setOption("step",this.options.step),""!==this.value()&&this._value(this.element.val(),!0),this._draw(),this._on(this._events),this._refresh(),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_getCreateOptions:function(){var t={},i=this.element;return e.each(["min","max","step"],function(e,s){var n=i.attr(s);void 0!==n&&n.length&&(t[s]=n)}),t},_events:{keydown:function(e){this._start(e)&&this._keydown(e)&&e.preventDefault()},keyup:"_stop",focus:function(){this.previous=this.element.val()},blur:function(e){return this.cancelBlur?(delete this.cancelBlur,void 0):(this._stop(),this._refresh(),this.previous!==this.element.val()&&this._trigger("change",e),void 0)},mousewheel:function(e,t){if(t){if(!this.spinning&&!this._start(e))return!1;this._spin((t>0?1:-1)*this.options.step,e),clearTimeout(this.mousewheelTimer),this.mousewheelTimer=this._delay(function(){this.spinning&&this._stop(e)},100),e.preventDefault()}},"mousedown .ui-spinner-button":function(t){function i(){var e=this.element[0]===this.document[0].activeElement;e||(this.element.focus(),this.previous=s,this._delay(function(){this.previous=s}))}var s;s=this.element[0]===this.document[0].activeElement?this.previous:this.element.val(),t.preventDefault(),i.call(this),this.cancelBlur=!0,this._delay(function(){delete this.cancelBlur,i.call(this)}),this._start(t)!==!1&&this._repeat(null,e(t.currentTarget).hasClass("ui-spinner-up")?1:-1,t)},"mouseup .ui-spinner-button":"_stop","mouseenter .ui-spinner-button":function(t){return e(t.currentTarget).hasClass("ui-state-active")?this._start(t)===!1?!1:(this._repeat(null,e(t.currentTarget).hasClass("ui-spinner-up")?1:-1,t),void 0):void 0},"mouseleave .ui-spinner-button":"_stop"},_draw:function(){var e=this.uiSpinner=this.element.addClass("ui-spinner-input").attr("autocomplete","off").wrap(this._uiSpinnerHtml()).parent().append(this._buttonHtml());this.element.attr("role","spinbutton"),this.buttons=e.find(".ui-spinner-button").attr("tabIndex",-1).button().removeClass("ui-corner-all"),this.buttons.height()>Math.ceil(.5*e.height())&&e.height()>0&&e.height(e.height()),this.options.disabled&&this.disable()},_keydown:function(t){var i=this.options,s=e.ui.keyCode;switch(t.keyCode){case s.UP:return this._repeat(null,1,t),!0;case s.DOWN:return this._repeat(null,-1,t),!0;case s.PAGE_UP:return this._repeat(null,i.page,t),!0;case s.PAGE_DOWN:return this._repeat(null,-i.page,t),!0}return!1},_uiSpinnerHtml:function(){return"<span class='ui-spinner ui-widget ui-widget-content ui-corner-all'></span>"},_buttonHtml:function(){return"<a class='ui-spinner-button ui-spinner-up ui-corner-tr'><span class='ui-icon "+this.options.icons.up+"'>&#9650;</span>"+"</a>"+"<a class='ui-spinner-button ui-spinner-down ui-corner-br'>"+"<span class='ui-icon "+this.options.icons.down+"'>&#9660;</span>"+"</a>"},_start:function(e){return this.spinning||this._trigger("start",e)!==!1?(this.counter||(this.counter=1),this.spinning=!0,!0):!1},_repeat:function(e,t,i){e=e||500,clearTimeout(this.timer),this.timer=this._delay(function(){this._repeat(40,t,i)},e),this._spin(t*this.options.step,i)},_spin:function(e,t){var i=this.value()||0;this.counter||(this.counter=1),i=this._adjustValue(i+e*this._increment(this.counter)),this.spinning&&this._trigger("spin",t,{value:i})===!1||(this._value(i),this.counter++)},_increment:function(t){var i=this.options.incremental;return i?e.isFunction(i)?i(t):Math.floor(t*t*t/5e4-t*t/500+17*t/200+1):1},_precision:function(){var e=this._precisionOf(this.options.step);return null!==this.options.min&&(e=Math.max(e,this._precisionOf(this.options.min))),e},_precisionOf:function(e){var t=""+e,i=t.indexOf(".");return-1===i?0:t.length-i-1},_adjustValue:function(e){var t,i,s=this.options;return t=null!==s.min?s.min:0,i=e-t,i=Math.round(i/s.step)*s.step,e=t+i,e=parseFloat(e.toFixed(this._precision())),null!==s.max&&e>s.max?s.max:null!==s.min&&s.min>e?s.min:e},_stop:function(e){this.spinning&&(clearTimeout(this.timer),clearTimeout(this.mousewheelTimer),this.counter=0,this.spinning=!1,this._trigger("stop",e))},_setOption:function(e,t){if("culture"===e||"numberFormat"===e){var i=this._parse(this.element.val());return this.options[e]=t,this.element.val(this._format(i)),void 0}("max"===e||"min"===e||"step"===e)&&"string"==typeof t&&(t=this._parse(t)),"icons"===e&&(this.buttons.first().find(".ui-icon").removeClass(this.options.icons.up).addClass(t.up),this.buttons.last().find(".ui-icon").removeClass(this.options.icons.down).addClass(t.down)),this._super(e,t),"disabled"===e&&(this.widget().toggleClass("ui-state-disabled",!!t),this.element.prop("disabled",!!t),this.buttons.button(t?"disable":"enable"))},_setOptions:s(function(e){this._super(e)}),_parse:function(e){return"string"==typeof e&&""!==e&&(e=window.Globalize&&this.options.numberFormat?Globalize.parseFloat(e,10,this.options.culture):+e),""===e||isNaN(e)?null:e
},_format:function(e){return""===e?"":window.Globalize&&this.options.numberFormat?Globalize.format(e,this.options.numberFormat,this.options.culture):e},_refresh:function(){this.element.attr({"aria-valuemin":this.options.min,"aria-valuemax":this.options.max,"aria-valuenow":this._parse(this.element.val())})},isValid:function(){var e=this.value();return null===e?!1:e===this._adjustValue(e)},_value:function(e,t){var i;""!==e&&(i=this._parse(e),null!==i&&(t||(i=this._adjustValue(i)),e=this._format(i))),this.element.val(e),this._refresh()},_destroy:function(){this.element.removeClass("ui-spinner-input").prop("disabled",!1).removeAttr("autocomplete").removeAttr("role").removeAttr("aria-valuemin").removeAttr("aria-valuemax").removeAttr("aria-valuenow"),this.uiSpinner.replaceWith(this.element)},stepUp:s(function(e){this._stepUp(e)}),_stepUp:function(e){this._start()&&(this._spin((e||1)*this.options.step),this._stop())},stepDown:s(function(e){this._stepDown(e)}),_stepDown:function(e){this._start()&&(this._spin((e||1)*-this.options.step),this._stop())},pageUp:s(function(e){this._stepUp((e||1)*this.options.page)}),pageDown:s(function(e){this._stepDown((e||1)*this.options.page)}),value:function(e){return arguments.length?(s(this._value).call(this,e),void 0):this._parse(this.element.val())},widget:function(){return this.uiSpinner}}),e.widget("ui.tabs",{version:"1.11.4",delay:300,options:{active:null,collapsible:!1,event:"click",heightStyle:"content",hide:null,show:null,activate:null,beforeActivate:null,beforeLoad:null,load:null},_isLocal:function(){var e=/#.*$/;return function(t){var i,s;t=t.cloneNode(!1),i=t.href.replace(e,""),s=location.href.replace(e,"");try{i=decodeURIComponent(i)}catch(n){}try{s=decodeURIComponent(s)}catch(n){}return t.hash.length>1&&i===s}}(),_create:function(){var t=this,i=this.options;this.running=!1,this.element.addClass("ui-tabs ui-widget ui-widget-content ui-corner-all").toggleClass("ui-tabs-collapsible",i.collapsible),this._processTabs(),i.active=this._initialActive(),e.isArray(i.disabled)&&(i.disabled=e.unique(i.disabled.concat(e.map(this.tabs.filter(".ui-state-disabled"),function(e){return t.tabs.index(e)}))).sort()),this.active=this.options.active!==!1&&this.anchors.length?this._findActive(i.active):e(),this._refresh(),this.active.length&&this.load(i.active)},_initialActive:function(){var t=this.options.active,i=this.options.collapsible,s=location.hash.substring(1);return null===t&&(s&&this.tabs.each(function(i,n){return e(n).attr("aria-controls")===s?(t=i,!1):void 0}),null===t&&(t=this.tabs.index(this.tabs.filter(".ui-tabs-active"))),(null===t||-1===t)&&(t=this.tabs.length?0:!1)),t!==!1&&(t=this.tabs.index(this.tabs.eq(t)),-1===t&&(t=i?!1:0)),!i&&t===!1&&this.anchors.length&&(t=0),t},_getCreateEventData:function(){return{tab:this.active,panel:this.active.length?this._getPanelForTab(this.active):e()}},_tabKeydown:function(t){var i=e(this.document[0].activeElement).closest("li"),s=this.tabs.index(i),n=!0;if(!this._handlePageNav(t)){switch(t.keyCode){case e.ui.keyCode.RIGHT:case e.ui.keyCode.DOWN:s++;break;case e.ui.keyCode.UP:case e.ui.keyCode.LEFT:n=!1,s--;break;case e.ui.keyCode.END:s=this.anchors.length-1;break;case e.ui.keyCode.HOME:s=0;break;case e.ui.keyCode.SPACE:return t.preventDefault(),clearTimeout(this.activating),this._activate(s),void 0;case e.ui.keyCode.ENTER:return t.preventDefault(),clearTimeout(this.activating),this._activate(s===this.options.active?!1:s),void 0;default:return}t.preventDefault(),clearTimeout(this.activating),s=this._focusNextTab(s,n),t.ctrlKey||t.metaKey||(i.attr("aria-selected","false"),this.tabs.eq(s).attr("aria-selected","true"),this.activating=this._delay(function(){this.option("active",s)},this.delay))}},_panelKeydown:function(t){this._handlePageNav(t)||t.ctrlKey&&t.keyCode===e.ui.keyCode.UP&&(t.preventDefault(),this.active.focus())},_handlePageNav:function(t){return t.altKey&&t.keyCode===e.ui.keyCode.PAGE_UP?(this._activate(this._focusNextTab(this.options.active-1,!1)),!0):t.altKey&&t.keyCode===e.ui.keyCode.PAGE_DOWN?(this._activate(this._focusNextTab(this.options.active+1,!0)),!0):void 0},_findNextTab:function(t,i){function s(){return t>n&&(t=0),0>t&&(t=n),t}for(var n=this.tabs.length-1;-1!==e.inArray(s(),this.options.disabled);)t=i?t+1:t-1;return t},_focusNextTab:function(e,t){return e=this._findNextTab(e,t),this.tabs.eq(e).focus(),e},_setOption:function(e,t){return"active"===e?(this._activate(t),void 0):"disabled"===e?(this._setupDisabled(t),void 0):(this._super(e,t),"collapsible"===e&&(this.element.toggleClass("ui-tabs-collapsible",t),t||this.options.active!==!1||this._activate(0)),"event"===e&&this._setupEvents(t),"heightStyle"===e&&this._setupHeightStyle(t),void 0)},_sanitizeSelector:function(e){return e?e.replace(/[!"$%&'()*+,.\/:;<=>?@\[\]\^`{|}~]/g,"\\$&"):""},refresh:function(){var t=this.options,i=this.tablist.children(":has(a[href])");t.disabled=e.map(i.filter(".ui-state-disabled"),function(e){return i.index(e)}),this._processTabs(),t.active!==!1&&this.anchors.length?this.active.length&&!e.contains(this.tablist[0],this.active[0])?this.tabs.length===t.disabled.length?(t.active=!1,this.active=e()):this._activate(this._findNextTab(Math.max(0,t.active-1),!1)):t.active=this.tabs.index(this.active):(t.active=!1,this.active=e()),this._refresh()},_refresh:function(){this._setupDisabled(this.options.disabled),this._setupEvents(this.options.event),this._setupHeightStyle(this.options.heightStyle),this.tabs.not(this.active).attr({"aria-selected":"false","aria-expanded":"false",tabIndex:-1}),this.panels.not(this._getPanelForTab(this.active)).hide().attr({"aria-hidden":"true"}),this.active.length?(this.active.addClass("ui-tabs-active ui-state-active").attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0}),this._getPanelForTab(this.active).show().attr({"aria-hidden":"false"})):this.tabs.eq(0).attr("tabIndex",0)},_processTabs:function(){var t=this,i=this.tabs,s=this.anchors,n=this.panels;this.tablist=this._getList().addClass("ui-tabs-nav ui-helper-reset ui-helper-clearfix ui-widget-header ui-corner-all").attr("role","tablist").delegate("> li","mousedown"+this.eventNamespace,function(t){e(this).is(".ui-state-disabled")&&t.preventDefault()}).delegate(".ui-tabs-anchor","focus"+this.eventNamespace,function(){e(this).closest("li").is(".ui-state-disabled")&&this.blur()}),this.tabs=this.tablist.find("> li:has(a[href])").addClass("ui-state-default ui-corner-top").attr({role:"tab",tabIndex:-1}),this.anchors=this.tabs.map(function(){return e("a",this)[0]}).addClass("ui-tabs-anchor").attr({role:"presentation",tabIndex:-1}),this.panels=e(),this.anchors.each(function(i,s){var n,a,o,r=e(s).uniqueId().attr("id"),h=e(s).closest("li"),l=h.attr("aria-controls");t._isLocal(s)?(n=s.hash,o=n.substring(1),a=t.element.find(t._sanitizeSelector(n))):(o=h.attr("aria-controls")||e({}).uniqueId()[0].id,n="#"+o,a=t.element.find(n),a.length||(a=t._createPanel(o),a.insertAfter(t.panels[i-1]||t.tablist)),a.attr("aria-live","polite")),a.length&&(t.panels=t.panels.add(a)),l&&h.data("ui-tabs-aria-controls",l),h.attr({"aria-controls":o,"aria-labelledby":r}),a.attr("aria-labelledby",r)}),this.panels.addClass("ui-tabs-panel ui-widget-content ui-corner-bottom").attr("role","tabpanel"),i&&(this._off(i.not(this.tabs)),this._off(s.not(this.anchors)),this._off(n.not(this.panels)))},_getList:function(){return this.tablist||this.element.find("ol,ul").eq(0)},_createPanel:function(t){return e("<div>").attr("id",t).addClass("ui-tabs-panel ui-widget-content ui-corner-bottom").data("ui-tabs-destroy",!0)},_setupDisabled:function(t){e.isArray(t)&&(t.length?t.length===this.anchors.length&&(t=!0):t=!1);for(var i,s=0;i=this.tabs[s];s++)t===!0||-1!==e.inArray(s,t)?e(i).addClass("ui-state-disabled").attr("aria-disabled","true"):e(i).removeClass("ui-state-disabled").removeAttr("aria-disabled");this.options.disabled=t},_setupEvents:function(t){var i={};t&&e.each(t.split(" "),function(e,t){i[t]="_eventHandler"}),this._off(this.anchors.add(this.tabs).add(this.panels)),this._on(!0,this.anchors,{click:function(e){e.preventDefault()}}),this._on(this.anchors,i),this._on(this.tabs,{keydown:"_tabKeydown"}),this._on(this.panels,{keydown:"_panelKeydown"}),this._focusable(this.tabs),this._hoverable(this.tabs)},_setupHeightStyle:function(t){var i,s=this.element.parent();"fill"===t?(i=s.height(),i-=this.element.outerHeight()-this.element.height(),this.element.siblings(":visible").each(function(){var t=e(this),s=t.css("position");"absolute"!==s&&"fixed"!==s&&(i-=t.outerHeight(!0))}),this.element.children().not(this.panels).each(function(){i-=e(this).outerHeight(!0)}),this.panels.each(function(){e(this).height(Math.max(0,i-e(this).innerHeight()+e(this).height()))}).css("overflow","auto")):"auto"===t&&(i=0,this.panels.each(function(){i=Math.max(i,e(this).height("").height())}).height(i))},_eventHandler:function(t){var i=this.options,s=this.active,n=e(t.currentTarget),a=n.closest("li"),o=a[0]===s[0],r=o&&i.collapsible,h=r?e():this._getPanelForTab(a),l=s.length?this._getPanelForTab(s):e(),u={oldTab:s,oldPanel:l,newTab:r?e():a,newPanel:h};t.preventDefault(),a.hasClass("ui-state-disabled")||a.hasClass("ui-tabs-loading")||this.running||o&&!i.collapsible||this._trigger("beforeActivate",t,u)===!1||(i.active=r?!1:this.tabs.index(a),this.active=o?e():a,this.xhr&&this.xhr.abort(),l.length||h.length||e.error("jQuery UI Tabs: Mismatching fragment identifier."),h.length&&this.load(this.tabs.index(a),t),this._toggle(t,u))},_toggle:function(t,i){function s(){a.running=!1,a._trigger("activate",t,i)}function n(){i.newTab.closest("li").addClass("ui-tabs-active ui-state-active"),o.length&&a.options.show?a._show(o,a.options.show,s):(o.show(),s())}var a=this,o=i.newPanel,r=i.oldPanel;this.running=!0,r.length&&this.options.hide?this._hide(r,this.options.hide,function(){i.oldTab.closest("li").removeClass("ui-tabs-active ui-state-active"),n()}):(i.oldTab.closest("li").removeClass("ui-tabs-active ui-state-active"),r.hide(),n()),r.attr("aria-hidden","true"),i.oldTab.attr({"aria-selected":"false","aria-expanded":"false"}),o.length&&r.length?i.oldTab.attr("tabIndex",-1):o.length&&this.tabs.filter(function(){return 0===e(this).attr("tabIndex")}).attr("tabIndex",-1),o.attr("aria-hidden","false"),i.newTab.attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0})},_activate:function(t){var i,s=this._findActive(t);s[0]!==this.active[0]&&(s.length||(s=this.active),i=s.find(".ui-tabs-anchor")[0],this._eventHandler({target:i,currentTarget:i,preventDefault:e.noop}))},_findActive:function(t){return t===!1?e():this.tabs.eq(t)},_getIndex:function(e){return"string"==typeof e&&(e=this.anchors.index(this.anchors.filter("[href$='"+e+"']"))),e},_destroy:function(){this.xhr&&this.xhr.abort(),this.element.removeClass("ui-tabs ui-widget ui-widget-content ui-corner-all ui-tabs-collapsible"),this.tablist.removeClass("ui-tabs-nav ui-helper-reset ui-helper-clearfix ui-widget-header ui-corner-all").removeAttr("role"),this.anchors.removeClass("ui-tabs-anchor").removeAttr("role").removeAttr("tabIndex").removeUniqueId(),this.tablist.unbind(this.eventNamespace),this.tabs.add(this.panels).each(function(){e.data(this,"ui-tabs-destroy")?e(this).remove():e(this).removeClass("ui-state-default ui-state-active ui-state-disabled ui-corner-top ui-corner-bottom ui-widget-content ui-tabs-active ui-tabs-panel").removeAttr("tabIndex").removeAttr("aria-live").removeAttr("aria-busy").removeAttr("aria-selected").removeAttr("aria-labelledby").removeAttr("aria-hidden").removeAttr("aria-expanded").removeAttr("role")}),this.tabs.each(function(){var t=e(this),i=t.data("ui-tabs-aria-controls");i?t.attr("aria-controls",i).removeData("ui-tabs-aria-controls"):t.removeAttr("aria-controls")}),this.panels.show(),"content"!==this.options.heightStyle&&this.panels.css("height","")},enable:function(t){var i=this.options.disabled;i!==!1&&(void 0===t?i=!1:(t=this._getIndex(t),i=e.isArray(i)?e.map(i,function(e){return e!==t?e:null}):e.map(this.tabs,function(e,i){return i!==t?i:null})),this._setupDisabled(i))},disable:function(t){var i=this.options.disabled;if(i!==!0){if(void 0===t)i=!0;else{if(t=this._getIndex(t),-1!==e.inArray(t,i))return;i=e.isArray(i)?e.merge([t],i).sort():[t]}this._setupDisabled(i)}},load:function(t,i){t=this._getIndex(t);var s=this,n=this.tabs.eq(t),a=n.find(".ui-tabs-anchor"),o=this._getPanelForTab(n),r={tab:n,panel:o},h=function(e,t){"abort"===t&&s.panels.stop(!1,!0),n.removeClass("ui-tabs-loading"),o.removeAttr("aria-busy"),e===s.xhr&&delete s.xhr};this._isLocal(a[0])||(this.xhr=e.ajax(this._ajaxSettings(a,i,r)),this.xhr&&"canceled"!==this.xhr.statusText&&(n.addClass("ui-tabs-loading"),o.attr("aria-busy","true"),this.xhr.done(function(e,t,n){setTimeout(function(){o.html(e),s._trigger("load",i,r),h(n,t)},1)}).fail(function(e,t){setTimeout(function(){h(e,t)},1)})))},_ajaxSettings:function(t,i,s){var n=this;return{url:t.attr("href"),beforeSend:function(t,a){return n._trigger("beforeLoad",i,e.extend({jqXHR:t,ajaxSettings:a},s))}}},_getPanelForTab:function(t){var i=e(t).attr("aria-controls");return this.element.find(this._sanitizeSelector("#"+i))}}),e.widget("ui.tooltip",{version:"1.11.4",options:{content:function(){var t=e(this).attr("title")||"";return e("<a>").text(t).html()},hide:!0,items:"[title]:not([disabled])",position:{my:"left top+15",at:"left bottom",collision:"flipfit flip"},show:!0,tooltipClass:null,track:!1,close:null,open:null},_addDescribedBy:function(t,i){var s=(t.attr("aria-describedby")||"").split(/\s+/);s.push(i),t.data("ui-tooltip-id",i).attr("aria-describedby",e.trim(s.join(" ")))},_removeDescribedBy:function(t){var i=t.data("ui-tooltip-id"),s=(t.attr("aria-describedby")||"").split(/\s+/),n=e.inArray(i,s);-1!==n&&s.splice(n,1),t.removeData("ui-tooltip-id"),s=e.trim(s.join(" ")),s?t.attr("aria-describedby",s):t.removeAttr("aria-describedby")},_create:function(){this._on({mouseover:"open",focusin:"open"}),this.tooltips={},this.parents={},this.options.disabled&&this._disable(),this.liveRegion=e("<div>").attr({role:"log","aria-live":"assertive","aria-relevant":"additions"}).addClass("ui-helper-hidden-accessible").appendTo(this.document[0].body)},_setOption:function(t,i){var s=this;return"disabled"===t?(this[i?"_disable":"_enable"](),this.options[t]=i,void 0):(this._super(t,i),"content"===t&&e.each(this.tooltips,function(e,t){s._updateContent(t.element)}),void 0)},_disable:function(){var t=this;e.each(this.tooltips,function(i,s){var n=e.Event("blur");n.target=n.currentTarget=s.element[0],t.close(n,!0)}),this.element.find(this.options.items).addBack().each(function(){var t=e(this);t.is("[title]")&&t.data("ui-tooltip-title",t.attr("title")).removeAttr("title")})},_enable:function(){this.element.find(this.options.items).addBack().each(function(){var t=e(this);t.data("ui-tooltip-title")&&t.attr("title",t.data("ui-tooltip-title"))})},open:function(t){var i=this,s=e(t?t.target:this.element).closest(this.options.items);s.length&&!s.data("ui-tooltip-id")&&(s.attr("title")&&s.data("ui-tooltip-title",s.attr("title")),s.data("ui-tooltip-open",!0),t&&"mouseover"===t.type&&s.parents().each(function(){var t,s=e(this);s.data("ui-tooltip-open")&&(t=e.Event("blur"),t.target=t.currentTarget=this,i.close(t,!0)),s.attr("title")&&(s.uniqueId(),i.parents[this.id]={element:this,title:s.attr("title")},s.attr("title",""))}),this._registerCloseHandlers(t,s),this._updateContent(s,t))},_updateContent:function(e,t){var i,s=this.options.content,n=this,a=t?t.type:null;return"string"==typeof s?this._open(t,e,s):(i=s.call(e[0],function(i){n._delay(function(){e.data("ui-tooltip-open")&&(t&&(t.type=a),this._open(t,e,i))})}),i&&this._open(t,e,i),void 0)},_open:function(t,i,s){function n(e){l.of=e,o.is(":hidden")||o.position(l)}var a,o,r,h,l=e.extend({},this.options.position);if(s){if(a=this._find(i))return a.tooltip.find(".ui-tooltip-content").html(s),void 0;i.is("[title]")&&(t&&"mouseover"===t.type?i.attr("title",""):i.removeAttr("title")),a=this._tooltip(i),o=a.tooltip,this._addDescribedBy(i,o.attr("id")),o.find(".ui-tooltip-content").html(s),this.liveRegion.children().hide(),s.clone?(h=s.clone(),h.removeAttr("id").find("[id]").removeAttr("id")):h=s,e("<div>").html(h).appendTo(this.liveRegion),this.options.track&&t&&/^mouse/.test(t.type)?(this._on(this.document,{mousemove:n}),n(t)):o.position(e.extend({of:i},this.options.position)),o.hide(),this._show(o,this.options.show),this.options.show&&this.options.show.delay&&(r=this.delayedShow=setInterval(function(){o.is(":visible")&&(n(l.of),clearInterval(r))},e.fx.interval)),this._trigger("open",t,{tooltip:o})}},_registerCloseHandlers:function(t,i){var s={keyup:function(t){if(t.keyCode===e.ui.keyCode.ESCAPE){var s=e.Event(t);s.currentTarget=i[0],this.close(s,!0)}}};i[0]!==this.element[0]&&(s.remove=function(){this._removeTooltip(this._find(i).tooltip)}),t&&"mouseover"!==t.type||(s.mouseleave="close"),t&&"focusin"!==t.type||(s.focusout="close"),this._on(!0,i,s)},close:function(t){var i,s=this,n=e(t?t.currentTarget:this.element),a=this._find(n);return a?(i=a.tooltip,a.closing||(clearInterval(this.delayedShow),n.data("ui-tooltip-title")&&!n.attr("title")&&n.attr("title",n.data("ui-tooltip-title")),this._removeDescribedBy(n),a.hiding=!0,i.stop(!0),this._hide(i,this.options.hide,function(){s._removeTooltip(e(this))}),n.removeData("ui-tooltip-open"),this._off(n,"mouseleave focusout keyup"),n[0]!==this.element[0]&&this._off(n,"remove"),this._off(this.document,"mousemove"),t&&"mouseleave"===t.type&&e.each(this.parents,function(t,i){e(i.element).attr("title",i.title),delete s.parents[t]}),a.closing=!0,this._trigger("close",t,{tooltip:i}),a.hiding||(a.closing=!1)),void 0):(n.removeData("ui-tooltip-open"),void 0)},_tooltip:function(t){var i=e("<div>").attr("role","tooltip").addClass("ui-tooltip ui-widget ui-corner-all ui-widget-content "+(this.options.tooltipClass||"")),s=i.uniqueId().attr("id");return e("<div>").addClass("ui-tooltip-content").appendTo(i),i.appendTo(this.document[0].body),this.tooltips[s]={element:t,tooltip:i}},_find:function(e){var t=e.data("ui-tooltip-id");return t?this.tooltips[t]:null},_removeTooltip:function(e){e.remove(),delete this.tooltips[e.attr("id")]},_destroy:function(){var t=this;e.each(this.tooltips,function(i,s){var n=e.Event("blur"),a=s.element;n.target=n.currentTarget=a[0],t.close(n,!0),e("#"+i).remove(),a.data("ui-tooltip-title")&&(a.attr("title")||a.attr("title",a.data("ui-tooltip-title")),a.removeData("ui-tooltip-title"))}),this.liveRegion.remove()}});var c="ui-effects-",p=e;e.effects={effect:{}},function(e,t){function i(e,t,i){var s=d[t.type]||{};return null==e?i||!t.def?null:t.def:(e=s.floor?~~e:parseFloat(e),isNaN(e)?t.def:s.mod?(e+s.mod)%s.mod:0>e?0:e>s.max?s.max:e)}function s(i){var s=l(),n=s._rgba=[];return i=i.toLowerCase(),f(h,function(e,a){var o,r=a.re.exec(i),h=r&&a.parse(r),l=a.space||"rgba";return h?(o=s[l](h),s[u[l].cache]=o[u[l].cache],n=s._rgba=o._rgba,!1):t}),n.length?("0,0,0,0"===n.join()&&e.extend(n,a.transparent),s):a[i]}function n(e,t,i){return i=(i+1)%1,1>6*i?e+6*(t-e)*i:1>2*i?t:2>3*i?e+6*(t-e)*(2/3-i):e}var a,o="backgroundColor borderBottomColor borderLeftColor borderRightColor borderTopColor color columnRuleColor outlineColor textDecorationColor textEmphasisColor",r=/^([\-+])=\s*(\d+\.?\d*)/,h=[{re:/rgba?\(\s*(\d{1,3})\s*,\s*(\d{1,3})\s*,\s*(\d{1,3})\s*(?:,\s*(\d?(?:\.\d+)?)\s*)?\)/,parse:function(e){return[e[1],e[2],e[3],e[4]]}},{re:/rgba?\(\s*(\d+(?:\.\d+)?)\%\s*,\s*(\d+(?:\.\d+)?)\%\s*,\s*(\d+(?:\.\d+)?)\%\s*(?:,\s*(\d?(?:\.\d+)?)\s*)?\)/,parse:function(e){return[2.55*e[1],2.55*e[2],2.55*e[3],e[4]]}},{re:/#([a-f0-9]{2})([a-f0-9]{2})([a-f0-9]{2})/,parse:function(e){return[parseInt(e[1],16),parseInt(e[2],16),parseInt(e[3],16)]}},{re:/#([a-f0-9])([a-f0-9])([a-f0-9])/,parse:function(e){return[parseInt(e[1]+e[1],16),parseInt(e[2]+e[2],16),parseInt(e[3]+e[3],16)]}},{re:/hsla?\(\s*(\d+(?:\.\d+)?)\s*,\s*(\d+(?:\.\d+)?)\%\s*,\s*(\d+(?:\.\d+)?)\%\s*(?:,\s*(\d?(?:\.\d+)?)\s*)?\)/,space:"hsla",parse:function(e){return[e[1],e[2]/100,e[3]/100,e[4]]}}],l=e.Color=function(t,i,s,n){return new e.Color.fn.parse(t,i,s,n)},u={rgba:{props:{red:{idx:0,type:"byte"},green:{idx:1,type:"byte"},blue:{idx:2,type:"byte"}}},hsla:{props:{hue:{idx:0,type:"degrees"},saturation:{idx:1,type:"percent"},lightness:{idx:2,type:"percent"}}}},d={"byte":{floor:!0,max:255},percent:{max:1},degrees:{mod:360,floor:!0}},c=l.support={},p=e("<p>")[0],f=e.each;p.style.cssText="background-color:rgba(1,1,1,.5)",c.rgba=p.style.backgroundColor.indexOf("rgba")>-1,f(u,function(e,t){t.cache="_"+e,t.props.alpha={idx:3,type:"percent",def:1}}),l.fn=e.extend(l.prototype,{parse:function(n,o,r,h){if(n===t)return this._rgba=[null,null,null,null],this;(n.jquery||n.nodeType)&&(n=e(n).css(o),o=t);var d=this,c=e.type(n),p=this._rgba=[];return o!==t&&(n=[n,o,r,h],c="array"),"string"===c?this.parse(s(n)||a._default):"array"===c?(f(u.rgba.props,function(e,t){p[t.idx]=i(n[t.idx],t)}),this):"object"===c?(n instanceof l?f(u,function(e,t){n[t.cache]&&(d[t.cache]=n[t.cache].slice())}):f(u,function(t,s){var a=s.cache;f(s.props,function(e,t){if(!d[a]&&s.to){if("alpha"===e||null==n[e])return;d[a]=s.to(d._rgba)}d[a][t.idx]=i(n[e],t,!0)}),d[a]&&0>e.inArray(null,d[a].slice(0,3))&&(d[a][3]=1,s.from&&(d._rgba=s.from(d[a])))}),this):t},is:function(e){var i=l(e),s=!0,n=this;return f(u,function(e,a){var o,r=i[a.cache];return r&&(o=n[a.cache]||a.to&&a.to(n._rgba)||[],f(a.props,function(e,i){return null!=r[i.idx]?s=r[i.idx]===o[i.idx]:t})),s}),s},_space:function(){var e=[],t=this;return f(u,function(i,s){t[s.cache]&&e.push(i)}),e.pop()},transition:function(e,t){var s=l(e),n=s._space(),a=u[n],o=0===this.alpha()?l("transparent"):this,r=o[a.cache]||a.to(o._rgba),h=r.slice();return s=s[a.cache],f(a.props,function(e,n){var a=n.idx,o=r[a],l=s[a],u=d[n.type]||{};null!==l&&(null===o?h[a]=l:(u.mod&&(l-o>u.mod/2?o+=u.mod:o-l>u.mod/2&&(o-=u.mod)),h[a]=i((l-o)*t+o,n)))}),this[n](h)},blend:function(t){if(1===this._rgba[3])return this;var i=this._rgba.slice(),s=i.pop(),n=l(t)._rgba;return l(e.map(i,function(e,t){return(1-s)*n[t]+s*e}))},toRgbaString:function(){var t="rgba(",i=e.map(this._rgba,function(e,t){return null==e?t>2?1:0:e});return 1===i[3]&&(i.pop(),t="rgb("),t+i.join()+")"},toHslaString:function(){var t="hsla(",i=e.map(this.hsla(),function(e,t){return null==e&&(e=t>2?1:0),t&&3>t&&(e=Math.round(100*e)+"%"),e});return 1===i[3]&&(i.pop(),t="hsl("),t+i.join()+")"},toHexString:function(t){var i=this._rgba.slice(),s=i.pop();return t&&i.push(~~(255*s)),"#"+e.map(i,function(e){return e=(e||0).toString(16),1===e.length?"0"+e:e}).join("")},toString:function(){return 0===this._rgba[3]?"transparent":this.toRgbaString()}}),l.fn.parse.prototype=l.fn,u.hsla.to=function(e){if(null==e[0]||null==e[1]||null==e[2])return[null,null,null,e[3]];var t,i,s=e[0]/255,n=e[1]/255,a=e[2]/255,o=e[3],r=Math.max(s,n,a),h=Math.min(s,n,a),l=r-h,u=r+h,d=.5*u;return t=h===r?0:s===r?60*(n-a)/l+360:n===r?60*(a-s)/l+120:60*(s-n)/l+240,i=0===l?0:.5>=d?l/u:l/(2-u),[Math.round(t)%360,i,d,null==o?1:o]},u.hsla.from=function(e){if(null==e[0]||null==e[1]||null==e[2])return[null,null,null,e[3]];var t=e[0]/360,i=e[1],s=e[2],a=e[3],o=.5>=s?s*(1+i):s+i-s*i,r=2*s-o;return[Math.round(255*n(r,o,t+1/3)),Math.round(255*n(r,o,t)),Math.round(255*n(r,o,t-1/3)),a]},f(u,function(s,n){var a=n.props,o=n.cache,h=n.to,u=n.from;l.fn[s]=function(s){if(h&&!this[o]&&(this[o]=h(this._rgba)),s===t)return this[o].slice();var n,r=e.type(s),d="array"===r||"object"===r?s:arguments,c=this[o].slice();return f(a,function(e,t){var s=d["object"===r?e:t.idx];null==s&&(s=c[t.idx]),c[t.idx]=i(s,t)}),u?(n=l(u(c)),n[o]=c,n):l(c)},f(a,function(t,i){l.fn[t]||(l.fn[t]=function(n){var a,o=e.type(n),h="alpha"===t?this._hsla?"hsla":"rgba":s,l=this[h](),u=l[i.idx];return"undefined"===o?u:("function"===o&&(n=n.call(this,u),o=e.type(n)),null==n&&i.empty?this:("string"===o&&(a=r.exec(n),a&&(n=u+parseFloat(a[2])*("+"===a[1]?1:-1))),l[i.idx]=n,this[h](l)))})})}),l.hook=function(t){var i=t.split(" ");f(i,function(t,i){e.cssHooks[i]={set:function(t,n){var a,o,r="";if("transparent"!==n&&("string"!==e.type(n)||(a=s(n)))){if(n=l(a||n),!c.rgba&&1!==n._rgba[3]){for(o="backgroundColor"===i?t.parentNode:t;(""===r||"transparent"===r)&&o&&o.style;)try{r=e.css(o,"backgroundColor"),o=o.parentNode}catch(h){}n=n.blend(r&&"transparent"!==r?r:"_default")}n=n.toRgbaString()}try{t.style[i]=n}catch(h){}}},e.fx.step[i]=function(t){t.colorInit||(t.start=l(t.elem,i),t.end=l(t.end),t.colorInit=!0),e.cssHooks[i].set(t.elem,t.start.transition(t.end,t.pos))}})},l.hook(o),e.cssHooks.borderColor={expand:function(e){var t={};return f(["Top","Right","Bottom","Left"],function(i,s){t["border"+s+"Color"]=e}),t}},a=e.Color.names={aqua:"#00ffff",black:"#000000",blue:"#0000ff",fuchsia:"#ff00ff",gray:"#808080",green:"#008000",lime:"#00ff00",maroon:"#800000",navy:"#000080",olive:"#808000",purple:"#800080",red:"#ff0000",silver:"#c0c0c0",teal:"#008080",white:"#ffffff",yellow:"#ffff00",transparent:[null,null,null,0],_default:"#ffffff"}}(p),function(){function t(t){var i,s,n=t.ownerDocument.defaultView?t.ownerDocument.defaultView.getComputedStyle(t,null):t.currentStyle,a={};if(n&&n.length&&n[0]&&n[n[0]])for(s=n.length;s--;)i=n[s],"string"==typeof n[i]&&(a[e.camelCase(i)]=n[i]);else for(i in n)"string"==typeof n[i]&&(a[i]=n[i]);return a}function i(t,i){var s,a,o={};for(s in i)a=i[s],t[s]!==a&&(n[s]||(e.fx.step[s]||!isNaN(parseFloat(a)))&&(o[s]=a));return o}var s=["add","remove","toggle"],n={border:1,borderBottom:1,borderColor:1,borderLeft:1,borderRight:1,borderTop:1,borderWidth:1,margin:1,padding:1};e.each(["borderLeftStyle","borderRightStyle","borderBottomStyle","borderTopStyle"],function(t,i){e.fx.step[i]=function(e){("none"!==e.end&&!e.setAttr||1===e.pos&&!e.setAttr)&&(p.style(e.elem,i,e.end),e.setAttr=!0)}}),e.fn.addBack||(e.fn.addBack=function(e){return this.add(null==e?this.prevObject:this.prevObject.filter(e))}),e.effects.animateClass=function(n,a,o,r){var h=e.speed(a,o,r);return this.queue(function(){var a,o=e(this),r=o.attr("class")||"",l=h.children?o.find("*").addBack():o;l=l.map(function(){var i=e(this);return{el:i,start:t(this)}}),a=function(){e.each(s,function(e,t){n[t]&&o[t+"Class"](n[t])})},a(),l=l.map(function(){return this.end=t(this.el[0]),this.diff=i(this.start,this.end),this}),o.attr("class",r),l=l.map(function(){var t=this,i=e.Deferred(),s=e.extend({},h,{queue:!1,complete:function(){i.resolve(t)}});return this.el.animate(this.diff,s),i.promise()}),e.when.apply(e,l.get()).done(function(){a(),e.each(arguments,function(){var t=this.el;e.each(this.diff,function(e){t.css(e,"")})}),h.complete.call(o[0])})})},e.fn.extend({addClass:function(t){return function(i,s,n,a){return s?e.effects.animateClass.call(this,{add:i},s,n,a):t.apply(this,arguments)}}(e.fn.addClass),removeClass:function(t){return function(i,s,n,a){return arguments.length>1?e.effects.animateClass.call(this,{remove:i},s,n,a):t.apply(this,arguments)}}(e.fn.removeClass),toggleClass:function(t){return function(i,s,n,a,o){return"boolean"==typeof s||void 0===s?n?e.effects.animateClass.call(this,s?{add:i}:{remove:i},n,a,o):t.apply(this,arguments):e.effects.animateClass.call(this,{toggle:i},s,n,a)}}(e.fn.toggleClass),switchClass:function(t,i,s,n,a){return e.effects.animateClass.call(this,{add:i,remove:t},s,n,a)}})}(),function(){function t(t,i,s,n){return e.isPlainObject(t)&&(i=t,t=t.effect),t={effect:t},null==i&&(i={}),e.isFunction(i)&&(n=i,s=null,i={}),("number"==typeof i||e.fx.speeds[i])&&(n=s,s=i,i={}),e.isFunction(s)&&(n=s,s=null),i&&e.extend(t,i),s=s||i.duration,t.duration=e.fx.off?0:"number"==typeof s?s:s in e.fx.speeds?e.fx.speeds[s]:e.fx.speeds._default,t.complete=n||i.complete,t}function i(t){return!t||"number"==typeof t||e.fx.speeds[t]?!0:"string"!=typeof t||e.effects.effect[t]?e.isFunction(t)?!0:"object"!=typeof t||t.effect?!1:!0:!0}e.extend(e.effects,{version:"1.11.4",save:function(e,t){for(var i=0;t.length>i;i++)null!==t[i]&&e.data(c+t[i],e[0].style[t[i]])},restore:function(e,t){var i,s;for(s=0;t.length>s;s++)null!==t[s]&&(i=e.data(c+t[s]),void 0===i&&(i=""),e.css(t[s],i))},setMode:function(e,t){return"toggle"===t&&(t=e.is(":hidden")?"show":"hide"),t},getBaseline:function(e,t){var i,s;switch(e[0]){case"top":i=0;break;case"middle":i=.5;break;case"bottom":i=1;break;default:i=e[0]/t.height}switch(e[1]){case"left":s=0;break;case"center":s=.5;break;case"right":s=1;break;default:s=e[1]/t.width}return{x:s,y:i}},createWrapper:function(t){if(t.parent().is(".ui-effects-wrapper"))return t.parent();var i={width:t.outerWidth(!0),height:t.outerHeight(!0),"float":t.css("float")},s=e("<div></div>").addClass("ui-effects-wrapper").css({fontSize:"100%",background:"transparent",border:"none",margin:0,padding:0}),n={width:t.width(),height:t.height()},a=document.activeElement;try{a.id}catch(o){a=document.body}return t.wrap(s),(t[0]===a||e.contains(t[0],a))&&e(a).focus(),s=t.parent(),"static"===t.css("position")?(s.css({position:"relative"}),t.css({position:"relative"})):(e.extend(i,{position:t.css("position"),zIndex:t.css("z-index")}),e.each(["top","left","bottom","right"],function(e,s){i[s]=t.css(s),isNaN(parseInt(i[s],10))&&(i[s]="auto")}),t.css({position:"relative",top:0,left:0,right:"auto",bottom:"auto"})),t.css(n),s.css(i).show()},removeWrapper:function(t){var i=document.activeElement;return t.parent().is(".ui-effects-wrapper")&&(t.parent().replaceWith(t),(t[0]===i||e.contains(t[0],i))&&e(i).focus()),t},setTransition:function(t,i,s,n){return n=n||{},e.each(i,function(e,i){var a=t.cssUnit(i);a[0]>0&&(n[i]=a[0]*s+a[1])}),n}}),e.fn.extend({effect:function(){function i(t){function i(){e.isFunction(a)&&a.call(n[0]),e.isFunction(t)&&t()}var n=e(this),a=s.complete,r=s.mode;(n.is(":hidden")?"hide"===r:"show"===r)?(n[r](),i()):o.call(n[0],s,i)}var s=t.apply(this,arguments),n=s.mode,a=s.queue,o=e.effects.effect[s.effect];return e.fx.off||!o?n?this[n](s.duration,s.complete):this.each(function(){s.complete&&s.complete.call(this)}):a===!1?this.each(i):this.queue(a||"fx",i)},show:function(e){return function(s){if(i(s))return e.apply(this,arguments);var n=t.apply(this,arguments);return n.mode="show",this.effect.call(this,n)}}(e.fn.show),hide:function(e){return function(s){if(i(s))return e.apply(this,arguments);var n=t.apply(this,arguments);return n.mode="hide",this.effect.call(this,n)}}(e.fn.hide),toggle:function(e){return function(s){if(i(s)||"boolean"==typeof s)return e.apply(this,arguments);var n=t.apply(this,arguments);return n.mode="toggle",this.effect.call(this,n)}}(e.fn.toggle),cssUnit:function(t){var i=this.css(t),s=[];return e.each(["em","px","%","pt"],function(e,t){i.indexOf(t)>0&&(s=[parseFloat(i),t])}),s}})}(),function(){var t={};e.each(["Quad","Cubic","Quart","Quint","Expo"],function(e,i){t[i]=function(t){return Math.pow(t,e+2)}}),e.extend(t,{Sine:function(e){return 1-Math.cos(e*Math.PI/2)},Circ:function(e){return 1-Math.sqrt(1-e*e)},Elastic:function(e){return 0===e||1===e?e:-Math.pow(2,8*(e-1))*Math.sin((80*(e-1)-7.5)*Math.PI/15)},Back:function(e){return e*e*(3*e-2)},Bounce:function(e){for(var t,i=4;((t=Math.pow(2,--i))-1)/11>e;);return 1/Math.pow(4,3-i)-7.5625*Math.pow((3*t-2)/22-e,2)}}),e.each(t,function(t,i){e.easing["easeIn"+t]=i,e.easing["easeOut"+t]=function(e){return 1-i(1-e)},e.easing["easeInOut"+t]=function(e){return.5>e?i(2*e)/2:1-i(-2*e+2)/2}})}(),e.effects,e.effects.effect.blind=function(t,i){var s,n,a,o=e(this),r=/up|down|vertical/,h=/up|left|vertical|horizontal/,l=["position","top","bottom","left","right","height","width"],u=e.effects.setMode(o,t.mode||"hide"),d=t.direction||"up",c=r.test(d),p=c?"height":"width",f=c?"top":"left",m=h.test(d),g={},v="show"===u;o.parent().is(".ui-effects-wrapper")?e.effects.save(o.parent(),l):e.effects.save(o,l),o.show(),s=e.effects.createWrapper(o).css({overflow:"hidden"}),n=s[p](),a=parseFloat(s.css(f))||0,g[p]=v?n:0,m||(o.css(c?"bottom":"right",0).css(c?"top":"left","auto").css({position:"absolute"}),g[f]=v?a:n+a),v&&(s.css(p,0),m||s.css(f,a+n)),s.animate(g,{duration:t.duration,easing:t.easing,queue:!1,complete:function(){"hide"===u&&o.hide(),e.effects.restore(o,l),e.effects.removeWrapper(o),i()
}})},e.effects.effect.bounce=function(t,i){var s,n,a,o=e(this),r=["position","top","bottom","left","right","height","width"],h=e.effects.setMode(o,t.mode||"effect"),l="hide"===h,u="show"===h,d=t.direction||"up",c=t.distance,p=t.times||5,f=2*p+(u||l?1:0),m=t.duration/f,g=t.easing,v="up"===d||"down"===d?"top":"left",y="up"===d||"left"===d,b=o.queue(),_=b.length;for((u||l)&&r.push("opacity"),e.effects.save(o,r),o.show(),e.effects.createWrapper(o),c||(c=o["top"===v?"outerHeight":"outerWidth"]()/3),u&&(a={opacity:1},a[v]=0,o.css("opacity",0).css(v,y?2*-c:2*c).animate(a,m,g)),l&&(c/=Math.pow(2,p-1)),a={},a[v]=0,s=0;p>s;s++)n={},n[v]=(y?"-=":"+=")+c,o.animate(n,m,g).animate(a,m,g),c=l?2*c:c/2;l&&(n={opacity:0},n[v]=(y?"-=":"+=")+c,o.animate(n,m,g)),o.queue(function(){l&&o.hide(),e.effects.restore(o,r),e.effects.removeWrapper(o),i()}),_>1&&b.splice.apply(b,[1,0].concat(b.splice(_,f+1))),o.dequeue()},e.effects.effect.clip=function(t,i){var s,n,a,o=e(this),r=["position","top","bottom","left","right","height","width"],h=e.effects.setMode(o,t.mode||"hide"),l="show"===h,u=t.direction||"vertical",d="vertical"===u,c=d?"height":"width",p=d?"top":"left",f={};e.effects.save(o,r),o.show(),s=e.effects.createWrapper(o).css({overflow:"hidden"}),n="IMG"===o[0].tagName?s:o,a=n[c](),l&&(n.css(c,0),n.css(p,a/2)),f[c]=l?a:0,f[p]=l?0:a/2,n.animate(f,{queue:!1,duration:t.duration,easing:t.easing,complete:function(){l||o.hide(),e.effects.restore(o,r),e.effects.removeWrapper(o),i()}})},e.effects.effect.drop=function(t,i){var s,n=e(this),a=["position","top","bottom","left","right","opacity","height","width"],o=e.effects.setMode(n,t.mode||"hide"),r="show"===o,h=t.direction||"left",l="up"===h||"down"===h?"top":"left",u="up"===h||"left"===h?"pos":"neg",d={opacity:r?1:0};e.effects.save(n,a),n.show(),e.effects.createWrapper(n),s=t.distance||n["top"===l?"outerHeight":"outerWidth"](!0)/2,r&&n.css("opacity",0).css(l,"pos"===u?-s:s),d[l]=(r?"pos"===u?"+=":"-=":"pos"===u?"-=":"+=")+s,n.animate(d,{queue:!1,duration:t.duration,easing:t.easing,complete:function(){"hide"===o&&n.hide(),e.effects.restore(n,a),e.effects.removeWrapper(n),i()}})},e.effects.effect.explode=function(t,i){function s(){b.push(this),b.length===d*c&&n()}function n(){p.css({visibility:"visible"}),e(b).remove(),m||p.hide(),i()}var a,o,r,h,l,u,d=t.pieces?Math.round(Math.sqrt(t.pieces)):3,c=d,p=e(this),f=e.effects.setMode(p,t.mode||"hide"),m="show"===f,g=p.show().css("visibility","hidden").offset(),v=Math.ceil(p.outerWidth()/c),y=Math.ceil(p.outerHeight()/d),b=[];for(a=0;d>a;a++)for(h=g.top+a*y,u=a-(d-1)/2,o=0;c>o;o++)r=g.left+o*v,l=o-(c-1)/2,p.clone().appendTo("body").wrap("<div></div>").css({position:"absolute",visibility:"visible",left:-o*v,top:-a*y}).parent().addClass("ui-effects-explode").css({position:"absolute",overflow:"hidden",width:v,height:y,left:r+(m?l*v:0),top:h+(m?u*y:0),opacity:m?0:1}).animate({left:r+(m?0:l*v),top:h+(m?0:u*y),opacity:m?1:0},t.duration||500,t.easing,s)},e.effects.effect.fade=function(t,i){var s=e(this),n=e.effects.setMode(s,t.mode||"toggle");s.animate({opacity:n},{queue:!1,duration:t.duration,easing:t.easing,complete:i})},e.effects.effect.fold=function(t,i){var s,n,a=e(this),o=["position","top","bottom","left","right","height","width"],r=e.effects.setMode(a,t.mode||"hide"),h="show"===r,l="hide"===r,u=t.size||15,d=/([0-9]+)%/.exec(u),c=!!t.horizFirst,p=h!==c,f=p?["width","height"]:["height","width"],m=t.duration/2,g={},v={};e.effects.save(a,o),a.show(),s=e.effects.createWrapper(a).css({overflow:"hidden"}),n=p?[s.width(),s.height()]:[s.height(),s.width()],d&&(u=parseInt(d[1],10)/100*n[l?0:1]),h&&s.css(c?{height:0,width:u}:{height:u,width:0}),g[f[0]]=h?n[0]:u,v[f[1]]=h?n[1]:0,s.animate(g,m,t.easing).animate(v,m,t.easing,function(){l&&a.hide(),e.effects.restore(a,o),e.effects.removeWrapper(a),i()})},e.effects.effect.highlight=function(t,i){var s=e(this),n=["backgroundImage","backgroundColor","opacity"],a=e.effects.setMode(s,t.mode||"show"),o={backgroundColor:s.css("backgroundColor")};"hide"===a&&(o.opacity=0),e.effects.save(s,n),s.show().css({backgroundImage:"none",backgroundColor:t.color||"#ffff99"}).animate(o,{queue:!1,duration:t.duration,easing:t.easing,complete:function(){"hide"===a&&s.hide(),e.effects.restore(s,n),i()}})},e.effects.effect.size=function(t,i){var s,n,a,o=e(this),r=["position","top","bottom","left","right","width","height","overflow","opacity"],h=["position","top","bottom","left","right","overflow","opacity"],l=["width","height","overflow"],u=["fontSize"],d=["borderTopWidth","borderBottomWidth","paddingTop","paddingBottom"],c=["borderLeftWidth","borderRightWidth","paddingLeft","paddingRight"],p=e.effects.setMode(o,t.mode||"effect"),f=t.restore||"effect"!==p,m=t.scale||"both",g=t.origin||["middle","center"],v=o.css("position"),y=f?r:h,b={height:0,width:0,outerHeight:0,outerWidth:0};"show"===p&&o.show(),s={height:o.height(),width:o.width(),outerHeight:o.outerHeight(),outerWidth:o.outerWidth()},"toggle"===t.mode&&"show"===p?(o.from=t.to||b,o.to=t.from||s):(o.from=t.from||("show"===p?b:s),o.to=t.to||("hide"===p?b:s)),a={from:{y:o.from.height/s.height,x:o.from.width/s.width},to:{y:o.to.height/s.height,x:o.to.width/s.width}},("box"===m||"both"===m)&&(a.from.y!==a.to.y&&(y=y.concat(d),o.from=e.effects.setTransition(o,d,a.from.y,o.from),o.to=e.effects.setTransition(o,d,a.to.y,o.to)),a.from.x!==a.to.x&&(y=y.concat(c),o.from=e.effects.setTransition(o,c,a.from.x,o.from),o.to=e.effects.setTransition(o,c,a.to.x,o.to))),("content"===m||"both"===m)&&a.from.y!==a.to.y&&(y=y.concat(u).concat(l),o.from=e.effects.setTransition(o,u,a.from.y,o.from),o.to=e.effects.setTransition(o,u,a.to.y,o.to)),e.effects.save(o,y),o.show(),e.effects.createWrapper(o),o.css("overflow","hidden").css(o.from),g&&(n=e.effects.getBaseline(g,s),o.from.top=(s.outerHeight-o.outerHeight())*n.y,o.from.left=(s.outerWidth-o.outerWidth())*n.x,o.to.top=(s.outerHeight-o.to.outerHeight)*n.y,o.to.left=(s.outerWidth-o.to.outerWidth)*n.x),o.css(o.from),("content"===m||"both"===m)&&(d=d.concat(["marginTop","marginBottom"]).concat(u),c=c.concat(["marginLeft","marginRight"]),l=r.concat(d).concat(c),o.find("*[width]").each(function(){var i=e(this),s={height:i.height(),width:i.width(),outerHeight:i.outerHeight(),outerWidth:i.outerWidth()};f&&e.effects.save(i,l),i.from={height:s.height*a.from.y,width:s.width*a.from.x,outerHeight:s.outerHeight*a.from.y,outerWidth:s.outerWidth*a.from.x},i.to={height:s.height*a.to.y,width:s.width*a.to.x,outerHeight:s.height*a.to.y,outerWidth:s.width*a.to.x},a.from.y!==a.to.y&&(i.from=e.effects.setTransition(i,d,a.from.y,i.from),i.to=e.effects.setTransition(i,d,a.to.y,i.to)),a.from.x!==a.to.x&&(i.from=e.effects.setTransition(i,c,a.from.x,i.from),i.to=e.effects.setTransition(i,c,a.to.x,i.to)),i.css(i.from),i.animate(i.to,t.duration,t.easing,function(){f&&e.effects.restore(i,l)})})),o.animate(o.to,{queue:!1,duration:t.duration,easing:t.easing,complete:function(){0===o.to.opacity&&o.css("opacity",o.from.opacity),"hide"===p&&o.hide(),e.effects.restore(o,y),f||("static"===v?o.css({position:"relative",top:o.to.top,left:o.to.left}):e.each(["top","left"],function(e,t){o.css(t,function(t,i){var s=parseInt(i,10),n=e?o.to.left:o.to.top;return"auto"===i?n+"px":s+n+"px"})})),e.effects.removeWrapper(o),i()}})},e.effects.effect.scale=function(t,i){var s=e(this),n=e.extend(!0,{},t),a=e.effects.setMode(s,t.mode||"effect"),o=parseInt(t.percent,10)||(0===parseInt(t.percent,10)?0:"hide"===a?0:100),r=t.direction||"both",h=t.origin,l={height:s.height(),width:s.width(),outerHeight:s.outerHeight(),outerWidth:s.outerWidth()},u={y:"horizontal"!==r?o/100:1,x:"vertical"!==r?o/100:1};n.effect="size",n.queue=!1,n.complete=i,"effect"!==a&&(n.origin=h||["middle","center"],n.restore=!0),n.from=t.from||("show"===a?{height:0,width:0,outerHeight:0,outerWidth:0}:l),n.to={height:l.height*u.y,width:l.width*u.x,outerHeight:l.outerHeight*u.y,outerWidth:l.outerWidth*u.x},n.fade&&("show"===a&&(n.from.opacity=0,n.to.opacity=1),"hide"===a&&(n.from.opacity=1,n.to.opacity=0)),s.effect(n)},e.effects.effect.puff=function(t,i){var s=e(this),n=e.effects.setMode(s,t.mode||"hide"),a="hide"===n,o=parseInt(t.percent,10)||150,r=o/100,h={height:s.height(),width:s.width(),outerHeight:s.outerHeight(),outerWidth:s.outerWidth()};e.extend(t,{effect:"scale",queue:!1,fade:!0,mode:n,complete:i,percent:a?o:100,from:a?h:{height:h.height*r,width:h.width*r,outerHeight:h.outerHeight*r,outerWidth:h.outerWidth*r}}),s.effect(t)},e.effects.effect.pulsate=function(t,i){var s,n=e(this),a=e.effects.setMode(n,t.mode||"show"),o="show"===a,r="hide"===a,h=o||"hide"===a,l=2*(t.times||5)+(h?1:0),u=t.duration/l,d=0,c=n.queue(),p=c.length;for((o||!n.is(":visible"))&&(n.css("opacity",0).show(),d=1),s=1;l>s;s++)n.animate({opacity:d},u,t.easing),d=1-d;n.animate({opacity:d},u,t.easing),n.queue(function(){r&&n.hide(),i()}),p>1&&c.splice.apply(c,[1,0].concat(c.splice(p,l+1))),n.dequeue()},e.effects.effect.shake=function(t,i){var s,n=e(this),a=["position","top","bottom","left","right","height","width"],o=e.effects.setMode(n,t.mode||"effect"),r=t.direction||"left",h=t.distance||20,l=t.times||3,u=2*l+1,d=Math.round(t.duration/u),c="up"===r||"down"===r?"top":"left",p="up"===r||"left"===r,f={},m={},g={},v=n.queue(),y=v.length;for(e.effects.save(n,a),n.show(),e.effects.createWrapper(n),f[c]=(p?"-=":"+=")+h,m[c]=(p?"+=":"-=")+2*h,g[c]=(p?"-=":"+=")+2*h,n.animate(f,d,t.easing),s=1;l>s;s++)n.animate(m,d,t.easing).animate(g,d,t.easing);n.animate(m,d,t.easing).animate(f,d/2,t.easing).queue(function(){"hide"===o&&n.hide(),e.effects.restore(n,a),e.effects.removeWrapper(n),i()}),y>1&&v.splice.apply(v,[1,0].concat(v.splice(y,u+1))),n.dequeue()},e.effects.effect.slide=function(t,i){var s,n=e(this),a=["position","top","bottom","left","right","width","height"],o=e.effects.setMode(n,t.mode||"show"),r="show"===o,h=t.direction||"left",l="up"===h||"down"===h?"top":"left",u="up"===h||"left"===h,d={};e.effects.save(n,a),n.show(),s=t.distance||n["top"===l?"outerHeight":"outerWidth"](!0),e.effects.createWrapper(n).css({overflow:"hidden"}),r&&n.css(l,u?isNaN(s)?"-"+s:-s:s),d[l]=(r?u?"+=":"-=":u?"-=":"+=")+s,n.animate(d,{queue:!1,duration:t.duration,easing:t.easing,complete:function(){"hide"===o&&n.hide(),e.effects.restore(n,a),e.effects.removeWrapper(n),i()}})},e.effects.effect.transfer=function(t,i){var s=e(this),n=e(t.to),a="fixed"===n.css("position"),o=e("body"),r=a?o.scrollTop():0,h=a?o.scrollLeft():0,l=n.offset(),u={top:l.top-r,left:l.left-h,height:n.innerHeight(),width:n.innerWidth()},d=s.offset(),c=e("<div class='ui-effects-transfer'></div>").appendTo(document.body).addClass(t.className).css({top:d.top-r,left:d.left-h,height:s.innerHeight(),width:s.innerWidth(),position:a?"fixed":"absolute"}).animate(u,t.duration,t.easing,function(){c.remove(),i()})}});"></script> <link href="data:text/css,%0A%0A%2Etocify%20%7B%0Awidth%3A%2020%25%3B%0Amax%2Dheight%3A%2090%25%3B%0Aoverflow%3A%20auto%3B%0Amargin%2Dleft%3A%202%25%3B%0Aposition%3A%20fixed%3B%0Aborder%3A%201px%20solid%20%23ccc%3B%0Aborder%2Dradius%3A%206px%3B%0A%7D%0A%0A%2Etocify%20ul%2C%20%2Etocify%20li%20%7B%0Alist%2Dstyle%3A%20none%3B%0Amargin%3A%200%3B%0Apadding%3A%200%3B%0Aborder%3A%20none%3B%0Aline%2Dheight%3A%2030px%3B%0A%7D%0A%0A%2Etocify%2Dheader%20%7B%0Atext%2Dindent%3A%2010px%3B%0A%7D%0A%0A%2Etocify%2Dsubheader%20%7B%0Atext%2Dindent%3A%2020px%3B%0Adisplay%3A%20none%3B%0A%7D%0A%0A%2Etocify%2Dsubheader%20li%20%7B%0Afont%2Dsize%3A%2012px%3B%0A%7D%0A%0A%2Etocify%2Dsubheader%20%2Etocify%2Dsubheader%20%7B%0Atext%2Dindent%3A%2030px%3B%0A%7D%0A%2Etocify%2Dsubheader%20%2Etocify%2Dsubheader%20%2Etocify%2Dsubheader%20%7B%0Atext%2Dindent%3A%2040px%3B%0A%7D%0A%2Etocify%2Dsubheader%20%2Etocify%2Dsubheader%20%2Etocify%2Dsubheader%20%2Etocify%2Dsubheader%20%7B%0Atext%2Dindent%3A%2050px%3B%0A%7D%0A%2Etocify%2Dsubheader%20%2Etocify%2Dsubheader%20%2Etocify%2Dsubheader%20%2Etocify%2Dsubheader%20%2Etocify%2Dsubheader%20%7B%0Atext%2Dindent%3A%2060px%3B%0A%7D%0A%0A%2Etocify%20%2Etocify%2Ditem%20%3E%20a%2C%20%2Etocify%20%2Enav%2Dlist%20%2Enav%2Dheader%20%7B%0Amargin%3A%200px%3B%0A%7D%0A%0A%2Etocify%20%2Etocify%2Ditem%20a%2C%20%2Etocify%20%2Elist%2Dgroup%2Ditem%20%7B%0Apadding%3A%205px%3B%0A%7D%0A%2Etocify%20%2Enav%2Dpills%20%3E%20li%20%7B%0Afloat%3A%20none%3B%0A%7D%0A%0A%0A" rel="stylesheet" /> <script src="data:application/javascript;base64,/* jquery Tocify - v1.9.1 - 2013-10-22
 * http://www.gregfranko.com/jquery.tocify.js/
 * Copyright (c) 2013 Greg Franko; Licensed MIT */

// Immediately-Invoked Function Expression (IIFE) [Ben Alman Blog Post](http://benalman.com/news/2010/11/immediately-invoked-function-expression/) that calls another IIFE that contains all of the plugin logic.  I used this pattern so that anyone viewing this code would not have to scroll to the bottom of the page to view the local parameters that were passed to the main IIFE.
(function(tocify) {

    // ECMAScript 5 Strict Mode: [John Resig Blog Post](http://ejohn.org/blog/ecmascript-5-strict-mode-json-and-more/)
    "use strict";

    // Calls the second IIFE and locally passes in the global jQuery, window, and document objects
    tocify(window.jQuery, window, document);

  }

  // Locally passes in `jQuery`, the `window` object, the `document` object, and an `undefined` variable.  The `jQuery`, `window` and `document` objects are passed in locally, to improve performance, since javascript first searches for a variable match within the local variables set before searching the global variables set.  All of the global variables are also passed in locally to be minifier friendly. `undefined` can be passed in locally, because it is not a reserved word in JavaScript.
  (function($, window, document, undefined) {

    // ECMAScript 5 Strict Mode: [John Resig Blog Post](http://ejohn.org/blog/ecmascript-5-strict-mode-json-and-more/)
    "use strict";

    var tocClassName = "tocify",
      tocClass = "." + tocClassName,
      tocFocusClassName = "tocify-focus",
      tocHoverClassName = "tocify-hover",
      hideTocClassName = "tocify-hide",
      hideTocClass = "." + hideTocClassName,
      headerClassName = "tocify-header",
      headerClass = "." + headerClassName,
      subheaderClassName = "tocify-subheader",
      subheaderClass = "." + subheaderClassName,
      itemClassName = "tocify-item",
      itemClass = "." + itemClassName,
      extendPageClassName = "tocify-extend-page",
      extendPageClass = "." + extendPageClassName;

    // Calling the jQueryUI Widget Factory Method
    $.widget("toc.tocify", {

      //Plugin version
      version: "1.9.1",

      // These options will be used as defaults
      options: {

        // **context**: Accepts String: Any jQuery selector
        // The container element that holds all of the elements used to generate the table of contents
        context: "body",

        // **ignoreSelector**: Accepts String: Any jQuery selector
        // A selector to any element that would be matched by selectors that you wish to be ignored
        ignoreSelector: null,

        // **selectors**: Accepts an Array of Strings: Any jQuery selectors
        // The element's used to generate the table of contents.  The order is very important since it will determine the table of content's nesting structure
        selectors: "h1, h2, h3",

        // **showAndHide**: Accepts a boolean: true or false
        // Used to determine if elements should be shown and hidden
        showAndHide: true,

        // **showEffect**: Accepts String: "none", "fadeIn", "show", or "slideDown"
        // Used to display any of the table of contents nested items
        showEffect: "slideDown",

        // **showEffectSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
        // The time duration of the show animation
        showEffectSpeed: "medium",

        // **hideEffect**: Accepts String: "none", "fadeOut", "hide", or "slideUp"
        // Used to hide any of the table of contents nested items
        hideEffect: "slideUp",

        // **hideEffectSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
        // The time duration of the hide animation
        hideEffectSpeed: "medium",

        // **smoothScroll**: Accepts a boolean: true or false
        // Determines if a jQuery animation should be used to scroll to specific table of contents items on the page
        smoothScroll: true,

        // **smoothScrollSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
        // The time duration of the smoothScroll animation
        smoothScrollSpeed: "medium",

        // **scrollTo**: Accepts Number (pixels)
        // The amount of space between the top of page and the selected table of contents item after the page has been scrolled
        scrollTo: 0,

        // **showAndHideOnScroll**: Accepts a boolean: true or false
        // Determines if table of contents nested items should be shown and hidden while scrolling
        showAndHideOnScroll: true,

        // **highlightOnScroll**: Accepts a boolean: true or false
        // Determines if table of contents nested items should be highlighted (set to a different color) while scrolling
        highlightOnScroll: true,

        // **highlightOffset**: Accepts a number
        // The offset distance in pixels to trigger the next active table of contents item
        highlightOffset: 40,

        // **theme**: Accepts a string: "bootstrap", "jqueryui", or "none"
        // Determines if Twitter Bootstrap, jQueryUI, or Tocify classes should be added to the table of contents
        theme: "bootstrap",

        // **extendPage**: Accepts a boolean: true or false
        // If a user scrolls to the bottom of the page and the page is not tall enough to scroll to the last table of contents item, then the page height is increased
        extendPage: true,

        // **extendPageOffset**: Accepts a number: pixels
        // How close to the bottom of the page a user must scroll before the page is extended
        extendPageOffset: 100,

        // **history**: Accepts a boolean: true or false
        // Adds a hash to the page url to maintain history
        history: true,

        // **scrollHistory**: Accepts a boolean: true or false
        // Adds a hash to the page url, to maintain history, when scrolling to a TOC item
        scrollHistory: false,

        // **hashGenerator**: How the hash value (the anchor segment of the URL, following the
        // # character) will be generated.
        //
        // "compact" (default) - #CompressesEverythingTogether
        // "pretty" - #looks-like-a-nice-url-and-is-easily-readable
        // function(text, element){} - Your own hash generation function that accepts the text as an
        // argument, and returns the hash value.
        hashGenerator: "compact",

        // **highlightDefault**: Accepts a boolean: true or false
        // Set's the first TOC item as active if no other TOC item is active.
        highlightDefault: true

      },

      // _Create
      // -------
      //      Constructs the plugin.  Only called once.
      _create: function() {

        var self = this;

        self.extendPageScroll = true;

        // Internal array that keeps track of all TOC items (Helps to recognize if there are duplicate TOC item strings)
        self.items = [];

        // Generates the HTML for the dynamic table of contents
        self._generateToc();

        // Adds CSS classes to the newly generated table of contents HTML
        self._addCSSClasses();

        self.webkit = (function() {

          for (var prop in window) {

            if (prop) {

              if (prop.toLowerCase().indexOf("webkit") !== -1) {

                return true;

              }

            }

          }

          return false;

        }());

        // Adds jQuery event handlers to the newly generated table of contents
        self._setEventHandlers();

        // Binding to the Window load event to make sure the correct scrollTop is calculated
        $(window).on("load", function() {

          // Sets the active TOC item
          self._setActiveElement(true);

          // Once all animations on the page are complete, this callback function will be called
          $("html, body").promise().done(function() {

            setTimeout(function() {

              self.extendPageScroll = false;

            }, 0);

          });

        });

      },

      // _generateToc
      // ------------
      //      Generates the HTML for the dynamic table of contents
      _generateToc: function() {

        // _Local variables_

        // Stores the plugin context in the self variable
        var self = this,

          // All of the HTML tags found within the context provided (i.e. body) that match the top level jQuery selector above
          firstElem,

          // Instantiated variable that will store the top level newly created unordered list DOM element
          ul,
          ignoreSelector = self.options.ignoreSelector;


        // Determine the element to start the toc with
        // get all the top level selectors
        firstElem = [];
        var selectors = this.options.selectors.replace(/ /g, "").split(",");
        // find the first set that have at least one non-ignored element
        for(var i = 0; i < selectors.length; i++) {
          var foundSelectors = $(this.options.context).find(selectors[i]);
          for (var s = 0; s < foundSelectors.length; s++) {
            if (!$(foundSelectors[s]).is(ignoreSelector)) {
              firstElem = foundSelectors;
              break;
            }
          }
          if (firstElem.length> 0)
            break;
        }

        if (!firstElem.length) {

          self.element.addClass(hideTocClassName);

          return;

        }

        self.element.addClass(tocClassName);

        // Loops through each top level selector
        firstElem.each(function(index) {

          //If the element matches the ignoreSelector then we skip it
          if ($(this).is(ignoreSelector)) {
            return;
          }

          // Creates an unordered list HTML element and adds a dynamic ID and standard class name
          ul = $("<ul/>", {
            "id": headerClassName + index,
            "class": headerClassName
          }).

          // Appends a top level list item HTML element to the previously created HTML header
          append(self._nestElements($(this), index));

          // Add the created unordered list element to the HTML element calling the plugin
          self.element.append(ul);

          // Finds all of the HTML tags between the header and subheader elements
          $(this).nextUntil(this.nodeName.toLowerCase()).each(function() {

            // If there are no nested subheader elemements
            if ($(this).find(self.options.selectors).length === 0) {

              // Loops through all of the subheader elements
              $(this).filter(self.options.selectors).each(function() {

                //If the element matches the ignoreSelector then we skip it
                if ($(this).is(ignoreSelector)) {
                  return;
                }

                self._appendSubheaders.call(this, self, ul);

              });

            }

            // If there are nested subheader elements
            else {

              // Loops through all of the subheader elements
              $(this).find(self.options.selectors).each(function() {

                //If the element matches the ignoreSelector then we skip it
                if ($(this).is(ignoreSelector)) {
                  return;
                }

                self._appendSubheaders.call(this, self, ul);

              });

            }

          });

        });

      },

      _setActiveElement: function(pageload) {

        var self = this,

          hash = window.location.hash.substring(1),

          elem = self.element.find('li[data-unique="' + hash + '"]');

        if (hash.length) {

          // Removes highlighting from all of the list item's
          self.element.find("." + self.focusClass).removeClass(self.focusClass);

          // Highlights the current list item that was clicked
          elem.addClass(self.focusClass);

          // Triggers the click event on the currently focused TOC item
          elem.click();

        } else {

          // Removes highlighting from all of the list item's
          self.element.find("." + self.focusClass).removeClass(self.focusClass);

          if (!hash.length && pageload && self.options.highlightDefault) {

            // Highlights the first TOC item if no other items are highlighted
            self.element.find(itemClass).first().addClass(self.focusClass);

          }

        }

        return self;

      },

      // _nestElements
      // -------------
      //      Helps create the table of contents list by appending nested list items
      _nestElements: function(self, index) {

        var arr, item, hashValue;

        arr = $.grep(this.items, function(item) {

          return item === self.text();

        });

        // If there is already a duplicate TOC item
        if (arr.length) {

          // Adds the current TOC item text and index (for slight randomization) to the internal array
          this.items.push(self.text() + index);

        }

        // If there not a duplicate TOC item
        else {

          // Adds the current TOC item text to the internal array
          this.items.push(self.text());

        }

        hashValue = this._generateHashValue(arr, self, index);

        // Appends a list item HTML element to the last unordered list HTML element found within the HTML element calling the plugin
        item = $("<li/>", {

          // Sets a common class name to the list item
          "class": itemClassName,

          "data-unique": hashValue

        });

        if (this.options.theme !== "bootstrap3") {

          item.append($("<a/>", {

            "html": self.html()

          }));

        } else {

          item.html(self.html());

        }

        // Adds an HTML anchor tag before the currently traversed HTML element
        self.before($("<div/>", {

          // Sets a name attribute on the anchor tag to the text of the currently traversed HTML element (also making sure that all whitespace is replaced with an underscore)
          "name": hashValue,

          "data-unique": hashValue

        }));

        return item;

      },

      // _generateHashValue
      // ------------------
      //      Generates the hash value that will be used to refer to each item.
      _generateHashValue: function(arr, self, index) {

        var hashValue = "",
          hashGeneratorOption = this.options.hashGenerator;

        if (hashGeneratorOption === "pretty") {

          // prettify the text
          hashValue = self.text().toLowerCase().replace(/\s/g, "-");

          // fix double hyphens
          while (hashValue.indexOf("--") > -1) {
            hashValue = hashValue.replace(/--/g, "-");
          }

          // fix colon-space instances
          while (hashValue.indexOf(":-") > -1) {
            hashValue = hashValue.replace(/:-/g, "-");
          }

        } else if (typeof hashGeneratorOption === "function") {

          // call the function
          hashValue = hashGeneratorOption(self.text(), self);

        } else {

          // compact - the default
          hashValue = self.text().replace(/\s/g, "");

        }

        // add the index if we need to
        if (arr.length) {
          hashValue += "" + index;
        }

        // return the value
        return hashValue;

      },

      // _appendElements
      // ---------------
      //      Helps create the table of contents list by appending subheader elements

      _appendSubheaders: function(self, ul) {

        // The current element index
        var index = $(this).index(self.options.selectors),

          // Finds the previous header DOM element
          previousHeader = $(self.options.selectors).eq(index - 1),

          currentTagName = +$(this).prop("tagName").charAt(1),

          previousTagName = +previousHeader.prop("tagName").charAt(1),

          lastSubheader;

        // If the current header DOM element is smaller than the previous header DOM element or the first subheader
        if (currentTagName < previousTagName) {

          // Selects the last unordered list HTML found within the HTML element calling the plugin
          self.element.find(subheaderClass + "[data-tag=" + currentTagName + "]").last().append(self._nestElements($(this), index));

        }

        // If the current header DOM element is the same type of header(eg. h4) as the previous header DOM element
        else if (currentTagName === previousTagName) {

          ul.find(itemClass).last().after(self._nestElements($(this), index));

        } else {

          // Selects the last unordered list HTML found within the HTML element calling the plugin
          ul.find(itemClass).last().

          // Appends an unorderedList HTML element to the dynamic `unorderedList` variable and sets a common class name
          after($("<ul/>", {

            "class": subheaderClassName,

            "data-tag": currentTagName

          })).next(subheaderClass).

          // Appends a list item HTML element to the last unordered list HTML element found within the HTML element calling the plugin
          append(self._nestElements($(this), index));
        }

      },

      // _setEventHandlers
      // ----------------
      //      Adds jQuery event handlers to the newly generated table of contents
      _setEventHandlers: function() {

        // _Local variables_

        // Stores the plugin context in the self variable
        var self = this,

          // Instantiates a new variable that will be used to hold a specific element's context
          $self,

          // Instantiates a new variable that will be used to determine the smoothScroll animation time duration
          duration;

        // Event delegation that looks for any clicks on list item elements inside of the HTML element calling the plugin
        this.element.on("click.tocify", "li", function(event) {

          if (self.options.history) {

            window.location.hash = $(this).attr("data-unique");

          }

          // Removes highlighting from all of the list item's
          self.element.find("." + self.focusClass).removeClass(self.focusClass);

          // Highlights the current list item that was clicked
          $(this).addClass(self.focusClass);

          // If the showAndHide option is true
          if (self.options.showAndHide) {

            var elem = $('li[data-unique="' + $(this).attr("data-unique") + '"]');

            self._triggerShow(elem);

          }

          self._scrollTo($(this));

        });

        // Mouseenter and Mouseleave event handlers for the list item's within the HTML element calling the plugin
        this.element.find("li").on({

          // Mouseenter event handler
          "mouseenter.tocify": function() {

            // Adds a hover CSS class to the current list item
            $(this).addClass(self.hoverClass);

            // Makes sure the cursor is set to the pointer icon
            $(this).css("cursor", "pointer");

          },

          // Mouseleave event handler
          "mouseleave.tocify": function() {

            if (self.options.theme !== "bootstrap") {

              // Removes the hover CSS class from the current list item
              $(this).removeClass(self.hoverClass);

            }

          }
        });

        // only attach handler if needed (expensive in IE)
        if (self.options.extendPage || self.options.highlightOnScroll || self.options.scrollHistory || self.options.showAndHideOnScroll) {
          // Window scroll event handler
          $(window).on("scroll.tocify", function() {

            // Once all animations on the page are complete, this callback function will be called
            $("html, body").promise().done(function() {

              // Local variables

              // Stores how far the user has scrolled
              var winScrollTop = $(window).scrollTop(),

                // Stores the height of the window
                winHeight = $(window).height(),

                // Stores the height of the document
                docHeight = $(document).height(),

                scrollHeight = $("body")[0].scrollHeight,

                // Instantiates a variable that will be used to hold a selected HTML element
                elem,

                lastElem,

                lastElemOffset,

                currentElem;

              if (self.options.extendPage) {

                // If the user has scrolled to the bottom of the page and the last toc item is not focused
                if ((self.webkit && winScrollTop >= scrollHeight - winHeight - self.options.extendPageOffset) || (!self.webkit && winHeight + winScrollTop > docHeight - self.options.extendPageOffset)) {

                  if (!$(extendPageClass).length) {

                    lastElem = $('div[data-unique="' + $(itemClass).last().attr("data-unique") + '"]');

                    if (!lastElem.length) return;

                    // Gets the top offset of the page header that is linked to the last toc item
                    lastElemOffset = lastElem.offset().top;

                    // Appends a div to the bottom of the page and sets the height to the difference of the window scrollTop and the last element's position top offset
                    $(self.options.context).append($("<div/>", {

                      "class": extendPageClassName,

                      "height": Math.abs(lastElemOffset - winScrollTop) + "px",

                      "data-unique": extendPageClassName

                    }));

                    if (self.extendPageScroll) {

                      currentElem = self.element.find('li.' + self.focusClass);

                      self._scrollTo($('div[data-unique="' + currentElem.attr("data-unique") + '"]'));

                    }

                  }

                }

              }

              // The zero timeout ensures the following code is run after the scroll events
              setTimeout(function() {

                // _Local variables_

                // Stores the distance to the closest anchor
                var closestAnchorDistance = null,

                  // Stores the index of the closest anchor
                  closestAnchorIdx = null,

                  // Keeps a reference to all anchors
                  anchors = $(self.options.context).find("div[data-unique]"),

                  anchorText;

                // Determines the index of the closest anchor
                anchors.each(function(idx) {
                  var distance = Math.abs(($(this).next().length ? $(this).next() : $(this)).offset().top - winScrollTop - self.options.highlightOffset);
                  if (closestAnchorDistance == null || distance < closestAnchorDistance) {
                    closestAnchorDistance = distance;
                    closestAnchorIdx = idx;
                  } else {
                    return false;
                  }
                });

                anchorText = $(anchors[closestAnchorIdx]).attr("data-unique");

                // Stores the list item HTML element that corresponds to the currently traversed anchor tag
                elem = $('li[data-unique="' + anchorText + '"]');

                // If the `highlightOnScroll` option is true and a next element is found
                if (self.options.highlightOnScroll && elem.length) {

                  // Removes highlighting from all of the list item's
                  self.element.find("." + self.focusClass).removeClass(self.focusClass);

                  // Highlights the corresponding list item
                  elem.addClass(self.focusClass);

                }

                if (self.options.scrollHistory) {

                  if (window.location.hash !== "#" + anchorText) {

                    window.location.replace("#" + anchorText);

                  }
                }

                // If the `showAndHideOnScroll` option is true
                if (self.options.showAndHideOnScroll && self.options.showAndHide) {

                  self._triggerShow(elem, true);

                }

              }, 0);

            });

          });
        }

      },

      // Show
      // ----
      //      Opens the current sub-header
      show: function(elem, scroll) {

        // Stores the plugin context in the `self` variable
        var self = this,
          element = elem;

        // If the sub-header is not already visible
        if (!elem.is(":visible")) {

          // If the current element does not have any nested subheaders, is not a header, and its parent is not visible
          if (!elem.find(subheaderClass).length && !elem.parent().is(headerClass) && !elem.parent().is(":visible")) {

            // Sets the current element to all of the subheaders within the current header
            elem = elem.parents(subheaderClass).add(elem);

          }

          // If the current element does not have any nested subheaders and is not a header
          else if (!elem.children(subheaderClass).length && !elem.parent().is(headerClass)) {

            // Sets the current element to the closest subheader
            elem = elem.closest(subheaderClass);

          }

          //Determines what jQuery effect to use
          switch (self.options.showEffect) {

            //Uses `no effect`
            case "none":

              elem.show();

              break;

              //Uses the jQuery `show` special effect
            case "show":

              elem.show(self.options.showEffectSpeed);

              break;

              //Uses the jQuery `slideDown` special effect
            case "slideDown":

              elem.slideDown(self.options.showEffectSpeed);

              break;

              //Uses the jQuery `fadeIn` special effect
            case "fadeIn":

              elem.fadeIn(self.options.showEffectSpeed);

              break;

              //If none of the above options were passed, then a `jQueryUI show effect` is expected
            default:

              elem.show();

              break;

          }

        }

        // If the current subheader parent element is a header
        if (elem.parent().is(headerClass)) {

          // Hides all non-active sub-headers
          self.hide($(subheaderClass).not(elem));

        }

        // If the current subheader parent element is not a header
        else {

          // Hides all non-active sub-headers
          self.hide($(subheaderClass).not(elem.closest(headerClass).find(subheaderClass).not(elem.siblings())));

        }

        // Maintains chainablity
        return self;

      },

      // Hide
      // ----
      //      Closes the current sub-header
      hide: function(elem) {

        // Stores the plugin context in the `self` variable
        var self = this;

        //Determines what jQuery effect to use
        switch (self.options.hideEffect) {

          // Uses `no effect`
          case "none":

            elem.hide();

            break;

            // Uses the jQuery `hide` special effect
          case "hide":

            elem.hide(self.options.hideEffectSpeed);

            break;

            // Uses the jQuery `slideUp` special effect
          case "slideUp":

            elem.slideUp(self.options.hideEffectSpeed);

            break;

            // Uses the jQuery `fadeOut` special effect
          case "fadeOut":

            elem.fadeOut(self.options.hideEffectSpeed);

            break;

            // If none of the above options were passed, then a `jqueryUI hide effect` is expected
          default:

            elem.hide();

            break;

        }

        // Maintains chainablity
        return self;
      },

      // _triggerShow
      // ------------
      //      Determines what elements get shown on scroll and click
      _triggerShow: function(elem, scroll) {

        var self = this;

        // If the current element's parent is a header element or the next element is a nested subheader element
        if (elem.parent().is(headerClass) || elem.next().is(subheaderClass)) {

          // Shows the next sub-header element
          self.show(elem.next(subheaderClass), scroll);

        }

        // If the current element's parent is a subheader element
        else if (elem.parent().is(subheaderClass)) {

          // Shows the parent sub-header element
          self.show(elem.parent(), scroll);

        }

        // Maintains chainability
        return self;

      },

      // _addCSSClasses
      // --------------
      //      Adds CSS classes to the newly generated table of contents HTML
      _addCSSClasses: function() {

        // If the user wants a jqueryUI theme
        if (this.options.theme === "jqueryui") {

          this.focusClass = "ui-state-default";

          this.hoverClass = "ui-state-hover";

          //Adds the default styling to the dropdown list
          this.element.addClass("ui-widget").find(".toc-title").addClass("ui-widget-header").end().find("li").addClass("ui-widget-content");

        }

        // If the user wants a twitterBootstrap theme
        else if (this.options.theme === "bootstrap") {

          this.element.find(headerClass + "," + subheaderClass).addClass("nav nav-list");

          this.focusClass = "active";

        }

        // If the user wants a twitterBootstrap theme
        else if (this.options.theme === "bootstrap3") {

          this.element.find(headerClass + "," + subheaderClass).addClass("list-group");

          this.element.find(itemClass).addClass("list-group-item");

          this.focusClass = "active";

        }

        // If a user does not want a prebuilt theme
        else {

          // Adds more neutral classes (instead of jqueryui)

          this.focusClass = tocFocusClassName;

          this.hoverClass = tocHoverClassName;

        }

        //Maintains chainability
        return this;

      },

      // setOption
      // ---------
      //      Sets a single Tocify option after the plugin is invoked
      setOption: function() {

        // Calls the jQueryUI Widget Factory setOption method
        $.Widget.prototype._setOption.apply(this, arguments);

      },

      // setOptions
      // ----------
      //      Sets a single or multiple Tocify options after the plugin is invoked
      setOptions: function() {

        // Calls the jQueryUI Widget Factory setOptions method
        $.Widget.prototype._setOptions.apply(this, arguments);

      },

      // _scrollTo
      // ---------
      //      Scrolls to a specific element
      _scrollTo: function(elem) {

        var self = this,
          duration = self.options.smoothScroll || 0,
          scrollTo = self.options.scrollTo,
          currentDiv = $('div[data-unique="' + elem.attr("data-unique") + '"]');

        if (!currentDiv.length) {

          return self;

        }

        // Once all animations on the page are complete, this callback function will be called
        $("html, body").promise().done(function() {

          // Animates the html and body element scrolltops
          $("html, body").animate({

            // Sets the jQuery `scrollTop` to the top offset of the HTML div tag that matches the current list item's `data-unique` tag
            "scrollTop": currentDiv.offset().top - ($.isFunction(scrollTo) ? scrollTo.call() : scrollTo) + "px"

          }, {

            // Sets the smoothScroll animation time duration to the smoothScrollSpeed option
            "duration": duration

          });

        });

        // Maintains chainability
        return self;

      }

    });

  })); //end of plugin
"></script> <script src="data:application/javascript;base64,CgovKioKICogalF1ZXJ5IFBsdWdpbjogU3RpY2t5IFRhYnMKICoKICogQGF1dGhvciBBaWRhbiBMaXN0ZXIgPGFpZGFuQHBocC5uZXQ+CiAqIGFkYXB0ZWQgYnkgUnViZW4gQXJzbGFuIHRvIGFjdGl2YXRlIHBhcmVudCB0YWJzIHRvbwogKiBodHRwOi8vd3d3LmFpZGFubGlzdGVyLmNvbS8yMDE0LzAzL3BlcnNpc3RpbmctdGhlLXRhYi1zdGF0ZS1pbi1ib290c3RyYXAvCiAqLwooZnVuY3Rpb24oJCkgewogICJ1c2Ugc3RyaWN0IjsKICAkLmZuLnJtYXJrZG93blN0aWNreVRhYnMgPSBmdW5jdGlvbigpIHsKICAgIHZhciBjb250ZXh0ID0gdGhpczsKICAgIC8vIFNob3cgdGhlIHRhYiBjb3JyZXNwb25kaW5nIHdpdGggdGhlIGhhc2ggaW4gdGhlIFVSTCwgb3IgdGhlIGZpcnN0IHRhYgogICAgdmFyIHNob3dTdHVmZkZyb21IYXNoID0gZnVuY3Rpb24oKSB7CiAgICAgIHZhciBoYXNoID0gd2luZG93LmxvY2F0aW9uLmhhc2g7CiAgICAgIHZhciBzZWxlY3RvciA9IGhhc2ggPyAnYVtocmVmPSInICsgaGFzaCArICciXScgOiAnbGkuYWN0aXZlID4gYSc7CiAgICAgIHZhciAkc2VsZWN0b3IgPSAkKHNlbGVjdG9yLCBjb250ZXh0KTsKICAgICAgaWYoJHNlbGVjdG9yLmRhdGEoJ3RvZ2dsZScpID09PSAidGFiIikgewogICAgICAgICRzZWxlY3Rvci50YWIoJ3Nob3cnKTsKICAgICAgICAvLyB3YWxrIHVwIHRoZSBhbmNlc3RvcnMgb2YgdGhpcyBlbGVtZW50LCBzaG93IGFueSBoaWRkZW4gdGFicwogICAgICAgICRzZWxlY3Rvci5wYXJlbnRzKCcuc2VjdGlvbi50YWJzZXQnKS5lYWNoKGZ1bmN0aW9uKGksIGVsbSkgewogICAgICAgICAgdmFyIGxpbmsgPSAkKCdhW2hyZWY9IiMnICsgJChlbG0pLmF0dHIoJ2lkJykgKyAnIl0nKTsKICAgICAgICAgIGlmKGxpbmsuZGF0YSgndG9nZ2xlJykgPT09ICJ0YWIiKSB7CiAgICAgICAgICAgIGxpbmsudGFiKCJzaG93Iik7CiAgICAgICAgICB9CiAgICAgICAgfSk7CiAgICAgIH0KICAgIH07CgoKICAgIC8vIFNldCB0aGUgY29ycmVjdCB0YWIgd2hlbiB0aGUgcGFnZSBsb2FkcwogICAgc2hvd1N0dWZmRnJvbUhhc2goY29udGV4dCk7CgogICAgLy8gU2V0IHRoZSBjb3JyZWN0IHRhYiB3aGVuIGEgdXNlciB1c2VzIHRoZWlyIGJhY2svZm9yd2FyZCBidXR0b24KICAgICQod2luZG93KS5vbignaGFzaGNoYW5nZScsIGZ1bmN0aW9uKCkgewogICAgICBzaG93U3R1ZmZGcm9tSGFzaChjb250ZXh0KTsKICAgIH0pOwoKICAgIC8vIENoYW5nZSB0aGUgVVJMIHdoZW4gdGFicyBhcmUgY2xpY2tlZAogICAgJCgnYScsIGNvbnRleHQpLm9uKCdjbGljaycsIGZ1bmN0aW9uKGUpIHsKICAgICAgaGlzdG9yeS5wdXNoU3RhdGUobnVsbCwgbnVsbCwgdGhpcy5ocmVmKTsKICAgICAgc2hvd1N0dWZmRnJvbUhhc2goY29udGV4dCk7CiAgICB9KTsKCiAgICByZXR1cm4gdGhpczsKICB9Owp9KGpRdWVyeSkpOwoKd2luZG93LmJ1aWxkVGFic2V0cyA9IGZ1bmN0aW9uKHRvY0lEKSB7CgogIC8vIGJ1aWxkIGEgdGFic2V0IGZyb20gYSBzZWN0aW9uIGRpdiB3aXRoIHRoZSAudGFic2V0IGNsYXNzCiAgZnVuY3Rpb24gYnVpbGRUYWJzZXQodGFic2V0KSB7CgogICAgLy8gY2hlY2sgZm9yIGZhZGUgYW5kIHBpbGxzIG9wdGlvbnMKICAgIHZhciBmYWRlID0gdGFic2V0Lmhhc0NsYXNzKCJ0YWJzZXQtZmFkZSIpOwogICAgdmFyIHBpbGxzID0gdGFic2V0Lmhhc0NsYXNzKCJ0YWJzZXQtcGlsbHMiKTsKICAgIHZhciBuYXZDbGFzcyA9IHBpbGxzID8gIm5hdi1waWxscyIgOiAibmF2LXRhYnMiOwoKICAgIC8vIGRldGVybWluZSB0aGUgaGVhZGluZyBsZXZlbCBvZiB0aGUgdGFic2V0IGFuZCB0YWJzCiAgICB2YXIgbWF0Y2ggPSB0YWJzZXQuYXR0cignY2xhc3MnKS5tYXRjaCgvbGV2ZWwoXGQpIC8pOwogICAgaWYgKG1hdGNoID09PSBudWxsKQogICAgICByZXR1cm47CiAgICB2YXIgdGFic2V0TGV2ZWwgPSBOdW1iZXIobWF0Y2hbMV0pOwogICAgdmFyIHRhYkxldmVsID0gdGFic2V0TGV2ZWwgKyAxOwoKICAgIC8vIGZpbmQgYWxsIHN1YmhlYWRpbmdzIGltbWVkaWF0ZWx5IGJlbG93CiAgICB2YXIgdGFicyA9IHRhYnNldC5maW5kKCJkaXYuc2VjdGlvbi5sZXZlbCIgKyB0YWJMZXZlbCk7CiAgICBpZiAoIXRhYnMubGVuZ3RoKQogICAgICByZXR1cm47CgogICAgLy8gY3JlYXRlIHRhYmxpc3QgYW5kIHRhYi1jb250ZW50IGVsZW1lbnRzCiAgICB2YXIgdGFiTGlzdCA9ICQoJzx1bCBjbGFzcz0ibmF2ICcgKyBuYXZDbGFzcyArICciIHJvbGU9InRhYmxpc3QiPjwvdWw+Jyk7CiAgICAkKHRhYnNbMF0pLmJlZm9yZSh0YWJMaXN0KTsKICAgIHZhciB0YWJDb250ZW50ID0gJCgnPGRpdiBjbGFzcz0idGFiLWNvbnRlbnQiPjwvZGl2PicpOwogICAgJCh0YWJzWzBdKS5iZWZvcmUodGFiQ29udGVudCk7CgogICAgLy8gYnVpbGQgdGhlIHRhYnNldAogICAgdmFyIGFjdGl2ZVRhYiA9IDA7CiAgICB0YWJzLmVhY2goZnVuY3Rpb24oaSkgewoKICAgICAgLy8gZ2V0IHRoZSB0YWIgZGl2CiAgICAgIHZhciB0YWIgPSAkKHRhYnNbaV0pOwoKICAgICAgLy8gZ2V0IHRoZSBpZCB0aGVuIHNhbml0aXplIGl0IGZvciB1c2Ugd2l0aCBib290c3RyYXAgdGFicwogICAgICB2YXIgaWQgPSB0YWIuYXR0cignaWQnKTsKCiAgICAgIC8vIHNlZSBpZiB0aGlzIGlzIG1hcmtlZCBhcyB0aGUgYWN0aXZlIHRhYgogICAgICBpZiAodGFiLmhhc0NsYXNzKCdhY3RpdmUnKSkKICAgICAgICBhY3RpdmVUYWIgPSBpOwoKICAgICAgLy8gcmVtb3ZlIGFueSB0YWJsZSBvZiBjb250ZW50cyBlbnRyaWVzIGFzc29jaWF0ZWQgd2l0aAogICAgICAvLyB0aGlzIElEIChzaW5jZSB3ZSdsbCBiZSByZW1vdmluZyB0aGUgaGVhZGluZyBlbGVtZW50KQogICAgICAkKCJkaXYjIiArIHRvY0lEICsgIiBsaSBhW2hyZWY9JyMiICsgaWQgKyAiJ10iKS5wYXJlbnQoKS5yZW1vdmUoKTsKCiAgICAgIC8vIHNhbml0aXplIHRoZSBpZCBmb3IgdXNlIHdpdGggYm9vdHN0cmFwIHRhYnMKICAgICAgaWQgPSBpZC5yZXBsYWNlKC9bLlwvPyYhIzw+XS9nLCAnJykucmVwbGFjZSgvXHMvZywgJ18nKTsKICAgICAgdGFiLmF0dHIoJ2lkJywgaWQpOwoKICAgICAgLy8gZ2V0IHRoZSBoZWFkaW5nIGVsZW1lbnQgd2l0aGluIGl0LCBncmFiIGl0J3MgdGV4dCwgdGhlbiByZW1vdmUgaXQKICAgICAgdmFyIGhlYWRpbmcgPSB0YWIuZmluZCgnaCcgKyB0YWJMZXZlbCArICc6Zmlyc3QnKTsKICAgICAgdmFyIGhlYWRpbmdUZXh0ID0gaGVhZGluZy5odG1sKCk7CiAgICAgIGhlYWRpbmcucmVtb3ZlKCk7CgogICAgICAvLyBidWlsZCBhbmQgYXBwZW5kIHRoZSB0YWIgbGlzdCBpdGVtCiAgICAgIHZhciBhID0gJCgnPGEgcm9sZT0idGFiIiBkYXRhLXRvZ2dsZT0idGFiIj4nICsgaGVhZGluZ1RleHQgKyAnPC9hPicpOwogICAgICBhLmF0dHIoJ2hyZWYnLCAnIycgKyBpZCk7CiAgICAgIGEuYXR0cignYXJpYS1jb250cm9scycsIGlkKTsKICAgICAgdmFyIGxpID0gJCgnPGxpIHJvbGU9InByZXNlbnRhdGlvbiI+PC9saT4nKTsKICAgICAgbGkuYXBwZW5kKGEpOwogICAgICB0YWJMaXN0LmFwcGVuZChsaSk7CgogICAgICAvLyBzZXQgaXQncyBhdHRyaWJ1dGVzCiAgICAgIHRhYi5hdHRyKCdyb2xlJywgJ3RhYnBhbmVsJyk7CiAgICAgIHRhYi5hZGRDbGFzcygndGFiLXBhbmUnKTsKICAgICAgdGFiLmFkZENsYXNzKCd0YWJiZWQtcGFuZScpOwogICAgICBpZiAoZmFkZSkKICAgICAgICB0YWIuYWRkQ2xhc3MoJ2ZhZGUnKTsKCiAgICAgIC8vIG1vdmUgaXQgaW50byB0aGUgdGFiIGNvbnRlbnQgZGl2CiAgICAgIHRhYi5kZXRhY2goKS5hcHBlbmRUbyh0YWJDb250ZW50KTsKICAgIH0pOwoKICAgIC8vIHNldCBhY3RpdmUgdGFiCiAgICAkKHRhYkxpc3QuY2hpbGRyZW4oJ2xpJylbYWN0aXZlVGFiXSkuYWRkQ2xhc3MoJ2FjdGl2ZScpOwogICAgdmFyIGFjdGl2ZSA9ICQodGFiQ29udGVudC5jaGlsZHJlbignZGl2LnNlY3Rpb24nKVthY3RpdmVUYWJdKTsKICAgIGFjdGl2ZS5hZGRDbGFzcygnYWN0aXZlJyk7CiAgICBpZiAoZmFkZSkKICAgICAgYWN0aXZlLmFkZENsYXNzKCdpbicpOwoKICAgIGlmICh0YWJzZXQuaGFzQ2xhc3MoInRhYnNldC1zdGlja3kiKSkKICAgICAgdGFic2V0LnJtYXJrZG93blN0aWNreVRhYnMoKTsKICB9CgogIC8vIGNvbnZlcnQgc2VjdGlvbiBkaXZzIHdpdGggdGhlIC50YWJzZXQgY2xhc3MgdG8gdGFic2V0cwogIHZhciB0YWJzZXRzID0gJCgiZGl2LnNlY3Rpb24udGFic2V0Iik7CiAgdGFic2V0cy5lYWNoKGZ1bmN0aW9uKGkpIHsKICAgIGJ1aWxkVGFic2V0KCQodGFic2V0c1tpXSkpOwogIH0pOwp9OwoK"></script> <script src="data:application/javascript;base64,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"></script> <link href="data:text/css,%2Ehljs%2Dliteral%20%7B%0Acolor%3A%20%23990073%3B%0A%7D%0A%2Ehljs%2Dnumber%20%7B%0Acolor%3A%20%23099%3B%0A%7D%0A%2Ehljs%2Dcomment%20%7B%0Acolor%3A%20%23998%3B%0Afont%2Dstyle%3A%20italic%3B%0A%7D%0A%2Ehljs%2Dkeyword%20%7B%0Acolor%3A%20%23900%3B%0Afont%2Dweight%3A%20bold%3B%0A%7D%0A%2Ehljs%2Dstring%20%7B%0Acolor%3A%20%23d14%3B%0A%7D%0A" rel="stylesheet" /> <script src="data:application/javascript;base64,/*! highlight.js v9.12.0 | BSD3 License | git.io/hljslicense */
!function(e){var n="object"==typeof window&&window||"object"==typeof self&&self;"undefined"!=typeof exports?e(exports):n&&(n.hljs=e({}),"function"==typeof define&&define.amd&&define([],function(){return n.hljs}))}(function(e){function n(e){return e.replace(/&/g,"&amp;").replace(/</g,"&lt;").replace(/>/g,"&gt;")}function t(e){return e.nodeName.toLowerCase()}function r(e,n){var t=e&&e.exec(n);return t&&0===t.index}function a(e){return k.test(e)}function i(e){var n,t,r,i,o=e.className+" ";if(o+=e.parentNode?e.parentNode.className:"",t=B.exec(o))return w(t[1])?t[1]:"no-highlight";for(o=o.split(/\s+/),n=0,r=o.length;r>n;n++)if(i=o[n],a(i)||w(i))return i}function o(e){var n,t={},r=Array.prototype.slice.call(arguments,1);for(n in e)t[n]=e[n];return r.forEach(function(e){for(n in e)t[n]=e[n]}),t}function u(e){var n=[];return function r(e,a){for(var i=e.firstChild;i;i=i.nextSibling)3===i.nodeType?a+=i.nodeValue.length:1===i.nodeType&&(n.push({event:"start",offset:a,node:i}),a=r(i,a),t(i).match(/br|hr|img|input/)||n.push({event:"stop",offset:a,node:i}));return a}(e,0),n}function c(e,r,a){function i(){return e.length&&r.length?e[0].offset!==r[0].offset?e[0].offset<r[0].offset?e:r:"start"===r[0].event?e:r:e.length?e:r}function o(e){function r(e){return" "+e.nodeName+'="'+n(e.value).replace('"',"&quot;")+'"'}s+="<"+t(e)+E.map.call(e.attributes,r).join("")+">"}function u(e){s+="</"+t(e)+">"}function c(e){("start"===e.event?o:u)(e.node)}for(var l=0,s="",f=[];e.length||r.length;){var g=i();if(s+=n(a.substring(l,g[0].offset)),l=g[0].offset,g===e){f.reverse().forEach(u);do c(g.splice(0,1)[0]),g=i();while(g===e&&g.length&&g[0].offset===l);f.reverse().forEach(o)}else"start"===g[0].event?f.push(g[0].node):f.pop(),c(g.splice(0,1)[0])}return s+n(a.substr(l))}function l(e){return e.v&&!e.cached_variants&&(e.cached_variants=e.v.map(function(n){return o(e,{v:null},n)})),e.cached_variants||e.eW&&[o(e)]||[e]}function s(e){function n(e){return e&&e.source||e}function t(t,r){return new RegExp(n(t),"m"+(e.cI?"i":"")+(r?"g":""))}function r(a,i){if(!a.compiled){if(a.compiled=!0,a.k=a.k||a.bK,a.k){var o={},u=function(n,t){e.cI&&(t=t.toLowerCase()),t.split(" ").forEach(function(e){var t=e.split("|");o[t[0]]=[n,t[1]?Number(t[1]):1]})};"string"==typeof a.k?u("keyword",a.k):x(a.k).forEach(function(e){u(e,a.k[e])}),a.k=o}a.lR=t(a.l||/\w+/,!0),i&&(a.bK&&(a.b="\\b("+a.bK.split(" ").join("|")+")\\b"),a.b||(a.b=/\B|\b/),a.bR=t(a.b),a.e||a.eW||(a.e=/\B|\b/),a.e&&(a.eR=t(a.e)),a.tE=n(a.e)||"",a.eW&&i.tE&&(a.tE+=(a.e?"|":"")+i.tE)),a.i&&(a.iR=t(a.i)),null==a.r&&(a.r=1),a.c||(a.c=[]),a.c=Array.prototype.concat.apply([],a.c.map(function(e){return l("self"===e?a:e)})),a.c.forEach(function(e){r(e,a)}),a.starts&&r(a.starts,i);var c=a.c.map(function(e){return e.bK?"\\.?("+e.b+")\\.?":e.b}).concat([a.tE,a.i]).map(n).filter(Boolean);a.t=c.length?t(c.join("|"),!0):{exec:function(){return null}}}}r(e)}function f(e,t,a,i){function o(e,n){var t,a;for(t=0,a=n.c.length;a>t;t++)if(r(n.c[t].bR,e))return n.c[t]}function u(e,n){if(r(e.eR,n)){for(;e.endsParent&&e.parent;)e=e.parent;return e}return e.eW?u(e.parent,n):void 0}function c(e,n){return!a&&r(n.iR,e)}function l(e,n){var t=N.cI?n[0].toLowerCase():n[0];return e.k.hasOwnProperty(t)&&e.k[t]}function p(e,n,t,r){var a=r?"":I.classPrefix,i='<span class="'+a,o=t?"":C;return i+=e+'">',i+n+o}function h(){var e,t,r,a;if(!E.k)return n(k);for(a="",t=0,E.lR.lastIndex=0,r=E.lR.exec(k);r;)a+=n(k.substring(t,r.index)),e=l(E,r),e?(B+=e[1],a+=p(e[0],n(r[0]))):a+=n(r[0]),t=E.lR.lastIndex,r=E.lR.exec(k);return a+n(k.substr(t))}function d(){var e="string"==typeof E.sL;if(e&&!y[E.sL])return n(k);var t=e?f(E.sL,k,!0,x[E.sL]):g(k,E.sL.length?E.sL:void 0);return E.r>0&&(B+=t.r),e&&(x[E.sL]=t.top),p(t.language,t.value,!1,!0)}function b(){L+=null!=E.sL?d():h(),k=""}function v(e){L+=e.cN?p(e.cN,"",!0):"",E=Object.create(e,{parent:{value:E}})}function m(e,n){if(k+=e,null==n)return b(),0;var t=o(n,E);if(t)return t.skip?k+=n:(t.eB&&(k+=n),b(),t.rB||t.eB||(k=n)),v(t,n),t.rB?0:n.length;var r=u(E,n);if(r){var a=E;a.skip?k+=n:(a.rE||a.eE||(k+=n),b(),a.eE&&(k=n));do E.cN&&(L+=C),E.skip||(B+=E.r),E=E.parent;while(E!==r.parent);return r.starts&&v(r.starts,""),a.rE?0:n.length}if(c(n,E))throw new Error('Illegal lexeme "'+n+'" for mode "'+(E.cN||"<unnamed>")+'"');return k+=n,n.length||1}var N=w(e);if(!N)throw new Error('Unknown language: "'+e+'"');s(N);var R,E=i||N,x={},L="";for(R=E;R!==N;R=R.parent)R.cN&&(L=p(R.cN,"",!0)+L);var k="",B=0;try{for(var M,j,O=0;;){if(E.t.lastIndex=O,M=E.t.exec(t),!M)break;j=m(t.substring(O,M.index),M[0]),O=M.index+j}for(m(t.substr(O)),R=E;R.parent;R=R.parent)R.cN&&(L+=C);return{r:B,value:L,language:e,top:E}}catch(T){if(T.message&&-1!==T.message.indexOf("Illegal"))return{r:0,value:n(t)};throw T}}function g(e,t){t=t||I.languages||x(y);var r={r:0,value:n(e)},a=r;return t.filter(w).forEach(function(n){var t=f(n,e,!1);t.language=n,t.r>a.r&&(a=t),t.r>r.r&&(a=r,r=t)}),a.language&&(r.second_best=a),r}function p(e){return I.tabReplace||I.useBR?e.replace(M,function(e,n){return I.useBR&&"\n"===e?"<br>":I.tabReplace?n.replace(/\t/g,I.tabReplace):""}):e}function h(e,n,t){var r=n?L[n]:t,a=[e.trim()];return e.match(/\bhljs\b/)||a.push("hljs"),-1===e.indexOf(r)&&a.push(r),a.join(" ").trim()}function d(e){var n,t,r,o,l,s=i(e);a(s)||(I.useBR?(n=document.createElementNS("http://www.w3.org/1999/xhtml","div"),n.innerHTML=e.innerHTML.replace(/\n/g,"").replace(/<br[ \/]*>/g,"\n")):n=e,l=n.textContent,r=s?f(s,l,!0):g(l),t=u(n),t.length&&(o=document.createElementNS("http://www.w3.org/1999/xhtml","div"),o.innerHTML=r.value,r.value=c(t,u(o),l)),r.value=p(r.value),e.innerHTML=r.value,e.className=h(e.className,s,r.language),e.result={language:r.language,re:r.r},r.second_best&&(e.second_best={language:r.second_best.language,re:r.second_best.r}))}function b(e){I=o(I,e)}function v(){if(!v.called){v.called=!0;var e=document.querySelectorAll("pre code");E.forEach.call(e,d)}}function m(){addEventListener("DOMContentLoaded",v,!1),addEventListener("load",v,!1)}function N(n,t){var r=y[n]=t(e);r.aliases&&r.aliases.forEach(function(e){L[e]=n})}function R(){return x(y)}function w(e){return e=(e||"").toLowerCase(),y[e]||y[L[e]]}var E=[],x=Object.keys,y={},L={},k=/^(no-?highlight|plain|text)$/i,B=/\blang(?:uage)?-([\w-]+)\b/i,M=/((^(<[^>]+>|\t|)+|(?:\n)))/gm,C="</span>",I={classPrefix:"hljs-",tabReplace:null,useBR:!1,languages:void 0};return e.highlight=f,e.highlightAuto=g,e.fixMarkup=p,e.highlightBlock=d,e.configure=b,e.initHighlighting=v,e.initHighlightingOnLoad=m,e.registerLanguage=N,e.listLanguages=R,e.getLanguage=w,e.inherit=o,e.IR="[a-zA-Z]\\w*",e.UIR="[a-zA-Z_]\\w*",e.NR="\\b\\d+(\\.\\d+)?",e.CNR="(-?)(\\b0[xX][a-fA-F0-9]+|(\\b\\d+(\\.\\d*)?|\\.\\d+)([eE][-+]?\\d+)?)",e.BNR="\\b(0b[01]+)",e.RSR="!|!=|!==|%|%=|&|&&|&=|\\*|\\*=|\\+|\\+=|,|-|-=|/=|/|:|;|<<|<<=|<=|<|===|==|=|>>>=|>>=|>=|>>>|>>|>|\\?|\\[|\\{|\\(|\\^|\\^=|\\||\\|=|\\|\\||~",e.BE={b:"\\\\[\\s\\S]",r:0},e.ASM={cN:"string",b:"'",e:"'",i:"\\n",c:[e.BE]},e.QSM={cN:"string",b:'"',e:'"',i:"\\n",c:[e.BE]},e.PWM={b:/\b(a|an|the|are|I'm|isn't|don't|doesn't|won't|but|just|should|pretty|simply|enough|gonna|going|wtf|so|such|will|you|your|they|like|more)\b/},e.C=function(n,t,r){var a=e.inherit({cN:"comment",b:n,e:t,c:[]},r||{});return a.c.push(e.PWM),a.c.push({cN:"doctag",b:"(?:TODO|FIXME|NOTE|BUG|XXX):",r:0}),a},e.CLCM=e.C("//","$"),e.CBCM=e.C("/\\*","\\*/"),e.HCM=e.C("#","$"),e.NM={cN:"number",b:e.NR,r:0},e.CNM={cN:"number",b:e.CNR,r:0},e.BNM={cN:"number",b:e.BNR,r:0},e.CSSNM={cN:"number",b:e.NR+"(%|em|ex|ch|rem|vw|vh|vmin|vmax|cm|mm|in|pt|pc|px|deg|grad|rad|turn|s|ms|Hz|kHz|dpi|dpcm|dppx)?",r:0},e.RM={cN:"regexp",b:/\//,e:/\/[gimuy]*/,i:/\n/,c:[e.BE,{b:/\[/,e:/\]/,r:0,c:[e.BE]}]},e.TM={cN:"title",b:e.IR,r:0},e.UTM={cN:"title",b:e.UIR,r:0},e.METHOD_GUARD={b:"\\.\\s*"+e.UIR,r:0},e});hljs.registerLanguage("sql",function(e){var t=e.C("--","$");return{cI:!0,i:/[<>{}*#]/,c:[{bK:"begin end start commit rollback savepoint lock alter create drop rename call delete do handler insert load replace select truncate update set show pragma grant merge describe use explain help declare prepare execute deallocate release unlock purge reset change stop analyze cache flush optimize repair kill install uninstall checksum restore check backup revoke comment",e:/;/,eW:!0,l:/[\w\.]+/,k:{keyword:"abort abs absolute acc acce accep accept access accessed accessible account acos action activate add addtime admin administer advanced advise aes_decrypt aes_encrypt after agent aggregate ali alia alias allocate allow alter always analyze ancillary and any anydata anydataset anyschema anytype apply archive archived archivelog are as asc ascii asin assembly assertion associate asynchronous at atan atn2 attr attri attrib attribu attribut attribute attributes audit authenticated authentication authid authors auto autoallocate autodblink autoextend automatic availability avg backup badfile basicfile before begin beginning benchmark between bfile bfile_base big bigfile bin binary_double binary_float binlog bit_and bit_count bit_length bit_or bit_xor bitmap blob_base block blocksize body both bound buffer_cache buffer_pool build bulk by byte byteordermark bytes cache caching call calling cancel capacity cascade cascaded case cast catalog category ceil ceiling chain change changed char_base char_length character_length characters characterset charindex charset charsetform charsetid check checksum checksum_agg child choose chr chunk class cleanup clear client clob clob_base clone close cluster_id cluster_probability cluster_set clustering coalesce coercibility col collate collation collect colu colum column column_value columns columns_updated comment commit compact compatibility compiled complete composite_limit compound compress compute concat concat_ws concurrent confirm conn connec connect connect_by_iscycle connect_by_isleaf connect_by_root connect_time connection consider consistent constant constraint constraints constructor container content contents context contributors controlfile conv convert convert_tz corr corr_k corr_s corresponding corruption cos cost count count_big counted covar_pop covar_samp cpu_per_call cpu_per_session crc32 create creation critical cross cube cume_dist curdate current current_date current_time current_timestamp current_user cursor curtime customdatum cycle data database databases datafile datafiles datalength date_add date_cache date_format date_sub dateadd datediff datefromparts datename datepart datetime2fromparts day day_to_second dayname dayofmonth dayofweek dayofyear days db_role_change dbtimezone ddl deallocate declare decode decompose decrement decrypt deduplicate def defa defau defaul default defaults deferred defi defin define degrees delayed delegate delete delete_all delimited demand dense_rank depth dequeue des_decrypt des_encrypt des_key_file desc descr descri describ describe descriptor deterministic diagnostics difference dimension direct_load directory disable disable_all disallow disassociate discardfile disconnect diskgroup distinct distinctrow distribute distributed div do document domain dotnet double downgrade drop dumpfile duplicate duration each edition editionable editions element ellipsis else elsif elt empty enable enable_all enclosed encode encoding encrypt end end-exec endian enforced engine engines enqueue enterprise entityescaping eomonth error errors escaped evalname evaluate event eventdata events except exception exceptions exchange exclude excluding execu execut execute exempt exists exit exp expire explain export export_set extended extent external external_1 external_2 externally extract failed failed_login_attempts failover failure far fast feature_set feature_value fetch field fields file file_name_convert filesystem_like_logging final finish first first_value fixed flash_cache flashback floor flush following follows for forall force form forma format found found_rows freelist freelists freepools fresh from from_base64 from_days ftp full function general generated get get_format get_lock getdate getutcdate global global_name globally go goto grant grants greatest group group_concat group_id grouping grouping_id groups gtid_subtract guarantee guard handler hash hashkeys having hea head headi headin heading heap help hex hierarchy high high_priority hosts hour http id ident_current ident_incr ident_seed identified identity idle_time if ifnull ignore iif ilike ilm immediate import in include including increment index indexes indexing indextype indicator indices inet6_aton inet6_ntoa inet_aton inet_ntoa infile initial initialized initially initrans inmemory inner innodb input insert install instance instantiable instr interface interleaved intersect into invalidate invisible is is_free_lock is_ipv4 is_ipv4_compat is_not is_not_null is_used_lock isdate isnull isolation iterate java join json json_exists keep keep_duplicates key keys kill language large last last_day last_insert_id last_value lax lcase lead leading least leaves left len lenght length less level levels library like like2 like4 likec limit lines link list listagg little ln load load_file lob lobs local localtime localtimestamp locate locator lock locked log log10 log2 logfile logfiles logging logical logical_reads_per_call logoff logon logs long loop low low_priority lower lpad lrtrim ltrim main make_set makedate maketime managed management manual map mapping mask master master_pos_wait match matched materialized max maxextents maximize maxinstances maxlen maxlogfiles maxloghistory maxlogmembers maxsize maxtrans md5 measures median medium member memcompress memory merge microsecond mid migration min minextents minimum mining minus minute minvalue missing mod mode model modification modify module monitoring month months mount move movement multiset mutex name name_const names nan national native natural nav nchar nclob nested never new newline next nextval no no_write_to_binlog noarchivelog noaudit nobadfile nocheck nocompress nocopy nocycle nodelay nodiscardfile noentityescaping noguarantee nokeep nologfile nomapping nomaxvalue nominimize nominvalue nomonitoring none noneditionable nonschema noorder nopr nopro noprom nopromp noprompt norely noresetlogs noreverse normal norowdependencies noschemacheck noswitch not nothing notice notrim novalidate now nowait nth_value nullif nulls num numb numbe nvarchar nvarchar2 object ocicoll ocidate ocidatetime ociduration ociinterval ociloblocator ocinumber ociref ocirefcursor ocirowid ocistring ocitype oct octet_length of off offline offset oid oidindex old on online only opaque open operations operator optimal optimize option optionally or oracle oracle_date oradata ord ordaudio orddicom orddoc order ordimage ordinality ordvideo organization orlany orlvary out outer outfile outline output over overflow overriding package pad parallel parallel_enable parameters parent parse partial partition partitions pascal passing password password_grace_time password_lock_time password_reuse_max password_reuse_time password_verify_function patch path patindex pctincrease pctthreshold pctused pctversion percent percent_rank percentile_cont percentile_disc performance period period_add period_diff permanent physical pi pipe pipelined pivot pluggable plugin policy position post_transaction pow power pragma prebuilt precedes preceding precision prediction prediction_cost prediction_details prediction_probability prediction_set prepare present preserve prior priority private private_sga privileges procedural procedure procedure_analyze processlist profiles project prompt protection public publishingservername purge quarter query quick quiesce quota quotename radians raise rand range rank raw read reads readsize rebuild record records recover recovery recursive recycle redo reduced ref reference referenced references referencing refresh regexp_like register regr_avgx regr_avgy regr_count regr_intercept regr_r2 regr_slope regr_sxx regr_sxy reject rekey relational relative relaylog release release_lock relies_on relocate rely rem remainder rename repair repeat replace replicate replication required reset resetlogs resize resource respect restore restricted result result_cache resumable resume retention return returning returns reuse reverse revoke right rlike role roles rollback rolling rollup round row row_count rowdependencies rowid rownum rows rtrim rules safe salt sample save savepoint sb1 sb2 sb4 scan schema schemacheck scn scope scroll sdo_georaster sdo_topo_geometry search sec_to_time second section securefile security seed segment select self sequence sequential serializable server servererror session session_user sessions_per_user set sets settings sha sha1 sha2 share shared shared_pool short show shrink shutdown si_averagecolor si_colorhistogram si_featurelist si_positionalcolor si_stillimage si_texture siblings sid sign sin size size_t sizes skip slave sleep smalldatetimefromparts smallfile snapshot some soname sort soundex source space sparse spfile split sql sql_big_result sql_buffer_result sql_cache sql_calc_found_rows sql_small_result sql_variant_property sqlcode sqldata sqlerror sqlname sqlstate sqrt square standalone standby start starting startup statement static statistics stats_binomial_test stats_crosstab stats_ks_test stats_mode stats_mw_test stats_one_way_anova stats_t_test_ stats_t_test_indep stats_t_test_one stats_t_test_paired stats_wsr_test status std stddev stddev_pop stddev_samp stdev stop storage store stored str str_to_date straight_join strcmp strict string struct stuff style subdate subpartition subpartitions substitutable substr substring subtime subtring_index subtype success sum suspend switch switchoffset switchover sync synchronous synonym sys sys_xmlagg sysasm sysaux sysdate sysdatetimeoffset sysdba sysoper system system_user sysutcdatetime table tables tablespace tan tdo template temporary terminated tertiary_weights test than then thread through tier ties time time_format time_zone timediff timefromparts timeout timestamp timestampadd timestampdiff timezone_abbr timezone_minute timezone_region to to_base64 to_date to_days to_seconds todatetimeoffset trace tracking transaction transactional translate translation treat trigger trigger_nestlevel triggers trim truncate try_cast try_convert try_parse type ub1 ub2 ub4 ucase unarchived unbounded uncompress under undo unhex unicode uniform uninstall union unique unix_timestamp unknown unlimited unlock unpivot unrecoverable unsafe unsigned until untrusted unusable unused update updated upgrade upped upper upsert url urowid usable usage use use_stored_outlines user user_data user_resources users using utc_date utc_timestamp uuid uuid_short validate validate_password_strength validation valist value values var var_samp varcharc vari varia variab variabl variable variables variance varp varraw varrawc varray verify version versions view virtual visible void wait wallet warning warnings week weekday weekofyear wellformed when whene whenev wheneve whenever where while whitespace with within without work wrapped xdb xml xmlagg xmlattributes xmlcast xmlcolattval xmlelement xmlexists xmlforest xmlindex xmlnamespaces xmlpi xmlquery xmlroot xmlschema xmlserialize xmltable xmltype xor year year_to_month years yearweek",literal:"true false null",built_in:"array bigint binary bit blob boolean char character date dec decimal float int int8 integer interval number numeric real record serial serial8 smallint text varchar varying void"},c:[{cN:"string",b:"'",e:"'",c:[e.BE,{b:"''"}]},{cN:"string",b:'"',e:'"',c:[e.BE,{b:'""'}]},{cN:"string",b:"`",e:"`",c:[e.BE]},e.CNM,e.CBCM,t]},e.CBCM,t]}});hljs.registerLanguage("r",function(e){var r="([a-zA-Z]|\\.[a-zA-Z.])[a-zA-Z0-9._]*";return{c:[e.HCM,{b:r,l:r,k:{keyword:"function if in break next repeat else for return switch while try tryCatch stop warning require library attach detach source setMethod setGeneric setGroupGeneric setClass ...",literal:"NULL NA TRUE FALSE T F Inf NaN NA_integer_|10 NA_real_|10 NA_character_|10 NA_complex_|10"},r:0},{cN:"number",b:"0[xX][0-9a-fA-F]+[Li]?\\b",r:0},{cN:"number",b:"\\d+(?:[eE][+\\-]?\\d*)?L\\b",r:0},{cN:"number",b:"\\d+\\.(?!\\d)(?:i\\b)?",r:0},{cN:"number",b:"\\d+(?:\\.\\d*)?(?:[eE][+\\-]?\\d*)?i?\\b",r:0},{cN:"number",b:"\\.\\d+(?:[eE][+\\-]?\\d*)?i?\\b",r:0},{b:"`",e:"`",r:0},{cN:"string",c:[e.BE],v:[{b:'"',e:'"'},{b:"'",e:"'"}]}]}});hljs.registerLanguage("perl",function(e){var t="getpwent getservent quotemeta msgrcv scalar kill dbmclose undef lc ma syswrite tr send umask sysopen shmwrite vec qx utime local oct semctl localtime readpipe do return format read sprintf dbmopen pop getpgrp not getpwnam rewinddir qqfileno qw endprotoent wait sethostent bless s|0 opendir continue each sleep endgrent shutdown dump chomp connect getsockname die socketpair close flock exists index shmgetsub for endpwent redo lstat msgctl setpgrp abs exit select print ref gethostbyaddr unshift fcntl syscall goto getnetbyaddr join gmtime symlink semget splice x|0 getpeername recv log setsockopt cos last reverse gethostbyname getgrnam study formline endhostent times chop length gethostent getnetent pack getprotoent getservbyname rand mkdir pos chmod y|0 substr endnetent printf next open msgsnd readdir use unlink getsockopt getpriority rindex wantarray hex system getservbyport endservent int chr untie rmdir prototype tell listen fork shmread ucfirst setprotoent else sysseek link getgrgid shmctl waitpid unpack getnetbyname reset chdir grep split require caller lcfirst until warn while values shift telldir getpwuid my getprotobynumber delete and sort uc defined srand accept package seekdir getprotobyname semop our rename seek if q|0 chroot sysread setpwent no crypt getc chown sqrt write setnetent setpriority foreach tie sin msgget map stat getlogin unless elsif truncate exec keys glob tied closedirioctl socket readlink eval xor readline binmode setservent eof ord bind alarm pipe atan2 getgrent exp time push setgrent gt lt or ne m|0 break given say state when",r={cN:"subst",b:"[$@]\\{",e:"\\}",k:t},s={b:"->{",e:"}"},n={v:[{b:/\$\d/},{b:/[\$%@](\^\w\b|#\w+(::\w+)*|{\w+}|\w+(::\w*)*)/},{b:/[\$%@][^\s\w{]/,r:0}]},i=[e.BE,r,n],o=[n,e.HCM,e.C("^\\=\\w","\\=cut",{eW:!0}),s,{cN:"string",c:i,v:[{b:"q[qwxr]?\\s*\\(",e:"\\)",r:5},{b:"q[qwxr]?\\s*\\[",e:"\\]",r:5},{b:"q[qwxr]?\\s*\\{",e:"\\}",r:5},{b:"q[qwxr]?\\s*\\|",e:"\\|",r:5},{b:"q[qwxr]?\\s*\\<",e:"\\>",r:5},{b:"qw\\s+q",e:"q",r:5},{b:"'",e:"'",c:[e.BE]},{b:'"',e:'"'},{b:"`",e:"`",c:[e.BE]},{b:"{\\w+}",c:[],r:0},{b:"-?\\w+\\s*\\=\\>",c:[],r:0}]},{cN:"number",b:"(\\b0[0-7_]+)|(\\b0x[0-9a-fA-F_]+)|(\\b[1-9][0-9_]*(\\.[0-9_]+)?)|[0_]\\b",r:0},{b:"(\\/\\/|"+e.RSR+"|\\b(split|return|print|reverse|grep)\\b)\\s*",k:"split return print reverse grep",r:0,c:[e.HCM,{cN:"regexp",b:"(s|tr|y)/(\\\\.|[^/])*/(\\\\.|[^/])*/[a-z]*",r:10},{cN:"regexp",b:"(m|qr)?/",e:"/[a-z]*",c:[e.BE],r:0}]},{cN:"function",bK:"sub",e:"(\\s*\\(.*?\\))?[;{]",eE:!0,r:5,c:[e.TM]},{b:"-\\w\\b",r:0},{b:"^__DATA__$",e:"^__END__$",sL:"mojolicious",c:[{b:"^@@.*",e:"$",cN:"comment"}]}];return r.c=o,s.c=o,{aliases:["pl","pm"],l:/[\w\.]+/,k:t,c:o}});hljs.registerLanguage("ini",function(e){var b={cN:"string",c:[e.BE],v:[{b:"'''",e:"'''",r:10},{b:'"""',e:'"""',r:10},{b:'"',e:'"'},{b:"'",e:"'"}]};return{aliases:["toml"],cI:!0,i:/\S/,c:[e.C(";","$"),e.HCM,{cN:"section",b:/^\s*\[+/,e:/\]+/},{b:/^[a-z0-9\[\]_-]+\s*=\s*/,e:"$",rB:!0,c:[{cN:"attr",b:/[a-z0-9\[\]_-]+/},{b:/=/,eW:!0,r:0,c:[{cN:"literal",b:/\bon|off|true|false|yes|no\b/},{cN:"variable",v:[{b:/\$[\w\d"][\w\d_]*/},{b:/\$\{(.*?)}/}]},b,{cN:"number",b:/([\+\-]+)?[\d]+_[\d_]+/},e.NM]}]}]}});hljs.registerLanguage("diff",function(e){return{aliases:["patch"],c:[{cN:"meta",r:10,v:[{b:/^@@ +\-\d+,\d+ +\+\d+,\d+ +@@$/},{b:/^\*\*\* +\d+,\d+ +\*\*\*\*$/},{b:/^\-\-\- +\d+,\d+ +\-\-\-\-$/}]},{cN:"comment",v:[{b:/Index: /,e:/$/},{b:/={3,}/,e:/$/},{b:/^\-{3}/,e:/$/},{b:/^\*{3} /,e:/$/},{b:/^\+{3}/,e:/$/},{b:/\*{5}/,e:/\*{5}$/}]},{cN:"addition",b:"^\\+",e:"$"},{cN:"deletion",b:"^\\-",e:"$"},{cN:"addition",b:"^\\!",e:"$"}]}});hljs.registerLanguage("go",function(e){var t={keyword:"break default func interface select case map struct chan else goto package switch const fallthrough if range type continue for import return var go defer bool byte complex64 complex128 float32 float64 int8 int16 int32 int64 string uint8 uint16 uint32 uint64 int uint uintptr rune",literal:"true false iota nil",built_in:"append cap close complex copy imag len make new panic print println real recover delete"};return{aliases:["golang"],k:t,i:"</",c:[e.CLCM,e.CBCM,{cN:"string",v:[e.QSM,{b:"'",e:"[^\\\\]'"},{b:"`",e:"`"}]},{cN:"number",v:[{b:e.CNR+"[dflsi]",r:1},e.CNM]},{b:/:=/},{cN:"function",bK:"func",e:/\s*\{/,eE:!0,c:[e.TM,{cN:"params",b:/\(/,e:/\)/,k:t,i:/["']/}]}]}});hljs.registerLanguage("bash",function(e){var t={cN:"variable",v:[{b:/\$[\w\d#@][\w\d_]*/},{b:/\$\{(.*?)}/}]},s={cN:"string",b:/"/,e:/"/,c:[e.BE,t,{cN:"variable",b:/\$\(/,e:/\)/,c:[e.BE]}]},a={cN:"string",b:/'/,e:/'/};return{aliases:["sh","zsh"],l:/\b-?[a-z\._]+\b/,k:{keyword:"if then else elif fi for while in do done case esac function",literal:"true false",built_in:"break cd continue eval exec exit export getopts hash pwd readonly return shift test times trap umask unset alias bind builtin caller command declare echo enable help let local logout mapfile printf read readarray source type typeset ulimit unalias set shopt autoload bg bindkey bye cap chdir clone comparguments compcall compctl compdescribe compfiles compgroups compquote comptags comptry compvalues dirs disable disown echotc echoti emulate fc fg float functions getcap getln history integer jobs kill limit log noglob popd print pushd pushln rehash sched setcap setopt stat suspend ttyctl unfunction unhash unlimit unsetopt vared wait whence where which zcompile zformat zftp zle zmodload zparseopts zprof zpty zregexparse zsocket zstyle ztcp",_:"-ne -eq -lt -gt -f -d -e -s -l -a"},c:[{cN:"meta",b:/^#![^\n]+sh\s*$/,r:10},{cN:"function",b:/\w[\w\d_]*\s*\(\s*\)\s*\{/,rB:!0,c:[e.inherit(e.TM,{b:/\w[\w\d_]*/})],r:0},e.HCM,s,a,t]}});hljs.registerLanguage("python",function(e){var r={keyword:"and elif is global as in if from raise for except finally print import pass return exec else break not with class assert yield try while continue del or def lambda async await nonlocal|10 None True False",built_in:"Ellipsis NotImplemented"},b={cN:"meta",b:/^(>>>|\.\.\.) /},c={cN:"subst",b:/\{/,e:/\}/,k:r,i:/#/},a={cN:"string",c:[e.BE],v:[{b:/(u|b)?r?'''/,e:/'''/,c:[b],r:10},{b:/(u|b)?r?"""/,e:/"""/,c:[b],r:10},{b:/(fr|rf|f)'''/,e:/'''/,c:[b,c]},{b:/(fr|rf|f)"""/,e:/"""/,c:[b,c]},{b:/(u|r|ur)'/,e:/'/,r:10},{b:/(u|r|ur)"/,e:/"/,r:10},{b:/(b|br)'/,e:/'/},{b:/(b|br)"/,e:/"/},{b:/(fr|rf|f)'/,e:/'/,c:[c]},{b:/(fr|rf|f)"/,e:/"/,c:[c]},e.ASM,e.QSM]},s={cN:"number",r:0,v:[{b:e.BNR+"[lLjJ]?"},{b:"\\b(0o[0-7]+)[lLjJ]?"},{b:e.CNR+"[lLjJ]?"}]},i={cN:"params",b:/\(/,e:/\)/,c:["self",b,s,a]};return c.c=[a,s,b],{aliases:["py","gyp"],k:r,i:/(<\/|->|\?)|=>/,c:[b,s,a,e.HCM,{v:[{cN:"function",bK:"def"},{cN:"class",bK:"class"}],e:/:/,i:/[${=;\n,]/,c:[e.UTM,i,{b:/->/,eW:!0,k:"None"}]},{cN:"meta",b:/^[\t ]*@/,e:/$/},{b:/\b(print|exec)\(/}]}});hljs.registerLanguage("julia",function(e){var r={keyword:"in isa where baremodule begin break catch ccall const continue do else elseif end export false finally for function global if import importall let local macro module quote return true try using while type immutable abstract bitstype typealias ",literal:"true false ARGS C_NULL DevNull ENDIAN_BOM ENV I Inf Inf16 Inf32 Inf64 InsertionSort JULIA_HOME LOAD_PATH MergeSort NaN NaN16 NaN32 NaN64 PROGRAM_FILE QuickSort RoundDown RoundFromZero RoundNearest RoundNearestTiesAway RoundNearestTiesUp RoundToZero RoundUp STDERR STDIN STDOUT VERSION catalan e|0 eu|0 eulergamma golden im nothing pi γ π φ ",built_in:"ANY AbstractArray AbstractChannel AbstractFloat AbstractMatrix AbstractRNG AbstractSerializer AbstractSet AbstractSparseArray AbstractSparseMatrix AbstractSparseVector AbstractString AbstractUnitRange AbstractVecOrMat AbstractVector Any ArgumentError Array AssertionError Associative Base64DecodePipe Base64EncodePipe Bidiagonal BigFloat BigInt BitArray BitMatrix BitVector Bool BoundsError BufferStream CachingPool CapturedException CartesianIndex CartesianRange Cchar Cdouble Cfloat Channel Char Cint Cintmax_t Clong Clonglong ClusterManager Cmd CodeInfo Colon Complex Complex128 Complex32 Complex64 CompositeException Condition ConjArray ConjMatrix ConjVector Cptrdiff_t Cshort Csize_t Cssize_t Cstring Cuchar Cuint Cuintmax_t Culong Culonglong Cushort Cwchar_t Cwstring DataType Date DateFormat DateTime DenseArray DenseMatrix DenseVecOrMat DenseVector Diagonal Dict DimensionMismatch Dims DirectIndexString Display DivideError DomainError EOFError EachLine Enum Enumerate ErrorException Exception ExponentialBackOff Expr Factorization FileMonitor Float16 Float32 Float64 Function Future GlobalRef GotoNode HTML Hermitian IO IOBuffer IOContext IOStream IPAddr IPv4 IPv6 IndexCartesian IndexLinear IndexStyle InexactError InitError Int Int128 Int16 Int32 Int64 Int8 IntSet Integer InterruptException InvalidStateException Irrational KeyError LabelNode LinSpace LineNumberNode LoadError LowerTriangular MIME Matrix MersenneTwister Method MethodError MethodTable Module NTuple NewvarNode NullException Nullable Number ObjectIdDict OrdinalRange OutOfMemoryError OverflowError Pair ParseError PartialQuickSort PermutedDimsArray Pipe PollingFileWatcher ProcessExitedException Ptr QuoteNode RandomDevice Range RangeIndex Rational RawFD ReadOnlyMemoryError Real ReentrantLock Ref Regex RegexMatch RemoteChannel RemoteException RevString RoundingMode RowVector SSAValue SegmentationFault SerializationState Set SharedArray SharedMatrix SharedVector Signed SimpleVector Slot SlotNumber SparseMatrixCSC SparseVector StackFrame StackOverflowError StackTrace StepRange StepRangeLen StridedArray StridedMatrix StridedVecOrMat StridedVector String SubArray SubString SymTridiagonal Symbol Symmetric SystemError TCPSocket Task Text TextDisplay Timer Tridiagonal Tuple Type TypeError TypeMapEntry TypeMapLevel TypeName TypeVar TypedSlot UDPSocket UInt UInt128 UInt16 UInt32 UInt64 UInt8 UndefRefError UndefVarError UnicodeError UniformScaling Union UnionAll UnitRange Unsigned UpperTriangular Val Vararg VecElement VecOrMat Vector VersionNumber Void WeakKeyDict WeakRef WorkerConfig WorkerPool "},t="[A-Za-z_\\u00A1-\\uFFFF][A-Za-z_0-9\\u00A1-\\uFFFF]*",a={l:t,k:r,i:/<\//},n={cN:"number",b:/(\b0x[\d_]*(\.[\d_]*)?|0x\.\d[\d_]*)p[-+]?\d+|\b0[box][a-fA-F0-9][a-fA-F0-9_]*|(\b\d[\d_]*(\.[\d_]*)?|\.\d[\d_]*)([eEfF][-+]?\d+)?/,r:0},o={cN:"string",b:/'(.|\\[xXuU][a-zA-Z0-9]+)'/},i={cN:"subst",b:/\$\(/,e:/\)/,k:r},l={cN:"variable",b:"\\$"+t},c={cN:"string",c:[e.BE,i,l],v:[{b:/\w*"""/,e:/"""\w*/,r:10},{b:/\w*"/,e:/"\w*/}]},s={cN:"string",c:[e.BE,i,l],b:"`",e:"`"},d={cN:"meta",b:"@"+t},u={cN:"comment",v:[{b:"#=",e:"=#",r:10},{b:"#",e:"$"}]};return a.c=[n,o,c,s,d,u,e.HCM,{cN:"keyword",b:"\\b(((abstract|primitive)\\s+)type|(mutable\\s+)?struct)\\b"},{b:/<:/}],i.c=a.c,a});hljs.registerLanguage("coffeescript",function(e){var c={keyword:"in if for while finally new do return else break catch instanceof throw try this switch continue typeof delete debugger super yield import export from as default await then unless until loop of by when and or is isnt not",literal:"true false null undefined yes no on off",built_in:"npm require console print module global window document"},n="[A-Za-z$_][0-9A-Za-z$_]*",r={cN:"subst",b:/#\{/,e:/}/,k:c},i=[e.BNM,e.inherit(e.CNM,{starts:{e:"(\\s*/)?",r:0}}),{cN:"string",v:[{b:/'''/,e:/'''/,c:[e.BE]},{b:/'/,e:/'/,c:[e.BE]},{b:/"""/,e:/"""/,c:[e.BE,r]},{b:/"/,e:/"/,c:[e.BE,r]}]},{cN:"regexp",v:[{b:"///",e:"///",c:[r,e.HCM]},{b:"//[gim]*",r:0},{b:/\/(?![ *])(\\\/|.)*?\/[gim]*(?=\W|$)/}]},{b:"@"+n},{sL:"javascript",eB:!0,eE:!0,v:[{b:"```",e:"```"},{b:"`",e:"`"}]}];r.c=i;var s=e.inherit(e.TM,{b:n}),t="(\\(.*\\))?\\s*\\B[-=]>",o={cN:"params",b:"\\([^\\(]",rB:!0,c:[{b:/\(/,e:/\)/,k:c,c:["self"].concat(i)}]};return{aliases:["coffee","cson","iced"],k:c,i:/\/\*/,c:i.concat([e.C("###","###"),e.HCM,{cN:"function",b:"^\\s*"+n+"\\s*=\\s*"+t,e:"[-=]>",rB:!0,c:[s,o]},{b:/[:\(,=]\s*/,r:0,c:[{cN:"function",b:t,e:"[-=]>",rB:!0,c:[o]}]},{cN:"class",bK:"class",e:"$",i:/[:="\[\]]/,c:[{bK:"extends",eW:!0,i:/[:="\[\]]/,c:[s]},s]},{b:n+":",e:":",rB:!0,rE:!0,r:0}])}});hljs.registerLanguage("cpp",function(t){var e={cN:"keyword",b:"\\b[a-z\\d_]*_t\\b"},r={cN:"string",v:[{b:'(u8?|U)?L?"',e:'"',i:"\\n",c:[t.BE]},{b:'(u8?|U)?R"',e:'"',c:[t.BE]},{b:"'\\\\?.",e:"'",i:"."}]},s={cN:"number",v:[{b:"\\b(0b[01']+)"},{b:"(-?)\\b([\\d']+(\\.[\\d']*)?|\\.[\\d']+)(u|U|l|L|ul|UL|f|F|b|B)"},{b:"(-?)(\\b0[xX][a-fA-F0-9']+|(\\b[\\d']+(\\.[\\d']*)?|\\.[\\d']+)([eE][-+]?[\\d']+)?)"}],r:0},i={cN:"meta",b:/#\s*[a-z]+\b/,e:/$/,k:{"meta-keyword":"if else elif endif define undef warning error line pragma ifdef ifndef include"},c:[{b:/\\\n/,r:0},t.inherit(r,{cN:"meta-string"}),{cN:"meta-string",b:/<[^\n>]*>/,e:/$/,i:"\\n"},t.CLCM,t.CBCM]},a=t.IR+"\\s*\\(",c={keyword:"int float while private char catch import module export virtual operator sizeof dynamic_cast|10 typedef const_cast|10 const for static_cast|10 union namespace unsigned long volatile static protected bool template mutable if public friend do goto auto void enum else break extern using asm case typeid short reinterpret_cast|10 default double register explicit signed typename try this switch continue inline delete alignof constexpr decltype noexcept static_assert thread_local restrict _Bool complex _Complex _Imaginary atomic_bool atomic_char atomic_schar atomic_uchar atomic_short atomic_ushort atomic_int atomic_uint atomic_long atomic_ulong atomic_llong atomic_ullong new throw return and or not",built_in:"std string cin cout cerr clog stdin stdout stderr stringstream istringstream ostringstream auto_ptr deque list queue stack vector map set bitset multiset multimap unordered_set unordered_map unordered_multiset unordered_multimap array shared_ptr abort abs acos asin atan2 atan calloc ceil cosh cos exit exp fabs floor fmod fprintf fputs free frexp fscanf isalnum isalpha iscntrl isdigit isgraph islower isprint ispunct isspace isupper isxdigit tolower toupper labs ldexp log10 log malloc realloc memchr memcmp memcpy memset modf pow printf putchar puts scanf sinh sin snprintf sprintf sqrt sscanf strcat strchr strcmp strcpy strcspn strlen strncat strncmp strncpy strpbrk strrchr strspn strstr tanh tan vfprintf vprintf vsprintf endl initializer_list unique_ptr",literal:"true false nullptr NULL"},n=[e,t.CLCM,t.CBCM,s,r];return{aliases:["c","cc","h","c++","h++","hpp"],k:c,i:"</",c:n.concat([i,{b:"\\b(deque|list|queue|stack|vector|map|set|bitset|multiset|multimap|unordered_map|unordered_set|unordered_multiset|unordered_multimap|array)\\s*<",e:">",k:c,c:["self",e]},{b:t.IR+"::",k:c},{v:[{b:/=/,e:/;/},{b:/\(/,e:/\)/},{bK:"new throw return else",e:/;/}],k:c,c:n.concat([{b:/\(/,e:/\)/,k:c,c:n.concat(["self"]),r:0}]),r:0},{cN:"function",b:"("+t.IR+"[\\*&\\s]+)+"+a,rB:!0,e:/[{;=]/,eE:!0,k:c,i:/[^\w\s\*&]/,c:[{b:a,rB:!0,c:[t.TM],r:0},{cN:"params",b:/\(/,e:/\)/,k:c,r:0,c:[t.CLCM,t.CBCM,r,s,e]},t.CLCM,t.CBCM,i]},{cN:"class",bK:"class struct",e:/[{;:]/,c:[{b:/</,e:/>/,c:["self"]},t.TM]}]),exports:{preprocessor:i,strings:r,k:c}}});hljs.registerLanguage("ruby",function(e){var b="[a-zA-Z_]\\w*[!?=]?|[-+~]\\@|<<|>>|=~|===?|<=>|[<>]=?|\\*\\*|[-/+%^&*~`|]|\\[\\]=?",r={keyword:"and then defined module in return redo if BEGIN retry end for self when next until do begin unless END rescue else break undef not super class case require yield alias while ensure elsif or include attr_reader attr_writer attr_accessor",literal:"true false nil"},c={cN:"doctag",b:"@[A-Za-z]+"},a={b:"#<",e:">"},s=[e.C("#","$",{c:[c]}),e.C("^\\=begin","^\\=end",{c:[c],r:10}),e.C("^__END__","\\n$")],n={cN:"subst",b:"#\\{",e:"}",k:r},t={cN:"string",c:[e.BE,n],v:[{b:/'/,e:/'/},{b:/"/,e:/"/},{b:/`/,e:/`/},{b:"%[qQwWx]?\\(",e:"\\)"},{b:"%[qQwWx]?\\[",e:"\\]"},{b:"%[qQwWx]?{",e:"}"},{b:"%[qQwWx]?<",e:">"},{b:"%[qQwWx]?/",e:"/"},{b:"%[qQwWx]?%",e:"%"},{b:"%[qQwWx]?-",e:"-"},{b:"%[qQwWx]?\\|",e:"\\|"},{b:/\B\?(\\\d{1,3}|\\x[A-Fa-f0-9]{1,2}|\\u[A-Fa-f0-9]{4}|\\?\S)\b/},{b:/<<(-?)\w+$/,e:/^\s*\w+$/}]},i={cN:"params",b:"\\(",e:"\\)",endsParent:!0,k:r},d=[t,a,{cN:"class",bK:"class module",e:"$|;",i:/=/,c:[e.inherit(e.TM,{b:"[A-Za-z_]\\w*(::\\w+)*(\\?|\\!)?"}),{b:"<\\s*",c:[{b:"("+e.IR+"::)?"+e.IR}]}].concat(s)},{cN:"function",bK:"def",e:"$|;",c:[e.inherit(e.TM,{b:b}),i].concat(s)},{b:e.IR+"::"},{cN:"symbol",b:e.UIR+"(\\!|\\?)?:",r:0},{cN:"symbol",b:":(?!\\s)",c:[t,{b:b}],r:0},{cN:"number",b:"(\\b0[0-7_]+)|(\\b0x[0-9a-fA-F_]+)|(\\b[1-9][0-9_]*(\\.[0-9_]+)?)|[0_]\\b",r:0},{b:"(\\$\\W)|((\\$|\\@\\@?)(\\w+))"},{cN:"params",b:/\|/,e:/\|/,k:r},{b:"("+e.RSR+"|unless)\\s*",k:"unless",c:[a,{cN:"regexp",c:[e.BE,n],i:/\n/,v:[{b:"/",e:"/[a-z]*"},{b:"%r{",e:"}[a-z]*"},{b:"%r\\(",e:"\\)[a-z]*"},{b:"%r!",e:"![a-z]*"},{b:"%r\\[",e:"\\][a-z]*"}]}].concat(s),r:0}].concat(s);n.c=d,i.c=d;var l="[>?]>",o="[\\w#]+\\(\\w+\\):\\d+:\\d+>",u="(\\w+-)?\\d+\\.\\d+\\.\\d(p\\d+)?[^>]+>",w=[{b:/^\s*=>/,starts:{e:"$",c:d}},{cN:"meta",b:"^("+l+"|"+o+"|"+u+")",starts:{e:"$",c:d}}];return{aliases:["rb","gemspec","podspec","thor","irb"],k:r,i:/\/\*/,c:s.concat(w).concat(d)}});hljs.registerLanguage("yaml",function(e){var b="true false yes no null",a="^[ \\-]*",r="[a-zA-Z_][\\w\\-]*",t={cN:"attr",v:[{b:a+r+":"},{b:a+'"'+r+'":'},{b:a+"'"+r+"':"}]},c={cN:"template-variable",v:[{b:"{{",e:"}}"},{b:"%{",e:"}"}]},l={cN:"string",r:0,v:[{b:/'/,e:/'/},{b:/"/,e:/"/},{b:/\S+/}],c:[e.BE,c]};return{cI:!0,aliases:["yml","YAML","yaml"],c:[t,{cN:"meta",b:"^---s*$",r:10},{cN:"string",b:"[\\|>] *$",rE:!0,c:l.c,e:t.v[0].b},{b:"<%[%=-]?",e:"[%-]?%>",sL:"ruby",eB:!0,eE:!0,r:0},{cN:"type",b:"!!"+e.UIR},{cN:"meta",b:"&"+e.UIR+"$"},{cN:"meta",b:"\\*"+e.UIR+"$"},{cN:"bullet",b:"^ *-",r:0},e.HCM,{bK:b,k:{literal:b}},e.CNM,l]}});hljs.registerLanguage("css",function(e){var c="[a-zA-Z-][a-zA-Z0-9_-]*",t={b:/[A-Z\_\.\-]+\s*:/,rB:!0,e:";",eW:!0,c:[{cN:"attribute",b:/\S/,e:":",eE:!0,starts:{eW:!0,eE:!0,c:[{b:/[\w-]+\(/,rB:!0,c:[{cN:"built_in",b:/[\w-]+/},{b:/\(/,e:/\)/,c:[e.ASM,e.QSM]}]},e.CSSNM,e.QSM,e.ASM,e.CBCM,{cN:"number",b:"#[0-9A-Fa-f]+"},{cN:"meta",b:"!important"}]}}]};return{cI:!0,i:/[=\/|'\$]/,c:[e.CBCM,{cN:"selector-id",b:/#[A-Za-z0-9_-]+/},{cN:"selector-class",b:/\.[A-Za-z0-9_-]+/},{cN:"selector-attr",b:/\[/,e:/\]/,i:"$"},{cN:"selector-pseudo",b:/:(:)?[a-zA-Z0-9\_\-\+\(\)"'.]+/},{b:"@(font-face|page)",l:"[a-z-]+",k:"font-face page"},{b:"@",e:"[{;]",i:/:/,c:[{cN:"keyword",b:/\w+/},{b:/\s/,eW:!0,eE:!0,r:0,c:[e.ASM,e.QSM,e.CSSNM]}]},{cN:"selector-tag",b:c,r:0},{b:"{",e:"}",i:/\S/,c:[e.CBCM,t]}]}});hljs.registerLanguage("fortran",function(e){var t={cN:"params",b:"\\(",e:"\\)"},n={literal:".False. .True.",keyword:"kind do while private call intrinsic where elsewhere type endtype endmodule endselect endinterface end enddo endif if forall endforall only contains default return stop then public subroutine|10 function program .and. .or. .not. .le. .eq. .ge. .gt. .lt. goto save else use module select case access blank direct exist file fmt form formatted iostat name named nextrec number opened rec recl sequential status unformatted unit continue format pause cycle exit c_null_char c_alert c_backspace c_form_feed flush wait decimal round iomsg synchronous nopass non_overridable pass protected volatile abstract extends import non_intrinsic value deferred generic final enumerator class associate bind enum c_int c_short c_long c_long_long c_signed_char c_size_t c_int8_t c_int16_t c_int32_t c_int64_t c_int_least8_t c_int_least16_t c_int_least32_t c_int_least64_t c_int_fast8_t c_int_fast16_t c_int_fast32_t c_int_fast64_t c_intmax_t C_intptr_t c_float c_double c_long_double c_float_complex c_double_complex c_long_double_complex c_bool c_char c_null_ptr c_null_funptr c_new_line c_carriage_return c_horizontal_tab c_vertical_tab iso_c_binding c_loc c_funloc c_associated  c_f_pointer c_ptr c_funptr iso_fortran_env character_storage_size error_unit file_storage_size input_unit iostat_end iostat_eor numeric_storage_size output_unit c_f_procpointer ieee_arithmetic ieee_support_underflow_control ieee_get_underflow_mode ieee_set_underflow_mode newunit contiguous recursive pad position action delim readwrite eor advance nml interface procedure namelist include sequence elemental pure integer real character complex logical dimension allocatable|10 parameter external implicit|10 none double precision assign intent optional pointer target in out common equivalence data",built_in:"alog alog10 amax0 amax1 amin0 amin1 amod cabs ccos cexp clog csin csqrt dabs dacos dasin datan datan2 dcos dcosh ddim dexp dint dlog dlog10 dmax1 dmin1 dmod dnint dsign dsin dsinh dsqrt dtan dtanh float iabs idim idint idnint ifix isign max0 max1 min0 min1 sngl algama cdabs cdcos cdexp cdlog cdsin cdsqrt cqabs cqcos cqexp cqlog cqsin cqsqrt dcmplx dconjg derf derfc dfloat dgamma dimag dlgama iqint qabs qacos qasin qatan qatan2 qcmplx qconjg qcos qcosh qdim qerf qerfc qexp qgamma qimag qlgama qlog qlog10 qmax1 qmin1 qmod qnint qsign qsin qsinh qsqrt qtan qtanh abs acos aimag aint anint asin atan atan2 char cmplx conjg cos cosh exp ichar index int log log10 max min nint sign sin sinh sqrt tan tanh print write dim lge lgt lle llt mod nullify allocate deallocate adjustl adjustr all allocated any associated bit_size btest ceiling count cshift date_and_time digits dot_product eoshift epsilon exponent floor fraction huge iand ibclr ibits ibset ieor ior ishft ishftc lbound len_trim matmul maxexponent maxloc maxval merge minexponent minloc minval modulo mvbits nearest pack present product radix random_number random_seed range repeat reshape rrspacing scale scan selected_int_kind selected_real_kind set_exponent shape size spacing spread sum system_clock tiny transpose trim ubound unpack verify achar iachar transfer dble entry dprod cpu_time command_argument_count get_command get_command_argument get_environment_variable is_iostat_end ieee_arithmetic ieee_support_underflow_control ieee_get_underflow_mode ieee_set_underflow_mode is_iostat_eor move_alloc new_line selected_char_kind same_type_as extends_type_ofacosh asinh atanh bessel_j0 bessel_j1 bessel_jn bessel_y0 bessel_y1 bessel_yn erf erfc erfc_scaled gamma log_gamma hypot norm2 atomic_define atomic_ref execute_command_line leadz trailz storage_size merge_bits bge bgt ble blt dshiftl dshiftr findloc iall iany iparity image_index lcobound ucobound maskl maskr num_images parity popcnt poppar shifta shiftl shiftr this_image"};return{cI:!0,aliases:["f90","f95"],k:n,i:/\/\*/,c:[e.inherit(e.ASM,{cN:"string",r:0}),e.inherit(e.QSM,{cN:"string",r:0}),{cN:"function",bK:"subroutine function program",i:"[${=\\n]",c:[e.UTM,t]},e.C("!","$",{r:0}),{cN:"number",b:"(?=\\b|\\+|\\-|\\.)(?=\\.\\d|\\d)(?:\\d+)?(?:\\.?\\d*)(?:[de][+-]?\\d+)?\\b\\.?",r:0}]}});hljs.registerLanguage("awk",function(e){var r={cN:"variable",v:[{b:/\$[\w\d#@][\w\d_]*/},{b:/\$\{(.*?)}/}]},b="BEGIN END if else while do for in break continue delete next nextfile function func exit|10",n={cN:"string",c:[e.BE],v:[{b:/(u|b)?r?'''/,e:/'''/,r:10},{b:/(u|b)?r?"""/,e:/"""/,r:10},{b:/(u|r|ur)'/,e:/'/,r:10},{b:/(u|r|ur)"/,e:/"/,r:10},{b:/(b|br)'/,e:/'/},{b:/(b|br)"/,e:/"/},e.ASM,e.QSM]};return{k:{keyword:b},c:[r,n,e.RM,e.HCM,e.NM]}});hljs.registerLanguage("makefile",function(e){var i={cN:"variable",v:[{b:"\\$\\("+e.UIR+"\\)",c:[e.BE]},{b:/\$[@%<?\^\+\*]/}]},r={cN:"string",b:/"/,e:/"/,c:[e.BE,i]},a={cN:"variable",b:/\$\([\w-]+\s/,e:/\)/,k:{built_in:"subst patsubst strip findstring filter filter-out sort word wordlist firstword lastword dir notdir suffix basename addsuffix addprefix join wildcard realpath abspath error warning shell origin flavor foreach if or and call eval file value"},c:[i]},n={b:"^"+e.UIR+"\\s*[:+?]?=",i:"\\n",rB:!0,c:[{b:"^"+e.UIR,e:"[:+?]?=",eE:!0}]},t={cN:"meta",b:/^\.PHONY:/,e:/$/,k:{"meta-keyword":".PHONY"},l:/[\.\w]+/},l={cN:"section",b:/^[^\s]+:/,e:/$/,c:[i]};return{aliases:["mk","mak"],k:"define endef undefine ifdef ifndef ifeq ifneq else endif include -include sinclude override export unexport private vpath",l:/[\w-]+/,c:[e.HCM,i,r,a,n,t,l]}});hljs.registerLanguage("java",function(e){var a="[À-ʸa-zA-Z_$][À-ʸa-zA-Z_$0-9]*",t=a+"(<"+a+"(\\s*,\\s*"+a+")*>)?",r="false synchronized int abstract float private char boolean static null if const for true while long strictfp finally protected import native final void enum else break transient catch instanceof byte super volatile case assert short package default double public try this switch continue throws protected public private module requires exports do",s="\\b(0[bB]([01]+[01_]+[01]+|[01]+)|0[xX]([a-fA-F0-9]+[a-fA-F0-9_]+[a-fA-F0-9]+|[a-fA-F0-9]+)|(([\\d]+[\\d_]+[\\d]+|[\\d]+)(\\.([\\d]+[\\d_]+[\\d]+|[\\d]+))?|\\.([\\d]+[\\d_]+[\\d]+|[\\d]+))([eE][-+]?\\d+)?)[lLfF]?",c={cN:"number",b:s,r:0};return{aliases:["jsp"],k:r,i:/<\/|#/,c:[e.C("/\\*\\*","\\*/",{r:0,c:[{b:/\w+@/,r:0},{cN:"doctag",b:"@[A-Za-z]+"}]}),e.CLCM,e.CBCM,e.ASM,e.QSM,{cN:"class",bK:"class interface",e:/[{;=]/,eE:!0,k:"class interface",i:/[:"\[\]]/,c:[{bK:"extends implements"},e.UTM]},{bK:"new throw return else",r:0},{cN:"function",b:"("+t+"\\s+)+"+e.UIR+"\\s*\\(",rB:!0,e:/[{;=]/,eE:!0,k:r,c:[{b:e.UIR+"\\s*\\(",rB:!0,r:0,c:[e.UTM]},{cN:"params",b:/\(/,e:/\)/,k:r,r:0,c:[e.ASM,e.QSM,e.CNM,e.CBCM]},e.CLCM,e.CBCM]},c,{cN:"meta",b:"@[A-Za-z]+"}]}});hljs.registerLanguage("stan",function(e){return{c:[e.HCM,e.CLCM,e.CBCM,{b:e.UIR,l:e.UIR,k:{name:"for in while repeat until if then else",symbol:"bernoulli bernoulli_logit binomial binomial_logit beta_binomial hypergeometric categorical categorical_logit ordered_logistic neg_binomial neg_binomial_2 neg_binomial_2_log poisson poisson_log multinomial normal exp_mod_normal skew_normal student_t cauchy double_exponential logistic gumbel lognormal chi_square inv_chi_square scaled_inv_chi_square exponential inv_gamma weibull frechet rayleigh wiener pareto pareto_type_2 von_mises uniform multi_normal multi_normal_prec multi_normal_cholesky multi_gp multi_gp_cholesky multi_student_t gaussian_dlm_obs dirichlet lkj_corr lkj_corr_cholesky wishart inv_wishart","selector-tag":"int real vector simplex unit_vector ordered positive_ordered row_vector matrix cholesky_factor_corr cholesky_factor_cov corr_matrix cov_matrix",title:"functions model data parameters quantities transformed generated",literal:"true false"},r:0},{cN:"number",b:"0[xX][0-9a-fA-F]+[Li]?\\b",r:0},{cN:"number",b:"0[xX][0-9a-fA-F]+[Li]?\\b",r:0},{cN:"number",b:"\\d+(?:[eE][+\\-]?\\d*)?L\\b",r:0},{cN:"number",b:"\\d+\\.(?!\\d)(?:i\\b)?",r:0},{cN:"number",b:"\\d+(?:\\.\\d*)?(?:[eE][+\\-]?\\d*)?i?\\b",r:0},{cN:"number",b:"\\.\\d+(?:[eE][+\\-]?\\d*)?i?\\b",r:0}]}});hljs.registerLanguage("javascript",function(e){var r="[A-Za-z$_][0-9A-Za-z$_]*",t={keyword:"in of if for while finally var new function do return void else break catch instanceof with throw case default try this switch continue typeof delete let yield const export super debugger as async await static import from as",literal:"true false null undefined NaN Infinity",built_in:"eval isFinite isNaN parseFloat parseInt decodeURI decodeURIComponent encodeURI encodeURIComponent escape unescape Object Function Boolean Error EvalError InternalError RangeError ReferenceError StopIteration SyntaxError TypeError URIError Number Math Date String RegExp Array Float32Array Float64Array Int16Array Int32Array Int8Array Uint16Array Uint32Array Uint8Array Uint8ClampedArray ArrayBuffer DataView JSON Intl arguments require module console window document Symbol Set Map WeakSet WeakMap Proxy Reflect Promise"},a={cN:"number",v:[{b:"\\b(0[bB][01]+)"},{b:"\\b(0[oO][0-7]+)"},{b:e.CNR}],r:0},n={cN:"subst",b:"\\$\\{",e:"\\}",k:t,c:[]},c={cN:"string",b:"`",e:"`",c:[e.BE,n]};n.c=[e.ASM,e.QSM,c,a,e.RM];var s=n.c.concat([e.CBCM,e.CLCM]);return{aliases:["js","jsx"],k:t,c:[{cN:"meta",r:10,b:/^\s*['"]use (strict|asm)['"]/},{cN:"meta",b:/^#!/,e:/$/},e.ASM,e.QSM,c,e.CLCM,e.CBCM,a,{b:/[{,]\s*/,r:0,c:[{b:r+"\\s*:",rB:!0,r:0,c:[{cN:"attr",b:r,r:0}]}]},{b:"("+e.RSR+"|\\b(case|return|throw)\\b)\\s*",k:"return throw case",c:[e.CLCM,e.CBCM,e.RM,{cN:"function",b:"(\\(.*?\\)|"+r+")\\s*=>",rB:!0,e:"\\s*=>",c:[{cN:"params",v:[{b:r},{b:/\(\s*\)/},{b:/\(/,e:/\)/,eB:!0,eE:!0,k:t,c:s}]}]},{b:/</,e:/(\/\w+|\w+\/)>/,sL:"xml",c:[{b:/<\w+\s*\/>/,skip:!0},{b:/<\w+/,e:/(\/\w+|\w+\/)>/,skip:!0,c:[{b:/<\w+\s*\/>/,skip:!0},"self"]}]}],r:0},{cN:"function",bK:"function",e:/\{/,eE:!0,c:[e.inherit(e.TM,{b:r}),{cN:"params",b:/\(/,e:/\)/,eB:!0,eE:!0,c:s}],i:/\[|%/},{b:/\$[(.]/},e.METHOD_GUARD,{cN:"class",bK:"class",e:/[{;=]/,eE:!0,i:/[:"\[\]]/,c:[{bK:"extends"},e.UTM]},{bK:"constructor",e:/\{/,eE:!0}],i:/#(?!!)/}});hljs.registerLanguage("tex",function(c){var e={cN:"tag",b:/\\/,r:0,c:[{cN:"name",v:[{b:/[a-zA-Zа-яА-я]+[*]?/},{b:/[^a-zA-Zа-яА-я0-9]/}],starts:{eW:!0,r:0,c:[{cN:"string",v:[{b:/\[/,e:/\]/},{b:/\{/,e:/\}/}]},{b:/\s*=\s*/,eW:!0,r:0,c:[{cN:"number",b:/-?\d*\.?\d+(pt|pc|mm|cm|in|dd|cc|ex|em)?/}]}]}}]};return{c:[e,{cN:"formula",c:[e],r:0,v:[{b:/\$\$/,e:/\$\$/},{b:/\$/,e:/\$/}]},c.C("%","$",{r:0})]}});hljs.registerLanguage("xml",function(s){var e="[A-Za-z0-9\\._:-]+",t={eW:!0,i:/</,r:0,c:[{cN:"attr",b:e,r:0},{b:/=\s*/,r:0,c:[{cN:"string",endsParent:!0,v:[{b:/"/,e:/"/},{b:/'/,e:/'/},{b:/[^\s"'=<>`]+/}]}]}]};return{aliases:["html","xhtml","rss","atom","xjb","xsd","xsl","plist"],cI:!0,c:[{cN:"meta",b:"<!DOCTYPE",e:">",r:10,c:[{b:"\\[",e:"\\]"}]},s.C("<!--","-->",{r:10}),{b:"<\\!\\[CDATA\\[",e:"\\]\\]>",r:10},{b:/<\?(php)?/,e:/\?>/,sL:"php",c:[{b:"/\\*",e:"\\*/",skip:!0}]},{cN:"tag",b:"<style(?=\\s|>|$)",e:">",k:{name:"style"},c:[t],starts:{e:"</style>",rE:!0,sL:["css","xml"]}},{cN:"tag",b:"<script(?=\\s|>|$)",e:">",k:{name:"script"},c:[t],starts:{e:"</script>",rE:!0,sL:["actionscript","javascript","handlebars","xml"]}},{cN:"meta",v:[{b:/<\?xml/,e:/\?>/,r:10},{b:/<\?\w+/,e:/\?>/}]},{cN:"tag",b:"</?",e:"/?>",c:[{cN:"name",b:/[^\/><\s]+/,r:0},t]}]}});hljs.registerLanguage("markdown",function(e){return{aliases:["md","mkdown","mkd"],c:[{cN:"section",v:[{b:"^#{1,6}",e:"$"},{b:"^.+?\\n[=-]{2,}$"}]},{b:"<",e:">",sL:"xml",r:0},{cN:"bullet",b:"^([*+-]|(\\d+\\.))\\s+"},{cN:"strong",b:"[*_]{2}.+?[*_]{2}"},{cN:"emphasis",v:[{b:"\\*.+?\\*"},{b:"_.+?_",r:0}]},{cN:"quote",b:"^>\\s+",e:"$"},{cN:"code",v:[{b:"^```w*s*$",e:"^```s*$"},{b:"`.+?`"},{b:"^( {4}|	)",e:"$",r:0}]},{b:"^[-\\*]{3,}",e:"$"},{b:"\\[.+?\\][\\(\\[].*?[\\)\\]]",rB:!0,c:[{cN:"string",b:"\\[",e:"\\]",eB:!0,rE:!0,r:0},{cN:"link",b:"\\]\\(",e:"\\)",eB:!0,eE:!0},{cN:"symbol",b:"\\]\\[",e:"\\]",eB:!0,eE:!0}],r:10},{b:/^\[[^\n]+\]:/,rB:!0,c:[{cN:"symbol",b:/\[/,e:/\]/,eB:!0,eE:!0},{cN:"link",b:/:\s*/,e:/$/,eB:!0}]}]}});hljs.registerLanguage("json",function(e){var i={literal:"true false null"},n=[e.QSM,e.CNM],r={e:",",eW:!0,eE:!0,c:n,k:i},t={b:"{",e:"}",c:[{cN:"attr",b:/"/,e:/"/,c:[e.BE],i:"\\n"},e.inherit(r,{b:/:/})],i:"\\S"},c={b:"\\[",e:"\\]",c:[e.inherit(r)],i:"\\S"};return n.splice(n.length,0,t,c),{c:n,k:i,i:"\\S"}});"></script> <link href="data:text/css,%2Epagedtable%20%7B%0Aoverflow%3A%20auto%3B%0Apadding%2Dleft%3A%208px%3B%0Apadding%2Dright%3A%208px%3B%0A%7D%0A%2Epagedtable%2Dwrapper%20%7B%0Aborder%3A%201px%20solid%20%23ccc%3B%0Aborder%2Dradius%3A%204px%3B%0Amargin%2Dbottom%3A%2010px%3B%0A%7D%0A%2Epagedtable%20table%20%7B%0Awidth%3A%20100%25%3B%0Amax%2Dwidth%3A%20100%25%3B%0Amargin%3A%200%3B%0A%7D%0A%2Epagedtable%20th%20%7B%0Apadding%3A%200%205px%200%205px%3B%0Aborder%3A%20none%3B%0Aborder%2Dbottom%3A%202px%20solid%20%23dddddd%3B%0Amin%2Dwidth%3A%2045px%3B%0A%7D%0A%2Epagedtable%2Dempty%20th%20%7B%0Adisplay%3A%20none%3B%0A%7D%0A%2Epagedtable%20td%20%7B%0Apadding%3A%200%204px%200%204px%3B%0A%7D%0A%2Epagedtable%20%2Eeven%20%7B%0Abackground%2Dcolor%3A%20rgba%28140%2C%20140%2C%20140%2C%200%2E1%29%3B%0A%7D%0A%2Epagedtable%2Dpadding%2Dcol%20%7B%0Adisplay%3A%20none%3B%0A%7D%0A%2Epagedtable%20a%20%7B%0A%2Dwebkit%2Dtouch%2Dcallout%3A%20none%3B%0A%2Dwebkit%2Duser%2Dselect%3A%20none%3B%0A%2Dkhtml%2Duser%2Dselect%3A%20none%3B%0A%2Dmoz%2Duser%2Dselect%3A%20none%3B%0A%2Dms%2Duser%2Dselect%3A%20none%3B%0Auser%2Dselect%3A%20none%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dnav%20%7B%0Acursor%3A%20pointer%3B%0Apadding%3A%200%205px%200%205px%3B%0Afloat%3A%20right%3B%0Aborder%3A%200%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dnav%2Ddisabled%20%7B%0Acursor%3A%20default%3B%0Atext%2Ddecoration%3A%20none%3B%0Acolor%3A%20%23999%3B%0A%7D%0Aa%2Epagedtable%2Dindex%2Dnav%2Ddisabled%3Ahover%20%7B%0Atext%2Ddecoration%3A%20none%3B%0Acolor%3A%20%23999%3B%0A%7D%0A%2Epagedtable%2Dindexes%20%7B%0Acursor%3A%20pointer%3B%0Afloat%3A%20right%3B%0Aborder%3A%200%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dcurrent%20%7B%0Acursor%3A%20default%3B%0Atext%2Ddecoration%3A%20none%3B%0Afont%2Dweight%3A%20bold%3B%0Acolor%3A%20%23333%3B%0Aborder%3A%200%3B%0A%7D%0Aa%2Epagedtable%2Dindex%2Dcurrent%3Ahover%20%7B%0Atext%2Ddecoration%3A%20none%3B%0Afont%2Dweight%3A%20bold%3B%0Acolor%3A%20%23333%3B%0A%7D%0A%2Epagedtable%2Dindex%20%7B%0Awidth%3A%2030px%3B%0Adisplay%3A%20inline%2Dblock%3B%0Atext%2Dalign%3A%20center%3B%0Aborder%3A%200%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dseparator%2Dleft%20%7B%0Adisplay%3A%20inline%2Dblock%3B%0Acolor%3A%20%23333%3B%0Afont%2Dsize%3A%209px%3B%0Apadding%3A%200%200%200%200%3B%0Acursor%3A%20default%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dseparator%2Dright%20%7B%0Adisplay%3A%20inline%2Dblock%3B%0Acolor%3A%20%23333%3B%0Afont%2Dsize%3A%209px%3B%0Apadding%3A%200%204px%200%200%3B%0Acursor%3A%20default%3B%0A%7D%0A%2Epagedtable%2Dfooter%20%7B%0Apadding%2Dtop%3A%204px%3B%0Apadding%2Dbottom%3A%205px%3B%0A%7D%0A%2Epagedtable%2Dnot%2Dempty%20%2Epagedtable%2Dfooter%20%7B%0Aborder%2Dtop%3A%202px%20solid%20%23dddddd%3B%0A%7D%0A%2Epagedtable%2Dinfo%20%7B%0Aoverflow%3A%20hidden%3B%0Acolor%3A%20%23999%3B%0Awhite%2Dspace%3A%20nowrap%3B%0Atext%2Doverflow%3A%20ellipsis%3B%0A%7D%0A%2Epagedtable%2Dheader%2Dname%20%7B%0Aoverflow%3A%20hidden%3B%0Atext%2Doverflow%3A%20ellipsis%3B%0A%7D%0A%2Epagedtable%2Dheader%2Dtype%20%7B%0Acolor%3A%20%23999%3B%0Afont%2Dweight%3A%20400%3B%0A%7D%0A%2Epagedtable%2Dna%2Dcell%20%7B%0Afont%2Dstyle%3A%20italic%3B%0Aopacity%3A%200%2E3%3B%0A%7D%0A" rel="stylesheet" /> <script src="data:application/javascript;base64,// Production steps of ECMA-262, Edition 5, 15.4.4.18
// Reference: http://es5.github.io/#x15.4.4.18
if (!Array.prototype.forEach) {

  Array.prototype.forEach = function(callback, thisArg) {

    var T, k;

    if (this === null) {
      throw new TypeError(' this is null or not defined');
    }

    // 1. Let O be the result of calling toObject() passing the
    // |this| value as the argument.
    var O = Object(this);

    // 2. Let lenValue be the result of calling the Get() internal
    // method of O with the argument "length".
    // 3. Let len be toUint32(lenValue).
    var len = O.length >>> 0;

    // 4. If isCallable(callback) is false, throw a TypeError exception.
    // See: http://es5.github.com/#x9.11
    if (typeof callback !== "function") {
      throw new TypeError(callback + ' is not a function');
    }

    // 5. If thisArg was supplied, let T be thisArg; else let
    // T be undefined.
    if (arguments.length > 1) {
      T = thisArg;
    }

    // 6. Let k be 0
    k = 0;

    // 7. Repeat, while k < len
    while (k < len) {

      var kValue;

      // a. Let Pk be ToString(k).
      //    This is implicit for LHS operands of the in operator
      // b. Let kPresent be the result of calling the HasProperty
      //    internal method of O with argument Pk.
      //    This step can be combined with c
      // c. If kPresent is true, then
      if (k in O) {

        // i. Let kValue be the result of calling the Get internal
        // method of O with argument Pk.
        kValue = O[k];

        // ii. Call the Call internal method of callback with T as
        // the this value and argument list containing kValue, k, and O.
        callback.call(T, kValue, k, O);
      }
      // d. Increase k by 1.
      k++;
    }
    // 8. return undefined
  };
}

// Production steps of ECMA-262, Edition 5, 15.4.4.19
// Reference: http://es5.github.io/#x15.4.4.19
if (!Array.prototype.map) {

  Array.prototype.map = function(callback, thisArg) {

    var T, A, k;

    if (this == null) {
      throw new TypeError(' this is null or not defined');
    }

    // 1. Let O be the result of calling ToObject passing the |this|
    //    value as the argument.
    var O = Object(this);

    // 2. Let lenValue be the result of calling the Get internal
    //    method of O with the argument "length".
    // 3. Let len be ToUint32(lenValue).
    var len = O.length >>> 0;

    // 4. If IsCallable(callback) is false, throw a TypeError exception.
    // See: http://es5.github.com/#x9.11
    if (typeof callback !== 'function') {
      throw new TypeError(callback + ' is not a function');
    }

    // 5. If thisArg was supplied, let T be thisArg; else let T be undefined.
    if (arguments.length > 1) {
      T = thisArg;
    }

    // 6. Let A be a new array created as if by the expression new Array(len)
    //    where Array is the standard built-in constructor with that name and
    //    len is the value of len.
    A = new Array(len);

    // 7. Let k be 0
    k = 0;

    // 8. Repeat, while k < len
    while (k < len) {

      var kValue, mappedValue;

      // a. Let Pk be ToString(k).
      //   This is implicit for LHS operands of the in operator
      // b. Let kPresent be the result of calling the HasProperty internal
      //    method of O with argument Pk.
      //   This step can be combined with c
      // c. If kPresent is true, then
      if (k in O) {

        // i. Let kValue be the result of calling the Get internal
        //    method of O with argument Pk.
        kValue = O[k];

        // ii. Let mappedValue be the result of calling the Call internal
        //     method of callback with T as the this value and argument
        //     list containing kValue, k, and O.
        mappedValue = callback.call(T, kValue, k, O);

        // iii. Call the DefineOwnProperty internal method of A with arguments
        // Pk, Property Descriptor
        // { Value: mappedValue,
        //   Writable: true,
        //   Enumerable: true,
        //   Configurable: true },
        // and false.

        // In browsers that support Object.defineProperty, use the following:
        // Object.defineProperty(A, k, {
        //   value: mappedValue,
        //   writable: true,
        //   enumerable: true,
        //   configurable: true
        // });

        // For best browser support, use the following:
        A[k] = mappedValue;
      }
      // d. Increase k by 1.
      k++;
    }

    // 9. return A
    return A;
  };
}

var PagedTable = function (pagedTable) {
  var me = this;

  var source = function(pagedTable) {
    var sourceElems = [].slice.call(pagedTable.children).filter(function(e) {
      return e.hasAttribute("data-pagedtable-source");
    });

    if (sourceElems === null || sourceElems.length !== 1) {
      throw("A single data-pagedtable-source was not found");
    }

    return JSON.parse(sourceElems[0].innerHTML);
  }(pagedTable);

  var options = function(source) {
    var options = typeof(source.options) !== "undefined" &&
      source.options !== null ? source.options : {};

    var columns = typeof(options.columns) !== "undefined" ? options.columns : {};
    var rows = typeof(options.rows) !== "undefined" ? options.rows : {};

    var positiveIntOrNull = function(value) {
      return parseInt(value) >= 0 ? parseInt(value) : null;
    };

    return {
      pages: positiveIntOrNull(options.pages),
      rows: {
        min: positiveIntOrNull(rows.min),
        max: positiveIntOrNull(rows.max),
        total: positiveIntOrNull(rows.total)
      },
      columns: {
        min: positiveIntOrNull(columns.min),
        max: positiveIntOrNull(columns.max),
        total: positiveIntOrNull(columns.total)
      }
    };
  }(source);

  var Measurer = function() {

    // set some default initial values that will get adjusted in runtime
    me.measures = {
      padding: 12,
      character: 8,
      height: 15,
      defaults: true
    };

    me.calculate = function(measuresCell) {
      if (!me.measures.defaults)
        return;

      var measuresCellStyle = window.getComputedStyle(measuresCell, null);

      var newPadding = parsePadding(measuresCellStyle.paddingLeft) +
            parsePadding(measuresCellStyle.paddingRight);

      var sampleString = "ABCDEFGHIJ0123456789";
      var newCharacter = Math.ceil(measuresCell.clientWidth / sampleString.length);

      if (newPadding <= 0 || newCharacter <= 0)
        return;

      me.measures.padding = newPadding;
      me.measures.character = newCharacter;
      me.measures.height = measuresCell.clientHeight;
      me.measures.defaults = false;
    };

    return me;
  };

  var Page = function(data, options) {
    var me = this;

    var defaults = {
      max: 7,
      rows: 10
    };

    var totalPages = function() {
      return Math.ceil(data.length / me.rows);
    };

    me.number = 0;
    me.max = options.pages !== null ? options.pages : defaults.max;
    me.visible = me.max;
    me.rows = options.rows.min !== null ? options.rows.min : defaults.rows;
    me.total = totalPages();

    me.setRows = function(newRows) {
      me.rows = newRows;
      me.total = totalPages();
    };

    me.setPageNumber = function(newPageNumber) {
      if (newPageNumber < 0) newPageNumber = 0;
      if (newPageNumber >= me.total) newPageNumber = me.total - 1;

      me.number = newPageNumber;
    };

    me.setVisiblePages = function(visiblePages) {
      me.visible = Math.min(me.max, visiblePages);
      me.setPageNumber(me.number);
    };

    me.getVisiblePageRange = function() {
      var start = me.number - Math.max(Math.floor((me.visible - 1) / 2), 0);
      var end = me.number + Math.floor(me.visible / 2) + 1;
      var pageCount = me.total;

      if (start < 0) {
        var diffToStart = 0 - start;
        start += diffToStart;
        end += diffToStart;
      }

      if (end > pageCount) {
        var diffToEnd = end - pageCount;
        start -= diffToEnd;
        end -= diffToEnd;
      }

      start = start < 0 ? 0 : start;
      end = end >= pageCount ? pageCount : end;

      var first = false;
      var last = false;

      if (start > 0 && me.visible > 1) {
        start = start + 1;
        first = true;
      }

      if (end < pageCount && me.visible > 2) {
        end = end - 1;
        last = true;
      }

      return {
        first: first,
        start: start,
        end: end,
        last: last
      };
    };

    me.getRowStart = function() {
      var rowStart = page.number * page.rows;
      if (rowStart < 0)
        rowStart = 0;

      return rowStart;
    };

    me.getRowEnd = function() {
      var rowStart = me.getRowStart();
      return Math.min(rowStart + me.rows, data.length);
    };

    me.getPaddingRows = function() {
      var rowStart = me.getRowStart();
      var rowEnd = me.getRowEnd();
      return data.length > me.rows ? me.rows - (rowEnd - rowStart) : 0;
    };
  };

  var Columns = function(data, columns, options) {
    var me = this;

    me.defaults = {
      min: 5
    };

    me.number = 0;
    me.visible = 0;
    me.total = columns.length;
    me.subset = [];
    me.padding = 0;
    me.min = options.columns.min !== null ? options.columns.min : me.defaults.min;
    me.max = options.columns.max !== null ? options.columns.max : null;
    me.widths = {};

    var widthsLookAhead = Math.max(100, options.rows.min);
    var paddingColChars = 10;

    me.emptyNames = function() {
      columns.forEach(function(column) {
        if (columns.label !== null && columns.label !== "")
          return false;
      });

      return true;
    };

    var parsePadding = function(value) {
      return parseInt(value) >= 0 ? parseInt(value) : 0;
    };

    me.calculateWidths = function(measures) {
      columns.forEach(function(column) {
        var maxChars = Math.max(
          column.label.toString().length,
          column.type.toString().length
        );

        for (var idxRow = 0; idxRow < Math.min(widthsLookAhead, data.length); idxRow++) {
          maxChars = Math.max(maxChars, data[idxRow][column.name.toString()].length);
        }

        me.widths[column.name] = {
          // width in characters
          chars: maxChars,
          // width for the inner html columns
          inner: maxChars * measures.character,
          // width adding outer styles like padding
          outer: maxChars * measures.character + measures.padding
        };
      });
    };

    me.getWidth = function() {
      var widthOuter = 0;
      for (var idxCol = 0; idxCol < me.subset.length; idxCol++) {
        var columnName = me.subset[idxCol].name;
        widthOuter = widthOuter + me.widths[columnName].outer;
      }

      widthOuter = widthOuter + me.padding * paddingColChars * measurer.measures.character;

      if (me.hasMoreLeftColumns()) {
        widthOuter = widthOuter + columnNavigationWidthPX + measurer.measures.padding;
      }

      if (me.hasMoreRightColumns()) {
        widthOuter = widthOuter + columnNavigationWidthPX + measurer.measures.padding;
      }

      return widthOuter;
    };

    me.updateSlice = function() {
      if (me.number + me.visible >= me.total)
        me.number = me.total - me.visible;

      if (me.number < 0) me.number = 0;

      me.subset = columns.slice(me.number, Math.min(me.number + me.visible, me.total));

      me.subset = me.subset.map(function(column) {
        Object.keys(column).forEach(function(colKey) {
          column[colKey] = column[colKey] === null ? "" : column[colKey].toString();
        });

        column.width = null;
        return column;
      });
    };

    me.setVisibleColumns = function(columnNumber, newVisibleColumns, paddingCount) {
      me.number = columnNumber;
      me.visible = newVisibleColumns;
      me.padding = paddingCount;

      me.updateSlice();
    };

    me.incColumnNumber = function(increment) {
      me.number = me.number + increment;
    };

    me.setColumnNumber = function(newNumber) {
      me.number = newNumber;
    };

    me.setPaddingCount = function(newPadding) {
      me.padding = newPadding;
    };

    me.getPaddingCount = function() {
      return me.padding;
    };

    me.hasMoreLeftColumns = function() {
      return me.number > 0;
    };

    me.hasMoreRightColumns = function() {
      return me.number + me.visible < me.total;
    };

    me.updateSlice(0);
    return me;
  };

  var data = source.data;
  var page = new Page(data, options);
  var measurer = new Measurer(data, options);
  var columns = new Columns(data, source.columns, options);

  var table = null;
  var tableDiv = null;
  var header = null;
  var footer = null;
  var tbody = null;

  // Caches pagedTable.clientWidth, specially for webkit
  var cachedPagedTableClientWidth = null;

  var onChangeCallbacks = [];

  var clearSelection = function() {
    if(document.selection && document.selection.empty) {
      document.selection.empty();
    } else if(window.getSelection) {
      var sel = window.getSelection();
      sel.removeAllRanges();
    }
  };

  var columnNavigationWidthPX = 5;

  var renderColumnNavigation = function(increment, backwards) {
    var arrow = document.createElement("div");
    arrow.setAttribute("style",
      "border-top: " + columnNavigationWidthPX + "px solid transparent;" +
      "border-bottom: " + columnNavigationWidthPX + "px solid transparent;" +
      "border-" + (backwards ? "right" : "left") + ": " + columnNavigationWidthPX + "px solid;");

    var header = document.createElement("th");
    header.appendChild(arrow);
    header.setAttribute("style",
      "cursor: pointer;" +
      "vertical-align: middle;" +
      "min-width: " + columnNavigationWidthPX + "px;" +
      "width: " + columnNavigationWidthPX + "px;");

    header.onclick = function() {
      columns.incColumnNumber(backwards ? -1 : increment);

      me.animateColumns(backwards);
      renderFooter();

      clearSelection();
      triggerOnChange();
    };

    return header;
  };

  var maxColumnWidth = function(width) {
    var padding = 80;
    var columnMax = Math.max(cachedPagedTableClientWidth - padding, 0);

    return parseInt(width) > 0 ?
      Math.min(columnMax, parseInt(width)) + "px" :
      columnMax + "px";
  };

  var clearHeader = function() {
    var thead = pagedTable.querySelectorAll("thead")[0];
    thead.innerHTML = "";
  };

  var renderHeader = function(clear) {
    cachedPagedTableClientWidth = pagedTable.clientWidth;

    var fragment = document.createDocumentFragment();

    header = document.createElement("tr");
    fragment.appendChild(header);

    if (columns.number > 0)
      header.appendChild(renderColumnNavigation(-columns.visible, true));

    columns.subset = columns.subset.map(function(columnData) {
      var column = document.createElement("th");
      column.setAttribute("align", columnData.align);
      column.style.textAlign = columnData.align;

      column.style.maxWidth = maxColumnWidth(null);
      if (columnData.width) {
        column.style.minWidth =
          column.style.maxWidth = maxColumnWidth(columnData.width);
      }

      var columnName = document.createElement("div");
      columnName.setAttribute("class", "pagedtable-header-name");
      if (columnData.label === "") {
        columnName.innerHTML = "&nbsp;";
      }
      else {
        columnName.appendChild(document.createTextNode(columnData.label));
      }
      column.appendChild(columnName);

      var columnType = document.createElement("div");
      columnType.setAttribute("class", "pagedtable-header-type");
      if (columnData.type === "") {
        columnType.innerHTML = "&nbsp;";
      }
      else {
        columnType.appendChild(document.createTextNode("<" + columnData.type + ">"));
      }
      column.appendChild(columnType);

      header.appendChild(column);

      columnData.element = column;

      return columnData;
    });

    for (var idx = 0; idx < columns.getPaddingCount(); idx++) {
      var paddingCol = document.createElement("th");
      paddingCol.setAttribute("class", "pagedtable-padding-col");
      header.appendChild(paddingCol);
    }

    if (columns.number + columns.visible < columns.total)
      header.appendChild(renderColumnNavigation(columns.visible, false));

    if (typeof(clear) == "undefined" || clear) clearHeader();
    var thead = pagedTable.querySelectorAll("thead")[0];
    thead.appendChild(fragment);
  };

  me.animateColumns = function(backwards) {
    var thead = pagedTable.querySelectorAll("thead")[0];

    var headerOld = thead.querySelectorAll("tr")[0];
    var tbodyOld = table.querySelectorAll("tbody")[0];

    me.fitColumns(backwards);

    renderHeader(false);

    header.style.opacity = "0";
    header.style.transform = backwards ? "translateX(-30px)" : "translateX(30px)";
    header.style.transition = "transform 200ms linear, opacity 200ms";
    header.style.transitionDelay = "0";

    renderBody(false);

    if (headerOld) {
      headerOld.style.position = "absolute";
      headerOld.style.transform = "translateX(0px)";
      headerOld.style.opacity = "1";
      headerOld.style.transition = "transform 100ms linear, opacity 100ms";
      headerOld.setAttribute("class", "pagedtable-remove-head");
      if (headerOld.style.transitionEnd) {
        headerOld.addEventListener("transitionend", function() {
          var headerOldByClass = thead.querySelector(".pagedtable-remove-head");
          if (headerOldByClass) thead.removeChild(headerOldByClass);
        });
      }
      else {
        thead.removeChild(headerOld);
      }
    }

    if (tbodyOld) table.removeChild(tbodyOld);

    tbody.style.opacity = "0";
    tbody.style.transition = "transform 200ms linear, opacity 200ms";
    tbody.style.transitionDelay = "0ms";

    // force relayout
    window.getComputedStyle(header).opacity;
    window.getComputedStyle(tbody).opacity;

    if (headerOld) {
      headerOld.style.transform = backwards ? "translateX(20px)" : "translateX(-30px)";
      headerOld.style.opacity = "0";
    }

    header.style.transform = "translateX(0px)";
    header.style.opacity = "1";

    tbody.style.opacity = "1";
  }

  me.onChange = function(callback) {
    onChangeCallbacks.push(callback);
  };

  var triggerOnChange = function() {
    onChangeCallbacks.forEach(function(onChange) {
      onChange();
    });
  };

  var clearBody = function() {
    if (tbody) {
      table.removeChild(tbody);
      tbody = null;
    }
  };

  var renderBody = function(clear) {
    cachedPagedTableClientWidth = pagedTable.clientWidth

    var fragment = document.createDocumentFragment();

    var pageData = data.slice(page.getRowStart(), page.getRowEnd());

    pageData.forEach(function(dataRow, idxRow) {
      var htmlRow = document.createElement("tr");
      htmlRow.setAttribute("class", (idxRow % 2 !==0) ? "even" : "odd");

      if (columns.hasMoreLeftColumns())
        htmlRow.appendChild(document.createElement("td"));

      columns.subset.forEach(function(columnData) {
        var cellName = columnData.name;
        var dataCell = dataRow[cellName];
        var htmlCell = document.createElement("td");

        if (dataCell === "NA") htmlCell.setAttribute("class", "pagedtable-na-cell");
        if (dataCell === "__NA__") dataCell = "NA";

        var cellText = document.createTextNode(dataCell);
        htmlCell.appendChild(cellText);
        if (dataCell.length > 50) {
          htmlCell.setAttribute("title", dataCell);
        }
        htmlCell.setAttribute("align", columnData.align);
        htmlCell.style.textAlign = columnData.align;
        htmlCell.style.maxWidth = maxColumnWidth(null);
        if (columnData.width) {
          htmlCell.style.minWidth = htmlCell.style.maxWidth = maxColumnWidth(columnData.width);
        }
        htmlRow.appendChild(htmlCell);
      });

      for (var idx = 0; idx < columns.getPaddingCount(); idx++) {
        var paddingCol = document.createElement("td");
        paddingCol.setAttribute("class", "pagedtable-padding-col");
        htmlRow.appendChild(paddingCol);
      }

      if (columns.hasMoreRightColumns())
        htmlRow.appendChild(document.createElement("td"));

      fragment.appendChild(htmlRow);
    });

    for (var idxPadding = 0; idxPadding < page.getPaddingRows(); idxPadding++) {
      var paddingRow = document.createElement("tr");

      var paddingCellRow = document.createElement("td");
      paddingCellRow.innerHTML = "&nbsp;";
      paddingCellRow.setAttribute("colspan", "100%");
      paddingRow.appendChild(paddingCellRow);

      fragment.appendChild(paddingRow);
    }

    if (typeof(clear) == "undefined" || clear) clearBody();
    tbody = document.createElement("tbody");
    tbody.appendChild(fragment);

    table.appendChild(tbody);
  };

  var getLabelInfo = function() {
    var pageStart = page.getRowStart();
    var pageEnd = page.getRowEnd();
    var totalRows = data.length;

    var totalRowsLabel = options.rows.total ? options.rows.total : totalRows;
    var totalRowsLabelFormat = totalRowsLabel.toString().replace(/(\d)(?=(\d\d\d)+(?!\d))/g, '$1,');

    var infoText = (pageStart + 1) + "-" + pageEnd + " of " + totalRowsLabelFormat + " rows";
    if (totalRows < page.rows) {
      infoText = totalRowsLabel + " row" + (totalRows != 1 ? "s" : "");
    }
    if (columns.total > columns.visible) {
      var totalColumnsLabel = options.columns.total ? options.columns.total : columns.total;

      infoText = infoText + " | " + (columns.number + 1) + "-" +
        (Math.min(columns.number + columns.visible, columns.total)) +
        " of " + totalColumnsLabel + " columns";
    }

    return infoText;
  };

  var clearFooter = function() {
    footer = pagedTable.querySelectorAll("div.pagedtable-footer")[0];
    footer.innerHTML = "";

    return footer;
  };

  var createPageLink = function(idxPage) {
    var pageLink = document.createElement("a");
    pageLinkClass = idxPage === page.number ? "pagedtable-index pagedtable-index-current" : "pagedtable-index";
    pageLink.setAttribute("class", pageLinkClass);
    pageLink.setAttribute("data-page-index", idxPage);
    pageLink.onclick = function() {
      page.setPageNumber(parseInt(this.getAttribute("data-page-index")));
      renderBody();
      renderFooter();

      triggerOnChange();
    };

    pageLink.appendChild(document.createTextNode(idxPage + 1));

    return pageLink;
  }

  var renderFooter = function() {
    footer = clearFooter();

    var next = document.createElement("a");
    next.appendChild(document.createTextNode("Next"));
    next.onclick = function() {
      page.setPageNumber(page.number + 1);
      renderBody();
      renderFooter();

      triggerOnChange();
    };
    if (data.length > page.rows) footer.appendChild(next);

    var pageNumbers = document.createElement("div");
    pageNumbers.setAttribute("class", "pagedtable-indexes");

    var pageRange = page.getVisiblePageRange();

    if (pageRange.first) {
      var pageLink = createPageLink(0);
      pageNumbers.appendChild(pageLink);

      var pageSeparator = document.createElement("div");
      pageSeparator.setAttribute("class", "pagedtable-index-separator-left");
      pageSeparator.appendChild(document.createTextNode("..."))
      pageNumbers.appendChild(pageSeparator);
    }

    for (var idxPage = pageRange.start; idxPage < pageRange.end; idxPage++) {
      var pageLink = createPageLink(idxPage);

      pageNumbers.appendChild(pageLink);
    }

    if (pageRange.last) {
      var pageSeparator = document.createElement("div");
      pageSeparator.setAttribute("class", "pagedtable-index-separator-right");
      pageSeparator.appendChild(document.createTextNode("..."))
      pageNumbers.appendChild(pageSeparator);

      var pageLink = createPageLink(page.total - 1);
      pageNumbers.appendChild(pageLink);
    }

    if (data.length > page.rows) footer.appendChild(pageNumbers);

    var previous = document.createElement("a");
    previous.appendChild(document.createTextNode("Previous"));
    previous.onclick = function() {
      page.setPageNumber(page.number - 1);
      renderBody();
      renderFooter();

      triggerOnChange();
    };
    if (data.length > page.rows) footer.appendChild(previous);

    var infoLabel = document.createElement("div");
    infoLabel.setAttribute("class", "pagedtable-info");
    infoLabel.setAttribute("title", getLabelInfo());
    infoLabel.appendChild(document.createTextNode(getLabelInfo()));
    footer.appendChild(infoLabel);

    var enabledClass = "pagedtable-index-nav";
    var disabledClass = "pagedtable-index-nav pagedtable-index-nav-disabled";
    previous.setAttribute("class", page.number <= 0 ? disabledClass : enabledClass);
    next.setAttribute("class", (page.number + 1) * page.rows >= data.length ? disabledClass : enabledClass);
  };

  var measuresCell = null;

  var renderMeasures = function() {
    var measuresTable = document.createElement("table");
    measuresTable.style.visibility = "hidden";
    measuresTable.style.position = "absolute";
    measuresTable.style.whiteSpace = "nowrap";
    measuresTable.style.height = "auto";
    measuresTable.style.width = "auto";

    var measuresRow = document.createElement("tr");
    measuresTable.appendChild(measuresRow);

    measuresCell = document.createElement("td");
    var sampleString = "ABCDEFGHIJ0123456789";
    measuresCell.appendChild(document.createTextNode(sampleString));

    measuresRow.appendChild(measuresCell);

    tableDiv.appendChild(measuresTable);
  }

  me.init = function() {
    tableDiv = document.createElement("div");
    pagedTable.appendChild(tableDiv);
    var pagedTableClass = data.length > 0 ?
      "pagedtable pagedtable-not-empty" :
      "pagedtable pagedtable-empty";

    if (columns.total == 0 || (columns.emptyNames() && data.length == 0)) {
      pagedTableClass = pagedTableClass + " pagedtable-empty-columns";
    }

    tableDiv.setAttribute("class", pagedTableClass);

    renderMeasures();
    measurer.calculate(measuresCell);
    columns.calculateWidths(measurer.measures);

    table = document.createElement("table");
    table.setAttribute("cellspacing", "0");
    table.setAttribute("class", "table table-condensed");
    tableDiv.appendChild(table);

    table.appendChild(document.createElement("thead"));

    var footerDiv = document.createElement("div");
    footerDiv.setAttribute("class", "pagedtable-footer");
    tableDiv.appendChild(footerDiv);

    // if the host has not yet provided horizontal space, render hidden
    if (tableDiv.clientWidth <= 0) {
      tableDiv.style.opacity = "0";
    }

    me.render();

    // retry seizing columns later if the host has not provided space
    function retryFit() {
      if (tableDiv.clientWidth <= 0) {
        setTimeout(retryFit, 100);
      } else {
        me.render();
        triggerOnChange();
      }
    }
    if (tableDiv.clientWidth <= 0) {
      retryFit();
    }
  };

  var registerWidths = function() {
    columns.subset = columns.subset.map(function(column) {
      column.width = columns.widths[column.name].inner;
      return column;
    });
  };

  var parsePadding = function(value) {
    return parseInt(value) >= 0 ? parseInt(value) : 0;
  };

  me.fixedHeight = function() {
    return options.rows.max != null;
  }

  me.fitRows = function() {
    if (me.fixedHeight())
      return;

    measurer.calculate(measuresCell);

    var rows = options.rows.min !== null ? options.rows.min : 0;
    var headerHeight = header !== null && header.offsetHeight > 0 ? header.offsetHeight : 0;
    var footerHeight = footer !== null && footer.offsetHeight > 0 ? footer.offsetHeight : 0;

    if (pagedTable.offsetHeight > 0) {
      var availableHeight = pagedTable.offsetHeight - headerHeight - footerHeight;
      rows = Math.floor((availableHeight) / measurer.measures.height);
    }

    rows = options.rows.min !== null ? Math.max(options.rows.min, rows) : rows;

    page.setRows(rows);
  }

  // The goal of this function is to add as many columns as possible
  // starting from left-to-right, when the right most limit is reached
  // it tries to add columns from the left as well.
  //
  // When startBackwards is true columns are added from right-to-left
  me.fitColumns = function(startBackwards) {
    measurer.calculate(measuresCell);
    columns.calculateWidths(measurer.measures);

    if (tableDiv.clientWidth > 0) {
      tableDiv.style.opacity = 1;
    }

    var visibleColumns = tableDiv.clientWidth <= 0 ? Math.max(columns.min, 1) : 1;
    var columnNumber = columns.number;
    var paddingCount = 0;

    // track a list of added columns as we build the visible ones to allow us
    // to remove columns when they don't fit anymore.
    var columnHistory = [];

    var lastTableHeight = 0;
    var backwards = startBackwards;

    var tableDivStyle = window.getComputedStyle(tableDiv, null);
    var tableDivPadding = parsePadding(tableDivStyle.paddingLeft) +
      parsePadding(tableDivStyle.paddingRight);

    var addPaddingCol = false;
    var currentWidth = 0;

    while (true) {
      columns.setVisibleColumns(columnNumber, visibleColumns, paddingCount);
      currentWidth = columns.getWidth();

      if (tableDiv.clientWidth - tableDivPadding < currentWidth) {
        break;
      }

      columnHistory.push({
        columnNumber: columnNumber,
        visibleColumns: visibleColumns,
        paddingCount: paddingCount
      });

      if (columnHistory.length > 100) {
        console.error("More than 100 tries to fit columns, aborting");
        break;
      }

      if (columns.max !== null &&
        columns.visible + columns.getPaddingCount() >= columns.max) {
        break;
      }

      // if we run out of right-columns
      if (!backwards && columnNumber + columns.visible >= columns.total) {
        // if we started adding right-columns, try adding left-columns
        if (!startBackwards && columnNumber > 0) {
          backwards = true;
        }
        else if (columns.min === null || visibleColumns + columns.getPaddingCount() >= columns.min) {
          break;
        }
        else {
          paddingCount = paddingCount + 1;
        }
      }

      // if we run out of left-columns
      if (backwards && columnNumber == 0) {
        // if we started adding left-columns, try adding right-columns
        if (startBackwards && columnNumber + columns.visible < columns.total) {
          backwards = false;
        }
        else if (columns.min === null || visibleColumns + columns.getPaddingCount() >= columns.min) {
          break;
        }
        else {
          paddingCount = paddingCount + 1;
        }
      }

      // when moving backwards try fitting left columns first
      if (backwards && columnNumber > 0) {
        columnNumber = columnNumber - 1;
      }

      if (columnNumber + visibleColumns < columns.total) {
        visibleColumns = visibleColumns + 1;
      }
    }

    var lastRenderableColumn = {
        columnNumber: columnNumber,
        visibleColumns: visibleColumns,
        paddingCount: paddingCount
    };

    if (columnHistory.length > 0) {
      lastRenderableColumn = columnHistory[columnHistory.length - 1];
    }

    columns.setVisibleColumns(
      lastRenderableColumn.columnNumber,
      lastRenderableColumn.visibleColumns,
      lastRenderableColumn.paddingCount);

    if (pagedTable.offsetWidth > 0) {
      page.setVisiblePages(Math.max(Math.ceil(1.0 * (pagedTable.offsetWidth - 250) / 40), 2));
    }

    registerWidths();
  };

  me.fit = function(startBackwards) {
    me.fitRows();
    me.fitColumns(startBackwards);
  }

  me.render = function() {
    me.fitColumns(false);

    // render header/footer to measure height accurately
    renderHeader();
    renderFooter();

    me.fitRows();
    renderBody();

    // re-render footer to match new rows
    renderFooter();
  }

  var resizeLastWidth = -1;
  var resizeLastHeight = -1;
  var resizeNewWidth = -1;
  var resizeNewHeight = -1;
  var resizePending = false;

  me.resize = function(newWidth, newHeight) {

    function resizeDelayed() {
      resizePending = false;

      if (
        (resizeNewWidth !== resizeLastWidth) ||
        (!me.fixedHeight() && resizeNewHeight !== resizeLastHeight)
      ) {
        resizeLastWidth = resizeNewWidth;
        resizeLastHeight = resizeNewHeight;

        setTimeout(resizeDelayed, 200);
        resizePending = true;
      } else {
        me.render();
        triggerOnChange();

        resizeLastWidth = -1;
        resizeLastHeight = -1;
      }
    }

    resizeNewWidth = newWidth;
    resizeNewHeight = newHeight;

    if (!resizePending) resizeDelayed();
  };
};

var PagedTableDoc;
(function (PagedTableDoc) {
  var allPagedTables = [];

  PagedTableDoc.initAll = function() {
    allPagedTables = [];

    var pagedTables = [].slice.call(document.querySelectorAll('[data-pagedtable="false"],[data-pagedtable=""]'));
    pagedTables.forEach(function(pagedTable, idx) {
      pagedTable.setAttribute("data-pagedtable", "true");
      pagedTable.setAttribute("pagedtable-page", 0);
      pagedTable.setAttribute("class", "pagedtable-wrapper");

      var pagedTableInstance = new PagedTable(pagedTable);
      pagedTableInstance.init();

      allPagedTables.push(pagedTableInstance);
    });
  };

  PagedTableDoc.resizeAll = function() {
    allPagedTables.forEach(function(pagedTable) {
      pagedTable.render();
    });
  };

  window.addEventListener("resize", PagedTableDoc.resizeAll);

  return PagedTableDoc;
})(PagedTableDoc || (PagedTableDoc = {}));

window.onload = function() {
  PagedTableDoc.initAll();
};
"></script> <script src="data:application/javascript;base64,JChkb2N1bWVudCkucmVhZHkoZnVuY3Rpb24oKXsKICAgIGlmICh0eXBlb2YgJCgnW2RhdGEtdG9nZ2xlPSJ0b29sdGlwIl0nKS50b29sdGlwID09PSAnZnVuY3Rpb24nKSB7CiAgICAgICAgJCgnW2RhdGEtdG9nZ2xlPSJ0b29sdGlwIl0nKS50b29sdGlwKCk7CiAgICB9CiAgICBpZiAoJCgnW2RhdGEtdG9nZ2xlPSJwb3BvdmVyIl0nKS5wb3BvdmVyID09PSAnZnVuY3Rpb24nKSB7CiAgICAgICAgJCgnW2RhdGEtdG9nZ2xlPSJwb3BvdmVyIl0nKS5wb3BvdmVyKCk7CiAgICB9Cn0pOwo="></script> <link href="data:text/css,%0A%2Elightable%2Dminimal%20%7B%0Aborder%2Dcollapse%3A%20separate%3B%0Aborder%2Dspacing%3A%2016px%201px%3B%0Awidth%3A%20100%25%3B%0Amargin%2Dbottom%3A%2010px%3B%0A%7D%0A%2Elightable%2Dminimal%20td%20%7B%0Amargin%2Dleft%3A%205px%3B%0Amargin%2Dright%3A%205px%3B%0A%7D%0A%2Elightable%2Dminimal%20th%20%7B%0Amargin%2Dleft%3A%205px%3B%0Amargin%2Dright%3A%205px%3B%0A%7D%0A%2Elightable%2Dminimal%20thead%20tr%3Alast%2Dchild%20th%20%7B%0Aborder%2Dbottom%3A%202px%20solid%20%2300000050%3B%0Aempty%2Dcells%3A%20hide%3B%0A%7D%0A%2Elightable%2Dminimal%20tbody%20tr%3Afirst%2Dchild%20td%20%7B%0Apadding%2Dtop%3A%200%2E5em%3B%0A%7D%0A%2Elightable%2Dminimal%2Elightable%2Dhover%20tbody%20tr%3Ahover%20%7B%0Abackground%2Dcolor%3A%20%23f5f5f5%3B%0A%7D%0A%2Elightable%2Dminimal%2Elightable%2Dstriped%20tbody%20tr%3Anth%2Dchild%28even%29%20%7B%0Abackground%2Dcolor%3A%20%23f5f5f5%3B%0A%7D%0A%2Elightable%2Dclassic%20%7B%0Aborder%2Dtop%3A%200%2E16em%20solid%20%23111111%3B%0Aborder%2Dbottom%3A%200%2E16em%20solid%20%23111111%3B%0Awidth%3A%20100%25%3B%0Amargin%2Dbottom%3A%2010px%3B%0Amargin%3A%2010px%205px%3B%0A%7D%0A%2Elightable%2Dclassic%20tfoot%20tr%20td%20%7B%0Aborder%3A%200%3B%0A%7D%0A%2Elightable%2Dclassic%20tfoot%20tr%3Afirst%2Dchild%20td%20%7B%0Aborder%2Dtop%3A%200%2E14em%20solid%20%23111111%3B%0A%7D%0A%2Elightable%2Dclassic%20caption%20%7B%0Acolor%3A%20%23222222%3B%0A%7D%0A%2Elightable%2Dclassic%20td%20%7B%0Apadding%2Dleft%3A%205px%3B%0Apadding%2Dright%3A%205px%3B%0Acolor%3A%20%23222222%3B%0A%7D%0A%2Elightable%2Dclassic%20th%20%7B%0Apadding%2Dleft%3A%205px%3B%0Apadding%2Dright%3A%205px%3B%0Afont%2Dweight%3A%20normal%3B%0Acolor%3A%20%23222222%3B%0A%7D%0A%2Elightable%2Dclassic%20thead%20tr%3Alast%2Dchild%20th%20%7B%0Aborder%2Dbottom%3A%200%2E10em%20solid%20%23111111%3B%0A%7D%0A%2Elightable%2Dclassic%2Elightable%2Dhover%20tbody%20tr%3Ahover%20%7B%0Abackground%2Dcolor%3A%20%23F9EEC1%3B%0A%7D%0A%2Elightable%2Dclassic%2Elightable%2Dstriped%20tbody%20tr%3Anth%2Dchild%28even%29%20%7B%0Abackground%2Dcolor%3A%20%23f5f5f5%3B%0A%7D%0A%2Elightable%2Dclassic%2D2%20%7B%0Aborder%2Dtop%3A%203px%20double%20%23111111%3B%0Aborder%2Dbottom%3A%203px%20double%20%23111111%3B%0Awidth%3A%20100%25%3B%0Amargin%2Dbottom%3A%2010px%3B%0A%7D%0A%2Elightable%2Dclassic%2D2%20tfoot%20tr%20td%20%7B%0Aborder%3A%200%3B%0A%7D%0A%2Elightable%2Dclassic%2D2%20tfoot%20tr%3Afirst%2Dchild%20td%20%7B%0Aborder%2Dtop%3A%203px%20double%20%23111111%3B%0A%7D%0A%2Elightable%2Dclassic%2D2%20caption%20%7B%0Acolor%3A%20%23222222%3B%0A%7D%0A%2Elightable%2Dclassic%2D2%20td%20%7B%0Apadding%2Dleft%3A%205px%3B%0Apadding%2Dright%3A%205px%3B%0Acolor%3A%20%23222222%3B%0A%7D%0A%2Elightable%2Dclassic%2D2%20th%20%7B%0Apadding%2Dleft%3A%205px%3B%0Apadding%2Dright%3A%205px%3B%0Afont%2Dweight%3A%20normal%3B%0Acolor%3A%20%23222222%3B%0A%7D%0A%2Elightable%2Dclassic%2D2%20tbody%20tr%3Alast%2Dchild%20td%20%7B%0Aborder%2Dbottom%3A%203px%20double%20%23111111%3B%0A%7D%0A%2Elightable%2Dclassic%2D2%20thead%20tr%3Alast%2Dchild%20th%20%7B%0Aborder%2Dbottom%3A%201px%20solid%20%23111111%3B%0A%7D%0A%2Elightable%2Dclassic%2D2%2Elightable%2Dhover%20tbody%20tr%3Ahover%20%7B%0Abackground%2Dcolor%3A%20%23F9EEC1%3B%0A%7D%0A%2Elightable%2Dclassic%2D2%2Elightable%2Dstriped%20tbody%20tr%3Anth%2Dchild%28even%29%20%7B%0Abackground%2Dcolor%3A%20%23f5f5f5%3B%0A%7D%0A%2Elightable%2Dmaterial%20%7B%0Amin%2Dwidth%3A%20100%25%3B%0Awhite%2Dspace%3A%20nowrap%3B%0Atable%2Dlayout%3A%20fixed%3B%0Afont%2Dfamily%3A%20Roboto%2C%20sans%2Dserif%3B%0Aborder%3A%201px%20solid%20%23EEE%3B%0Aborder%2Dcollapse%3A%20collapse%3B%0Amargin%2Dbottom%3A%2010px%3B%0A%7D%0A%2Elightable%2Dmaterial%20tfoot%20tr%20td%20%7B%0Aborder%3A%200%3B%0A%7D%0A%2Elightable%2Dmaterial%20tfoot%20tr%3Afirst%2Dchild%20td%20%7B%0Aborder%2Dtop%3A%201px%20solid%20%23EEE%3B%0A%7D%0A%2Elightable%2Dmaterial%20th%20%7B%0Aheight%3A%2056px%3B%0Apadding%2Dleft%3A%2016px%3B%0Apadding%2Dright%3A%2016px%3B%0A%7D%0A%2Elightable%2Dmaterial%20td%20%7B%0Aheight%3A%2052px%3B%0Apadding%2Dleft%3A%2016px%3B%0Apadding%2Dright%3A%2016px%3B%0Aborder%2Dtop%3A%201px%20solid%20%23eeeeee%3B%0A%7D%0A%2Elightable%2Dmaterial%2Elightable%2Dhover%20tbody%20tr%3Ahover%20%7B%0Abackground%2Dcolor%3A%20%23f5f5f5%3B%0A%7D%0A%2Elightable%2Dmaterial%2Elightable%2Dstriped%20tbody%20tr%3Anth%2Dchild%28even%29%20%7B%0Abackground%2Dcolor%3A%20%23f5f5f5%3B%0A%7D%0A%2Elightable%2Dmaterial%2Elightable%2Dstriped%20tbody%20td%20%7B%0Aborder%3A%200%3B%0A%7D%0A%2Elightable%2Dmaterial%2Elightable%2Dstriped%20thead%20tr%3Alast%2Dchild%20th%20%7B%0Aborder%2Dbottom%3A%201px%20solid%20%23ddd%3B%0A%7D%0A%2Elightable%2Dmaterial%2Ddark%20%7B%0Amin%2Dwidth%3A%20100%25%3B%0Awhite%2Dspace%3A%20nowrap%3B%0Atable%2Dlayout%3A%20fixed%3B%0Afont%2Dfamily%3A%20Roboto%2C%20sans%2Dserif%3B%0Aborder%3A%201px%20solid%20%23FFFFFF12%3B%0Aborder%2Dcollapse%3A%20collapse%3B%0Amargin%2Dbottom%3A%2010px%3B%0Abackground%2Dcolor%3A%20%23363640%3B%0A%7D%0A%2Elightable%2Dmaterial%2Ddark%20tfoot%20tr%20td%20%7B%0Aborder%3A%200%3B%0A%7D%0A%2Elightable%2Dmaterial%2Ddark%20tfoot%20tr%3Afirst%2Dchild%20td%20%7B%0Aborder%2Dtop%3A%201px%20solid%20%23FFFFFF12%3B%0A%7D%0A%2Elightable%2Dmaterial%2Ddark%20th%20%7B%0Aheight%3A%2056px%3B%0Apadding%2Dleft%3A%2016px%3B%0Apadding%2Dright%3A%2016px%3B%0Acolor%3A%20%23FFFFFF60%3B%0A%7D%0A%2Elightable%2Dmaterial%2Ddark%20td%20%7B%0Aheight%3A%2052px%3B%0Apadding%2Dleft%3A%2016px%3B%0Apadding%2Dright%3A%2016px%3B%0Acolor%3A%20%23FFFFFF%3B%0Aborder%2Dtop%3A%201px%20solid%20%23FFFFFF12%3B%0A%7D%0A%2Elightable%2Dmaterial%2Ddark%2Elightable%2Dhover%20tbody%20tr%3Ahover%20%7B%0Abackground%2Dcolor%3A%20%23FFFFFF12%3B%0A%7D%0A%2Elightable%2Dmaterial%2Ddark%2Elightable%2Dstriped%20tbody%20tr%3Anth%2Dchild%28even%29%20%7B%0Abackground%2Dcolor%3A%20%23FFFFFF12%3B%0A%7D%0A%2Elightable%2Dmaterial%2Ddark%2Elightable%2Dstriped%20tbody%20td%20%7B%0Aborder%3A%200%3B%0A%7D%0A%2Elightable%2Dmaterial%2Ddark%2Elightable%2Dstriped%20thead%20tr%3Alast%2Dchild%20th%20%7B%0Aborder%2Dbottom%3A%201px%20solid%20%23FFFFFF12%3B%0A%7D%0A%2Elightable%2Dpaper%20%7B%0Awidth%3A%20100%25%3B%0Amargin%2Dbottom%3A%2010px%3B%0Acolor%3A%20%23444%3B%0A%7D%0A%2Elightable%2Dpaper%20tfoot%20tr%20td%20%7B%0Aborder%3A%200%3B%0A%7D%0A%2Elightable%2Dpaper%20tfoot%20tr%3Afirst%2Dchild%20td%20%7B%0Aborder%2Dtop%3A%201px%20solid%20%2300000020%3B%0A%7D%0A%2Elightable%2Dpaper%20thead%20tr%3Alast%2Dchild%20th%20%7B%0Acolor%3A%20%23666%3B%0Avertical%2Dalign%3A%20bottom%3B%0Aborder%2Dbottom%3A%201px%20solid%20%2300000020%3B%0Aline%2Dheight%3A%201%2E15em%3B%0Apadding%3A%2010px%205px%3B%0A%7D%0A%2Elightable%2Dpaper%20td%20%7B%0Avertical%2Dalign%3A%20middle%3B%0Aborder%2Dbottom%3A%201px%20solid%20%2300000010%3B%0Aline%2Dheight%3A%201%2E15em%3B%0Apadding%3A%207px%205px%3B%0A%7D%0A%2Elightable%2Dpaper%2Elightable%2Dhover%20tbody%20tr%3Ahover%20%7B%0Abackground%2Dcolor%3A%20%23F9EEC1%3B%0A%7D%0A%2Elightable%2Dpaper%2Elightable%2Dstriped%20tbody%20tr%3Anth%2Dchild%28even%29%20%7B%0Abackground%2Dcolor%3A%20%2300000008%3B%0A%7D%0A%2Elightable%2Dpaper%2Elightable%2Dstriped%20tbody%20td%20%7B%0Aborder%3A%200%3B%0A%7D%0A" rel="stylesheet" /> <style type="text/css"> code{white-space: pre-wrap;} span.smallcaps{font-variant: small-caps;} span.underline{text-decoration: underline;} div.column{display: inline-block; vertical-align: top; width: 50%;} div.hanging-indent{margin-left: 1.5em; text-indent: -1.5em;} ul.task-list{list-style: none;} </style> <style type="text/css">code{white-space: pre;}</style> <script type="text/javascript"> if (window.hljs) { hljs.configure({languages: []}); hljs.initHighlightingOnLoad(); if (document.readyState && document.readyState === "complete") { window.setTimeout(function() { hljs.initHighlighting(); }, 0); } } </script> <style type="text/css"> .main-container { max-width: 940px; margin-left: auto; margin-right: auto; } img { max-width:100%; } .tabbed-pane { padding-top: 12px; } .html-widget { margin-bottom: 20px; } button.code-folding-btn:focus { outline: none; } summary { display: list-item; } details > summary > p:only-child { display: inline; } pre code { padding: 0; } </style> <!-- tabsets --> <style type="text/css"> .tabset-dropdown > .nav-tabs { display: inline-table; max-height: 500px; min-height: 44px; overflow-y: auto; border: 1px solid #ddd; border-radius: 4px; } .tabset-dropdown > .nav-tabs > li.active:before, .tabset-dropdown > .nav-tabs.nav-tabs-open:before { content: "\e259"; font-family: 'Glyphicons Halflings'; display: inline-block; padding: 10px; border-right: 1px solid #ddd; } .tabset-dropdown > .nav-tabs.nav-tabs-open > li.active:before { content: "\e258"; font-family: 'Glyphicons Halflings'; border: none; } .tabset-dropdown > .nav-tabs > li.active { display: block; } .tabset-dropdown > .nav-tabs > li > a, .tabset-dropdown > .nav-tabs > li > a:focus, .tabset-dropdown > .nav-tabs > li > a:hover { border: none; display: inline-block; border-radius: 4px; background-color: transparent; } .tabset-dropdown > .nav-tabs.nav-tabs-open > li { display: block; float: none; } .tabset-dropdown > .nav-tabs > li { display: none; } </style> <!-- code folding --> <style type="text/css"> .code-folding-btn { margin-bottom: 4px; } </style> <style type="text/css"> #TOC { margin: 25px 0px 20px 0px; } @media (max-width: 768px) { #TOC { position: relative; width: 100%; } } @media print { .toc-content { /* see https://github.com/w3c/csswg-drafts/issues/4434 */ float: right; } } .toc-content { padding-left: 30px; padding-right: 40px; } div.main-container { max-width: 1200px; } div.tocify { width: 20%; max-width: 260px; max-height: 85%; } @media (min-width: 768px) and (max-width: 991px) { div.tocify { width: 25%; } } @media (max-width: 767px) { div.tocify { width: 100%; max-width: none; } } .tocify ul, .tocify li { line-height: 20px; } .tocify-subheader .tocify-item { font-size: 0.90em; } .tocify .list-group-item { border-radius: 0px; } </style> </head> <body> <div class="container-fluid main-container"> <!-- setup 3col/9col grid for toc_float and main content --> <div class="row"> <div class="col-xs-12 col-sm-4 col-md-3"> <div id="TOC" class="tocify"> </div> </div> <div class="toc-content col-xs-12 col-sm-8 col-md-9"> <div id="header"> <div class="btn-group pull-right float-right"> <button type="button" class="btn btn-default btn-xs btn-secondary btn-sm dropdown-toggle" data-toggle="dropdown" data-bs-toggle="dropdown" aria-haspopup="true" aria-expanded="false"><span>Code</span> <span class="caret"></span></button> <ul class="dropdown-menu dropdown-menu-right" style="min-width: 50px;"> <li><a id="rmd-show-all-code" href="#">Show All Code</a></li> <li><a id="rmd-hide-all-code" href="#">Hide All Code</a></li> </ul> </div> <h1 class="title toc-ignore">Science virale: comment la COVID-19 a changé la représentation médiatique de la science</h1> <h3 class="subtitle">Annexe technique</h3> <h4 class="author">François Claveau, Jean-Hugues Roy et Olivier Santerre</h4> <h4 class="date">Décembre 2022</h4> </div> <div id="introduction" class="section level1" number="1"> <h1 number="1"><span class="header-section-number">1</span> Introduction</h1> <p>Ce document est l’annexe technique d’un article pour le numéro spécial « Médiatiser la pandémie » de la Revue canadienne de communication (<em>Canadian Journal of Communication</em>), à paraître en 2023.</p> <p>La fonction principale de ce document, dans l’esprit de la science ouverte, est de montrer comment nos résultats sont produits, bien que nos données brutes ne puissent pas être mises dans un dépôt public pour des raisons de propriété intellectuelle. Si vous avez besoin de données pour reproduire certains résultats, merci de contacter <a href="mailto:francois.claveau@usherbrooke.ca">François Claveau</a>.</p> <p>La fonction secondaire de cette annexe est de fournir des explications et des résultats additionnels qui n’entraient pas dans l’article.</p> </div> <div id="tâches-préliminaires" class="section level1" number="2"> <h1 number="2"><span class="header-section-number">2</span> Tâches préliminaires</h1> <p>Chargement des paquets. Pour l’information complète sur la session R utilisée, voir à la toute fin de ce document.</p> <pre class="r"><code>package_list <- c("ggplot2","dplyr","mongolite","data.table","tidyr","stringr", "ggrepel","fuzzyjoin", "anytime","topicmodels","tm","knitr", "tidytext","doParallel","zoo","lubridate", "udpipe", "splitstackshape","Matrix","text2vec", "stargazer", "sandwich", "mgcv", "viridis", "directlabels", "kableExtra", "quanteda.textplots") for(p in package_list){ if (p %in% installed.packages()==FALSE){install.packages(p,dependencies = TRUE)} library(p,character.only=TRUE) }</code></pre> <p>Création de variables globales et chargement de la liste des médias.</p> <pre class="r"><code>accessible_data_folder <- "data/" data_folder <- "/data/covid/" liste_media <- read.csv(paste0(accessible_data_folder,"liste_finale_medias.csv")) %>% data.table() liste_media <- liste_media[dans_oci == TRUE] size_axis_text <- 11 pos_vline <- as.Date("2020-03-14") fig_dir <- "figs/" dir.create(fig_dir,showWarnings = FALSE) Sys.setlocale("LC_TIME", "fr_CA.UTF-8")</code></pre> <p>Chargement de fonctions.</p> <pre class="r"><code>source("scripts/FCT_util.R")</code></pre> <p>Prétraitement des corpus.</p> <pre class="r"><code># OCI données qui peuvent être partagées source("scripts/01-OCI_data_create_sharable_object.R") # OCI données sur le texte brut (ne peut être partagé) source("scripts/02-Importing_OCI_data.R") source("scripts/03-Cleaning.R") source("scripts/04-Morphosyntactic_analysis.R") # Production d'un objet qui peut être partagé à partir du corpus Facebook source("scripts/05-Facebook_corpus_preparation.R")</code></pre> <p>Pour ce prétraitement, notons qu’une analyse morphosyntaxique est effectuée sur les paragraphes détectés comme étant en lien avec la science. L’analyse est faite avec la bibliothèque R <a href="https://cran.r-project.org/web/packages/udpipe/udpipe.pdf">udpipe</a>. Elle nous permet de faire de l’étiquetage syntaxique (p. ex., étiqueter les verbes) et de lemmatiser chaque mot (c’est-à-dire, ramener tous les verbes à l’infinitif ainsi que tous les noms et adjectifs à leur forme neutre (masculin singulier)).</p> <div id="dictionnaires" class="section level2" number="2.1"> <h2 number="2.1"><span class="header-section-number">2.1</span> Dictionnaires</h2> <p>Dans le prétraitement, nous utilisons des dictionnaires pour identifier les textes liés à la science et ceux explicitement liés à la COVID-19.</p> <p>Pour la catégorie « science », l’expression régulière utilisée est <code>(\s)scien|chercheu</code> avec une recherche insensible à la casse. Dans une première itération de notre analyse, nous avions inclus le terme « étude* ». Comme il produisait trop de faux positifs, nous l’avons supprimé. Quelques faux positifs demeurent avec nos deux termes, c’est-à-dire des expressions qui correspondent à notre expression régulière, mais qui n’indiquent pas un véritable lien avec la science. Une inspection détaillée du corpus nous a permis de détecter trois cas principaux. Les deux premiers cas sont les expressions « science-fiction » et « chercheur d’emploi » (et ses variantes). De plus, l’expression « science politique » est détectée, bien qu’une proportion significative de ces mentions ne serait pas généralement considérée comme liée à la science. Comme toute méthode de détection doit accepter une précision imparfaite, la question est surtout de voir si les faux positifs sont particulièrement nombreux. Pour répondre à cette question, nous avons calculé la proportion de paragraphes et d’articles qui ne seraient plus associés à la science si nous raffinions notre méthode pour exclure les trois cas principaux.</p> <pre class="r"><code># Chargement des paragraphes identifiés comme scientifiques: load(paste0(data_folder, "dt_science.RData")) # Regex pour couvrir les faux positifs les plus usités: string_to_remove1 <- "science-fiction|chercheu(r|s)[e]?[s]?\\sd['|’]emploi" string_to_remove2 <- "science[s]?\\spolitique[s]?" # Regex pour détecter le contenu scientifique initial_string <- "(\\s)scien|chercheu" # Création de paragraphes sans le 1er faux positif dt_science[, para_wo_false_pos := str_remove_all(tolower(paragraphe), string_to_remove1)] # Test si encore regex de détection quand faux positifs sont enlevés dt_science[, with_sci_after_fp_removed := grepl(initial_string, para_wo_false_pos)] # Proportion de faux positifs prop_para_fp1 <- dt_science[with_sci_after_fp_removed == FALSE, .N]/dt_science[, .N] prop_art_fp1 <- dt_science[with_sci_after_fp_removed == FALSE, unique(art_ID) %>% length]/dt_science[, unique(art_ID) %>% length] # On applique la même chose avec le 2e faux positif dt_science[, para_wo_false_pos := str_remove_all(para_wo_false_pos, string_to_remove2)] # Test si encore regex de détection quand faux positifs sont enlevés dt_science[, with_sci_after_fp_removed := grepl(initial_string, para_wo_false_pos)] # Proportion de faux positifs prop_para_fp2 <- dt_science[with_sci_after_fp_removed == FALSE, .N]/dt_science[, .N] prop_art_fp2 <- dt_science[with_sci_after_fp_removed == FALSE, unique(art_ID) %>% length]/dt_science[, unique(art_ID) %>% length] rm(dt_science)</code></pre> <p>Nous trouvons que les expressions « science-fiction » et « chercheur d’emploi » génèrent ensemble une identification de 2.9% des paragraphes pris étant liés à la science (et 4.2% pour l’ensemble des articles). Lorsque l’on prend en compte « science politique », la part des faux positifs monte à 4.8% pour les paragraphes (et 7.4% pour les articles), bien qu’une proportion non déterminée de ces articles parlent vraiment de recherche en science politique, et sont donc de vrais positifs. Ceci pris en compte, nous sommes très confortablement en haut d’une précision de 90%. Nous avons donc maintenu notre dictionnaire simple sans ajouter des critères d’exclusion sur la base d’expressions régulières.</p> <p>Notre dictionnaire est similaire à celui utilisé par Chinn et ses collègues (2020) pour identifier les mentions scientifiques dans leur étude sur la politisation et la polarisation de la couverture du changement climatique dans les médias américains entre 1985 et 2017. Ils n’ont utilisé que trois chaines de caractères : scientist, research et professor. Nous ne pouvions pas inclure ce dernier terme dans un corpus francophone, car le mot « professeur » peut aussi référer à des textes sur l’enseignement primaire ou secondaire.</p> <p>Il convient également de préciser que notre dictionnaire n’identifie pas tous les textes à contenu scientifique. Par exemple, un article pourrait utiliser des termes spécifiques à un domaine, comme « microbiologie » ou « physicien », et ne pas être pris en compte par notre dictionnaire. Le problème de l’ajout de termes spécifiques à un domaine est que, d’une part, il faut en ajouter beaucoup pour éviter les biais qui seraient alors dus à la sous-représentation (ou la sur-représentation) de certains domaines et, d’autre part, la multiplication des termes génère un grand nombre de faux positifs. Nous nous en sommes donc tenus à deux termes.</p> <p>Pour la catégorie « COVID-19 », la recherche insensible à la casse utilise l’expression:</p> <blockquote> <p><code>virus|covid|sras-cov|sars-cov</code></p> </blockquote> <p>Cette expression semble produire très peu de faux positifs lorsque l’expression est utilisée sur le corpus 2020.</p> </div> <div id="corpus-facebook-et-mesure-des-interactions" class="section level2" number="2.2"> <h2 number="2.2"><span class="header-section-number">2.2</span> Corpus Facebook et mesure des interactions</h2> <p>CrowdTangle ne donne accès qu’au contenu qui a été publié par les organisations médiatiques elles-mêmes sur leurs propres pages. Il n’englobe pas les articles ou vidéos de médias que des abonnés Facebook peuvent publier directement sur leur fil d’actualité, sur d’autres pages ou sur des groupes.</p> <p>CrowdTangle renvoie, pour chaque publication, trois variables principales :</p> <ol style="list-style-type: decimal"> <li>le nombre de fois où la publication a été partagée;</li> <li>le nombre de réactions à cette publication (« j’aime », ainsi que les émoticônes « love », « wow », « haha », « tristesse », « colère » et « solidarité »);</li> <li>le nombre de commentaires laissés par d’autres abonnés Facebook (les réactions à ces commentaires ne sont pas comptées).</li> </ol> <p>La somme de ces mesures constitue ce que Facebook appelle <em>engagement</em> et que nous traduisons par « interactions ». Il faut noter que les données d’interactions sont différentes de la « portée » (<em>reach</em>) ou des « impressions » et ne permettent pas de les prédire. Elles donnent une idée du nombre d’utilisateurs de Facebook qui ont interagi avec un contenu donné (en le partageant, en le commentant ou en cliquant sur une icône de réaction), et non du nombre de personnes qui ont vu ou lu ce contenu.</p> </div> </div> <div id="information-sur-les-corpus" class="section level1" number="3"> <h1 number="3"><span class="header-section-number">3</span> Information sur les corpus</h1> <div id="corpus-médiatique-de-loci" class="section level2" number="3.1"> <h2 number="3.1"><span class="header-section-number">3.1</span> Corpus médiatique de l’OCI</h2> <p>Notre premier corpus est tiré de l’<a href="https://oci-ifo.org/">Observatoire de la circulation de l’information</a>. Voici quelques données générales sur ce corpus.</p> <pre class="r"><code># Chargement des données créées par le script 01 dt_full_text <- fread(paste0(accessible_data_folder, "dt_full_text_for_count_sci.csv")) dt_full_text <- dt_full_text[month(date) %in% 1:6 & year(date) %in% 2017:2020] # première moitié des années dt_full_text[is_science == TRUE & year(date) ==2020, Status := "Science pendant COVID"] dt_full_text[is_science == TRUE & year(date) <2020, Status := "Science avant COVID"] dt_full_text[is_science == FALSE & year(date) <2020, Status := "Sans science avant COVID"] dt_full_text[is_science == FALSE & year(date) ==2020, Status := "Sans science pendant COVID"] count <- dt_full_text[,list(doc_ID, Status)] %>% unique() caption_txt <- "Les articles du corpus de l'OCI divisés selon nos deux variables dichotomiques" kable(count[,.N, by = Status][,list(Statut= Status, Nombre = N)], caption = caption_txt) %>% kable_styling("hover")</code></pre> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> Les articles du corpus de l’OCI divisés selon nos deux variables dichotomiques </caption> <thead> <tr> <th style="text-align:left;"> Statut </th> <th style="text-align:right;"> Nombre </th> </tr> </thead> <tbody> <tr> <td style="text-align:left;"> Sans science avant COVID </td> <td style="text-align:right;"> 665520 </td> </tr> <tr> <td style="text-align:left;"> Science avant COVID </td> <td style="text-align:right;"> 32996 </td> </tr> <tr> <td style="text-align:left;"> Sans science pendant COVID </td> <td style="text-align:right;"> 247001 </td> </tr> <tr> <td style="text-align:left;"> Science pendant COVID </td> <td style="text-align:right;"> 17310 </td> </tr> </tbody> </table> <pre class="r"><code>caption_txt <- "Les articles de l'OCI par média francophone généraliste (ordre inversé du nombre total d'articles)" if(outputFormat == "html"){ dt_full_text[,list(`Nombre total` = .N, `Lié à la science` = sum(is_science), `Pendant COVID` = sum(is_covid)),by = root_url][order(-`Nombre total`)] %>% kable(caption = caption_txt) %>% kable_styling() %>% scroll_box(width = "100%", height = "200px") } else{ dt_full_text[,list(`Nombre total` = .N, `Lié à la science` = sum(is_science), `Pendant COVID` = sum(is_covid)),by = root_url][order(-`Nombre total`)] %>% kable(caption = caption_txt, booktabs = TRUE, longtable = TRUE) %>% kable_styling() }</code></pre> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table" style="margin-left: auto; margin-right: auto;"> <caption> Les articles de l’OCI par média francophone généraliste (ordre inversé du nombre total d’articles) </caption> <thead> <tr> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> root_url </th> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Nombre total </th> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Lié à la science </th> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Pendant COVID </th> </tr> </thead> <tbody> <tr> <td style="text-align:left;"> www.lapresse.ca </td> <td style="text-align:right;"> 112937 </td> <td style="text-align:right;"> 7233 </td> <td style="text-align:right;"> 9755 </td> </tr> <tr> <td style="text-align:left;"> www.journaldemontreal.com </td> <td style="text-align:right;"> 103204 </td> <td style="text-align:right;"> 5020 </td> <td style="text-align:right;"> 10179 </td> </tr> <tr> <td style="text-align:left;"> www.journaldequebec.com </td> <td style="text-align:right;"> 101236 </td> <td style="text-align:right;"> 4900 </td> <td style="text-align:right;"> 9715 </td> </tr> <tr> <td style="text-align:left;"> ici.radio-canada.ca </td> <td style="text-align:right;"> 84064 </td> <td style="text-align:right;"> 4877 </td> <td style="text-align:right;"> 12249 </td> </tr> <tr> <td style="text-align:left;"> journalmetro.com </td> <td style="text-align:right;"> 50518 </td> <td style="text-align:right;"> 2624 </td> <td style="text-align:right;"> 2589 </td> </tr> <tr> <td style="text-align:left;"> www.ledevoir.com </td> <td style="text-align:right;"> 40893 </td> <td style="text-align:right;"> 4681 </td> <td style="text-align:right;"> 2967 </td> </tr> <tr> <td style="text-align:left;"> www.tvanouvelles.ca </td> <td style="text-align:right;"> 40377 </td> <td style="text-align:right;"> 2189 </td> <td style="text-align:right;"> 6395 </td> </tr> <tr> <td style="text-align:left;"> www.lesoleil.com </td> <td style="text-align:right;"> 29470 </td> <td style="text-align:right;"> 2088 </td> <td style="text-align:right;"> 4853 </td> </tr> <tr> <td style="text-align:left;"> www.latribune.ca </td> <td style="text-align:right;"> 22984 </td> <td style="text-align:right;"> 1387 </td> <td style="text-align:right;"> 3856 </td> </tr> <tr> <td style="text-align:left;"> quebec.huffingtonpost.ca </td> <td style="text-align:right;"> 20752 </td> <td style="text-align:right;"> 2084 </td> <td style="text-align:right;"> 2881 </td> </tr> <tr> <td style="text-align:left;"> www.lenouvelliste.ca </td> <td style="text-align:right;"> 20473 </td> <td style="text-align:right;"> 1149 </td> <td style="text-align:right;"> 3720 </td> </tr> <tr> <td style="text-align:left;"> www.lequotidien.com </td> <td style="text-align:right;"> 19196 </td> <td style="text-align:right;"> 1181 </td> <td style="text-align:right;"> 3246 </td> </tr> <tr> <td style="text-align:left;"> www.lavoixdelest.ca </td> <td style="text-align:right;"> 18397 </td> <td style="text-align:right;"> 1342 </td> <td style="text-align:right;"> 3606 </td> </tr> <tr> <td style="text-align:left;"> www.lanouvelle.net </td> <td style="text-align:right;"> 13997 </td> <td style="text-align:right;"> 343 </td> <td style="text-align:right;"> 1366 </td> </tr> <tr> <td style="text-align:left;"> lactualite.com </td> <td style="text-align:right;"> 12368 </td> <td style="text-align:right;"> 1504 </td> <td style="text-align:right;"> 2939 </td> </tr> <tr> <td style="text-align:left;"> www.fm93.com </td> <td style="text-align:right;"> 12089 </td> <td style="text-align:right;"> 109 </td> <td style="text-align:right;"> 457 </td> </tr> <tr> <td style="text-align:left;"> www.fm1069.ca </td> <td style="text-align:right;"> 11167 </td> <td style="text-align:right;"> 109 </td> <td style="text-align:right;"> 528 </td> </tr> <tr> <td style="text-align:left;"> www.lecourrierdusud.ca </td> <td style="text-align:right;"> 8488 </td> <td style="text-align:right;"> 281 </td> <td style="text-align:right;"> 547 </td> </tr> <tr> <td style="text-align:left;"> www.lavantage.qc.ca </td> <td style="text-align:right;"> 7833 </td> <td style="text-align:right;"> 161 </td> <td style="text-align:right;"> 53 </td> </tr> <tr> <td style="text-align:left;"> www.lereflet.qc.ca </td> <td style="text-align:right;"> 7614 </td> <td style="text-align:right;"> 156 </td> <td style="text-align:right;"> 569 </td> </tr> <tr> <td style="text-align:left;"> www.journalexpress.ca </td> <td style="text-align:right;"> 7280 </td> <td style="text-align:right;"> 226 </td> <td style="text-align:right;"> 703 </td> </tr> <tr> <td style="text-align:left;"> www.cybersoleil.com </td> <td style="text-align:right;"> 6819 </td> <td style="text-align:right;"> 146 </td> <td style="text-align:right;"> 535 </td> </tr> <tr> <td style="text-align:left;"> www.infodimanche.com </td> <td style="text-align:right;"> 6449 </td> <td style="text-align:right;"> 196 </td> <td style="text-align:right;"> 518 </td> </tr> <tr> <td style="text-align:left;"> www.cihofm.com </td> <td style="text-align:right;"> 5824 </td> <td style="text-align:right;"> 65 </td> <td style="text-align:right;"> 442 </td> </tr> <tr> <td style="text-align:left;"> www.lhebdojournal.com </td> <td style="text-align:right;"> 5337 </td> <td style="text-align:right;"> 206 </td> <td style="text-align:right;"> 366 </td> </tr> <tr> <td style="text-align:left;"> www.enbeauce.com </td> <td style="text-align:right;"> 4807 </td> <td style="text-align:right;"> 133 </td> <td style="text-align:right;"> 666 </td> </tr> <tr> <td style="text-align:left;"> www.chga.fm </td> <td style="text-align:right;"> 4754 </td> <td style="text-align:right;"> 33 </td> <td style="text-align:right;"> 176 </td> </tr> <tr> <td style="text-align:left;"> www.fm1033.ca </td> <td style="text-align:right;"> 4699 </td> <td style="text-align:right;"> 75 </td> <td style="text-align:right;"> 46 </td> </tr> <tr> <td style="text-align:left;"> chipfm.com </td> <td style="text-align:right;"> 4644 </td> <td style="text-align:right;"> 37 </td> <td style="text-align:right;"> 229 </td> </tr> <tr> <td style="text-align:left;"> www.lecourriersud.com </td> <td style="text-align:right;"> 4629 </td> <td style="text-align:right;"> 142 </td> <td style="text-align:right;"> 567 </td> </tr> <tr> <td style="text-align:left;"> www.courrierfrontenac.qc.ca </td> <td style="text-align:right;"> 4536 </td> <td style="text-align:right;"> 134 </td> <td style="text-align:right;"> 372 </td> </tr> <tr> <td style="text-align:left;"> www.lhebdodustmaurice.com </td> <td style="text-align:right;"> 4394 </td> <td style="text-align:right;"> 145 </td> <td style="text-align:right;"> 348 </td> </tr> <tr> <td style="text-align:left;"> www.laction.com </td> <td style="text-align:right;"> 4186 </td> <td style="text-align:right;"> 95 </td> <td style="text-align:right;"> 401 </td> </tr> <tr> <td style="text-align:left;"> www.journallenord.com </td> <td style="text-align:right;"> 3936 </td> <td style="text-align:right;"> 136 </td> <td style="text-align:right;"> 237 </td> </tr> <tr> <td style="text-align:left;"> www.lerefletdulac.com </td> <td style="text-align:right;"> 3762 </td> <td style="text-align:right;"> 82 </td> <td style="text-align:right;"> 233 </td> </tr> <tr> <td style="text-align:left;"> www.lavoixdusud.com </td> <td style="text-align:right;"> 3702 </td> <td style="text-align:right;"> 90 </td> <td style="text-align:right;"> 279 </td> </tr> <tr> <td style="text-align:left;"> www.leplacoteux.com </td> <td style="text-align:right;"> 3632 </td> <td style="text-align:right;"> 118 </td> <td style="text-align:right;"> 312 </td> </tr> <tr> <td style="text-align:left;"> lenord-cotier.com </td> <td style="text-align:right;"> 3614 </td> <td style="text-align:right;"> 87 </td> <td style="text-align:right;"> 691 </td> </tr> <tr> <td style="text-align:left;"> courrierlaval.com </td> <td style="text-align:right;"> 3568 </td> <td style="text-align:right;"> 109 </td> <td style="text-align:right;"> 12 </td> </tr> <tr> <td style="text-align:left;"> www.lechodemaskinonge.com </td> <td style="text-align:right;"> 3559 </td> <td style="text-align:right;"> 116 </td> <td style="text-align:right;"> 343 </td> </tr> <tr> <td style="text-align:left;"> www.granbyexpress.com </td> <td style="text-align:right;"> 3486 </td> <td style="text-align:right;"> 99 </td> <td style="text-align:right;"> 367 </td> </tr> <tr> <td style="text-align:left;"> www.lemanic.ca </td> <td style="text-align:right;"> 3409 </td> <td style="text-align:right;"> 115 </td> <td style="text-align:right;"> 700 </td> </tr> <tr> <td style="text-align:left;"> www.les2rives.com </td> <td style="text-align:right;"> 3390 </td> <td style="text-align:right;"> 119 </td> <td style="text-align:right;"> 24 </td> </tr> <tr> <td style="text-align:left;"> www.lechodelatuque.com </td> <td style="text-align:right;"> 3387 </td> <td style="text-align:right;"> 75 </td> <td style="text-align:right;"> 337 </td> </tr> <tr> <td style="text-align:left;"> www.leclaireurprogres.ca </td> <td style="text-align:right;"> 3362 </td> <td style="text-align:right;"> 88 </td> <td style="text-align:right;"> 412 </td> </tr> <tr> <td style="text-align:left;"> www.fm1047.ca </td> <td style="text-align:right;"> 3317 </td> <td style="text-align:right;"> 41 </td> <td style="text-align:right;"> 443 </td> </tr> <tr> <td style="text-align:left;"> www.larevue.qc.ca </td> <td style="text-align:right;"> 3254 </td> <td style="text-align:right;"> 85 </td> <td style="text-align:right;"> 27 </td> </tr> <tr> <td style="text-align:left;"> www.hebdorivenord.com </td> <td style="text-align:right;"> 3248 </td> <td style="text-align:right;"> 68 </td> <td style="text-align:right;"> 302 </td> </tr> <tr> <td style="text-align:left;"> www.lecharlevoisien.com </td> <td style="text-align:right;"> 3246 </td> <td style="text-align:right;"> 78 </td> <td style="text-align:right;"> 80 </td> </tr> <tr> <td style="text-align:left;"> www.journaldechambly.com </td> <td style="text-align:right;"> 3150 </td> <td style="text-align:right;"> 103 </td> <td style="text-align:right;"> 274 </td> </tr> <tr> <td style="text-align:left;"> www.nordinfo.com </td> <td style="text-align:right;"> 3001 </td> <td style="text-align:right;"> 87 </td> <td style="text-align:right;"> 48 </td> </tr> <tr> <td style="text-align:left;"> www.leveil.com </td> <td style="text-align:right;"> 2938 </td> <td style="text-align:right;"> 93 </td> <td style="text-align:right;"> 36 </td> </tr> <tr> <td style="text-align:left;"> www.letincelle.qc.ca </td> <td style="text-align:right;"> 2872 </td> <td style="text-align:right;"> 79 </td> <td style="text-align:right;"> 169 </td> </tr> <tr> <td style="text-align:left;"> www.journalleguide.com </td> <td style="text-align:right;"> 2843 </td> <td style="text-align:right;"> 95 </td> <td style="text-align:right;"> 327 </td> </tr> <tr> <td style="text-align:left;"> www.leprogres.net </td> <td style="text-align:right;"> 2830 </td> <td style="text-align:right;"> 70 </td> <td style="text-align:right;"> 154 </td> </tr> <tr> <td style="text-align:left;"> www.nouvelleshebdo.com </td> <td style="text-align:right;"> 2780 </td> <td style="text-align:right;"> 80 </td> <td style="text-align:right;"> 191 </td> </tr> <tr> <td style="text-align:left;"> www.letoiledulac.com </td> <td style="text-align:right;"> 2776 </td> <td style="text-align:right;"> 84 </td> <td style="text-align:right;"> 197 </td> </tr> <tr> <td style="text-align:left;"> www.laveniretdesrivieres.com </td> <td style="text-align:right;"> 2741 </td> <td style="text-align:right;"> 88 </td> <td style="text-align:right;"> 328 </td> </tr> <tr> <td style="text-align:left;"> www.lelacstjean.com </td> <td style="text-align:right;"> 2678 </td> <td style="text-align:right;"> 70 </td> <td style="text-align:right;"> 213 </td> </tr> <tr> <td style="text-align:left;"> www.coupdoeil.info </td> <td style="text-align:right;"> 2672 </td> <td style="text-align:right;"> 85 </td> <td style="text-align:right;"> 306 </td> </tr> <tr> <td style="text-align:left;"> www.lactiondautray.com </td> <td style="text-align:right;"> 2493 </td> <td style="text-align:right;"> 62 </td> <td style="text-align:right;"> 263 </td> </tr> <tr> <td style="text-align:left;"> www.canadafrancais.com </td> <td style="text-align:right;"> 2396 </td> <td style="text-align:right;"> 71 </td> <td style="text-align:right;"> 114 </td> </tr> <tr> <td style="text-align:left;"> www.radiogaspesie.ca </td> <td style="text-align:right;"> 2334 </td> <td style="text-align:right;"> 68 </td> <td style="text-align:right;"> 348 </td> </tr> <tr> <td style="text-align:left;"> www.lareleve.qc.ca </td> <td style="text-align:right;"> 2330 </td> <td style="text-align:right;"> 125 </td> <td style="text-align:right;"> 54 </td> </tr> <tr> <td style="text-align:left;"> linformationdunordmonttremblant.ca </td> <td style="text-align:right;"> 2314 </td> <td style="text-align:right;"> 65 </td> <td style="text-align:right;"> 134 </td> </tr> <tr> <td style="text-align:left;"> www.courrierdeportneuf.com </td> <td style="text-align:right;"> 2309 </td> <td style="text-align:right;"> 54 </td> <td style="text-align:right;"> 186 </td> </tr> <tr> <td style="text-align:left;"> ckmn.fm </td> <td style="text-align:right;"> 2173 </td> <td style="text-align:right;"> 58 </td> <td style="text-align:right;"> 115 </td> </tr> <tr> <td style="text-align:left;"> journaldesvoisins.com </td> <td style="text-align:right;"> 2160 </td> <td style="text-align:right;"> 167 </td> <td style="text-align:right;"> 243 </td> </tr> <tr> <td style="text-align:left;"> beauce.tv </td> <td style="text-align:right;"> 2155 </td> <td style="text-align:right;"> 11 </td> <td style="text-align:right;"> 10 </td> </tr> <tr> <td style="text-align:left;"> www.quebechebdo.com </td> <td style="text-align:right;"> 2139 </td> <td style="text-align:right;"> 83 </td> <td style="text-align:right;"> 66 </td> </tr> <tr> <td style="text-align:left;"> www.rcinet.ca </td> <td style="text-align:right;"> 2127 </td> <td style="text-align:right;"> 368 </td> <td style="text-align:right;"> 131 </td> </tr> <tr> <td style="text-align:left;"> www.lapetitenation.com </td> <td style="text-align:right;"> 2040 </td> <td style="text-align:right;"> 47 </td> <td style="text-align:right;"> 144 </td> </tr> <tr> <td style="text-align:left;"> www.estrieplus.com </td> <td style="text-align:right;"> 2022 </td> <td style="text-align:right;"> 75 </td> <td style="text-align:right;"> 0 </td> </tr> <tr> <td style="text-align:left;"> www.journalsaint-francois.ca </td> <td style="text-align:right;"> 2022 </td> <td style="text-align:right;"> 49 </td> <td style="text-align:right;"> 0 </td> </tr> <tr> <td style="text-align:left;"> www.oeilregional.com </td> <td style="text-align:right;"> 1992 </td> <td style="text-align:right;"> 60 </td> <td style="text-align:right;"> 125 </td> </tr> <tr> <td style="text-align:left;"> www.beaucemedia.ca </td> <td style="text-align:right;"> 1936 </td> <td style="text-align:right;"> 47 </td> <td style="text-align:right;"> 215 </td> </tr> <tr> <td style="text-align:left;"> linformationdunordvalleedelarouge.ca </td> <td style="text-align:right;"> 1768 </td> <td style="text-align:right;"> 56 </td> <td style="text-align:right;"> 103 </td> </tr> <tr> <td style="text-align:left;"> www.chamblyexpress.ca </td> <td style="text-align:right;"> 1475 </td> <td style="text-align:right;"> 55 </td> <td style="text-align:right;"> 311 </td> </tr> <tr> <td style="text-align:left;"> www.radio-acton.com </td> <td style="text-align:right;"> 1460 </td> <td style="text-align:right;"> 10 </td> <td style="text-align:right;"> 16 </td> </tr> <tr> <td style="text-align:left;"> www.lejournaldejoliette.ca </td> <td style="text-align:right;"> 1426 </td> <td style="text-align:right;"> 52 </td> <td style="text-align:right;"> 55 </td> </tr> <tr> <td style="text-align:left;"> lautjournal.info </td> <td style="text-align:right;"> 1422 </td> <td style="text-align:right;"> 224 </td> <td style="text-align:right;"> 184 </td> </tr> <tr> <td style="text-align:left;"> www.tvrs.ca </td> <td style="text-align:right;"> 1415 </td> <td style="text-align:right;"> 32 </td> <td style="text-align:right;"> 185 </td> </tr> <tr> <td style="text-align:left;"> www.lechodelaval.ca </td> <td style="text-align:right;"> 1336 </td> <td style="text-align:right;"> 95 </td> <td style="text-align:right;"> 52 </td> </tr> <tr> <td style="text-align:left;"> www.lechodelarivenord.ca </td> <td style="text-align:right;"> 1112 </td> <td style="text-align:right;"> 24 </td> <td style="text-align:right;"> 55 </td> </tr> <tr> <td style="text-align:left;"> www.carrefourdequebec.com </td> <td style="text-align:right;"> 1103 </td> <td style="text-align:right;"> 66 </td> <td style="text-align:right;"> 11 </td> </tr> <tr> <td style="text-align:left;"> www.lechodetroisrivieres.ca </td> <td style="text-align:right;"> 1091 </td> <td style="text-align:right;"> 60 </td> <td style="text-align:right;"> 62 </td> </tr> <tr> <td style="text-align:left;"> echodefrontenac.com </td> <td style="text-align:right;"> 1074 </td> <td style="text-align:right;"> 22 </td> <td style="text-align:right;"> 33 </td> </tr> <tr> <td style="text-align:left;"> www.lepeuplelotbiniere.ca </td> <td style="text-align:right;"> 967 </td> <td style="text-align:right;"> 44 </td> <td style="text-align:right;"> 130 </td> </tr> <tr> <td style="text-align:left;"> radiox.com </td> <td style="text-align:right;"> 848 </td> <td style="text-align:right;"> 8 </td> <td style="text-align:right;"> 56 </td> </tr> <tr> <td style="text-align:left;"> www.sorel-tracyexpress.ca </td> <td style="text-align:right;"> 793 </td> <td style="text-align:right;"> 24 </td> <td style="text-align:right;"> 59 </td> </tr> <tr> <td style="text-align:left;"> www.lecantonnier.com </td> <td style="text-align:right;"> 747 </td> <td style="text-align:right;"> 19 </td> <td style="text-align:right;"> 68 </td> </tr> <tr> <td style="text-align:left;"> www.1031fm.ca </td> <td style="text-align:right;"> 727 </td> <td style="text-align:right;"> 3 </td> <td style="text-align:right;"> 5 </td> </tr> <tr> <td style="text-align:left;"> www.lattisee.com </td> <td style="text-align:right;"> 695 </td> <td style="text-align:right;"> 26 </td> <td style="text-align:right;"> 27 </td> </tr> <tr> <td style="text-align:left;"> mediat.ca </td> <td style="text-align:right;"> 685 </td> <td style="text-align:right;"> 7 </td> <td style="text-align:right;"> 111 </td> </tr> <tr> <td style="text-align:left;"> www.journallereflet.com </td> <td style="text-align:right;"> 684 </td> <td style="text-align:right;"> 30 </td> <td style="text-align:right;"> 103 </td> </tr> <tr> <td style="text-align:left;"> www.lavantagegaspesien.com </td> <td style="text-align:right;"> 673 </td> <td style="text-align:right;"> 9 </td> <td style="text-align:right;"> 11 </td> </tr> <tr> <td style="text-align:left;"> www.journalhorizon.com </td> <td style="text-align:right;"> 653 </td> <td style="text-align:right;"> 21 </td> <td style="text-align:right;"> 212 </td> </tr> <tr> <td style="text-align:left;"> www.leradar.qc.ca </td> <td style="text-align:right;"> 595 </td> <td style="text-align:right;"> 10 </td> <td style="text-align:right;"> 25 </td> </tr> <tr> <td style="text-align:left;"> autourdelile.com </td> <td style="text-align:right;"> 580 </td> <td style="text-align:right;"> 15 </td> <td style="text-align:right;"> 64 </td> </tr> <tr> <td style="text-align:left;"> lametropole.com </td> <td style="text-align:right;"> 571 </td> <td style="text-align:right;"> 53 </td> <td style="text-align:right;"> 26 </td> </tr> <tr> <td style="text-align:left;"> www.indicebohemien.org </td> <td style="text-align:right;"> 524 </td> <td style="text-align:right;"> 33 </td> <td style="text-align:right;"> 13 </td> </tr> <tr> <td style="text-align:left;"> monlimoilou.com </td> <td style="text-align:right;"> 501 </td> <td style="text-align:right;"> 23 </td> <td style="text-align:right;"> 7 </td> </tr> <tr> <td style="text-align:left;"> www.lecourrier.qc.ca </td> <td style="text-align:right;"> 481 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 27 </td> </tr> <tr> <td style="text-align:left;"> www.lavantposte.ca </td> <td style="text-align:right;"> 473 </td> <td style="text-align:right;"> 12 </td> <td style="text-align:right;"> 5 </td> </tr> <tr> <td style="text-align:left;"> www.journal-le-sentier.ca </td> <td style="text-align:right;"> 445 </td> <td style="text-align:right;"> 26 </td> <td style="text-align:right;"> 30 </td> </tr> <tr> <td style="text-align:left;"> radio-centreville.com </td> <td style="text-align:right;"> 436 </td> <td style="text-align:right;"> 30 </td> <td style="text-align:right;"> 95 </td> </tr> <tr> <td style="text-align:left;"> tremblantexpress.com </td> <td style="text-align:right;"> 425 </td> <td style="text-align:right;"> 18 </td> <td style="text-align:right;"> 9 </td> </tr> <tr> <td style="text-align:left;"> www.journal-ensemble.org </td> <td style="text-align:right;"> 419 </td> <td style="text-align:right;"> 14 </td> <td style="text-align:right;"> 24 </td> </tr> <tr> <td style="text-align:left;"> journaloutremont.com </td> <td style="text-align:right;"> 418 </td> <td style="text-align:right;"> 23 </td> <td style="text-align:right;"> 27 </td> </tr> <tr> <td style="text-align:left;"> lapensee.qc.ca </td> <td style="text-align:right;"> 401 </td> <td style="text-align:right;"> 9 </td> <td style="text-align:right;"> 72 </td> </tr> <tr> <td style="text-align:left;"> journalmobiles.com </td> <td style="text-align:right;"> 397 </td> <td style="text-align:right;"> 46 </td> <td style="text-align:right;"> 9 </td> </tr> <tr> <td style="text-align:left;"> www.lasentinelle.ca </td> <td style="text-align:right;"> 328 </td> <td style="text-align:right;"> 5 </td> <td style="text-align:right;"> 5 </td> </tr> <tr> <td style="text-align:left;"> laviedici.com </td> <td style="text-align:right;"> 317 </td> <td style="text-align:right;"> 5 </td> <td style="text-align:right;"> 17 </td> </tr> <tr> <td style="text-align:left;"> www.lelavalois.com </td> <td style="text-align:right;"> 310 </td> <td style="text-align:right;"> 14 </td> <td style="text-align:right;"> 9 </td> </tr> <tr> <td style="text-align:left;"> www.ckrl.qc.ca </td> <td style="text-align:right;"> 305 </td> <td style="text-align:right;"> 3 </td> <td style="text-align:right;"> 3 </td> </tr> <tr> <td style="text-align:left;"> monsaintroch.com </td> <td style="text-align:right;"> 279 </td> <td style="text-align:right;"> 14 </td> <td style="text-align:right;"> 11 </td> </tr> <tr> <td style="text-align:left;"> csur.tv </td> <td style="text-align:right;"> 275 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 16 </td> </tr> <tr> <td style="text-align:left;"> 929cfut.com </td> <td style="text-align:right;"> 274 </td> <td style="text-align:right;"> 4 </td> <td style="text-align:right;"> 17 </td> </tr> <tr> <td style="text-align:left;"> echodenhaut.org </td> <td style="text-align:right;"> 274 </td> <td style="text-align:right;"> 8 </td> <td style="text-align:right;"> 4 </td> </tr> <tr> <td style="text-align:left;"> www.lebulletindeschenaux.com </td> <td style="text-align:right;"> 266 </td> <td style="text-align:right;"> 7 </td> <td style="text-align:right;"> 5 </td> </tr> <tr> <td style="text-align:left;"> www.entreelibre.info </td> <td style="text-align:right;"> 255 </td> <td style="text-align:right;"> 20 </td> <td style="text-align:right;"> 17 </td> </tr> <tr> <td style="text-align:left;"> www.droitdeparole.org </td> <td style="text-align:right;"> 235 </td> <td style="text-align:right;"> 16 </td> <td style="text-align:right;"> 24 </td> </tr> <tr> <td style="text-align:left;"> www.lexpressmontcalm.com </td> <td style="text-align:right;"> 230 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 46 </td> </tr> <tr> <td style="text-align:left;"> www.moutonnoir.com </td> <td style="text-align:right;"> 223 </td> <td style="text-align:right;"> 32 </td> <td style="text-align:right;"> 8 </td> </tr> <tr> <td style="text-align:left;"> www.leclairon.qc.ca </td> <td style="text-align:right;"> 222 </td> <td style="text-align:right;"> 6 </td> <td style="text-align:right;"> 49 </td> </tr> <tr> <td style="text-align:left;"> graffici.ca </td> <td style="text-align:right;"> 205 </td> <td style="text-align:right;"> 15 </td> <td style="text-align:right;"> 8 </td> </tr> <tr> <td style="text-align:left;"> monsaintsauveur.com </td> <td style="text-align:right;"> 202 </td> <td style="text-align:right;"> 8 </td> <td style="text-align:right;"> 7 </td> </tr> <tr> <td style="text-align:left;"> www.tvr9.org </td> <td style="text-align:right;"> 197 </td> <td style="text-align:right;"> 3 </td> <td style="text-align:right;"> 25 </td> </tr> <tr> <td style="text-align:left;"> ski-se-dit.info </td> <td style="text-align:right;"> 184 </td> <td style="text-align:right;"> 10 </td> <td style="text-align:right;"> 10 </td> </tr> <tr> <td style="text-align:left;"> tvc.qc.ca </td> <td style="text-align:right;"> 181 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 27 </td> </tr> <tr> <td style="text-align:left;"> echosmontreal.com </td> <td style="text-align:right;"> 146 </td> <td style="text-align:right;"> 11 </td> <td style="text-align:right;"> 4 </td> </tr> <tr> <td style="text-align:left;"> www.lecitoyenrouynlasarre.com </td> <td style="text-align:right;"> 135 </td> <td style="text-align:right;"> 5 </td> <td style="text-align:right;"> 59 </td> </tr> <tr> <td style="text-align:left;"> cfmf.rocks </td> <td style="text-align:right;"> 117 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 48 </td> </tr> <tr> <td style="text-align:left;"> cfim.ca </td> <td style="text-align:right;"> 102 </td> <td style="text-align:right;"> 9 </td> <td style="text-align:right;"> 14 </td> </tr> <tr> <td style="text-align:left;"> www.versants.com </td> <td style="text-align:right;"> 89 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 39 </td> </tr> <tr> <td style="text-align:left;"> ctbtv.ca </td> <td style="text-align:right;"> 57 </td> <td style="text-align:right;"> 3 </td> <td style="text-align:right;"> 35 </td> </tr> <tr> <td style="text-align:left;"> www.via905.fm </td> <td style="text-align:right;"> 46 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 8 </td> </tr> <tr> <td style="text-align:left;"> tcfrontenac.org </td> <td style="text-align:right;"> 33 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 1 </td> </tr> <tr> <td style="text-align:left;"> www.gaboteur.ca </td> <td style="text-align:right;"> 10 </td> <td style="text-align:right;"> 3 </td> <td style="text-align:right;"> 4 </td> </tr> </tbody> </table> </div> <pre class="r"><code>n_media_OCI <- dt_full_text$root_url %>% unique() %>% length() rm(dt_full_text, count)</code></pre> <p>Le nombre total de sources médiatiques francophones généralistes dans ce corpus est 139. L’OCI a été construite pour couvrir l’ensemble des médias canadiens majeurs (ici, francophones) et s’étendre jusqu’à des médias régionaux. Bien entendu, il est difficile de couvrir de façon exhaustive les plus petits médias. On voit toutefois dans la distribution des articles du tableau ci-dessus que le poids d’un média local (voir à la fin du tableau) est infime par rapport au nombre de publications des médias majeurs comme <em>La Presse</em> et le <em>Journal de Montréal</em>. L’impact des médias locaux sur nos résultats est donc très faible.</p> <p>Nous avons donné ci-dessus le nombre d’articles liés à la science selon notre procédure de détection. Plus bas, nous allons parfois nous concentrer sur une unité plus petite : le paragraphe lié à la science. Une question peut donc se poser : quelle proportion de l’espace d’un article lié à la science est-elle composée de paragraphes qui ne seraient pas détectés comme étant en lien avec la science selon notre méthode?</p> <pre class="r"><code># Chargement des données load(paste0(data_folder, "dt_full_text.RData")) # textes complets load(paste0(data_folder, "dt_science.RData")) # paragraphes liés à la science # extraction de tous les paragraphes dans les articles # détectés comme étant liés à la science: full_sci_text <- dt_full_text[art_ID %in% unique(dt_science$art_ID),full_article_text] full_sci_text <- full_sci_text %>% str_split("\n\n") %>% unlist() full_sci_text <- full_sci_text[nchar(full_sci_text)> 0] # retranche paragraphes vides nb_para_in_art <- length(full_sci_text) # nombre de paragraphes dans tous ces articles nb_char_in_art <- full_sci_text %>% nchar() %>% sum() # nombre caractères dans articles # Même chose pour les paragraphes liés à la science: nb_para_w_sci <- dt_science %>% nrow() nb_char_w_sci <- dt_science$paragraphe %>% as.character() %>% nchar() %>% sum() rm(dt_full_text, dt_science, full_sci_text)</code></pre> <p>Il y a au moins deux façons de calculer cette proportion. Premièrement, la proportion des paragraphes contenant notre expression régulière <code>(\s)scien|chercheu</code> parmi les articles considérés comme liés à la science est de 8%. Deuxièmement, la proportion des caractères de ces paragraphes sur le nombre total de caractères dans les articles étant liés à la science est de 12%. Bien entendu, il est fort probable qu’il soit question de science dans beaucoup d’autres paragraphes de ces articles sans que l’expression régulière utilisée soit présente.</p> </div> <div id="corpus-facebook" class="section level2" number="3.2"> <h2 number="3.2"><span class="header-section-number">3.2</span> Corpus Facebook</h2> <p>Notre deuxième corpus est tiré de Facebook grâce à l’outil <a href="https://apps.crowdtangle.com/">CrowdTangle</a>. Voici quelques données générales sur ce corpus.</p> <pre class="r"><code>fb_posts <- fread(file = paste0(accessible_data_folder, "FB_data.csv")) caption_txt <- "Les publications du corpus Facebook divisées selon nos deux variables dichotomiques" kable(fb_posts[,.N, by = Status][,list(Statut= Status, Nombre = N)], caption = caption_txt) %>% kable_styling("hover")</code></pre> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> Les publications du corpus Facebook divisées selon nos deux variables dichotomiques </caption> <thead> <tr> <th style="text-align:left;"> Statut </th> <th style="text-align:right;"> Nombre </th> </tr> </thead> <tbody> <tr> <td style="text-align:left;"> Sans science avant COVID </td> <td style="text-align:right;"> 102166 </td> </tr> <tr> <td style="text-align:left;"> Science avant COVID </td> <td style="text-align:right;"> 1046 </td> </tr> <tr> <td style="text-align:left;"> Sans science pendant COVID </td> <td style="text-align:right;"> 60100 </td> </tr> <tr> <td style="text-align:left;"> Science pendant COVID </td> <td style="text-align:right;"> 562 </td> </tr> </tbody> </table> <pre class="r"><code>caption_txt <- "Les publications du corpus Facebook par média (ordre inversé du nombre total de publications)" if(outputFormat == "html"){ fb_posts[,list(`Nombre total` = .N, `Lié à la science` = sum(is_science), `Pendant COVID` = sum(since_COVID)),by = media][ order(-`Nombre total`)] %>% kable(caption = caption_txt) %>% kable_styling() %>% scroll_box(width = "100%", height = "200px") } else{ fb_posts[,list(`Nombre total` = .N, `Lié à la science` = sum(is_science), `Pendant COVID` = sum(since_COVID)),by = media][ order(-`Nombre total`)] %>% kable(caption = caption_txt, booktabs = TRUE, longtable = TRUE) %>% kable_styling() }</code></pre> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table" style="margin-left: auto; margin-right: auto;"> <caption> Les publications du corpus Facebook par média (ordre inversé du nombre total de publications) </caption> <thead> <tr> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> media </th> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Nombre total </th> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Lié à la science </th> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Pendant COVID </th> </tr> </thead> <tbody> <tr> <td style="text-align:left;"> Le Journal de Québec </td> <td style="text-align:right;"> 13346 </td> <td style="text-align:right;"> 80 </td> <td style="text-align:right;"> 3533 </td> </tr> <tr> <td style="text-align:left;"> Le Journal de Montréal </td> <td style="text-align:right;"> 10885 </td> <td style="text-align:right;"> 101 </td> <td style="text-align:right;"> 3334 </td> </tr> <tr> <td style="text-align:left;"> La Presse </td> <td style="text-align:right;"> 8877 </td> <td style="text-align:right;"> 176 </td> <td style="text-align:right;"> 2726 </td> </tr> <tr> <td style="text-align:left;"> TVA Nouvelles </td> <td style="text-align:right;"> 8727 </td> <td style="text-align:right;"> 72 </td> <td style="text-align:right;"> 2819 </td> </tr> <tr> <td style="text-align:left;"> HuffPost Québec </td> <td style="text-align:right;"> 8690 </td> <td style="text-align:right;"> 88 </td> <td style="text-align:right;"> 1653 </td> </tr> <tr> <td style="text-align:left;"> Le Soleil </td> <td style="text-align:right;"> 8027 </td> <td style="text-align:right;"> 108 </td> <td style="text-align:right;"> 2970 </td> </tr> <tr> <td style="text-align:left;"> Le Devoir </td> <td style="text-align:right;"> 6304 </td> <td style="text-align:right;"> 174 </td> <td style="text-align:right;"> 2084 </td> </tr> <tr> <td style="text-align:left;"> Radio-Canada Information </td> <td style="text-align:right;"> 5604 </td> <td style="text-align:right;"> 130 </td> <td style="text-align:right;"> 1937 </td> </tr> <tr> <td style="text-align:left;"> Le Nouvelliste </td> <td style="text-align:right;"> 5492 </td> <td style="text-align:right;"> 55 </td> <td style="text-align:right;"> 2248 </td> </tr> <tr> <td style="text-align:left;"> Le Quotidien </td> <td style="text-align:right;"> 4646 </td> <td style="text-align:right;"> 66 </td> <td style="text-align:right;"> 2008 </td> </tr> <tr> <td style="text-align:left;"> La Tribune </td> <td style="text-align:right;"> 4564 </td> <td style="text-align:right;"> 63 </td> <td style="text-align:right;"> 2319 </td> </tr> <tr> <td style="text-align:left;"> Journal Métro </td> <td style="text-align:right;"> 3993 </td> <td style="text-align:right;"> 64 </td> <td style="text-align:right;"> 1020 </td> </tr> <tr> <td style="text-align:left;"> La Voix de l’Est </td> <td style="text-align:right;"> 3123 </td> <td style="text-align:right;"> 37 </td> <td style="text-align:right;"> 1597 </td> </tr> <tr> <td style="text-align:left;"> ICI Québec </td> <td style="text-align:right;"> 2586 </td> <td style="text-align:right;"> 27 </td> <td style="text-align:right;"> 1033 </td> </tr> <tr> <td style="text-align:left;"> www.lanouvelle.net </td> <td style="text-align:right;"> 2289 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 880 </td> </tr> <tr> <td style="text-align:left;"> ICI Mauricie Centre-du-Québec </td> <td style="text-align:right;"> 1985 </td> <td style="text-align:right;"> 18 </td> <td style="text-align:right;"> 804 </td> </tr> <tr> <td style="text-align:left;"> TVA Gatineau-Ottawa </td> <td style="text-align:right;"> 1842 </td> <td style="text-align:right;"> 4 </td> <td style="text-align:right;"> 870 </td> </tr> <tr> <td style="text-align:left;"> 98,5 FM </td> <td style="text-align:right;"> 1764 </td> <td style="text-align:right;"> 9 </td> <td style="text-align:right;"> 599 </td> </tr> <tr> <td style="text-align:left;"> ICI Ottawa Gatineau </td> <td style="text-align:right;"> 1750 </td> <td style="text-align:right;"> 6 </td> <td style="text-align:right;"> 527 </td> </tr> <tr> <td style="text-align:left;"> ICI Saguenay–Lac-Saint-Jean </td> <td style="text-align:right;"> 1546 </td> <td style="text-align:right;"> 4 </td> <td style="text-align:right;"> 672 </td> </tr> <tr> <td style="text-align:left;"> ICI Estrie </td> <td style="text-align:right;"> 1542 </td> <td style="text-align:right;"> 9 </td> <td style="text-align:right;"> 663 </td> </tr> <tr> <td style="text-align:left;"> ICI Grand Montréal </td> <td style="text-align:right;"> 1458 </td> <td style="text-align:right;"> 27 </td> <td style="text-align:right;"> 465 </td> </tr> <tr> <td style="text-align:left;"> FM Charlevoix - CIHO 96,3 </td> <td style="text-align:right;"> 1267 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 655 </td> </tr> <tr> <td style="text-align:left;"> Le Charlevoisien </td> <td style="text-align:right;"> 1267 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 796 </td> </tr> <tr> <td style="text-align:left;"> L’actualité </td> <td style="text-align:right;"> 1232 </td> <td style="text-align:right;"> 63 </td> <td style="text-align:right;"> 379 </td> </tr> <tr> <td style="text-align:left;"> Le Courrier du Sud </td> <td style="text-align:right;"> 1215 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 502 </td> </tr> <tr> <td style="text-align:left;"> ICI Côte-Nord </td> <td style="text-align:right;"> 1195 </td> <td style="text-align:right;"> 17 </td> <td style="text-align:right;"> 457 </td> </tr> <tr> <td style="text-align:left;"> 104,7 Outaouais </td> <td style="text-align:right;"> 1179 </td> <td style="text-align:right;"> 5 </td> <td style="text-align:right;"> 812 </td> </tr> <tr> <td style="text-align:left;"> Le Citoyen Rouyn - La Sarre </td> <td style="text-align:right;"> 1168 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 436 </td> </tr> <tr> <td style="text-align:left;"> ICI Abitibi-Témiscamingue </td> <td style="text-align:right;"> 1145 </td> <td style="text-align:right;"> 7 </td> <td style="text-align:right;"> 562 </td> </tr> <tr> <td style="text-align:left;"> L’Avantage </td> <td style="text-align:right;"> 1089 </td> <td style="text-align:right;"> 5 </td> <td style="text-align:right;"> 218 </td> </tr> <tr> <td style="text-align:left;"> L’Hebdo du St-Maurice </td> <td style="text-align:right;"> 1075 </td> <td style="text-align:right;"> 4 </td> <td style="text-align:right;"> 315 </td> </tr> <tr> <td style="text-align:left;"> ICI Bas-Saint-Laurent </td> <td style="text-align:right;"> 1075 </td> <td style="text-align:right;"> 22 </td> <td style="text-align:right;"> 493 </td> </tr> <tr> <td style="text-align:left;"> EnBeauce.com </td> <td style="text-align:right;"> 1059 </td> <td style="text-align:right;"> 5 </td> <td style="text-align:right;"> 468 </td> </tr> <tr> <td style="text-align:left;"> Les 2 Rives </td> <td style="text-align:right;"> 1043 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 322 </td> </tr> <tr> <td style="text-align:left;"> Journal Mobiles </td> <td style="text-align:right;"> 1034 </td> <td style="text-align:right;"> 7 </td> <td style="text-align:right;"> 464 </td> </tr> <tr> <td style="text-align:left;"> Le Courrier Sud </td> <td style="text-align:right;"> 1032 </td> <td style="text-align:right;"> 4 </td> <td style="text-align:right;"> 249 </td> </tr> <tr> <td style="text-align:left;"> ICI Gaspésie-Les-Îles </td> <td style="text-align:right;"> 1016 </td> <td style="text-align:right;"> 6 </td> <td style="text-align:right;"> 445 </td> </tr> <tr> <td style="text-align:left;"> Le Nord-Côtier </td> <td style="text-align:right;"> 999 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 485 </td> </tr> <tr> <td style="text-align:left;"> Journal L’Express de Drummondville </td> <td style="text-align:right;"> 971 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 562 </td> </tr> <tr> <td style="text-align:left;"> CFIM, la radio des Îles de la Madeleine </td> <td style="text-align:right;"> 954 </td> <td style="text-align:right;"> 16 </td> <td style="text-align:right;"> 484 </td> </tr> <tr> <td style="text-align:left;"> Info Dimanche </td> <td style="text-align:right;"> 948 </td> <td style="text-align:right;"> 3 </td> <td style="text-align:right;"> 493 </td> </tr> <tr> <td style="text-align:left;"> TVA Québec </td> <td style="text-align:right;"> 890 </td> <td style="text-align:right;"> 3 </td> <td style="text-align:right;"> 437 </td> </tr> <tr> <td style="text-align:left;"> Journal Le Reflet </td> <td style="text-align:right;"> 884 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 609 </td> </tr> <tr> <td style="text-align:left;"> FM 103,3 - La radio allumée </td> <td style="text-align:right;"> 884 </td> <td style="text-align:right;"> 33 </td> <td style="text-align:right;"> 329 </td> </tr> <tr> <td style="text-align:left;"> L’Éclaireur Progrès </td> <td style="text-align:right;"> 824 </td> <td style="text-align:right;"> 3 </td> <td style="text-align:right;"> 245 </td> </tr> <tr> <td style="text-align:left;"> Journal Le Manic </td> <td style="text-align:right;"> 798 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 446 </td> </tr> <tr> <td style="text-align:left;"> TVA Nouvelles Abitibi-Témiscamingue </td> <td style="text-align:right;"> 780 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 335 </td> </tr> <tr> <td style="text-align:left;"> Le Soleil de Châteauguay </td> <td style="text-align:right;"> 778 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 572 </td> </tr> <tr> <td style="text-align:left;"> TVA Est-du-Québec </td> <td style="text-align:right;"> 712 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 298 </td> </tr> <tr> <td style="text-align:left;"> TVA Saguenay-Lac-St-Jean </td> <td style="text-align:right;"> 705 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 382 </td> </tr> <tr> <td style="text-align:left;"> FM93 Québec </td> <td style="text-align:right;"> 672 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 269 </td> </tr> <tr> <td style="text-align:left;"> MédiAT </td> <td style="text-align:right;"> 662 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 314 </td> </tr> <tr> <td style="text-align:left;"> Écho de La Tuque </td> <td style="text-align:right;"> 613 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 268 </td> </tr> <tr> <td style="text-align:left;"> Journal Saint-François </td> <td style="text-align:right;"> 588 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 437 </td> </tr> <tr> <td style="text-align:left;"> L’Écho de Maskinongé </td> <td style="text-align:right;"> 568 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 219 </td> </tr> <tr> <td style="text-align:left;"> TVA Sherbrooke </td> <td style="text-align:right;"> 568 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 309 </td> </tr> <tr> <td style="text-align:left;"> Journal L’Action </td> <td style="text-align:right;"> 557 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 272 </td> </tr> <tr> <td style="text-align:left;"> Journal Le Lac-St-Jean </td> <td style="text-align:right;"> 542 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 229 </td> </tr> <tr> <td style="text-align:left;"> Courrier Laval </td> <td style="text-align:right;"> 540 </td> <td style="text-align:right;"> 3 </td> <td style="text-align:right;"> 336 </td> </tr> <tr> <td style="text-align:left;"> L’Hebdo Journal </td> <td style="text-align:right;"> 530 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 200 </td> </tr> <tr> <td style="text-align:left;"> Courrier Frontenac </td> <td style="text-align:right;"> 528 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 175 </td> </tr> <tr> <td style="text-align:left;"> L’info du Nord Mont-Tremblant </td> <td style="text-align:right;"> 517 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 226 </td> </tr> <tr> <td style="text-align:left;"> L’info de la Basse-Lièvre </td> <td style="text-align:right;"> 516 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 193 </td> </tr> <tr> <td style="text-align:left;"> Journal de Chambly </td> <td style="text-align:right;"> 498 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 148 </td> </tr> <tr> <td style="text-align:left;"> Le Reflet du Lac </td> <td style="text-align:right;"> 487 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 162 </td> </tr> <tr> <td style="text-align:left;"> CHGA FM, la radio de la Vallée-de-la-Gatineau </td> <td style="text-align:right;"> 480 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 270 </td> </tr> <tr> <td style="text-align:left;"> L’Avantage Gaspésien </td> <td style="text-align:right;"> 461 </td> <td style="text-align:right;"> 6 </td> <td style="text-align:right;"> 123 </td> </tr> <tr> <td style="text-align:left;"> Beauce Média </td> <td style="text-align:right;"> 458 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 122 </td> </tr> <tr> <td style="text-align:left;"> Hebdomadaire La Revue de Terrebonne </td> <td style="text-align:right;"> 434 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 236 </td> </tr> <tr> <td style="text-align:left;"> Journal Nouvelles Hebdo </td> <td style="text-align:right;"> 427 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 174 </td> </tr> <tr> <td style="text-align:left;"> Journal La Voix du Sud </td> <td style="text-align:right;"> 420 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 188 </td> </tr> <tr> <td style="text-align:left;"> Le Placoteux </td> <td style="text-align:right;"> 417 </td> <td style="text-align:right;"> 3 </td> <td style="text-align:right;"> 221 </td> </tr> <tr> <td style="text-align:left;"> Radio X - CHOI 98,1 </td> <td style="text-align:right;"> 407 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 256 </td> </tr> <tr> <td style="text-align:left;"> Hebdo Rive Nord </td> <td style="text-align:right;"> 405 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 195 </td> </tr> <tr> <td style="text-align:left;"> Journal Coup d’oeil </td> <td style="text-align:right;"> 391 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 157 </td> </tr> <tr> <td style="text-align:left;"> BeauceTV </td> <td style="text-align:right;"> 389 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 185 </td> </tr> <tr> <td style="text-align:left;"> Radio Gaspésie </td> <td style="text-align:right;"> 389 </td> <td style="text-align:right;"> 3 </td> <td style="text-align:right;"> 264 </td> </tr> <tr> <td style="text-align:left;"> GranbyExpress.com </td> <td style="text-align:right;"> 380 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 119 </td> </tr> <tr> <td style="text-align:left;"> L’info Petite Nation </td> <td style="text-align:right;"> 378 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 119 </td> </tr> <tr> <td style="text-align:left;"> Québec Hebdo </td> <td style="text-align:right;"> 365 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 117 </td> </tr> <tr> <td style="text-align:left;"> Journal L’Étoile du Lac </td> <td style="text-align:right;"> 363 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 148 </td> </tr> <tr> <td style="text-align:left;"> VIA 90.5 FM </td> <td style="text-align:right;"> 358 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 229 </td> </tr> <tr> <td style="text-align:left;"> Journal Le Canada Français </td> <td style="text-align:right;"> 350 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 131 </td> </tr> <tr> <td style="text-align:left;"> EstriePlus.com Le Journal Internet </td> <td style="text-align:right;"> 349 </td> <td style="text-align:right;"> 4 </td> <td style="text-align:right;"> 103 </td> </tr> <tr> <td style="text-align:left;"> Journal La Pensée de Bagot </td> <td style="text-align:right;"> 338 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 117 </td> </tr> <tr> <td style="text-align:left;"> TVR9 </td> <td style="text-align:right;"> 309 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 79 </td> </tr> <tr> <td style="text-align:left;"> L’OEil Régional </td> <td style="text-align:right;"> 304 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 121 </td> </tr> <tr> <td style="text-align:left;"> Radio Acton </td> <td style="text-align:right;"> 297 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 123 </td> </tr> <tr> <td style="text-align:left;"> Monlimoilou </td> <td style="text-align:right;"> 291 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 86 </td> </tr> <tr> <td style="text-align:left;"> Journal Le Nord </td> <td style="text-align:right;"> 275 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 144 </td> </tr> <tr> <td style="text-align:left;"> 106.9 FM Mauricie </td> <td style="text-align:right;"> 273 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 169 </td> </tr> <tr> <td style="text-align:left;"> Le Courrier de Saint-Hyacinthe </td> <td style="text-align:right;"> 269 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 110 </td> </tr> <tr> <td style="text-align:left;"> Le Journal de Joliette </td> <td style="text-align:right;"> 266 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 153 </td> </tr> <tr> <td style="text-align:left;"> L’Avant-Poste </td> <td style="text-align:right;"> 266 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 94 </td> </tr> <tr> <td style="text-align:left;"> Country Pop 103,1 </td> <td style="text-align:right;"> 261 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 83 </td> </tr> <tr> <td style="text-align:left;"> La Sentinelle </td> <td style="text-align:right;"> 251 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 37 </td> </tr> <tr> <td style="text-align:left;"> Journal L’Express Montcalm </td> <td style="text-align:right;"> 251 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 104 </td> </tr> <tr> <td style="text-align:left;"> L’Écho de Laval </td> <td style="text-align:right;"> 249 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 86 </td> </tr> <tr> <td style="text-align:left;"> Monsaintroch </td> <td style="text-align:right;"> 248 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 65 </td> </tr> <tr> <td style="text-align:left;"> L’info du Nord Vallée de la Rouge </td> <td style="text-align:right;"> 243 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 124 </td> </tr> <tr> <td style="text-align:left;"> CKRL 89,1 </td> <td style="text-align:right;"> 242 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 39 </td> </tr> <tr> <td style="text-align:left;"> Courrier de Portneuf </td> <td style="text-align:right;"> 240 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 124 </td> </tr> <tr> <td style="text-align:left;"> Monsaintsauveur </td> <td style="text-align:right;"> 215 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 57 </td> </tr> <tr> <td style="text-align:left;"> Le Progrès de Coaticook </td> <td style="text-align:right;"> 209 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 72 </td> </tr> <tr> <td style="text-align:left;"> JournalLeGuide.com </td> <td style="text-align:right;"> 189 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 38 </td> </tr> <tr> <td style="text-align:left;"> L’Indice bohémien </td> <td style="text-align:right;"> 186 </td> <td style="text-align:right;"> 4 </td> <td style="text-align:right;"> 81 </td> </tr> <tr> <td style="text-align:left;"> L’Écho de Frontenac </td> <td style="text-align:right;"> 185 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 31 </td> </tr> <tr> <td style="text-align:left;"> Le Peuple Lotbinière </td> <td style="text-align:right;"> 163 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 49 </td> </tr> <tr> <td style="text-align:left;"> Actualités - L’Étincelle du Val SF </td> <td style="text-align:right;"> 157 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 56 </td> </tr> <tr> <td style="text-align:left;"> lAvenirEtDesRivieres.com </td> <td style="text-align:right;"> 157 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 61 </td> </tr> <tr> <td style="text-align:left;"> Journal Ski-se-Dit </td> <td style="text-align:right;"> 157 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 31 </td> </tr> <tr> <td style="text-align:left;"> L’aut’journal </td> <td style="text-align:right;"> 156 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 59 </td> </tr> <tr> <td style="text-align:left;"> Journal L’Action D’Autray </td> <td style="text-align:right;"> 154 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 44 </td> </tr> <tr> <td style="text-align:left;"> Bulletin des Chenaux </td> <td style="text-align:right;"> 152 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 55 </td> </tr> <tr> <td style="text-align:left;"> Radio Canada International </td> <td style="text-align:right;"> 148 </td> <td style="text-align:right;"> 4 </td> <td style="text-align:right;"> 106 </td> </tr> <tr> <td style="text-align:left;"> Le Radar, l’hebdomadaire des Îles </td> <td style="text-align:right;"> 146 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 33 </td> </tr> <tr> <td style="text-align:left;"> Journaldesvoisins.com </td> <td style="text-align:right;"> 138 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 53 </td> </tr> <tr> <td style="text-align:left;"> Journal L’Éveil </td> <td style="text-align:right;"> 136 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 44 </td> </tr> <tr> <td style="text-align:left;"> 92,9 CFUT </td> <td style="text-align:right;"> 131 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 26 </td> </tr> <tr> <td style="text-align:left;"> CKMN.FM </td> <td style="text-align:right;"> 125 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 40 </td> </tr> <tr> <td style="text-align:left;"> Journal Autour de l’Île </td> <td style="text-align:right;"> 123 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 94 </td> </tr> <tr> <td style="text-align:left;"> Journal l’Écho d’en Haut Inc. </td> <td style="text-align:right;"> 98 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 13 </td> </tr> <tr> <td style="text-align:left;"> TVC Basse-Lièvre </td> <td style="text-align:right;"> 98 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 45 </td> </tr> <tr> <td style="text-align:left;"> Journal L’Horizon, presse coopérative des Basques </td> <td style="text-align:right;"> 97 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 33 </td> </tr> <tr> <td style="text-align:left;"> Csur la télé </td> <td style="text-align:right;"> 93 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 13 </td> </tr> <tr> <td style="text-align:left;"> Journal Le Carrefour de Québec </td> <td style="text-align:right;"> 92 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 29 </td> </tr> <tr> <td style="text-align:left;"> Le Nord Info </td> <td style="text-align:right;"> 85 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 38 </td> </tr> <tr> <td style="text-align:left;"> L’Écho de Trois-Rivières </td> <td style="text-align:right;"> 84 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 35 </td> </tr> <tr> <td style="text-align:left;"> Tremblant Express </td> <td style="text-align:right;"> 75 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 36 </td> </tr> <tr> <td style="text-align:left;"> Journal Le Sentier </td> <td style="text-align:right;"> 71 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 15 </td> </tr> <tr> <td style="text-align:left;"> JOURNAL GRAFFICI </td> <td style="text-align:right;"> 67 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 14 </td> </tr> <tr> <td style="text-align:left;"> Journal Le Mouton Noir </td> <td style="text-align:right;"> 64 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 25 </td> </tr> <tr> <td style="text-align:left;"> L’Écho de la Rive-Nord </td> <td style="text-align:right;"> 60 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 23 </td> </tr> <tr> <td style="text-align:left;"> Sorel-Tracy Express.ca </td> <td style="text-align:right;"> 59 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 19 </td> </tr> <tr> <td style="text-align:left;"> Journal La Relève </td> <td style="text-align:right;"> 56 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 38 </td> </tr> <tr> <td style="text-align:left;"> CTBTV </td> <td style="text-align:right;"> 55 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 18 </td> </tr> <tr> <td style="text-align:left;"> Journal Entrée Libre </td> <td style="text-align:right;"> 50 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 27 </td> </tr> <tr> <td style="text-align:left;"> CFMF 103,1 FM </td> <td style="text-align:right;"> 50 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 24 </td> </tr> <tr> <td style="text-align:left;"> Le Gaboteur </td> <td style="text-align:right;"> 47 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 13 </td> </tr> <tr> <td style="text-align:left;"> La Métropole </td> <td style="text-align:right;"> 47 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 6 </td> </tr> <tr> <td style="text-align:left;"> Journal Le Lavalois </td> <td style="text-align:right;"> 46 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 13 </td> </tr> <tr> <td style="text-align:left;"> CHIP 101.9 </td> <td style="text-align:right;"> 45 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 45 </td> </tr> <tr> <td style="text-align:left;"> Chambly Express.ca </td> <td style="text-align:right;"> 42 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 10 </td> </tr> <tr> <td style="text-align:left;"> Journal Communautaire Le Cantonnier </td> <td style="text-align:right;"> 41 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 22 </td> </tr> <tr> <td style="text-align:left;"> Versants du Mont-Bruno </td> <td style="text-align:right;"> 35 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 27 </td> </tr> <tr> <td style="text-align:left;"> Journal Droit de Parole </td> <td style="text-align:right;"> 34 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 8 </td> </tr> <tr> <td style="text-align:left;"> Journal Outremont </td> <td style="text-align:right;"> 34 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 17 </td> </tr> <tr> <td style="text-align:left;"> Journal communautaire Ensemble pour bâtir </td> <td style="text-align:right;"> 24 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 12 </td> </tr> <tr> <td style="text-align:left;"> Television Rive-Sud-TVRS </td> <td style="text-align:right;"> 22 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 17 </td> </tr> <tr> <td style="text-align:left;"> La Vie d’Ici </td> <td style="text-align:right;"> 19 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 3 </td> </tr> <tr> <td style="text-align:left;"> TCFTV Montréal </td> <td style="text-align:right;"> 11 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 9 </td> </tr> <tr> <td style="text-align:left;"> Radio Centre-ville </td> <td style="text-align:right;"> 8 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 2 </td> </tr> </tbody> </table> </div> <pre class="r"><code>n_media_FB <- fb_posts$media %>% unique() %>% length() rm(fb_posts)</code></pre> <p>Il y a 153 pages Facebook de médias dans ce corpus.</p> </div> </div> <div id="information-sur-la-covid-19-en-général" class="section level1" number="4"> <h1 number="4"><span class="header-section-number">4</span> Information sur la COVID-19 en général</h1> <div id="progression-de-la-pandémie-au-québec" class="section level2" number="4.1"> <h2 number="4.1"><span class="header-section-number">4.1</span> Progression de la pandémie au Québec</h2> <p>Avec les données de l’<em>Institut national de santé publique du Québec</em> (<a href="https://www.inspq.qc.ca/covid-19/donnees">ici</a>), nous pouvons produire un graphique du nombre de cas confirmés de COVID-19 au Québec en 2020. Voir <code>figure1.jpg</code>.</p> <pre class="r"><code>dt_covid_cases <- fread(paste0(accessible_data_folder,"nb_cas_COVID_qc.csv")) dt_covid_cases <- dt_covid_cases[ , list(date = as.Date(`Date de déclaration du cas`), nb_cases = `Par lien épidémiologique` + `En laboratoire`)] ggplot(dt_covid_cases, aes(x= date, y = nb_cases)) + geom_smooth(span = .1, se= FALSE) + theme_classic() + labs(x= "", y = "Nombre de nouveaux cas") + scale_x_date(date_breaks = "2 week", date_labels = "%d %b") + theme(axis.text.x = element_text(angle = 45, vjust = 1, hjust=1, size = size_axis_text), axis.text.y = element_text(size = size_axis_text))</code></pre> <p><img src="data:image/png;base64,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" width="672" /></p> <pre class="r"><code>ggsave(file=paste0(fig_dir,"figure1.jpg"), height=4)</code></pre> </div> <div id="mentions-de-la-covid-dans-notre-1er-corpus" class="section level2" number="4.2"> <h2 number="4.2"><span class="header-section-number">4.2</span> Mentions de la COVID dans notre 1er corpus</h2> <p>Quelle proportion des textes dans le corpus de l’OCI mentionne la COVID entre janvier et juin 2020? Voir <code>figure2.jpg</code>.</p> <pre class="r"><code>dt_full_text <- fread(paste0(accessible_data_folder, "dt_full_text_for_count_sci.csv")) dt_articles_thru_time <- dt_full_text[,total := .N, by = date] %>% .[is_covid == TRUE, prop_covid := .N / total, by = date] %>% .[!is.na(prop_covid),list(date, prop_covid)] %>% unique() rm(dt_full_text) ggplot(dt_articles_thru_time[date >= "2020-03-01" ], aes(x=date, y=prop_covid)) + geom_smooth(se=F,method = 'loess', show.legend = FALSE, span = 0.1) + theme_bw() + ylab("Proportion") + scale_x_date(date_breaks = "2 week", date_labels = "%d %b") + theme(axis.text.x = element_text(angle = 45, vjust = 1, hjust=1, size = size_axis_text), axis.text.y = element_text(size = size_axis_text)) + xlab("") + ylim(0,1) + geom_segment(aes(x = pos_vline,xend=pos_vline,y=.03,yend=.9), linetype="dashed", colour = "black", size=.8, alpha = .6) + geom_text(aes(x=pos_vline, y= Inf, label = "Début de\nl'état d'urgence\nsanitaire"), colour = "black", vjust = 1.2, size = 3)</code></pre> <p><img src="data:image/png;base64,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" width="672" /></p> <pre class="r"><code> ggsave(file=paste0(fig_dir,"figure2.jpg"),height= 5, width = 8)</code></pre> </div> </div> <div id="plus-de-science" class="section level1" number="5"> <h1 number="5"><span class="header-section-number">5</span> Plus de science?</h1> <div id="part-du-contenu-médiatique" class="section level2" number="5.1"> <h2 number="5.1"><span class="header-section-number">5.1</span> Part du contenu médiatique</h2> <p>Notre première grande question concerne la part des textes médiatiques liés à la science. En premier lieu, nous utilisons une moyenne mobile sur une semaine pour suivre cette proportion (voir <code>figure_A1.jpg</code>). Comme il y a beaucoup de volatilité, nous utilisons ensuite un lissage par régression polynomiale locale (voir <code>figure3.jpg</code>).</p> <pre class="r"><code>dt_full_text <- fread(paste0(accessible_data_folder, "dt_full_text_for_count_sci.csv")) #On compte d'abord le nombre d'articles total par jour, #et le nombre d'articles qui mentionnent la science chaque jour dt_plot <- dt_full_text[, list(total_art = .N, total_sci = sum(is_science)), by = date] #Pour que les lignes soient superposées, on leur met tous la même année dt_plot <- dt_plot[month(date) < 7] dt_plot[,year := substr(date,1,4)] dt_plot[year == 2017, date := as.Date(date) %m+% years(3)] dt_plot[year == 2018, date := as.Date(date) %m+% years(2)] dt_plot[year == 2019, date := as.Date(date) %m+% years(1)] dt_plot[year %in% 2017:2019, corpus := 1][is.na(corpus), corpus := 2] dt_plot[, proportion := sum(total_sci)/sum(total_art), by = .(year, date)] #On utilise la moyenne sur 7 jours (3 jours avant et 3 jours après) #Pour les 3 premiers jours de la période et les 3 derniers, # on prend respectivement les 6 jours suivants et les 6 jours précédents. window_size = 7 dt_plot[, `:=`(week_mean = rollmean(proportion, window_size, align = "center", na.pad = TRUE), first_nas = rollmean(proportion, window_size, align = "left", na.pad = TRUE), last_nas = rollmean(proportion, window_size, align = "right", na.pad = TRUE)), by = year] dt_plot[is.na(week_mean) & is.na(first_nas), week_mean := last_nas] dt_plot[is.na(week_mean) & is.na(last_nas), week_mean := first_nas] dt_plot[corpus == 1, corpus_years := "2017-2019"] dt_plot[corpus == 2, corpus_years := "2020"] dt_plot[,corpus_years := as.factor(corpus_years)] title_g <- "Proportion d’articles à caractère scientifique\n dans les médias franco-canadiens" ggplot(dt_plot[date > as.Date("2020-01-01")], aes(x=date, y=week_mean, col = year)) + geom_line(size = .8) + theme_classic() + scale_x_date(date_breaks = "2 week", date_labels = "%d %b") + ggtitle(title_g) + theme(axis.text.x = element_text(angle = 45, vjust = 1, hjust=1, size = size_axis_text), axis.text.y = element_text(size = size_axis_text)) + ylab("Proportion") + labs(color = "Année", subtitle = "(Les lignes représentent des moyennes mobiles sur 7 jours)") + xlab("") + scale_color_viridis(discrete=TRUE, end = .9, direction = -1) + geom_segment(aes(x = pos_vline,xend=pos_vline,y=.03,yend=.083), linetype="dashed", colour = "black", size=.8, alpha = .6) + geom_text(aes(x=pos_vline, y= Inf, label = "Début de\nl'état d'urgence\nsanitaire"), colour = "black", vjust = 1.2, size = 3)</code></pre> <p><img src="data:image/png;base64,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" width="672" /></p> <pre class="r"><code> ggsave(file=paste0(fig_dir,"figure_A1.jpg"), width = 10) p_more_sci <- ggplot(dt_plot[date > as.Date("2020-01-01")], aes(x=date, y=proportion, col = year)) + geom_smooth(span = .2, se = FALSE) + theme_classic() + scale_x_date(date_breaks = "2 week", date_labels = "%d %b") + # ggtitle(title_g) + #ylim(0, NA) + theme(axis.text.x = element_text(angle = 45, vjust = 1, hjust=1, size = size_axis_text), axis.text.y = element_text(size = size_axis_text)) + ylab("Proportion") + labs(color = "Année"#, subtitle = "(Curves smoothed by local polynomial regression)" ) + xlab("") + scale_color_viridis(discrete=TRUE, end = .9, direction = -1) + geom_segment(aes(x = pos_vline,xend=pos_vline,y=.03,yend=.078), linetype="dashed", colour = "black", size=.8, alpha = .6) + geom_text(aes(x=pos_vline, y= Inf, label = "Début de\nl'état d'urgence\nsanitaire"), colour = "black", vjust = 1.2, size = 3) ggsave(file=paste0(fig_dir,"figure3.jpg"), plot = p_more_sci, width = 7, height =4) p_more_sci</code></pre> <p><img src="data:image/png;base64,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" width="672" /></p> <pre class="r"><code>prop_sci_first_half_y <- dt_plot[, list(annual_proportion = sum(total_sci)/sum(total_art), total_art = sum(total_art), total_sci = sum(total_sci)), by = year] prop_sci_pandemic <- dt_plot[date >= as.Date("2020-03-14"), list(annual_proportion = sum(total_sci)/sum(total_art), total_art = sum(total_art), total_sci = sum(total_sci)), by = year] prop_sci_before_pandemic <- dt_plot[date < as.Date("2020-03-14"), list(annual_proportion = sum(total_sci)/sum(total_art), total_art = sum(total_art), total_sci = sum(total_sci)), by = year] # Préparation des données pour utilisation ci-dessous. n_dt_covid_cases <- "Nouveaux cas de COVID" n_dt_science_prop <- "Proportion d'articles\nliés à la science" dt_p <- rbindlist(list(dt_covid_cases[,list(date, y = nb_cases, type_dt = n_dt_covid_cases)], data.table(date = as.Date(as.Date("2020-01-01"):(min(dt_covid_cases$date)-1)), y = 0, type_dt = n_dt_covid_cases), dt_plot[year == 2020, list(date = as.Date(date), y = proportion, type_dt = n_dt_science_prop)] ),fill = TRUE) rm(dt_plot, dt_full_text)</code></pre> <p>On voit que la proportion de textes liés à la science suit une tendance ascendante sur les quatre ans. Nous calculons les moyennes sur les 6 mois, pour le premier tableau, ou pendant les dates de la période d’urgence sanitaire (du 14 mars au 30 juin) dans le second :</p> <pre class="r"><code>nb_round = 3 prop_sci_first_half_y[, `Growth_rate` := round(c(NA, diff(annual_proportion)/annual_proportion[1:(.N-1)]), nb_round)] prop_sci_first_half_y[,list(Année = year, `Proportion` = round(annual_proportion,nb_round), `Taux de croissance` = Growth_rate)] %>% kable(caption = "Proportion d'articles liés à la science dans les premiers 6 mois de chaque année" ) %>% kable_styling("hover")</code></pre> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> Proportion d’articles liés à la science dans les premiers 6 mois de chaque année </caption> <thead> <tr> <th style="text-align:left;"> Année </th> <th style="text-align:right;"> Proportion </th> <th style="text-align:right;"> Taux de croissance </th> </tr> </thead> <tbody> <tr> <td style="text-align:left;"> 2017 </td> <td style="text-align:right;"> 0.041 </td> <td style="text-align:right;"> NA </td> </tr> <tr> <td style="text-align:left;"> 2018 </td> <td style="text-align:right;"> 0.048 </td> <td style="text-align:right;"> 0.179 </td> </tr> <tr> <td style="text-align:left;"> 2019 </td> <td style="text-align:right;"> 0.055 </td> <td style="text-align:right;"> 0.137 </td> </tr> <tr> <td style="text-align:left;"> 2020 </td> <td style="text-align:right;"> 0.065 </td> <td style="text-align:right;"> 0.200 </td> </tr> </tbody> </table> <pre class="r"><code>prop_sci_pandemic[, `Growth_rate` := round(c(NA, diff(annual_proportion)/annual_proportion[1:(.N-1)]) ,3)] prop_sci_pandemic[,list(Année = year, `Proportion` = annual_proportion, `Taux de croissance` = Growth_rate)] %>% kable(caption = "Proportion d'articles liés à la science du 14 mars (lendemain de l'annonce de l'état d'urgence sanitaire au Québec en 2020) jusqu'à la fin juin") %>% kable_styling("hover")</code></pre> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> Proportion d’articles liés à la science du 14 mars (lendemain de l’annonce de l’état d’urgence sanitaire au Québec en 2020) jusqu’à la fin juin </caption> <thead> <tr> <th style="text-align:left;"> Année </th> <th style="text-align:right;"> Proportion </th> <th style="text-align:right;"> Taux de croissance </th> </tr> </thead> <tbody> <tr> <td style="text-align:left;"> 2017 </td> <td style="text-align:right;"> 0.0377655 </td> <td style="text-align:right;"> NA </td> </tr> <tr> <td style="text-align:left;"> 2018 </td> <td style="text-align:right;"> 0.0497979 </td> <td style="text-align:right;"> 0.319 </td> </tr> <tr> <td style="text-align:left;"> 2019 </td> <td style="text-align:right;"> 0.0555046 </td> <td style="text-align:right;"> 0.115 </td> </tr> <tr> <td style="text-align:left;"> 2020 </td> <td style="text-align:right;"> 0.0673171 </td> <td style="text-align:right;"> 0.213 </td> </tr> </tbody> </table> <p>Cette tendance à la hausse est surprenante. Il faut s’assurer que ce ne soit pas un artefact de changements dans notre base de données. Comme test de robustesse, nous calculons:</p> <pre class="r"><code>dt_full_text <- fread(paste0(accessible_data_folder, "dt_full_text_for_count_sci.csv")) dt_full_text[root_url %in% c("www.lapresse.ca", "www.journaldemontreal.com", "ici.radio-canada.ca", "www.ledevoir.com", "www.tvanouvelles.ca"), list(Proportion = sum(is_science)/.N ), by = year(date)][ , list(Année = year, Proportion)] %>% kable(caption = "1. La proportion annuelle dans les médias principaux") %>% kable_styling("hover")</code></pre> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> <ol style="list-style-type: decimal"> <li>La proportion annuelle dans les médias principaux </caption> <thead> <tr> <th style="text-align:right;"> Année </th> <th style="text-align:right;"> Proportion </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 2017 </td> <td style="text-align:right;"> 0.0518921 </td> </tr> <tr> <td style="text-align:right;"> 2018 </td> <td style="text-align:right;"> 0.0617191 </td> </tr> <tr> <td style="text-align:right;"> 2019 </td> <td style="text-align:right;"> 0.0641443 </td> </tr> <tr> <td style="text-align:right;"> 2020 </td> <td style="text-align:right;"> 0.0759209 </td> </tr> </tbody> </table></li> </ol> <pre class="r"><code>dt_full_text[n_char_text > 1000, list(Proportion = sum(is_science)/.N ), by = year(date)][ , list(Année = year, Proportion)] %>% kable(caption = "2. La proportion annuelle d'articles avec plus de 1000 caractères (puisque la moyenne du nombre de caractères suit aussi une pente ascendante)") %>% kable_styling("hover")</code></pre> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> <ol start="2" style="list-style-type: decimal"> <li>La proportion annuelle d’articles avec plus de 1000 caractères (puisque la moyenne du nombre de caractères suit aussi une pente ascendante) </caption> <thead> <tr> <th style="text-align:right;"> Année </th> <th style="text-align:right;"> Proportion </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 2017 </td> <td style="text-align:right;"> 0.0557242 </td> </tr> <tr> <td style="text-align:right;"> 2018 </td> <td style="text-align:right;"> 0.0592089 </td> </tr> <tr> <td style="text-align:right;"> 2019 </td> <td style="text-align:right;"> 0.0651659 </td> </tr> <tr> <td style="text-align:right;"> 2020 </td> <td style="text-align:right;"> 0.0789753 </td> </tr> </tbody> </table></li> </ol> <pre class="r"><code>dt_full_text[n_char_text > 1000 & root_url %in% c("www.lapresse.ca", "www.journaldemontreal.com","ici.radio-canada.ca", "www.ledevoir.com", "www.tvanouvelles.ca"), list(Proportion = sum(is_science)/.N ), by = year(date)][ , list(Année = year, Proportion)] %>% kable(caption = "3. La combinaison des deux restrictions précédentes") %>% kable_styling("hover")</code></pre> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> <ol start="3" style="list-style-type: decimal"> <li>La combinaison des deux restrictions précédentes </caption> <thead> <tr> <th style="text-align:right;"> Année </th> <th style="text-align:right;"> Proportion </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 2017 </td> <td style="text-align:right;"> 0.0638760 </td> </tr> <tr> <td style="text-align:right;"> 2018 </td> <td style="text-align:right;"> 0.0723304 </td> </tr> <tr> <td style="text-align:right;"> 2019 </td> <td style="text-align:right;"> 0.0729239 </td> </tr> <tr> <td style="text-align:right;"> 2020 </td> <td style="text-align:right;"> 0.0868425 </td> </tr> </tbody> </table></li> </ol> <pre class="r"><code>rm(dt_full_text)</code></pre> <p>La tendance vers le haut est présente sous toutes ces restrictions. Elle ne semble donc pas être un artefact de nos données.</p> <p>De retour à la distribution des proportions, nous vérifions que les différences sont statistiquement significatives. Nous définissons l’hypothèse alternative comme étant que la période prépandémique avait une proportion plus faible.</p> <p>Premier scénario : 2020 contre 2019 pour l’ensemble des premiers 6 mois.</p> <pre class="r"><code>y_select = 2019:2020 prop.test(prop_sci_first_half_y[year %in% y_select, total_sci], prop_sci_first_half_y[year %in% y_select, total_art], alternative = "l") </code></pre> <pre><code>## ## 2-sample test for equality of proportions with continuity correction ## ## data: prop_sci_first_half_y[year %in% y_select, total_sci] out of prop_sci_first_half_y[year %in% y_select, total_art] ## X-squared = 250.75, df = 1, p-value < 2.2e-16 ## alternative hypothesis: less ## 95 percent confidence interval: ## -1.000000000 -0.009793704 ## sample estimates: ## prop 1 prop 2 ## 0.05456841 0.06549103</code></pre> <p>L’hypothèse nulle est fortement rejetée.</p> <p>2e scénario : du 15 mars à la fin juin, en comparant 2020 à 2019:</p> <pre class="r"><code>y_select = 2019:2020 prop.test(prop_sci_pandemic[year %in% y_select, total_sci], prop_sci_pandemic[year %in% y_select, total_art], alternative = "l")</code></pre> <pre><code>## ## 2-sample test for equality of proportions with continuity correction ## ## data: prop_sci_pandemic[year %in% y_select, total_sci] out of prop_sci_pandemic[year %in% y_select, total_art] ## X-squared = 178.85, df = 1, p-value < 2.2e-16 ## alternative hypothesis: less ## 95 percent confidence interval: ## -1.00000000 -0.01036644 ## sample estimates: ## prop 1 prop 2 ## 0.05550462 0.06731709</code></pre> <p>L’hypothèse nulle est encore fortement rejetée.</p> <p>3e scénario : en se concentrant sur 2020, avant et après le début de la pandémie au Québec:</p> <pre class="r"><code>y_select = 2020 dt_2020 <- rbind(prop_sci_before_pandemic[year == y_select, list(pandemic_in_QC = FALSE, total_sci,total_art)], prop_sci_pandemic[year == y_select, list(pandemic_in_QC = TRUE, total_sci,total_art)]) prop.test(dt_2020[, total_sci],dt_2020[, total_art], alternative = "l")</code></pre> <pre><code>## ## 2-sample test for equality of proportions with continuity correction ## ## data: dt_2020[, total_sci] out of dt_2020[, total_art] ## X-squared = 23.736, df = 1, p-value = 5.524e-07 ## alternative hypothesis: less ## 95 percent confidence interval: ## -1.000000000 -0.003218551 ## sample estimates: ## prop 1 prop 2 ## 0.06247113 0.06731709</code></pre> <p>Ici, la différence est moins dramatique, mais l’hypothèse est tout de même fortement rejetée.</p> <p>La similitude est frappante entre les tendances temporelles du nombre quotidien de cas de COVID et de la proportion d’articles liés à la science (voir <code>figure_A2.jpg</code>):</p> <p><img src="data:image/png;base64,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" width="672" /></p> <p>Même si c’est peu probable, cette synchronicité pourrait être une coïncidence. Vérification : Est-ce que les articles à propos de la COVID sont plus fréquemment liés à la science? (voir <code>figure_A3.jpg</code>)</p> <pre class="r"><code>dt_full_text <- fread(paste0(accessible_data_folder, "dt_full_text_for_count_sci.csv")) dt_full_text[is_covid == TRUE, est_covid := "Vrai"][ is.na(est_covid), est_covid := "Faux"] dt_full_text$is_covid <- factor(dt_full_text$is_covid , levels = c("TRUE", "FALSE")) dt_full_text$est_covid <- factor(dt_full_text$est_covid , levels = c("Vrai", "Faux")) ggplot( dt_full_text[year(date) == 2020, sum(is_science)/.N, by = .(date, est_covid)], aes(x=date, y = V1, color = est_covid)) + geom_smooth(span = .4, se = FALSE) + theme_classic() + ylim(0,NA) + scale_x_date(date_breaks = "2 week", date_labels = "%d %b") + theme(axis.text.x = element_text(angle = 45, vjust = 1, hjust=1, size = size_axis_text), axis.text.y = element_text(size = size_axis_text)) + labs(y = "Proportion", x = "", title = "Proportion d'articles liés à la science", subtitle = "(Courbes lissées par régression polynomiale locale)", color = "À propos de la COVID") + geom_segment(aes(x = pos_vline,xend=pos_vline,y=0,yend=.26), linetype="dashed", colour = "black", size=.8, alpha = .6) + geom_text(aes(x=pos_vline, y= Inf, label = "Début de\nl'état d'urgence\nsanitaire"), colour = "black", vjust = 1.2, size = 3) + scale_color_viridis( discrete=TRUE, end = .6, direction = 1) # +</code></pre> <p><img src="data:image/png;base64,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" width="672" /></p> <pre class="r"><code> ggsave(file=paste0(fig_dir,"figure_A3.jpg"),width = 7) #print("Proportion of science-related articles in the first half of 2020") dt_full_text[year(date) == 2020, list(proportion_of_science = sum(is_science)/.N), by = est_covid][ ,list(`À propos de la COVID` = est_covid, `Proportion de science` = proportion_of_science)] %>% kable(caption = "Première moitié de 2020") %>% kable_styling("hover", full_width = F)</code></pre> <table class="table table-hover" style="width: auto !important; margin-left: auto; margin-right: auto;"> <caption> Première moitié de 2020 </caption> <thead> <tr> <th style="text-align:left;"> À propos de la COVID </th> <th style="text-align:right;"> Proportion de science </th> </tr> </thead> <tbody> <tr> <td style="text-align:left;"> Faux </td> <td style="text-align:right;"> 0.047272 </td> </tr> <tr> <td style="text-align:left;"> Vrai </td> <td style="text-align:right;"> 0.095466 </td> </tr> </tbody> </table> <pre class="r"><code>dt_full_text[between(date, as.Date("2020-01-01"), as.Date("2020-02-29")), list(proportion_of_science = sum(is_science)/.N), by = est_covid][ ,list(`À propos de la COVID` = est_covid, `Proportion de science` = proportion_of_science)] %>% kable(caption = "Seulement janvier et février 2020") %>% kable_styling("hover", full_width = F)</code></pre> <table class="table table-hover" style="width: auto !important; margin-left: auto; margin-right: auto;"> <caption> Seulement janvier et février 2020 </caption> <thead> <tr> <th style="text-align:left;"> À propos de la COVID </th> <th style="text-align:right;"> Proportion de science </th> </tr> </thead> <tbody> <tr> <td style="text-align:left;"> Faux </td> <td style="text-align:right;"> 0.0576441 </td> </tr> <tr> <td style="text-align:left;"> Vrai </td> <td style="text-align:right;"> 0.1693911 </td> </tr> </tbody> </table> <pre class="r"><code>#print("Proportion of science-related articles in March to June of 2020") dt_full_text[date > as.Date("2020-02-29"), list(proportion_of_science = sum(is_science)/.N), by = est_covid][ ,list(`À propos de la COVID` = est_covid, `Proportion de science` = proportion_of_science)] %>% kable(caption = "Mars à juin 2020") %>% kable_styling("hover", full_width = F)</code></pre> <table class="table table-hover" style="width: auto !important; margin-left: auto; margin-right: auto;"> <caption> Mars à juin 2020 </caption> <thead> <tr> <th style="text-align:left;"> À propos de la COVID </th> <th style="text-align:right;"> Proportion de science </th> </tr> </thead> <tbody> <tr> <td style="text-align:left;"> Faux </td> <td style="text-align:right;"> 0.0383117 </td> </tr> <tr> <td style="text-align:left;"> Vrai </td> <td style="text-align:right;"> 0.0922036 </td> </tr> </tbody> </table> <pre class="r"><code>rm(dt_full_text)</code></pre> <p>La réponse est clairement affirmative : le lien à la science est plus fort pour les articles qui traitent de la COVID. Ce lien est particulièrement fort au tout début de 2020, mais il demeure significatif tout au long de la première vague.</p> </div> <div id="intensité-de-lintérêt-du-public-pour-la-science" class="section level2" number="5.2"> <h2 number="5.2"><span class="header-section-number">5.2</span> Intensité de l’intérêt du public pour la science</h2> <p>Pour répondre à notre deuxième question dans ce volet sur la quantité de science dans les médias – la science a-t-elle davantage intéressé le public des médias – nous nous tournons vers le corpus Facebook et utilisons les interactions (ou <em>engagement</em> en anglais) comme mesure. À noter que nous prenons le logarithme des interactions puisque celui-ci suit une loi de puissance.</p> <p>Nous produisons d’abord une représentation par boîtes à moustaches de la distribution des interactions pour nos quatre catégories de publications (voir <code>figure4.jpg</code>).</p> <pre class="r"><code>fb_posts <- fread(paste0(accessible_data_folder, "FB_data.csv")) fb_posts$Status <- factor(fb_posts$Status , levels = fb_posts[order(is_science, since_COVID), Status %>% unique() %>% rev()] ) ### Représentation avec diagramme de boîtes à moustaches: ggplot(fb_posts[semaine >= 10], aes(y= Status, x=log(interaction), fill= Status, col= Status )) + geom_boxplot(alpha= .6) + theme_classic() + guides(fill="none", col="none") + labs(x = "Logarithme des interactions totales", y="") + theme(axis.text.x = element_text(size = 12)) + scale_fill_viridis(discrete=TRUE, end = .7, direction = -1) + scale_color_viridis(discrete=TRUE, end = .7, direction = -1)</code></pre> <p><img src="data:image/png;base64,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" width="672" /></p> <pre class="r"><code> ggsave(file=paste0(fig_dir,"figure4.jpg"),width = 7,height = 4 ) ## Préparation des données pour les tests statistiques dt_to_fit <- fb_posts[semaine >= 10,list(log_interaction = log(interaction), is_science, since_COVID, semaine, Status2)] rm(fb_posts)</code></pre> <p>Nous testons ensuite avec un modèle ANOVA pour l’égalité des moyennes des distributions:</p> <pre class="r"><code>## test ANOVA sur les quatre sous populations model_w_anova <- aov(log_interaction ~ Status2, dt_to_fit) summary(model_w_anova)</code></pre> <pre><code>## Df Sum Sq Mean Sq F value Pr(>F) ## Status2 3 104 34.80 21.38 7.75e-14 *** ## Residuals 112781 183561 1.63 ## --- ## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1</code></pre> <p>L’hypothèse nulle de l’égalité des distributions est fortement rejetée. Nous proposons ensuite un modèle de régression avec un terme d’interaction pour séparer les différentes composantes. Le modèle est:</p> <p><span class="math display">\[ log(E) = \alpha + \beta_1 S+ \beta_2 C + \delta SC + \varepsilon \hspace{2em} \varepsilon \sim NID(\theta, \sigma^2) \]</span> Où <span class="math inline">\(E\)</span> est la somme des interactions (l’engagement selon Facebook), <span class="math inline">\(S\)</span> est une variable binaire pour la référence à la science (<span class="math inline">\(S=1\)</span> si oui; <span class="math inline">\(S=0\)</span> si non) et <span class="math inline">\(C\)</span> est une variable binaire pour la période de la pandémie (<span class="math inline">\(C = 1\)</span> si mars à juin 2020; <span class="math inline">\(C= 0\)</span> si mars à juin, de 2017 à 2019). L’estimation du modèle par la méthode des moindres carrés produit ces résultats :</p> <pre class="r"><code>## Modèle de régression avec un terme d'interaction entre nos deux variables binaires: model_w_interaction <- lm(log_interaction ~ is_science*since_COVID, data = dt_to_fit) ## Estimation du modèle avec des erreurs standardisées robustes stargazer(model_w_interaction, se=list(sqrt(diag(vcovHC(model_w_interaction, type = "HC1")))), title="Regression des interactions sur Facebook", type="text", #align = TRUE,#type = "latex", float = TRUE, # df=FALSE, digits=3)</code></pre> <pre><code>## ## Regression des interactions sur Facebook ## ====================================================== ## Dependent variable: ## --------------------------- ## log_interaction ## ------------------------------------------------------ ## is_science 0.207*** ## (0.050) ## ## since_COVID 0.021*** ## (0.008) ## ## is_scienceTRUE:since_COVID 0.173** ## (0.079) ## ## Constant 5.462*** ## (0.005) ## ## ------------------------------------------------------ ## Observations 112,785 ## R2 0.001 ## Adjusted R2 0.001 ## Residual Std. Error 1.276 ## F Statistic 21.378*** ## ====================================================== ## Note: *p<0.1; **p<0.05; ***p<0.01</code></pre> <p>L’ensemble des paramètres sont significativement différents de zéro. Le paramètre principal pour nous est <span class="math inline">\(\delta\)</span> puisqu’il extrait la hausse spécifique liée à la science pendant la pandémie.</p> <p>Comme notre variable dépendante (les interactions) est en logarithme, les paramètres estimés donnent des relations entre moyennes géométriques (et non arithmétiques):</p> <ol style="list-style-type: decimal"> <li>Sans science avant COVID: <span class="math inline">\(e^\alpha\)</span> = 236</li> <li>Sans science pendant COVID: <span class="math inline">\(e^{\alpha + \beta_2}\)</span> = 241</li> <li>Science avant COVID: <span class="math inline">\(e^{\alpha + \beta_1}\)</span> = 290</li> <li>Science pendant COVID: <span class="math inline">\(e^{\alpha + \beta_1 + \beta_2 + \delta}\)</span> = 352</li> </ol> <p>Ces valeurs correspondent à une augmentation de 49.3% de la moyenne géométrique des interactions entre les publications prépandémiques pas explicitement sur la science et celles pendant la pandémie liées à la science. Le contraste le plus important est entre les publications liées à la science avant et pendant la pandémie : une augmentation de 21.3% de la moyenne géométrique des interactions.</p> <p>Pour interpréter plus finement cette augmentation des interactions, nous allons :</p> <ol style="list-style-type: decimal"> <li>Étudier les publications liées à la science qui génèrent plus d’interactions</li> <li>Étudier l’évolution temporelle des interactions sur la période</li> </ol> <div id="types-de-publications-liées-à-la-science-générant-beaucoup-dinteractions-durant-la-pandémie" class="section level3" number="5.2.1"> <h3 number="5.2.1"><span class="header-section-number">5.2.1</span> Types de publications liées à la science générant beaucoup d’interactions durant la pandémie</h3> <p>Pour étudier les publications liées à la science qui génèrent beaucoup d’interactions, nous pouvons d’abord diviser notre corpus par page :</p> <pre class="r"><code>fb_posts <- fread(paste0(accessible_data_folder, "FB_data.csv")) # Focussing on science posts during covid fb_sci_cov <- fb_posts[is_science == TRUE & since_COVID == TRUE] fb_sci_cov[, list(number_posts = .N, mean_engagement = mean(log(interaction))), by = media][ order(-mean_engagement), list(Média = media, `Publications` = number_posts, `Interactions moyennes` = mean_engagement)]</code></pre> <div data-pagedtable="false"> <script data-pagedtable-source type="application/json"> {"columns":[{"label":["Média"],"name":[1],"type":["chr"],"align":["left"]},{"label":["Publications"],"name":[2],"type":["int"],"align":["right"]},{"label":["Interactions moyennes"],"name":[3],"type":["dbl"],"align":["right"]}],"data":[{"1":"TVA Nouvelles","2":"32","3":"8.089974"},{"1":"Radio-Canada Information","2":"37","3":"7.119920"},{"1":"Le Journal de Montréal","2":"48","3":"6.748127"},{"1":"La Presse","2":"52","3":"6.555075"},{"1":"ICI Estrie","2":"7","3":"6.390691"},{"1":"FM Charlevoix - CIHO 96,3","2":"1","3":"6.383507"},{"1":"Le Devoir","2":"51","3":"6.227487"},{"1":"TVA Est-du-Québec","2":"1","3":"6.226537"},{"1":"ICI Gaspésie-Les-Îles","2":"2","3":"6.200721"},{"1":"Le Nord-Côtier","2":"1","3":"6.200509"},{"1":"Les 2 Rives","2":"1","3":"6.169611"},{"1":"L'Éclaireur Progrès","2":"1","3":"6.137727"},{"1":"Le Journal de Québec","2":"32","3":"5.967271"},{"1":"TVA Gatineau-Ottawa","2":"3","3":"5.911250"},{"1":"FM 103,3 - La radio allumée","2":"4","3":"5.777029"},{"1":"Le Charlevoisien","2":"1","3":"5.733341"},{"1":"ICI Bas-Saint-Laurent","2":"6","3":"5.731439"},{"1":"ICI Québec","2":"10","3":"5.670293"},{"1":"TVA Sherbrooke","2":"1","3":"5.616771"},{"1":"ICI Côte-Nord","2":"3","3":"5.616287"},{"1":"L'Avantage","2":"2","3":"5.496513"},{"1":"Journal L'Express de Drummondville","2":"1","3":"5.484797"},{"1":"Journal Le Manic","2":"2","3":"5.407232"},{"1":"ICI Ottawa Gatineau","2":"1","3":"5.384495"},{"1":"Journal Saint-François","2":"1","3":"5.351858"},{"1":"TVA Saguenay-Lac-St-Jean","2":"1","3":"5.347108"},{"1":"98,5 FM","2":"7","3":"5.341966"},{"1":"HuffPost Québec","2":"21","3":"5.325771"},{"1":"104,7 Outaouais","2":"5","3":"5.277032"},{"1":"Journal Mobiles","2":"6","3":"5.157548"},{"1":"ICI Mauricie Centre-du-Québec","2":"8","3":"5.147413"},{"1":"Le Placoteux","2":"2","3":"5.063595"},{"1":"Le Soleil","2":"32","3":"5.008053"},{"1":"L'actualité","2":"22","3":"4.978473"},{"1":"ICI Abitibi-Témiscamingue","2":"3","3":"4.918454"},{"1":"Courrier Laval","2":"3","3":"4.905311"},{"1":"Le Quotidien","2":"30","3":"4.877176"},{"1":"Journal Métro","2":"17","3":"4.870356"},{"1":"Info Dimanche","2":"2","3":"4.826647"},{"1":"La Tribune","2":"23","3":"4.808452"},{"1":"ICI Grand Montréal","2":"6","3":"4.756319"},{"1":"Le Nouvelliste","2":"24","3":"4.752249"},{"1":"L'Avant-Poste","2":"1","3":"4.718499"},{"1":"www.lanouvelle.net","2":"1","3":"4.663439"},{"1":"106.9 FM Mauricie","2":"2","3":"4.657215"},{"1":"La Voix de l'Est","2":"15","3":"4.600764"},{"1":"TVA Québec","2":"1","3":"4.488636"},{"1":"L'Hebdo du St-Maurice","2":"2","3":"4.353741"},{"1":"Radio Gaspésie","2":"2","3":"4.353741"},{"1":"Journal Le Nord","2":"1","3":"4.304065"},{"1":"Le Courrier Sud","2":"1","3":"4.204693"},{"1":"Monlimoilou","2":"1","3":"4.077537"},{"1":"Hebdo Rive Nord","2":"1","3":"3.988984"},{"1":"L'Hebdo Journal","2":"2","3":"3.977888"},{"1":"VIA 90.5 FM","2":"2","3":"3.702748"},{"1":"L'aut'journal","2":"1","3":"3.610918"},{"1":"Radio Canada International","2":"4","3":"3.511980"},{"1":"EstriePlus.com Le Journal Internet","2":"2","3":"3.465247"},{"1":"Journal Outremont","2":"1","3":"3.433987"},{"1":"CFIM, la radio des Îles de la Madeleine","2":"9","3":"2.441499"}],"options":{"columns":{"min":{},"max":[10]},"rows":{"min":[10],"max":[10]},"pages":{}}} </script> </div> <pre class="r"><code>rm(fb_posts)</code></pre> <p>On constate que ce sont surtout des pages de médias « nationaux » qui produisent le plus de publications liées à la science et qui génèrent le plus d’interactions moyennes.</p> <p>Une analyse lexicale nous permet de caractériser davantage le contenu des publications générant beaucoup d’interactions. Nous avons d’abord effectué un étiquetage morphosyntaxique du sous-corpus des publications liées à la science pendant la COVID (<code>scripts/05-Facebook_corpus_preparation.R</code>). Nous divisons ensuite les publications en deux groupes : celles dont le log des interactions est sous la moyenne (interactions faibles) et celles dont le log est au-dessus de la moyenne (interactions fortes). Nous pouvons ainsi extraire les termes caractéristiques de ces deux groupes avec une analyse des résidus standardisés.</p> <pre class="r"><code># Chargement des publications étiquetées load(paste0(data_folder, "dt_tagged_tokens_FB_science_in_COVID.RData")) # Calcul d'un score par publication par rapport à la moyenne du log des interactions fb_sci_cov[, z_score := (log(interaction) - mean(log(interaction)))/mean(log(interaction))] dt_tagged_tokens_science <- merge(dt_tagged_tokens_science, fb_sci_cov[,list(postID,z_score)], by.x = "doc_id", by.y = "postID", all.x = TRUE) save(dt_tagged_tokens_science, file = paste0(data_folder, "dt_tagged_tokens_FB_science_in_COVID_extended.RData")) # On se limite à des segments de phrases pertinents dt_lemmas <- dt_tagged_tokens_science[upos %in% c("ADJ","NOUN", "PROPN","VERB")] # La distinction entre les deux corpus: faibles/fortes interactions dt_lemmas[z_score < 0 , corpus:=1][is.na(corpus), corpus:=2] dt_chi_sqr <- dt_lemmas[lemma != "<unknown>", list(count = .N, weighted_count = sum(abs(z_score))), by = .(lemma, corpus)] dt_chi_sqr <- merge(dt_chi_sqr[corpus==1], dt_chi_sqr[corpus==2], by = "lemma", all = TRUE) dt_chi_sqr[is.na(corpus.x), `:=`(corpus.x = 1, count.x = 0, weighted_count.x = 0)] dt_chi_sqr[is.na(corpus.y), `:=`(corpus.y = 2, count.y = 0, weighted_count.y = 0)] setnames(dt_chi_sqr, c("corpus.x", "corpus.y", "count.x", "count.y", "weighted_count.x", "weighted_count.y"), c("corpus_1", "corpus_2", "Lemma_count_1", "Lemma_count_2", "Lemma_weighted_count_1", "Lemma_weighted_count_2")) #Éviter les divisions par zéro dt_chi_sqr[, `:=`(Lemma_count_1 = Lemma_count_1 + 1, Lemma_count_2 = Lemma_count_2 + 1)] res_chi <- chisq.test(dt_chi_sqr[,list(Lemma_weighted_count_1,Lemma_weighted_count_2)]) rm(dt_tagged_tokens_science)</code></pre> <p>Création du graphique sur la base des résidus standardisés. Voir <code>figure_A4.jpg</code>.</p> <pre class="r"><code>dt_chi_sqr[, residual := res_chi$stdres[,2]] setorder(dt_chi_sqr, residual) lemmas_that_are_not_verbs <- c("quir", "unrir", "hydroxychloroquiner", "infecté", "influenzer", "éternir", "immuniter", "épidémie", "ne", "professeurer", "âgé", "professeur") dt_chi_sqr <- dt_chi_sqr[!lemma %in% lemmas_that_are_not_verbs] nb_inc <- 15 dt_plot <- rbind(dt_chi_sqr[, list(lemma, residual)] %>% head(nb_inc), dt_chi_sqr[, list(lemma, residual)] %>% tail(nb_inc)) dt_plot[residual > 0, corpus_title := "Interactions fortes"][ is.na(corpus_title), corpus_title := "Interactions faibles"] dt_plot[corpus_title == "Interactions faibles", residual := -residual] ggplot(dt_plot, aes(x = reorder(lemma, residual), y = residual, fill = corpus_title), col = corpus_title) + geom_bar(stat = "identity") + ylab("Résidu standardisé") + xlab("Lemme") + facet_wrap(~corpus_title, scales = "free_y",) + scale_x_reordered() + guides(fill="none") + # scale_y_continuous(expand=c(0,1)) + theme_bw() + coord_flip() + scale_fill_viridis( discrete=TRUE, end = .6)</code></pre> <p><img src="data:image/png;base64,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" width="672" /></p> <pre class="r"><code> ggsave(file=paste0(fig_dir,"figure_A4.jpg"),width = 6, height= 4 )</code></pre> <p>Quelques termes dans ce graphique sont un peu surprenants. Nous extrayons le contexte de leur utilisation pour mieux comprendre :</p> <pre class="r"><code>load(paste0(data_folder, "dt_tagged_tokens_FB_science_in_COVID_extended.RData")) dt_tagged_tokens_science[, termid := 1:.N] fct_for_context_extraction <- function(lemma_to_search, n_before_after = 3, high_engagement = TRUE){ if(high_engagement == TRUE){ ids <- dt_tagged_tokens_science[lemma == lemma_to_search & z_score > 0, termid] } else if(high_engagement == FALSE){ ids <- dt_tagged_tokens_science[lemma == lemma_to_search & z_score < 0, termid] } ids_neighbor <- lapply(ids, function(x) (x - n_before_after) :( x + n_before_after)) strings <- lapply(ids_neighbor, function(x) dt_tagged_tokens_science[termid %in% x, paste(token, collapse = " ")]) %>% unlist %>% unique() df <- data.frame(strings) colnames(df) <- paste0("Contexte du terme '", lemma_to_search, "'") return( df %>% kable(booktabs = T) %>% kable_styling( ) %>% scroll_box(width = "100%", height = "200px") ) } fct_for_context_extraction(lemma_to_search = "souche")</code></pre> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table" style="margin-left: auto; margin-right: auto;"> <thead> <tr> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> Contexte du terme ‘souche’ </th> </tr> </thead> <tbody> <tr> <td style="text-align:left;"> . Une nouvelle souche de le virus </td> </tr> <tr> <td style="text-align:left;"> identifié une nouvelle souche de le coronavirus </td> </tr> <tr> <td style="text-align:left;"> ont découvert une souche de virus de </td> </tr> <tr> <td style="text-align:left;"> monde . Cette souche serait devenue dominante </td> </tr> <tr> <td style="text-align:left;"> COVID-19 Une nouvelle souche de le virus </td> </tr> <tr> <td style="text-align:left;"> . La deuxième souche aurait frappé à </td> </tr> <tr> <td style="text-align:left;"> pandémie . La souche « possède tous </td> </tr> </tbody> </table> </div> <pre class="r"><code>fct_for_context_extraction(lemma_to_search = "prendre")</code></pre> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table" style="margin-left: auto; margin-right: auto;"> <thead> <tr> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> Contexte du terme ‘prendre’ </th> </tr> </thead> <tbody> <tr> <td style="text-align:left;"> un pari que prend le gouvernement provincial </td> </tr> <tr> <td style="text-align:left;"> là les décideurs prennent de les décisions </td> </tr> <tr> <td style="text-align:left;"> quelques-unes décortiquées . Prise en charge de </td> </tr> <tr> <td style="text-align:left;"> , j’ en prends depuis une semaine </td> </tr> <tr> <td style="text-align:left;"> , qu’ il prenait un comprimé d’ </td> </tr> <tr> <td style="text-align:left;"> pour les parents pris à la maison </td> </tr> <tr> <td style="text-align:left;"> COVID-19 qui avaient pris en automédication … </td> </tr> <tr> <td style="text-align:left;"> COVID-19 qui avaient pris en automédication de </td> </tr> <tr> <td style="text-align:left;"> Arruda s’ en prend à les « </td> </tr> <tr> <td style="text-align:left;"> , j’ en prends depuis une semaine </td> </tr> <tr> <td style="text-align:left;"> le Canada avait pris de les mesures </td> </tr> <tr> <td style="text-align:left;"> «Si le gouvernement prend à le sérieux </td> </tr> <tr> <td style="text-align:left;"> différentes communautés et prend en considération la </td> </tr> <tr> <td style="text-align:left;"> décision , également prise par Starbucks et </td> </tr> <tr> <td style="text-align:left;"> et les connaissances prennent de le temps </td> </tr> <tr> <td style="text-align:left;"> .» Donald Trump prend de l’ hydroxychloroquine </td> </tr> <tr> <td style="text-align:left;"> ces deux branches prend source dans un </td> </tr> <tr> <td style="text-align:left;"> de les mesures prises pour protéger les </td> </tr> </tbody> </table> </div> <pre class="r"><code>fct_for_context_extraction(lemma_to_search = "Trump")</code></pre> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table" style="margin-left: auto; margin-right: auto;"> <thead> <tr> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> Contexte du terme ‘Trump’ </th> </tr> </thead> <tbody> <tr> <td style="text-align:left;"> endossé par Donald Trump pour soigner les </td> </tr> <tr> <td style="text-align:left;"> Même si Donald Trump et un scientifique </td> </tr> <tr> <td style="text-align:left;"> désinfectant » ? Trump accusé d’ être </td> </tr> <tr> <td style="text-align:left;"> déclarations de Donald Trump jeudi ont consterné </td> </tr> <tr> <td style="text-align:left;"> a déclaré Donald Trump lors de son </td> </tr> <tr> <td style="text-align:left;"> presse quotidien . Trump , coronavirus et </td> </tr> <tr> <td style="text-align:left;"> la COVID-19 . Trump , mépris de </td> </tr> <tr> <td style="text-align:left;"> York demande à Trump d’ écouter la </td> </tr> <tr> <td style="text-align:left;"> bit.ly/39TQCpO Donald J. Trump a partagé un </td> </tr> <tr> <td style="text-align:left;"> de les patchs Trump , coronavirus et </td> </tr> <tr> <td style="text-align:left;"> par 2500 » Trump , mépris de </td> </tr> <tr> <td style="text-align:left;"> coup , Donald Trump a annoncé lundi </td> </tr> <tr> <td style="text-align:left;"> les propos de Trump sur le désinfectant </td> </tr> <tr> <td style="text-align:left;"> les propos de Trump soulèvent la controverse </td> </tr> <tr> <td style="text-align:left;"> le gouvernement , Trump recommande les masques </td> </tr> <tr> <td style="text-align:left;"> président américain Donald Trump a annoncé vendredi </td> </tr> <tr> <td style="text-align:left;"> les propos de Trump déclenchent un tollé </td> </tr> <tr> <td style="text-align:left;"> américaines . Donald Trump : mépris de </td> </tr> <tr> <td style="text-align:left;"> Le virus , Trump et la prise </td> </tr> <tr> <td style="text-align:left;"> de le gouvernement Trump pour affronter la </td> </tr> <tr> <td style="text-align:left;"> politique .» Donald Trump prend de l’ </td> </tr> <tr> <td style="text-align:left;"> a déclaré M. Trump . Tous les </td> </tr> </tbody> </table> </div> <pre class="r"><code>fct_for_context_extraction(lemma_to_search = "devoir")</code></pre> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table" style="margin-left: auto; margin-right: auto;"> <thead> <tr> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> Contexte du terme ‘devoir’ </th> </tr> </thead> <tbody> <tr> <td style="text-align:left;"> contraire qu’ ils doivent être maintenus . </td> </tr> <tr> <td style="text-align:left;"> système d’ éducation doit passer avant un </td> </tr> <tr> <td style="text-align:left;"> : les régions devront rester fermées , </td> </tr> <tr> <td style="text-align:left;"> pourrait -il être dû à les recherches </td> </tr> <tr> <td style="text-align:left;"> . «Arruda ne doit pas perdre sa </td> </tr> <tr> <td style="text-align:left;"> Laliberté «Arruda ne doit pas perdre sa </td> </tr> <tr> <td style="text-align:left;"> vedettariat qu’ il doit à le premier </td> </tr> <tr> <td style="text-align:left;"> . Le gouvernement doit imposer un moratoire </td> </tr> <tr> <td style="text-align:left;"> . Les régions devront rester fermées , </td> </tr> <tr> <td style="text-align:left;"> coronavirus , elle devrait être l’ une </td> </tr> <tr> <td style="text-align:left;"> chercheuse Les régions devront rester fermées , </td> </tr> <tr> <td style="text-align:left;"> pandémie de coronavirus devrait durer à le </td> </tr> <tr> <td style="text-align:left;"> pandémie de coronavirus devrait durer de 18 </td> </tr> <tr> <td style="text-align:left;"> de la population doit porter le masque </td> </tr> <tr> <td style="text-align:left;"> Ce qui ne devait être qu’ une </td> </tr> <tr> <td style="text-align:left;"> le sapin baumier devrait laisser sa place </td> </tr> <tr> <td style="text-align:left;"> brevetée , mais devra maintenant passer l’ </td> </tr> <tr> <td style="text-align:left;"> même nombreux à devoir être hospitalisés . </td> </tr> <tr> <td style="text-align:left;"> les enseignants ne devraient pas hésiter à </td> </tr> <tr> <td style="text-align:left;"> de l’ Éducation devrait leur envoyer une </td> </tr> <tr> <td style="text-align:left;"> à la ferme devrait être illégale , </td> </tr> <tr> <td style="text-align:left;"> à la ferme devrait être illégal , </td> </tr> <tr> <td style="text-align:left;"> climatique , il doit inscrire dans la </td> </tr> <tr> <td style="text-align:left;"> — via Le Devoir - Opinion Un </td> </tr> <tr> <td style="text-align:left;"> 2030 . Legault doit respecter la science </td> </tr> <tr> <td style="text-align:left;"> — via Le Devoir - Opinion Katherine </td> </tr> <tr> <td style="text-align:left;"> – via Le Devoir - Opinion Il </td> </tr> <tr> <td style="text-align:left;"> ― via Le Devoir - Opinion La </td> </tr> <tr> <td style="text-align:left;"> ― via Le Devoir - Opinion Surveillés </td> </tr> <tr> <td style="text-align:left;"> ― via Le Devoir - Opinion Découverte </td> </tr> <tr> <td style="text-align:left;"> autres ? Le Devoir a demandé à </td> </tr> <tr> <td style="text-align:left;"> — via Le Devoir - Opinion Se </td> </tr> <tr> <td style="text-align:left;"> ― via Le Devoir - Opinion Sur </td> </tr> </tbody> </table> </div> <pre class="r"><code>fct_for_context_extraction(lemma_to_search = "jeudi")</code></pre> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table" style="margin-left: auto; margin-right: auto;"> <thead> <tr> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> Contexte du terme ‘jeudi’ </th> </tr> </thead> <tbody> <tr> <td style="text-align:left;"> de Donald Trump jeudi ont consterné la </td> </tr> <tr> <td style="text-align:left;"> Machouf a imploré jeudi le gouvernement de </td> </tr> <tr> <td style="text-align:left;"> rapport universitaire publié jeudi . Selon les </td> </tr> <tr> <td style="text-align:left;"> , a annoncé jeudi un scientifique à </td> </tr> <tr> <td style="text-align:left;"> Une note publiée jeudi par l’ Institut </td> </tr> <tr> <td style="text-align:left;"> étudiants ont réclamé jeudi l’ inclusion , </td> </tr> </tbody> </table> </div> <pre class="r"><code>fct_for_context_extraction(lemma_to_search = "premier",high_engagement = FALSE)</code></pre> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table" style="margin-left: auto; margin-right: auto;"> <thead> <tr> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> Contexte du terme ‘premier’ </th> </tr> </thead> <tbody> <tr> <td style="text-align:left;"> . Pour la première fois de l’ </td> </tr> <tr> <td style="text-align:left;"> laboratoire . Ma première réaction en a </td> </tr> <tr> <td style="text-align:left;"> à lancer les premiers tests d’ un </td> </tr> <tr> <td style="text-align:left;"> a autorisé les premiers essais cliniques pour </td> </tr> <tr> <td style="text-align:left;"> annoncé samedi le premier ministre Justin Trudeau </td> </tr> <tr> <td style="text-align:left;"> : pour la première fois , un </td> </tr> <tr> <td style="text-align:left;"> montré pour la première fois qu’ il </td> </tr> <tr> <td style="text-align:left;"> sont à les premières lignes dans ce </td> </tr> <tr> <td style="text-align:left;"> , monsieur le Premier Ministre ? « </td> </tr> <tr> <td style="text-align:left;"> ] Comme le premier ministre de le </td> </tr> <tr> <td style="text-align:left;"> alimenter . Le premier ministre François Legault </td> </tr> <tr> <td style="text-align:left;"> atteindre son but premier : devenir médecin </td> </tr> <tr> <td style="text-align:left;"> : Sutton , première ville à le </td> </tr> <tr> <td style="text-align:left;"> Ville est la première à adopter une </td> </tr> <tr> <td style="text-align:left;"> . Dans une première entrevue accordée à </td> </tr> <tr> <td style="text-align:left;"> … Après une première vague de faible </td> </tr> <tr> <td style="text-align:left;"> autorités … Le premier ministre François Legault </td> </tr> <tr> <td style="text-align:left;"> été la toute première personne de la </td> </tr> <tr> <td style="text-align:left;"> C’ est la première enquête sur les </td> </tr> <tr> <td style="text-align:left;"> chef de le premier ministre de le </td> </tr> <tr> <td style="text-align:left;"> a autorisé un premier test de dépistage </td> </tr> <tr> <td style="text-align:left;"> Alerte : La 1ère transfusion de plasma </td> </tr> <tr> <td style="text-align:left;"> à Montréal La première transfusion de plasma </td> </tr> </tbody> </table> </div> <pre class="r"><code>fct_for_context_extraction(lemma_to_search = "Laval",high_engagement = FALSE)</code></pre> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table" style="margin-left: auto; margin-right: auto;"> <thead> <tr> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> Contexte du terme ‘Laval’ </th> </tr> </thead> <tbody> <tr> <td style="text-align:left;"> de l’ Université Laval , la professeure </td> </tr> <tr> <td style="text-align:left;"> de l’ Université Laval Luca Sorelli que </td> </tr> <tr> <td style="text-align:left;"> de l’ Université Laval . La consommation </td> </tr> <tr> <td style="text-align:left;"> de l’ Université Laval . COVID-19 : </td> </tr> <tr> <td style="text-align:left;"> de l’ Université Laval est ouverte et </td> </tr> <tr> <td style="text-align:left;"> CHU de Québec-Université Laval , le Dr </td> </tr> <tr> <td style="text-align:left;"> de l’ Université Laval . Les conséquences </td> </tr> <tr> <td style="text-align:left;"> CHU de Québec-Université Laval et professeur à </td> </tr> <tr> <td style="text-align:left;"> de l’ Université Laval . Le Dr </td> </tr> <tr> <td style="text-align:left;"> de l’ Université Laval . Les fameux </td> </tr> <tr> <td style="text-align:left;"> de l’ Université Laval OPINION / L’ </td> </tr> <tr> <td style="text-align:left;"> de l’ Université Laval GNL Québec: la </td> </tr> <tr> <td style="text-align:left;"> de l’ Université Laval . Trois médicaments </td> </tr> <tr> <td style="text-align:left;"> à l’ Université Laval Une centaine de </td> </tr> <tr> <td style="text-align:left;"> de l’ Université Laval pourraient être euthanasiés </td> </tr> <tr> <td style="text-align:left;"> de l’ Université Laval . Coronavirus : </td> </tr> <tr> <td style="text-align:left;"> COVID-19 | Courrier Laval Les chercheurs et </td> </tr> <tr> <td style="text-align:left;"> Canada | Courrier Laval Santé Canada a </td> </tr> <tr> <td style="text-align:left;"> machine fabriquée à Laval et développé … </td> </tr> <tr> <td style="text-align:left;"> machine fabriquée à Laval et développée à </td> </tr> </tbody> </table> </div> <pre class="r"><code>fct_for_context_extraction(lemma_to_search = "5G",high_engagement = FALSE)</code></pre> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table" style="margin-left: auto; margin-right: auto;"> <thead> <tr> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> Contexte du terme ‘5G’ </th> </tr> </thead> <tbody> <tr> <td style="text-align:left;"> général . Technologie 5G : de la </td> </tr> <tr> <td style="text-align:left;"> envers la technologie 5G et les ondes </td> </tr> <tr> <td style="text-align:left;"> . Téléphonie cellulaire 5G : Sutton , </td> </tr> <tr> <td style="text-align:left;"> la technologie cellulaire 5G jusqu’ à ce </td> </tr> <tr> <td style="text-align:left;"> regroupement citoyen Stop 5G Sutton . Le </td> </tr> <tr> <td style="text-align:left;"> regroupement citoyen Stop 5G Sutton . Mégadoses </td> </tr> <tr> <td style="text-align:left;"> Montréal . Technologie 5G : de la </td> </tr> <tr> <td style="text-align:left;"> regroupement citoyen Stop 5G Sutton . Les </td> </tr> <tr> <td style="text-align:left;"> … Téléphonie cellulaire 5G : Sutton , </td> </tr> <tr> <td style="text-align:left;"> regroupement citoyen Stop 5G Sutton . Rendre </td> </tr> <tr> <td style="text-align:left;"> . Technologie cellulaire 5G : Valleyfield se </td> </tr> <tr> <td style="text-align:left;"> la technologie cellulaire 5G . Celle-ci provoque </td> </tr> </tbody> </table> </div> <pre class="r"><code>fct_for_context_extraction(lemma_to_search = "survie",high_engagement = FALSE)</code></pre> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table" style="margin-left: auto; margin-right: auto;"> <thead> <tr> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> Contexte du terme ‘survie’ </th> </tr> </thead> <tbody> <tr> <td style="text-align:left;"> semble améliorer la survie PARIS — Un </td> </tr> <tr> <td style="text-align:left;"> il améliorait la survie chez de les </td> </tr> </tbody> </table> </div> <pre class="r"><code>rm(dt_tagged_tokens_science)</code></pre> <p>Avec ces contextes, nous voyons que les publications générant plus d’interactions sont davantage liées à la pandémie. Une surprise est la présence de “5G” dans les termes pour les interactions faibles. Nous regardons les publications liées à ce terme :</p> <pre class="r"><code>load(paste0(data_folder, "dt_tagged_tokens_FB_science_in_COVID_extended.RData")) dt_tagged_tokens_science[lemma == "5G" & z_score < 0, list( `Publications mentionnant 5G` = sentence %>% unique) ] %>% kable( booktabs = T) %>% kable_styling(full_width = F) %>% column_spec(1, width = "45em")</code></pre> <table class="table" style="width: auto !important; margin-left: auto; margin-right: auto;"> <thead> <tr> <th style="text-align:left;"> Publications mentionnant 5G </th> </tr> </thead> <tbody> <tr> <td style="text-align:left;width: 45em; "> Technologie 5G: de la vitesse au détriment de la santé ? </td> </tr> <tr> <td style="text-align:left;width: 45em; "> L’inquiétude d’une partie de la population envers la technologie 5G et les ondes électromagnétiques en général est partagée par le physicien, professeur à la Faculté de médecine de l’Université McGill et directeur du programme de santé au travail, Paul Héroux. </td> </tr> <tr> <td style="text-align:left;width: 45em; "> Téléphonie cellulaire 5G: Sutton, première ville au Canada à demander un moratoire </td> </tr> <tr> <td style="text-align:left;width: 45em; "> Les élus de Sutton demandent au gouvernement fédéral de déclarer un moratoire sur l’implantation de la technologie cellulaire 5G jusqu’à ce qu’un consensus scientifique prouve qu’elle n’est pas nuisible ni à la santé ni à l’environnement. </td> </tr> <tr> <td style="text-align:left;width: 45em; "> La Ville est la première à adopter une telle résolution au Canada, selon le regroupement citoyen Stop 5G Sutton. </td> </tr> <tr> <td style="text-align:left;width: 45em; "> Technologie cellulaire 5G: Valleyfield se laissera guider par la science - Journal Saint-François Aucune demande n’a été formulée de la part d’un citoyen afin que Valleyfield se positionne sur la technologie cellulaire 5G. </td> </tr> </tbody> </table> <pre class="r"><code>rm(dt_tagged_tokens_science)</code></pre> <p>Les extraits sur la 5G ne sont effectivement pas liés à la pandémie.</p> </div> <div id="évolution-temporelle-des-interactions" class="section level3" number="5.2.2"> <h3 number="5.2.2"><span class="header-section-number">5.2.2</span> Évolution temporelle des interactions</h3> <p>Maintenant, nous étudions la distribution des interactions totales sur les 6 premiers mois de chaque année (avant et pendant la première vague de COVID). Voir la <code>figure5.jpg</code>.</p> <pre class="r"><code>fb_posts <- fread(paste0(accessible_data_folder, "FB_data.csv")) p <- ggplot(fb_posts#[semaine >= 10]#[is_science == FALSE] , aes(x=as.Date(day_of_year-1,format = "%j", origin = as.Date("2020-01-01")), y= interaction, fill= Status2, col= Status2 )) + geom_smooth(alpha=.4, method = "gam", method.args = list(method="GACV.Cp")) + labs( y = "Interactions totales", x = "", fill = "", col = "") + scale_fill_viridis(discrete=TRUE, end = .7, direction = -1) + scale_color_viridis(discrete=TRUE, end = .7, direction = -1) + scale_x_date(date_breaks = "2 week", date_labels = "%d %b") + theme_bw() + theme(axis.text.x = element_text(angle = 45, vjust = 1, hjust=1, size = size_axis_text), axis.text.y = element_text(size = size_axis_text)) p</code></pre> <p><img src="data:image/png;base64,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" width="672" /></p> <pre class="r"><code> ggsave(file=paste0(fig_dir,"figure5.jpg"),width = 10, height=5) rm(fb_posts, p)</code></pre> <p>On voit deux périodes où la distribution des interactions pour les publications liées à la science pendant la pandémie surpassent significativement les autres distributions:</p> <ol style="list-style-type: decimal"> <li>De la mi-mars au début avril</li> <li>De la mi-avril à la mi-mai</li> </ol> <p>Alors, quelles publications ont généré beaucoup d’interactions durant ces périodes?</p> <p>La première période :</p> <pre class="r"><code>load(paste0(data_folder, "dt_fb_posts_all_after_preprocessing.RData")) dt <- fb_posts[day_of_year %in% c(75:95) & is_science == TRUE & since_COVID == TRUE & high_engagement == TRUE][ order(-interaction), list(interaction, day = jour %>% strftime(format = "%B %d"), titre, message, description, media,lien) ] if(outputFormat == "html"){ dt %>% kable() %>% kable_styling() %>% scroll_box(width = "100%", height = "200px") } else{ dt %>% kable( booktabs = T, longtable = TRUE) %>% kable_styling(full_width = F) %>% column_spec(3:7, width = "7em") }</code></pre> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table" style="margin-left: auto; margin-right: auto;"> <thead> <tr> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> interaction </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> day </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> titre </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> message </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> description </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> media </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> lien </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 15986 </td> <td style="text-align:left;"> mars 23 </td> <td style="text-align:left;"> Un traitement potentiel du coronavirus testé au Canada dès lundi | Coronavirus </td> <td style="text-align:left;"> 6000 Canadiens sont appelés à participer à l’étude clinique. </td> <td style="text-align:left;"> Une équipe de chercheurs montréalais veut recruter 6000 Canadiens d’ici huit semaines. </td> <td style="text-align:left;"> Radio-Canada Information </td> <td style="text-align:left;"> <a href="https://ici.radio-canada.ca/nouvelle/1681600/traitement-coronavirus-covid19-tardif-montreal-canada-quebec-colcorona" class="uri">https://ici.radio-canada.ca/nouvelle/1681600/traitement-coronavirus-covid19-tardif-montreal-canada-quebec-colcorona</a> </td> </tr> <tr> <td style="text-align:right;"> 13881 </td> <td style="text-align:left;"> mars 16 </td> <td style="text-align:left;"> Un nouveau-né testé positif à la COVID-19 peu après sa naissance </td> <td style="text-align:left;"> Les chercheurs tentent de savoir à quel point le virus est dangereux pour les bébé naissants. </td> <td style="text-align:left;"> Un bébé né à Londres a été testé positif au nouveau coronavirus quelques minutes seulement après sa naissance. </td> <td style="text-align:left;"> TVA Nouvelles </td> <td style="text-align:left;"> <a href="https://www.tvanouvelles.ca/2020/03/16/ln-nouveau-ne-teste-positif-a-la-covid-19-peu-apres-sa-naissance?sd" class="uri">https://www.tvanouvelles.ca/2020/03/16/ln-nouveau-ne-teste-positif-a-la-covid-19-peu-apres-sa-naissance?sd</a> </td> </tr> <tr> <td style="text-align:right;"> 8300 </td> <td style="text-align:left;"> mars 24 </td> <td style="text-align:left;"> Des traces du virus 17 jours plus tard </td> <td style="text-align:left;"> Des chercheurs ont découvert des traces du virus dans des cabines du Diamond Princess, 17 jours après le retrait des passagers et membres d’équipage. </td> <td style="text-align:left;"> Un rapport des Centres pour le contrôle et la prévention des maladies américains permet d’en apprendre plus sur la durée de vie du coronavirus. </td> <td style="text-align:left;"> TVA Nouvelles </td> <td style="text-align:left;"> <a href="https://www.tvanouvelles.ca/2020/03/24/des-traces-du-virus-17-jours-plus-tard" class="uri">https://www.tvanouvelles.ca/2020/03/24/des-traces-du-virus-17-jours-plus-tard</a> </td> </tr> <tr> <td style="text-align:right;"> 4944 </td> <td style="text-align:left;"> mars 18 </td> <td style="text-align:left;"> Le virus peut survivre plusieurs heures à l’air libre </td> <td style="text-align:left;"> Pour mener leur étude, les scientifiques ont cherché à imiter sa propagation lors d’éternuements </td> <td style="text-align:left;"> Le nouveau coronavirus provoquant la COVID-19 peut survivre en suspension dans l’air pendant environ trois heures. </td> <td style="text-align:left;"> TVA Nouvelles </td> <td style="text-align:left;"> <a href="https://www.tvanouvelles.ca/2020/03/17/le-virus-peut-survivre-plusieurs-heures-a-lair-libre" class="uri">https://www.tvanouvelles.ca/2020/03/17/le-virus-peut-survivre-plusieurs-heures-a-lair-libre</a> </td> </tr> <tr> <td style="text-align:right;"> 4743 </td> <td style="text-align:left;"> mars 23 </td> <td style="text-align:left;"> Des chercheurs québécois testeront un médicament contre les complications graves </td> <td style="text-align:left;"> Il se trouve déjà sur les tablettes des pharmacies de partout sur la planète, coûte moins de 1 $ par jour et pourrait empêcher les complications graves de la COVID-19. Des chercheurs de l’Institut de cardiologie de Montréal démarrent une étude à grande échelle visant à tester un médicament appelé colchicine contre la détresse respiratoire causée par la COVID-19. </td> <td style="text-align:left;"> Il se trouve déjà sur les tablettes des pharmacies de partout sur la planète, coûte moins de 1 $ par jour et pourrait empêcher les complications graves de … </td> <td style="text-align:left;"> La Presse </td> <td style="text-align:left;"> <a href="https://www.lapresse.ca/covid-19/202003/22/01-5265931-des-chercheurs-quebecois-testeront-un-medicament-contre-les-complications-graves.php?utm_source=facebook&utm_medium=social&utm_campaign=algofb" class="uri">https://www.lapresse.ca/covid-19/202003/22/01-5265931-des-chercheurs-quebecois-testeront-un-medicament-contre-les-complications-graves.php?utm_source=facebook&utm_medium=social&utm_campaign=algofb</a> </td> </tr> <tr> <td style="text-align:right;"> 3588 </td> <td style="text-align:left;"> mars 25 </td> <td style="text-align:left;"> Créer un respirateur artificiel en deux semaines pour sauver des vies </td> <td style="text-align:left;"> Ingénieurs et scientifiques du monde entier répondent au défi de concevoir un respirateur artificiel qui serait simple et peu coûteux à produire. </td> <td style="text-align:left;"> Des ingénieurs et scientifiques du monde entier répondent au défi lancé au Québec pour concevoir un respirateur artificiel qui serait simple et peu coûteux à produire. Car l’appareil médical sauvera la vie de milliers de personnes gravement atteintes de la COVID-19 et les hôpitaux craignent… </td> <td style="text-align:left;"> Radio-Canada Information </td> <td style="text-align:left;"> <a href="https://ici.radio-canada.ca/nouvelle/1685831/respirateur-artificiel-code-vie-hopital-general-cusm-coronavirus" class="uri">https://ici.radio-canada.ca/nouvelle/1685831/respirateur-artificiel-code-vie-hopital-general-cusm-coronavirus</a> </td> </tr> <tr> <td style="text-align:right;"> 3149 </td> <td style="text-align:left;"> avril 02 </td> <td style="text-align:left;"> Des chercheurs pensent avoir trouvé une autre façon de décontaminer les masques N95 | Coronavirus </td> <td style="text-align:left;"> Des chercheurs manitobains ont obtenu des résultats encourageants pour décontaminer et réutiliser jusqu’à 10 fois certains masques. </td> <td style="text-align:left;"> Alors que le personnel médical peine à se procurer des masques N95 pour se protéger du nouveau coronavirus, des chercheurs manitobains ont obtenu des résultats encourageants pour décontaminer et réutiliser jusqu’à 10 fois certains masques, à partir d’une technique d’autoclavage, qui pourrait… </td> <td style="text-align:left;"> Radio-Canada Information </td> <td style="text-align:left;"> <a href="https://ici.radio-canada.ca/nouvelle/1690466/masques-respirateurs-coronavirus-medecin-hopitaux-penurie-decontaminer" class="uri">https://ici.radio-canada.ca/nouvelle/1690466/masques-respirateurs-coronavirus-medecin-hopitaux-penurie-decontaminer</a> </td> </tr> <tr> <td style="text-align:right;"> 3142 </td> <td style="text-align:left;"> mars 20 </td> <td style="text-align:left;"> Les symptômes gastro-intestinaux sous-estimés ? </td> <td style="text-align:left;"> Une nouvelle étude chinoise indique que les symptômes gastro-intestinaux comme la diarrhée peuvent précéder l’apparition de la toux et des problèmes respiratoires chez les patients atteints de la COVID-19. Pendant ce temps, des chercheurs américains confirment que si les jeunes meurent beaucoup moins que les vieux de la maladie, ils sont quand même nombreux à devoir être hospitalisés. </td> <td style="text-align:left;"> Une nouvelle étude chinoise indique que les symptômes gastro-intestinaux comme la diarrhée peuvent précéder l’apparition de la toux et des problèmes respir… </td> <td style="text-align:left;"> La Presse </td> <td style="text-align:left;"> <a href="https://www.lapresse.ca/covid-19/202003/19/01-5265568-les-symptomes-gastro-intestinaux-sous-estimes-.php?utm_source=facebook&utm_medium=social&utm_campaign=algofb" class="uri">https://www.lapresse.ca/covid-19/202003/19/01-5265568-les-symptomes-gastro-intestinaux-sous-estimes-.php?utm_source=facebook&utm_medium=social&utm_campaign=algofb</a> </td> </tr> <tr> <td style="text-align:right;"> 2867 </td> <td style="text-align:left;"> mars 25 </td> <td style="text-align:left;"> Il faut demander aux profs d’appeler leurs élèves, suggère une chercheure </td> <td style="text-align:left;"> Non seulement les enseignants ne devraient pas hésiter à entrer en contact avec les élèves et leurs familles, mais en plus, le ministre de l’Éducation devrait leur envoyer une directive claire pour leur dire de le faire, recommande une chercheure de l’Université McGill. </td> <td style="text-align:left;"> Non seulement les enseignants ne devraient pas hésiter à entrer en contact avec les élèves et leurs familles, mais en plus, le ministre de l’Éducation devr… </td> <td style="text-align:left;"> La Presse </td> <td style="text-align:left;"> <a href="https://www.lapresse.ca/covid-19/202003/25/01-5266437-il-faut-demander-aux-profs-dappeler-leurs-eleves-suggere-une-chercheure.php?utm_source=facebook&utm_medium=social&utm_campaign=algofb" class="uri">https://www.lapresse.ca/covid-19/202003/25/01-5266437-il-faut-demander-aux-profs-dappeler-leurs-eleves-suggere-une-chercheure.php?utm_source=facebook&utm_medium=social&utm_campaign=algofb</a> </td> </tr> <tr> <td style="text-align:right;"> 2404 </td> <td style="text-align:left;"> mars 18 </td> <td style="text-align:left;"> Les mesures de confinement pourraient durer des mois </td> <td style="text-align:left;"> Les scientifiques ont une bonne et une mauvaise nouvelle pour les parents pris à la maison avec de jeunes enfants, les aînés isolés et tous les Québécois qui souffrent du confinement. </td> <td style="text-align:left;"> Les scientifiques ont une bonne et une mauvaise nouvelle pour les parents pris à la maison avec de jeunes enfants, les aînés isolés et tous les Québécois q… </td> <td style="text-align:left;"> La Presse </td> <td style="text-align:left;"> <a href="https://www.lapresse.ca/covid-19/202003/17/01-5265172-les-mesures-de-confinement-pourraient-durer-des-mois.php?utm_source=facebook&utm_medium=social&utm_campaign=algofb" class="uri">https://www.lapresse.ca/covid-19/202003/17/01-5265172-les-mesures-de-confinement-pourraient-durer-des-mois.php?utm_source=facebook&utm_medium=social&utm_campaign=algofb</a> </td> </tr> <tr> <td style="text-align:right;"> 2179 </td> <td style="text-align:left;"> mars 23 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> Des chercheurs vont recruter 6000 Canadiens dans l’espoir de trouver un traitement efficace contre la COVID-19. rc.ca/RSQm36 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> Radio-Canada Information </td> <td style="text-align:left;"> <a href="https://www.facebook.com/radiocanada.info/videos/285257579126333/" class="uri">https://www.facebook.com/radiocanada.info/videos/285257579126333/</a> </td> </tr> <tr> <td style="text-align:right;"> 2038 </td> <td style="text-align:left;"> avril 03 </td> <td style="text-align:left;"> Trois médicaments contre la COVID-19 testés à Sherbrooke </td> <td style="text-align:left;"> Des chercheurs sherbrookois testeront trois médicaments auprès de patients volontaires déclarés positifs à la COVID-19 qui sont hospitalisés au CIUSSS de l’Estrie-CHUS. </td> <td style="text-align:left;"> Des chercheurs sherbrookois testeront trois médicaments auprès de patients volontaires déclarés positifs à la COVID-19 qui sont hospitalisés au CIUSSS de l’Estrie-CHUS. </td> <td style="text-align:left;"> La Tribune </td> <td style="text-align:left;"> <a href="https://www.latribune.ca/actualites/trois-medicaments-contre-la-covid-19-testes-a-sherbrooke-bde8f0335a212d5a063c98ff541873b8?utm_source=dlvr.it&utm_medium=facebook" class="uri">https://www.latribune.ca/actualites/trois-medicaments-contre-la-covid-19-testes-a-sherbrooke-bde8f0335a212d5a063c98ff541873b8?utm_source=dlvr.it&utm_medium=facebook</a> </td> </tr> <tr> <td style="text-align:right;"> 1881 </td> <td style="text-align:left;"> mars 30 </td> <td style="text-align:left;"> Pandémie de coronavirus: une aide respiratoire conçue avec des ingénieurs de Formule 1 </td> <td style="text-align:left;"> Des chercheurs, des médecins et des ingénieurs l’équipe Mercedes de Formule 1 ont développé en moins d’une semaine une assistance respiratoire permettant de soulager les poumons des malades. </td> <td style="text-align:left;"> Des chercheurs, des médecins et des ingénieurs l’équipe Mercedes de Formule 1 ont développé en moins d’une semaine une assistance respiratoire. </td> <td style="text-align:left;"> Le Journal de Montréal </td> <td style="text-align:left;"> <a href="https://www.journaldemontreal.com/2020/03/30/pandemie-de-coronavirus-une-aide-respiratoire-concue-avec-des-ingenieurs-de-formule-1" class="uri">https://www.journaldemontreal.com/2020/03/30/pandemie-de-coronavirus-une-aide-respiratoire-concue-avec-des-ingenieurs-de-formule-1</a> </td> </tr> <tr> <td style="text-align:right;"> 1655 </td> <td style="text-align:left;"> avril 01 </td> <td style="text-align:left;"> Les jeunes, un facteur de propagation déterminant de la COVID-19? | Coronavirus </td> <td style="text-align:left;"> Au Canada, une personne sur trois infectée par le coronavirus a moins de 40 ans. Ce chiffre important fait dire aux experts qu’ici et ailleurs les jeunes risquent, sans le savoir, d’accélérer la propagation de la COVID-19. </td> <td style="text-align:left;"> Des chercheurs affirment que les jeunes risquent, sans le savoir, d’accélérer la propagation de la COVID-19. </td> <td style="text-align:left;"> Radio-Canada Information </td> <td style="text-align:left;"> <a href="https://ici.radio-canada.ca/nouvelle/1690172/jeunes-enfants-covid-19-coronavirus-propagation" class="uri">https://ici.radio-canada.ca/nouvelle/1690172/jeunes-enfants-covid-19-coronavirus-propagation</a> </td> </tr> <tr> <td style="text-align:right;"> 1607 </td> <td style="text-align:left;"> mars 19 </td> <td style="text-align:left;"> Coronavirus et alimentation : aucune pénurie en vue, assure un chercheur | Coronavirus </td> <td style="text-align:left;"> Le Canada sera le dernier pays à manquer de nourriture, selon Sylvain Charlebois, analyste du secteur agroalimentaire canadien. </td> <td style="text-align:left;"> La capacité logistique du système d’approvisionnement serait particulièrement forte, estime le spécialiste. </td> <td style="text-align:left;"> Radio-Canada Information </td> <td style="text-align:left;"> <a href="https://ici.radio-canada.ca/nouvelle/1674941/alimentation-coronavirus-covid-19-canada-penurie" class="uri">https://ici.radio-canada.ca/nouvelle/1674941/alimentation-coronavirus-covid-19-canada-penurie</a> </td> </tr> <tr> <td style="text-align:right;"> 1537 </td> <td style="text-align:left;"> mars 28 </td> <td style="text-align:left;"> Le gouverneur de New York demande à Trump d’écouter la science et d’aider son État | Coronavirus </td> <td style="text-align:left;"> Pendant que les politiciens peinent à s’entendre, les besoins explosent dans l’État de New York. </td> <td style="text-align:left;"> Le refus du président de fournir plus de matériel médical à l’État de New York enrage son gouverneur. </td> <td style="text-align:left;"> Radio-Canada Information </td> <td style="text-align:left;"> <a href="https://ici.radio-canada.ca/nouvelle/1689220/respirateurs-hopitaux-andrew-cuomo-new-york-trump-ecouter-science" class="uri">https://ici.radio-canada.ca/nouvelle/1689220/respirateurs-hopitaux-andrew-cuomo-new-york-trump-ecouter-science</a> </td> </tr> <tr> <td style="text-align:right;"> 1421 </td> <td style="text-align:left;"> mars 29 </td> <td style="text-align:left;"> Des «cas de toxicité cardiaque» après la prise d’hydroxychloroquine </td> <td style="text-align:left;"> Des « cas de toxicité cardiaque » ont été signalés sur des personnes présentant des symptômes de la COVID-19 qui avaient pris en automédication de l’hydroxychloroquine, promu par certains scientifiques comme un remède possible contre le virus, mettent en garde dimanche les autorités sanitaires de Nouvelle-Aquitaine, une région de France. </td> <td style="text-align:left;"> (Bordeaux) Des « cas de toxicité cardiaque » ont été signalés sur des personnes présentant des symptômes de la COVID-19 qui avaient pris en automédication … </td> <td style="text-align:left;"> La Presse </td> <td style="text-align:left;"> <a href="https://www.lapresse.ca/international/europe/202003/29/01-5267000-des-cas-de-toxicite-cardiaque-apres-la-prise-dhydroxychloroquine.php?utm_source=facebook&utm_medium=social&utm_campaign=algofb" class="uri">https://www.lapresse.ca/international/europe/202003/29/01-5267000-des-cas-de-toxicite-cardiaque-apres-la-prise-dhydroxychloroquine.php?utm_source=facebook&utm_medium=social&utm_campaign=algofb</a> </td> </tr> <tr> <td style="text-align:right;"> 1246 </td> <td style="text-align:left;"> mars 15 </td> <td style="text-align:left;"> Coronavirus : vous nous avez posé des questions, nos experts vous répondent </td> <td style="text-align:left;"> «Un récent article scientifique nous apprend que le COVID-19 peut survivre 72 heures sur du plastique ou de l’acier inoxydable et 24 heures sur une surface en carton.» - Dr Caroline Quach-Thanh, pédiatre, microbiologiste et infectiologue au CHU Sainte-Justine </td> <td style="text-align:left;"> 8 questions ont été retenues. </td> <td style="text-align:left;"> Le Journal de Montréal </td> <td style="text-align:left;"> <a href="http://www.journaldemontreal.com/2020/03/14/coronavirus--vous-nous-avez-pose-des-questions-nos-experts-vous-repondent" class="uri">http://www.journaldemontreal.com/2020/03/14/coronavirus--vous-nous-avez-pose-des-questions-nos-experts-vous-repondent</a> </td> </tr> <tr> <td style="text-align:right;"> 1241 </td> <td style="text-align:left;"> avril 01 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> [Carbone] Dans les cas les plus graves de COVID-19, la principale menace à la vie du patient n’est pas le virus lui-même, mais bien une forte réaction de son système immunitaire. Voici deux scientifiques qui cherchent à calmer cette tempête inflammatoire. </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> Radio-Canada Information </td> <td style="text-align:left;"> <a href="https://www.facebook.com/radiocanada.info/videos/653391348827832/" class="uri">https://www.facebook.com/radiocanada.info/videos/653391348827832/</a> </td> </tr> <tr> <td style="text-align:right;"> 943 </td> <td style="text-align:left;"> mars 16 </td> <td style="text-align:left;"> La course au vaccin </td> <td style="text-align:left;"> Les scientifiques estiment qu’il faudra attendre au moins jusqu’à l’automne 2020 avant qu’un vaccin contre la COVID-19 ne voie le jour. </td> <td style="text-align:left;"> Les scientifiques estiment qu’il faudra attendre au moins jusqu’à l’automne 2020 avant qu’un vaccin contre la COVID-19 ne voie le jour. </td> <td style="text-align:left;"> Le Journal de Montréal </td> <td style="text-align:left;"> <a href="https://www.journaldemontreal.com/2020/03/16/la-course-au-vaccin" class="uri">https://www.journaldemontreal.com/2020/03/16/la-course-au-vaccin</a> </td> </tr> <tr> <td style="text-align:right;"> 902 </td> <td style="text-align:left;"> mars 24 </td> <td style="text-align:left;"> Les fameux examens du ministère! </td> <td style="text-align:left;"> OPINION / Ce texte a été rédigé par Nicole Monney et Stéphane Allaire, professeurs au Département des sciences de l’éducation à l’Université du Québec à Chicoutimi (UQAC). </td> <td style="text-align:left;"> OPINION / Ce texte a été rédigé par Nicole Monney et Stéphane Allaire, professeurs au Département des sciences de l’éducation à l’Université du Québec à Chicoutimi (UQAC). </td> <td style="text-align:left;"> Le Quotidien </td> <td style="text-align:left;"> <a href="https://www.lequotidien.com/opinions/les-fameux-examens-du-ministere-34ee7a2689101f92074804cb8fd7cecd?utm_source=dlvr.it&utm_medium=facebook" class="uri">https://www.lequotidien.com/opinions/les-fameux-examens-du-ministere-34ee7a2689101f92074804cb8fd7cecd?utm_source=dlvr.it&utm_medium=facebook</a> </td> </tr> <tr> <td style="text-align:right;"> 784 </td> <td style="text-align:left;"> mars 24 </td> <td style="text-align:left;"> Les données cellulaires pour cibler les lieux de rassemblements ? </td> <td style="text-align:left;"> Le maire de Toronto ainsi qu’un groupe de chercheurs de prestigieuses universités américaines suggèrent d’utiliser des données de positionnement de millions de cellulaires pour surveiller les efforts de distanciation sociale et créer une carte des points chauds de rassemblements. Bell dit être prête à « examiner » cette possibilité en gardant en tête les lois sur la protection de la vie privée. </td> <td style="text-align:left;"> Le maire de Toronto ainsi qu’un groupe de chercheurs de prestigieuses universités américaines suggèrent d’utiliser des données de positionnement de million… </td> <td style="text-align:left;"> La Presse </td> <td style="text-align:left;"> <a href="https://www.lapresse.ca/covid-19/202003/24/01-5266284-les-donnees-cellulaires-pour-cibler-les-lieux-de-rassemblements-.php?utm_source=facebook&utm_medium=social&utm_campaign=algofb" class="uri">https://www.lapresse.ca/covid-19/202003/24/01-5266284-les-donnees-cellulaires-pour-cibler-les-lieux-de-rassemblements-.php?utm_source=facebook&utm_medium=social&utm_campaign=algofb</a> </td> </tr> <tr> <td style="text-align:right;"> 734 </td> <td style="text-align:left;"> mars 27 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> Découvert au milieu du 19e siècle par l’obstétricien hongrois Ignace Semmelweis, le lavage des mains est aujourd’hui une pratique banale. À l’époque, la communauté scientifique rejette cependant la découverte du médecin, dont la vie se termine tragiquement. </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> Radio-Canada Information </td> <td style="text-align:left;"> <a href="https://www.facebook.com/radiocanada.info/videos/582275635696146/" class="uri">https://www.facebook.com/radiocanada.info/videos/582275635696146/</a> </td> </tr> <tr> <td style="text-align:right;"> 720 </td> <td style="text-align:left;"> mars 25 </td> <td style="text-align:left;"> Un superordinateur à la rescousse </td> <td style="text-align:left;"> L’ordinateur le plus puissant du monde s’est creusé les méninges pour trouver 77 composés médicamenteux qui ont le potentiel d’empêcher le coronavirus d’infecter le corps humain. (via En 5 minutes) </td> <td style="text-align:left;"> Deux chercheurs ont analysé les structures de plus de 8000 médicaments, produits chimiques, drogues et autres produits naturels. </td> <td style="text-align:left;"> Le Journal de Montréal </td> <td style="text-align:left;"> <a href="https://www.journaldemontreal.com/2020/03/25/un-superordinateur-a-la-rescousse" class="uri">https://www.journaldemontreal.com/2020/03/25/un-superordinateur-a-la-rescousse</a> </td> </tr> <tr> <td style="text-align:right;"> 687 </td> <td style="text-align:left;"> mars 30 </td> <td style="text-align:left;"> Non, il n’y a pas de liens démontrés entre les groupes sanguins et la COVID-19 </td> <td style="text-align:left;"> Est-ce que notre groupe sanguin peut influer sur notre niveau de vulnérabilité face au nouveau coronavirus (SRAS-CoV-2) ? Cette hypothèse circule abondamment sur le web et des dizaines de personnes ont écrit aux Décrypteurs pour en savoir plus à ce sujet. </td> <td style="text-align:left;"> Groupes sanguins et nouveau coronavirus : pas de preuves scientifiques validées. </td> <td style="text-align:left;"> Radio-Canada Information </td> <td style="text-align:left;"> <a href="https://ici.radio-canada.ca/nouvelle/1689597/liens-groupes-sanguins-coronavirus-pas-preuve" class="uri">https://ici.radio-canada.ca/nouvelle/1689597/liens-groupes-sanguins-coronavirus-pas-preuve</a> </td> </tr> <tr> <td style="text-align:right;"> 669 </td> <td style="text-align:left;"> mars 28 </td> <td style="text-align:left;"> COVID-19 : y a-t-il un lien entre la pollution et la propagation du coronavirus? </td> <td style="text-align:left;"> Il existerait un lien entre la pollution atmosphérique et la propagation rapide du coronavirus, selon une étude récente de chercheurs italiens. Mais cette étude ne fait pas l’unanimité. </td> <td style="text-align:left;"> Selon des chercheurs italiens, la pollution atmosphérique serait un vecteur de propagation du coronavirus. </td> <td style="text-align:left;"> Radio-Canada Information </td> <td style="text-align:left;"> <a href="https://ici.radio-canada.ca/nouvelle/1689203/pandemie-contamination-contagion-infection-epidemie-" class="uri">https://ici.radio-canada.ca/nouvelle/1689203/pandemie-contamination-contagion-infection-epidemie-</a> </td> </tr> <tr> <td style="text-align:right;"> 649 </td> <td style="text-align:left;"> mars 29 </td> <td style="text-align:left;"> Sophie Grégoire Trudeau est guérie de la COVID-19 </td> <td style="text-align:left;"> Elle a ajouté qu’elle croit «fermement que la science ET la compassion nous aideront à traverser cette crise». </td> <td style="text-align:left;"> Dans un message Facebook publié samedi soir, la conjointe du premier ministre, Sophie Grégoire Trudeau, a annoncé être guérie du coronavirus. </td> <td style="text-align:left;"> Le Journal de Québec </td> <td style="text-align:left;"> <a href="https://www.journaldequebec.com/2020/03/28/sophie-gregoire-trudeau-est-guerie-de-la-covid-19-1" class="uri">https://www.journaldequebec.com/2020/03/28/sophie-gregoire-trudeau-est-guerie-de-la-covid-19-1</a> </td> </tr> <tr> <td style="text-align:right;"> 580 </td> <td style="text-align:left;"> mars 24 </td> <td style="text-align:left;"> Médecine et sciences infirmières: les finissants pourraient être appelés en renfort </td> <td style="text-align:left;"> Ils pourraient participer à l’effort de guerre, même s’ils n’ont pas encore obtenu leur diplôme. </td> <td style="text-align:left;"> Les finissants en médecine et en sciences infirmières pourraient intégrer le système de santé rapidement pour participer à l’effort de guerre. </td> <td style="text-align:left;"> Le Journal de Québec </td> <td style="text-align:left;"> <a href="https://www.journaldequebec.com/2020/03/24/medecine-et-sciences-infirmieres-les-finissants-pourraient-etre-appeles-en-renfort" class="uri">https://www.journaldequebec.com/2020/03/24/medecine-et-sciences-infirmieres-les-finissants-pourraient-etre-appeles-en-renfort</a> </td> </tr> <tr> <td style="text-align:right;"> 558 </td> <td style="text-align:left;"> avril 03 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> Avancer plus rapidement que le virus pour enfin l’arrêter, c’est le défi des chercheurs en intelligence artificielle. Aperçu de différents modèles développés actuellement dans le monde. </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> Radio-Canada Information </td> <td style="text-align:left;"> <a href="https://www.facebook.com/radiocanada.info/videos/237442294108005/" class="uri">https://www.facebook.com/radiocanada.info/videos/237442294108005/</a> </td> </tr> <tr> <td style="text-align:right;"> 538 </td> <td style="text-align:left;"> mars 31 </td> <td style="text-align:left;"> La poudre de perlimpinpin </td> <td style="text-align:left;"> La chronique de Richard Martineau. </td> <td style="text-align:left;"> S’il y a quelque chose que cette crise aura prouvé, c’est que pour se sortir du pétrin, il n’y a rien comme la science. </td> <td style="text-align:left;"> Le Journal de Montréal </td> <td style="text-align:left;"> <a href="https://www.journaldemontreal.com/2020/03/31/la-poudre-de-perlimpinpin" class="uri">https://www.journaldemontreal.com/2020/03/31/la-poudre-de-perlimpinpin</a> </td> </tr> <tr> <td style="text-align:right;"> 534 </td> <td style="text-align:left;"> mars 25 </td> <td style="text-align:left;"> Il pourrait y avoir un lien entre la COVID-19 et la pollution atmosphérique </td> <td style="text-align:left;"> L’hypothèse reste encore à vérifier, mais le virus pourrait être en suspension dans l’air ambiant là où il y a le plus de particules, et donc être plus facile à contracter. </td> <td style="text-align:left;"> Les particules dans l’air ambiant pourraient être un véhicule de transport du virus, selon des chercheurs italiens. </td> <td style="text-align:left;"> Le Devoir </td> <td style="text-align:left;"> <a href="https://www.ledevoir.com/societe/575706/il-pourrait-y-avoir-un-lien-entre-la-covid-19-et-la-pollution-atmospherique?utm_medium=Social&utm_campaign=Autopost&utm_source=Facebook#Echobox=1585147379" class="uri">https://www.ledevoir.com/societe/575706/il-pourrait-y-avoir-un-lien-entre-la-covid-19-et-la-pollution-atmospherique?utm_medium=Social&utm_campaign=Autopost&utm_source=Facebook#Echobox=1585147379</a> </td> </tr> <tr> <td style="text-align:right;"> 526 </td> <td style="text-align:left;"> mars 25 </td> <td style="text-align:left;"> Des chercheurs de l’UdeM s’attaquent au profil génétique du virus </td> <td style="text-align:left;"> Des chercheurs de l’Université de Montréal s’attaquent à la caractérisation génétique du coronavirus responsable de la COVID-19. </td> <td style="text-align:left;"> (Montréal) Des chercheurs de l’Université de Montréal s’attaquent à la caractérisation génétique du coronavirus responsable de la COVID-19. </td> <td style="text-align:left;"> La Presse </td> <td style="text-align:left;"> <a href="https://www.lapresse.ca/covid-19/202003/25/01-5266360-des-chercheurs-de-ludem-sattaquent-au-profil-genetique-du-virus.php?utm_source=facebook&utm_medium=social&utm_campaign=algofb" class="uri">https://www.lapresse.ca/covid-19/202003/25/01-5266360-des-chercheurs-de-ludem-sattaquent-au-profil-genetique-du-virus.php?utm_source=facebook&utm_medium=social&utm_campaign=algofb</a> </td> </tr> <tr> <td style="text-align:right;"> 516 </td> <td style="text-align:left;"> mars 18 </td> <td style="text-align:left;"> COVID-19: Pascal Bérubé interpelle les conspirationnistes </td> <td style="text-align:left;"> «Tant qu’à s’isoler du consensus scientifique, j’invite les expéditeurs de ces messages à s’isoler de leur clavier et à cesser de nuire aux efforts collectifs». </td> <td style="text-align:left;"> Le chef intérimaire du Parti québécois, Pascal Bérubé, en a eu assez des messages évoquant des théories du complot qu’il recevait sur la COVID-19. </td> <td style="text-align:left;"> Le Journal de Montréal </td> <td style="text-align:left;"> <a href="https://www.journaldemontreal.com/2020/03/18/covid-19-pascal-berube-interpelle-les-conspirationnistes" class="uri">https://www.journaldemontreal.com/2020/03/18/covid-19-pascal-berube-interpelle-les-conspirationnistes</a> </td> </tr> <tr> <td style="text-align:right;"> 462 </td> <td style="text-align:left;"> avril 03 </td> <td style="text-align:left;"> Un chercheur et un médecin s’excusent après des propos «méprisants» sur l’Afrique </td> <td style="text-align:left;"> Les deux experts s’interrogeaient sur l’opportunité de tester un vaccin en Afrique contre le coronavirus, «un peu comme c’est fait d’ailleurs sur certaines études avec le sida, ou chez les prostituées». 🤦♂️ </td> <td style="text-align:left;"> Les deux experts français s’interrogeaient sur l’opportunité de tester un vaccin en Afrique contre le coronavirus. </td> <td style="text-align:left;"> Le Devoir </td> <td style="text-align:left;"> <a href="https://www.ledevoir.com/monde/576397/un-chercheur-et-un-medecin-s-excusent-apres-des-propos-tres-critiques-sur-l-afrique?utm_medium=Social&utm_campaign=Autopost&utm_source=Facebook#Echobox=1585948524" class="uri">https://www.ledevoir.com/monde/576397/un-chercheur-et-un-medecin-s-excusent-apres-des-propos-tres-critiques-sur-l-afrique?utm_medium=Social&utm_campaign=Autopost&utm_source=Facebook#Echobox=1585948524</a> </td> </tr> <tr> <td style="text-align:right;"> 441 </td> <td style="text-align:left;"> avril 03 </td> <td style="text-align:left;"> Le coronavirus transmit en parlant, selon des scientifiques du gouvernement, Trump recommande les masques </td> <td style="text-align:left;"> Le président américain Donald Trump a annoncé vendredi que les autorités sanitaires conseillaient désormais aux Américains de se couvrir le visage lorsqu’ils sortent de chez eux. </td> <td style="text-align:left;"> (Washington) Les scientifiques du gouvernement américain estiment que le nouveau coronavirus est sans doute transmis par les gens lorsqu’ils parlent et res… </td> <td style="text-align:left;"> La Presse </td> <td style="text-align:left;"> <a href="https://www.lapresse.ca/international/etats-unis/202004/03/01-5267924-les-americains-appeles-a-se-couvrir-le-visage-a-lexterieur.php?utm_source=facebook&utm_medium=social&utm_campaign=algofb" class="uri">https://www.lapresse.ca/international/etats-unis/202004/03/01-5267924-les-americains-appeles-a-se-couvrir-le-visage-a-lexterieur.php?utm_source=facebook&utm_medium=social&utm_campaign=algofb</a> </td> </tr> <tr> <td style="text-align:right;"> 412 </td> <td style="text-align:left;"> mars 25 </td> <td style="text-align:left;"> Créer un respirateur artificiel en deux semaines pour sauver des vies </td> <td style="text-align:left;"> Depuis une semaine, Louis-Pierre Fortin et son équipe tentent de mettre au point un ventilateur composé de pièces d’équipement automobile et d’autres composantes faciles à trouver. </td> <td style="text-align:left;"> Des ingénieurs et scientifiques du monde entier répondent au défi lancé au Québec pour concevoir un respirateur artificiel qui serait simple et peu coûteux à produire. Car l’appareil médical sauvera la vie de milliers de personnes gravement atteintes de la COVID-19 et les hôpitaux craignent… </td> <td style="text-align:left;"> ICI Québec </td> <td style="text-align:left;"> <a href="http://ici.radio-canada.ca/nouvelle/1685831/respirateur-artificiel-code-vie-hopital-general-cusm-coronavirus" class="uri">http://ici.radio-canada.ca/nouvelle/1685831/respirateur-artificiel-code-vie-hopital-general-cusm-coronavirus</a> </td> </tr> <tr> <td style="text-align:right;"> 370 </td> <td style="text-align:left;"> mars 30 </td> <td style="text-align:left;"> On pourrait désinfecter et réutiliser les masques N95, selon des chercheurs </td> <td style="text-align:left;"> Il serait possible de désinfecter et de réutiliser les précieux masques N95, sans que le nettoyage nuise à leur efficacité. </td> <td style="text-align:left;"> (Montréal) Il serait possible de désinfecter et de réutiliser les précieux masques N95, sans que le nettoyage nuise à leur efficacité. </td> <td style="text-align:left;"> La Presse </td> <td style="text-align:left;"> <a href="https://www.lapresse.ca/covid-19/202003/30/01-5267066-on-pourrait-desinfecter-et-reutiliser-les-masques-n95-selon-des-chercheurs.php?utm_source=facebook&utm_medium=social&utm_campaign=algofb" class="uri">https://www.lapresse.ca/covid-19/202003/30/01-5267066-on-pourrait-desinfecter-et-reutiliser-les-masques-n95-selon-des-chercheurs.php?utm_source=facebook&utm_medium=social&utm_campaign=algofb</a> </td> </tr> <tr> <td style="text-align:right;"> 369 </td> <td style="text-align:left;"> mars 26 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> Les scientifiques du monde entier participent à la course contre la montre pour trouver un remède et un vaccin à la COVID-19. </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> Le Journal de Montréal </td> <td style="text-align:left;"> <a href="https://www.facebook.com/jdemontreal/photos/a.145405795554091/3010396659054976/?type=3" class="uri">https://www.facebook.com/jdemontreal/photos/a.145405795554091/3010396659054976/?type=3</a> </td> </tr> <tr> <td style="text-align:right;"> 353 </td> <td style="text-align:left;"> mars 25 </td> <td style="text-align:left;"> COVID-19 et pollution atmosphérique pourraient être liés </td> <td style="text-align:left;"> Il pourrait exister un lien entre la pollution atmosphérique et la propagation de la COVID-19, croient des chercheurs italiens. </td> <td style="text-align:left;"> (Montréal) Il pourrait exister un lien entre la pollution atmosphérique et la propagation de la COVID-19, croient des chercheurs italiens. </td> <td style="text-align:left;"> La Presse </td> <td style="text-align:left;"> <a href="https://www.lapresse.ca/covid-19/202003/25/01-5266345-covid-19-et-pollution-atmospherique-pourraient-etre-lies.php?utm_source=facebook&utm_medium=social&utm_campaign=algofb" class="uri">https://www.lapresse.ca/covid-19/202003/25/01-5266345-covid-19-et-pollution-atmospherique-pourraient-etre-lies.php?utm_source=facebook&utm_medium=social&utm_campaign=algofb</a> </td> </tr> <tr> <td style="text-align:right;"> 347 </td> <td style="text-align:left;"> mars 23 </td> <td style="text-align:left;"> Les conséquences dramatiques du déni de la science </td> <td style="text-align:left;"> ANALYSE / Dans les milieux ultraconservateurs en Occident, mais plus particulièrement aux États-Unis, il existe une forte tendance à rejeter les études scientifiques et les analyses des experts sur une variété de tragédies appréhendées. Dans cette guerre à la science, les conclusions scientifiques deviennent tout simplement de fausses nouvelles et des canulars inventés par des partisans démocrates ou des penseurs libéraux. Cela apparaît très clairement dans le déni du réchauffement climatique. La présente pandémie est en partie aussi le résultat de cette attitude de l’autruche. </td> <td style="text-align:left;"> ANALYSE / Dans les milieux ultraconservateurs en Occident, mais plus particulièrement aux États-Unis, il existe une forte tendance à rejeter les études scientifiques et les analyses des experts sur une variété de tragédies appréhendées. Dans cette guerre à la science, les conclusions scien… </td> <td style="text-align:left;"> Le Soleil </td> <td style="text-align:left;"> <a href="https://www.lesoleil.com/opinions/les-consequences-dramatiques-du-deni-de-la-science-1c7f47799b60056c3009c9451b44fcb1?utm_source=dlvr.it&utm_medium=facebook" class="uri">https://www.lesoleil.com/opinions/les-consequences-dramatiques-du-deni-de-la-science-1c7f47799b60056c3009c9451b44fcb1?utm_source=dlvr.it&utm_medium=facebook</a> </td> </tr> <tr> <td style="text-align:right;"> 340 </td> <td style="text-align:left;"> mars 20 </td> <td style="text-align:left;"> La vague de l’épidémie de coronavirus continue à monter en Afrique subsaharienne </td> <td style="text-align:left;"> «Les scientifiques estiment que jusqu’à 60 % de la population [sud-africaine] pourrait être affectée par le virus». </td> <td style="text-align:left;"> En Afrique du Sud, «jusqu’à 60 % de la population pourrait être affectée par le virus», selon les scientifiques. </td> <td style="text-align:left;"> Le Devoir </td> <td style="text-align:left;"> <a href="https://www.ledevoir.com/monde/afrique/575465/la-vague-de-l-epidemie-de-coronavirus-continue-a-monter-en-afrique-subsaharienne?utm_campaign=Autopost&utm_medium=Social&utm_source=Facebook#Echobox=1584744801" class="uri">https://www.ledevoir.com/monde/afrique/575465/la-vague-de-l-epidemie-de-coronavirus-continue-a-monter-en-afrique-subsaharienne?utm_campaign=Autopost&utm_medium=Social&utm_source=Facebook#Echobox=1584744801</a> </td> </tr> <tr> <td style="text-align:right;"> 340 </td> <td style="text-align:left;"> mars 23 </td> <td style="text-align:left;"> Un traitement potentiel du coronavirus testé au Canada dès lundi | Coronavirus </td> <td style="text-align:left;"> Le médicament – un anti-inflammatoire très puissant – pourrait réduire le risque de complications pulmonaires liées à la COVID-19. </td> <td style="text-align:left;"> Une équipe de chercheurs montréalais veut recruter 6000 Canadiens d’ici huit semaines. </td> <td style="text-align:left;"> ICI Estrie </td> <td style="text-align:left;"> <a href="https://ici.radio-canada.ca/nouvelle/1681600/traitement-coronavirus-covid19-tardif-montreal-canada-quebec-colcorona" class="uri">https://ici.radio-canada.ca/nouvelle/1681600/traitement-coronavirus-covid19-tardif-montreal-canada-quebec-colcorona</a> </td> </tr> <tr> <td style="text-align:right;"> 324 </td> <td style="text-align:left;"> mars 24 </td> <td style="text-align:left;"> Gestion de crise, tartelettes et hybridité médiatique </td> <td style="text-align:left;"> Horacio Arruda s’est inscrit dans la culture populaire ; cela traduit l’efficacité de son entreprise de communication. Un texte d’opinion de Philippe Dubois, doctorant en science politique, Groupe de recherche en communication politique, Université Laval – via Le Devoir - Opinion </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> Le Devoir </td> <td style="text-align:left;"> <a href="https://www.ledevoir.com/opinion/libre-opinion/575607/gestion-de-crise-tartelettes-et-hybridite-mediatique?utm_medium=Social&utm_campaign=Autopost&utm_source=Facebook#Echobox=1585072368" class="uri">https://www.ledevoir.com/opinion/libre-opinion/575607/gestion-de-crise-tartelettes-et-hybridite-mediatique?utm_medium=Social&utm_campaign=Autopost&utm_source=Facebook#Echobox=1585072368</a> </td> </tr> </tbody> </table> </div> <pre class="r"><code>rm(fb_posts)</code></pre> <p>La deuxième période :</p> <pre class="r"><code>load(paste0(data_folder, "dt_fb_posts_all_after_preprocessing.RData")) dt <- fb_posts[day_of_year %in% c(115:135) & is_science == TRUE & since_COVID == TRUE & high_engagement == TRUE][ order(-interaction), list(interaction, day = jour %>% strftime(format = "%B %d"), titre, message, description, media,lien) ] if(outputFormat == "html"){ dt %>% kable() %>% kable_styling() %>% scroll_box(width = "100%", height = "200px") } else{ dt %>% kable( booktabs = T, longtable = TRUE) %>% kable_styling(full_width = F) %>% column_spec(3:7, width = "7em") }</code></pre> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table" style="margin-left: auto; margin-right: auto;"> <thead> <tr> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> interaction </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> day </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> titre </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> message </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> description </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> media </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> lien </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 9577 </td> <td style="text-align:left;"> mai 03 </td> <td style="text-align:left;"> Des «frelons meurtriers» trouvés en Amérique du Nord inquiètent des chercheurs </td> <td style="text-align:left;"> Ils sont capables d’exterminer des colonies d’abeilles entières en quelques heures et de transpercer l’équipement de protection d’apiculteurs. </td> <td style="text-align:left;"> Ces frelons tuent jusqu’à 50 personnes annuellement au Japon. </td> <td style="text-align:left;"> Le Journal de Montréal </td> <td style="text-align:left;"> <a href="http://www.journaldemontreal.com/2020/05/02/des-frelons-meurtriers-trouves-en-amerique-du-nord-inquietent-des-chercheurs-1" class="uri">http://www.journaldemontreal.com/2020/05/02/des-frelons-meurtriers-trouves-en-amerique-du-nord-inquietent-des-chercheurs-1</a> </td> </tr> <tr> <td style="text-align:right;"> 7197 </td> <td style="text-align:left;"> mai 07 </td> <td style="text-align:left;"> Le coronavirus est-il aussi une MTS? Des traces dans du sperme </td> <td style="text-align:left;"> Des traces du coronavirus ont été retrouvées dans du sperme </td> <td style="text-align:left;"> Une équipe de chercheurs chinois a constaté que le sperme de plusieurs personnes ayant contracté la COVID-19 était positif au virus. </td> <td style="text-align:left;"> TVA Nouvelles </td> <td style="text-align:left;"> <a href="https://www.tvanouvelles.ca/2020/05/07/le-coronavirus-est-il-aussi-une-mst-des-traces-dans-du-sperme" class="uri">https://www.tvanouvelles.ca/2020/05/07/le-coronavirus-est-il-aussi-une-mst-des-traces-dans-du-sperme</a> </td> </tr> <tr> <td style="text-align:right;"> 6063 </td> <td style="text-align:left;"> mai 05 </td> <td style="text-align:left;"> Une nouvelle souche du virus plus contagieuse: des chercheurs sonnent l’alerte </td> <td style="text-align:left;"> La deuxième souche aurait frappé à partir de la mi-mars dans l’État de New York, elle serait beaucoup plus contagieuse. </td> <td style="text-align:left;"> Des scientifiques ont identifié une nouvelle souche du coronavirus qui serait devenue dominante dans le monde. </td> <td style="text-align:left;"> TVA Nouvelles </td> <td style="text-align:left;"> <a href="https://www.tvanouvelles.ca/2020/05/05/une-nouvelle-souche-du-virus-plus-contagieuse" class="uri">https://www.tvanouvelles.ca/2020/05/05/une-nouvelle-souche-du-virus-plus-contagieuse</a> </td> </tr> <tr> <td style="text-align:right;"> 6035 </td> <td style="text-align:left;"> mai 05 </td> <td style="text-align:left;"> Une nouvelle souche du virus plus contagieuse: des chercheurs sonnent l’alerte </td> <td style="text-align:left;"> Des scientifiques ont identifié une nouvelle souche du coronavirus qui serait devenue dominante dans le monde et qui semble être plus contagieuse que les versions qui se sont propagées aux premiers jours de la pandémie de COVID-19. </td> <td style="text-align:left;"> Des scientifiques ont identifié une nouvelle souche du coronavirus qui serait devenue dominante dans le monde. </td> <td style="text-align:left;"> Le Journal de Montréal </td> <td style="text-align:left;"> <a href="https://www.journaldemontreal.com/2020/05/05/une-nouvelle-souche-du-virus-plus-contagieuse-des-chercheurs-sonnent-lalerte" class="uri">https://www.journaldemontreal.com/2020/05/05/une-nouvelle-souche-du-virus-plus-contagieuse-des-chercheurs-sonnent-lalerte</a> </td> </tr> <tr> <td style="text-align:right;"> 5890 </td> <td style="text-align:left;"> avril 30 </td> <td style="text-align:left;"> Une réouverture des écoles ferait «immédiatement» repartir la pandémie </td> <td style="text-align:left;"> Selon un chercheur qui s’exprimait lors de la conférence hebdomadaire de l’Institut supérieur de la santé </td> <td style="text-align:left;"> Une réouverture des écoles ferait « immédiatement » repartir à la hausse la pandémie de coronavirus. </td> <td style="text-align:left;"> TVA Nouvelles </td> <td style="text-align:left;"> <a href="https://www.tvanouvelles.ca/2020/04/30/italie-une-reouverture-des-ecoles-ferait-immediatement-repartir-la-pandemie-1" class="uri">https://www.tvanouvelles.ca/2020/04/30/italie-une-reouverture-des-ecoles-ferait-immediatement-repartir-la-pandemie-1</a> </td> </tr> <tr> <td style="text-align:right;"> 5053 </td> <td style="text-align:left;"> mai 02 </td> <td style="text-align:left;"> Des «frelons meurtriers» trouvés en Amérique du Nord inquiètent des chercheurs </td> <td style="text-align:left;"> Ils mesurent jusqu’à deux pouces de longueur. </td> <td style="text-align:left;"> Ces frelons tuent jusqu’à 50 personnes annuellement au Japon. «Nous avons une fenêtre pour les empêcher de s’installer.» </td> <td style="text-align:left;"> TVA Nouvelles </td> <td style="text-align:left;"> <a href="http://www.tvanouvelles.ca/2020/05/02/des-frelons-meurtriers-trouves-en-amerique-du-nord-inquietent-des-chercheurs" class="uri">http://www.tvanouvelles.ca/2020/05/02/des-frelons-meurtriers-trouves-en-amerique-du-nord-inquietent-des-chercheurs</a> </td> </tr> <tr> <td style="text-align:right;"> 5038 </td> <td style="text-align:left;"> avril 27 </td> <td style="text-align:left;"> Incertitude et gérants d’estrade </td> <td style="text-align:left;"> «Ce qui frappe le plus dans ce bruit ambiant de solutions contradictoires — le retour du “y a qu’à faire ceci, y a qu’à faire cela” — est l’absence totale de prise en compte de la temporalité des prises de décision en situation d’incertitude et même d’ignorance.» Un texte d’opinion d’Yves Gingras, directeur scientifique de l’Observatoire des sciences et des technologies de l’UQAM. ― via Le Devoir - Opinion </td> <td style="text-align:left;"> La situation est totalement inusitée et les connaissances prennent du temps à se construire. </td> <td style="text-align:left;"> Le Devoir </td> <td style="text-align:left;"> <a href="https://www.ledevoir.com/opinion/libre-opinion/577763/incertitude-et-gerants-d-estrade?utm_medium=Social&utm_campaign=Autopost&utm_source=Facebook#Echobox=1587983622" class="uri">https://www.ledevoir.com/opinion/libre-opinion/577763/incertitude-et-gerants-d-estrade?utm_medium=Social&utm_campaign=Autopost&utm_source=Facebook#Echobox=1587983622</a> </td> </tr> <tr> <td style="text-align:right;"> 4985 </td> <td style="text-align:left;"> mai 06 </td> <td style="text-align:left;"> Assassinat d’un chercheur sur le point de faire «des découvertes importantes» </td> <td style="text-align:left;"> Le meurtre du chercheur pourrait-il être dû aux recherches qu’il menait sur la COVID-19? </td> <td style="text-align:left;"> Un professeur de l’Université de Pittsburgh qui menait des recherches prometteuses sur la COVID-19 a été assassiné ce week-end. </td> <td style="text-align:left;"> TVA Nouvelles </td> <td style="text-align:left;"> <a href="https://www.tvanouvelles.ca/2020/05/06/assassinat-dun-chercheur-sur-le-point-de-faire-des-decouvertes-importantes" class="uri">https://www.tvanouvelles.ca/2020/05/06/assassinat-dun-chercheur-sur-le-point-de-faire-des-decouvertes-importantes</a> </td> </tr> <tr> <td style="text-align:right;"> 4941 </td> <td style="text-align:left;"> avril 24 </td> <td style="text-align:left;"> Des propos de Trump déclenchent un tollé chez les scientifiques </td> <td style="text-align:left;"> Une « injection » de « désinfectant » pour combattre le coronavirus ? Des déclarations de Donald Trump jeudi ont consterné la communauté scientifique et de nombreux spécialistes ont accusé le président américain d’être irresponsable en faisant cette suggestion « dangereuse ». </td> <td style="text-align:left;"> (Paris) Une « injection » de « désinfectant » pour combattre le coronavirus ? Des déclarations de Donald Trump jeudi ont consterné la communauté scientifiq… </td> <td style="text-align:left;"> La Presse </td> <td style="text-align:left;"> <a href="https://www.lapresse.ca/international/etats-unis/202004/24/01-5270714-des-propos-de-trump-declenchent-un-tolle-chez-les-scientifiques.php?utm_source=facebook&utm_medium=social&utm_campaign=algofb" class="uri">https://www.lapresse.ca/international/etats-unis/202004/24/01-5270714-des-propos-de-trump-declenchent-un-tolle-chez-les-scientifiques.php?utm_source=facebook&utm_medium=social&utm_campaign=algofb</a> </td> </tr> <tr> <td style="text-align:right;"> 3917 </td> <td style="text-align:left;"> mai 06 </td> <td style="text-align:left;"> COVID-19: assassinat d’un chercheur sur le point de faire «des découvertes importantes» </td> <td style="text-align:left;"> Le meurtre du chercheur pourrait-il être dû aux recherches qu’il menait sur la COVID-19? </td> <td style="text-align:left;"> Un professeur de l’Université de Pittsburgh qui menait des recherches prometteuses sur la COVID-19 a été assassiné ce week-end. </td> <td style="text-align:left;"> Le Journal de Montréal </td> <td style="text-align:left;"> <a href="https://www.journaldemontreal.com/2020/05/06/covid-19-assassinat-dun-chercheur-sur-le-point-de-faire-des-decouvertes-importantes" class="uri">https://www.journaldemontreal.com/2020/05/06/covid-19-assassinat-dun-chercheur-sur-le-point-de-faire-des-decouvertes-importantes</a> </td> </tr> <tr> <td style="text-align:right;"> 3889 </td> <td style="text-align:left;"> mai 02 </td> <td style="text-align:left;"> La pandémie de coronavirus devrait durer au moins 18 mois </td> <td style="text-align:left;"> Selon les prédictions de chercheurs universitaires dans un nouveau rapport </td> <td style="text-align:left;"> La pandémie de coronavirus devrait durer de 18 à 24 mois, ont prédit des chercheurs dans un rapport universitaire publié jeudi. </td> <td style="text-align:left;"> TVA Nouvelles </td> <td style="text-align:left;"> <a href="http://www.tvanouvelles.ca/2020/05/02/la-pandemie-de-coronavirus-devrait-durer-au-moins-18-mois" class="uri">http://www.tvanouvelles.ca/2020/05/02/la-pandemie-de-coronavirus-devrait-durer-au-moins-18-mois</a> </td> </tr> <tr> <td style="text-align:right;"> 3871 </td> <td style="text-align:left;"> mai 08 </td> <td style="text-align:left;"> La COVID-19, aussi une maladie du cœur </td> <td style="text-align:left;"> «On apprend que la COVID-19 peut causer des arythmies cardiaques, elle peut causer des infarctus. elle peut même attaquer le muscle cardiaque» </td> <td style="text-align:left;"> Les médecins et chercheurs se rendent compte de corollaires entre les maladies cardiovasculaires et les patients les plus gravement atteints. </td> <td style="text-align:left;"> TVA Nouvelles </td> <td style="text-align:left;"> <a href="https://www.tvanouvelles.ca/2020/05/08/la-covid-19-aussi-une-maladie-du-cur" class="uri">https://www.tvanouvelles.ca/2020/05/08/la-covid-19-aussi-une-maladie-du-cur</a> </td> </tr> <tr> <td style="text-align:right;"> 3050 </td> <td style="text-align:left;"> avril 30 </td> <td style="text-align:left;"> Syndrome inflammatoire chez l’enfant: un spécialiste fait le point </td> <td style="text-align:left;"> Une équipe de chercheurs de l’Hôpital Sainte-Justine travaille sur une étude </td> <td style="text-align:left;"> Des enfants qui auraient été en contact avec le coronavirus ont développé une maladie inflammatoire. Des cas ont été signalés en Europe et ici. </td> <td style="text-align:left;"> TVA Nouvelles </td> <td style="text-align:left;"> <a href="https://www.tvanouvelles.ca/2020/04/30/syndrome-inflammatoire-chez-lenfant-un-specialiste-fait-le-point" class="uri">https://www.tvanouvelles.ca/2020/04/30/syndrome-inflammatoire-chez-lenfant-un-specialiste-fait-le-point</a> </td> </tr> <tr> <td style="text-align:right;"> 2705 </td> <td style="text-align:left;"> avril 28 </td> <td style="text-align:left;"> Les régions devront rester fermées, croient des chercheurs </td> <td style="text-align:left;"> Selon un «plan de déconfinement parfait» préparé par une équipe de chercheurs québécois </td> <td style="text-align:left;"> Alors que la Santé publique évoque la levée des barrages, un «plan de déconfinement parfait» recommande au contraire de les maintenir. </td> <td style="text-align:left;"> TVA Nouvelles </td> <td style="text-align:left;"> <a href="https://www.tvanouvelles.ca/2020/04/27/les-regions-devront-rester-fermees-croient-des-chercheurs" class="uri">https://www.tvanouvelles.ca/2020/04/27/les-regions-devront-rester-fermees-croient-des-chercheurs</a> </td> </tr> <tr> <td style="text-align:right;"> 2657 </td> <td style="text-align:left;"> mai 09 </td> <td style="text-align:left;"> La vitamine D à la rescousse pour mieux combattre la COVID-19 </td> <td style="text-align:left;"> Les chercheurs responsables de l’étude se sont penchés sur le cas de 20 pays européens </td> <td style="text-align:left;"> Le niveau de vitamine D absorbé par une personne a un effet sur sa capacité à mieux combattre la COVID-19, démontre une étude. </td> <td style="text-align:left;"> TVA Nouvelles </td> <td style="text-align:left;"> <a href="http://www.tvanouvelles.ca/2020/05/09/covid-19-la-vitamine-d-a-la-rescousse-1" class="uri">http://www.tvanouvelles.ca/2020/05/09/covid-19-la-vitamine-d-a-la-rescousse-1</a> </td> </tr> <tr> <td style="text-align:right;"> 2508 </td> <td style="text-align:left;"> mai 04 </td> <td style="text-align:left;"> Identification d’un anticorps monoclonal prometteur </td> <td style="text-align:left;"> Capable en laboratoire de neutraliser le virus responsable de la COVID-19 </td> <td style="text-align:left;"> Un anticorps monoclonal capable en laboratoire de neutraliser le virus SARS-CoV-2 a été identifié par une équipe de chercheurs néerlandais. </td> <td style="text-align:left;"> TVA Nouvelles </td> <td style="text-align:left;"> <a href="https://www.tvanouvelles.ca/2020/05/04/identification-dun-anticorps-monoclonal-prometteur" class="uri">https://www.tvanouvelles.ca/2020/05/04/identification-dun-anticorps-monoclonal-prometteur</a> </td> </tr> <tr> <td style="text-align:right;"> 2465 </td> <td style="text-align:left;"> avril 24 </td> <td style="text-align:left;"> Combattre le coronavirus avec du «désinfectant»? Trump accusé d’être «irresponsable» </td> <td style="text-align:left;"> «Je vois que le désinfectant l’assomme (le coronavirus) en une minute», a déclaré Donald Trump lors de son point de presse quotidien. </td> <td style="text-align:left;"> Des déclarations de Donald Trump jeudi ont consterné la communauté scientifique. </td> <td style="text-align:left;"> Le Journal de Montréal </td> <td style="text-align:left;"> <a href="https://www.journaldemontreal.com/2020/04/24/combattre-le-coronavirus-avec-du-desinfectant-trump-accuse-detre-irresponsable-1" class="uri">https://www.journaldemontreal.com/2020/04/24/combattre-le-coronavirus-avec-du-desinfectant-trump-accuse-detre-irresponsable-1</a> </td> </tr> <tr> <td style="text-align:right;"> 2408 </td> <td style="text-align:left;"> mai 05 </td> <td style="text-align:left;"> Découverte d’une concentration record de pollution plastique dans les fonds marins </td> <td style="text-align:left;"> Selon une étude menée par des chercheurs de l’Université McGill sur le tronçon du Saint-Laurent entre Montréal et Québec, le fleuve serait parmi les pires cours d’eau de la planète en matière de pollution par les microplastiques. </td> <td style="text-align:left;"> Un équivalent aux «continents de plastique» a été trouvée en débris minuscules dans le fond des mers. </td> <td style="text-align:left;"> Le Devoir </td> <td style="text-align:left;"> <a href="https://www.ledevoir.com/societe/environnement/578268/decouverte-d-une-concentration-record-de-pollution-plastique-dans-les-fonds-marins?utm_medium=Social&utm_campaign=Autopost&utm_source=Facebook#Echobox=1588634504" class="uri">https://www.ledevoir.com/societe/environnement/578268/decouverte-d-une-concentration-record-de-pollution-plastique-dans-les-fonds-marins?utm_medium=Social&utm_campaign=Autopost&utm_source=Facebook#Echobox=1588634504</a> </td> </tr> <tr> <td style="text-align:right;"> 2346 </td> <td style="text-align:left;"> avril 27 </td> <td style="text-align:left;"> Le Québec a réussi à éviter «une catastrophe», assure une experte </td> <td style="text-align:left;"> La courbe s’aplatit «depuis plusieurs semaines», selon cette chercheuse </td> <td style="text-align:left;"> La courbe s’aplatit «depuis plusieurs semaines», selon cette chercheuse </td> <td style="text-align:left;"> TVA Nouvelles </td> <td style="text-align:left;"> <a href="https://www.tvanouvelles.ca/2020/04/27/courbe-de-propagation-le-quebec-a-reussi-a-eviter-une-catastrophe-assure-une-experte" class="uri">https://www.tvanouvelles.ca/2020/04/27/courbe-de-propagation-le-quebec-a-reussi-a-eviter-une-catastrophe-assure-une-experte</a> </td> </tr> <tr> <td style="text-align:right;"> 2269 </td> <td style="text-align:left;"> mai 05 </td> <td style="text-align:left;"> Une nouvelle souche du virus plus contagieuse: des chercheurs sonnent l’alerte </td> <td style="text-align:left;"> Cette souche serait devenue dominante dans le monde et semble être plus contagieuse que les versions qui se sont propagées auparavant… </td> <td style="text-align:left;"> Des scientifiques ont identifié une nouvelle souche du coronavirus qui serait devenue dominante dans le monde. </td> <td style="text-align:left;"> Le Journal de Québec </td> <td style="text-align:left;"> <a href="https://www.journaldequebec.com/2020/05/05/une-nouvelle-souche-du-virus-plus-contagieuse-des-chercheurs-sonnent-lalerte" class="uri">https://www.journaldequebec.com/2020/05/05/une-nouvelle-souche-du-virus-plus-contagieuse-des-chercheurs-sonnent-lalerte</a> </td> </tr> <tr> <td style="text-align:right;"> 2228 </td> <td style="text-align:left;"> mai 07 </td> <td style="text-align:left;"> Un lama pourrait être la clé pour vaincre la COVID </td> <td style="text-align:left;"> Les chercheurs étudiaient déjà les anticorps des lamas pour développer un traitement contre le SRAS </td> <td style="text-align:left;"> Des scientifiques se tournent vers une source à tout le moins obscure pour trouver un remède contre la COVID-19 : Winter le lama. </td> <td style="text-align:left;"> TVA Nouvelles </td> <td style="text-align:left;"> <a href="https://www.tvanouvelles.ca/2020/05/06/un-lama-pourrait-etre-la-cle-pour-vaincre-la-covid" class="uri">https://www.tvanouvelles.ca/2020/05/06/un-lama-pourrait-etre-la-cle-pour-vaincre-la-covid</a> </td> </tr> <tr> <td style="text-align:right;"> 2214 </td> <td style="text-align:left;"> avril 24 </td> <td style="text-align:left;"> Trump, coronavirus et désinfectant: confusion et consternation </td> <td style="text-align:left;"> Le fabricant du désinfectant Lysol s’est senti obligé de faire une mise au point écrite «en raison des spéculations intenses et de l’activité sur les réseaux sociaux» </td> <td style="text-align:left;"> Une «injection» de «désinfectant» pour combattre le coronavirus? Des déclarations de Donald Trump jeudi ont consterné la communauté scientifique. </td> <td style="text-align:left;"> TVA Nouvelles </td> <td style="text-align:left;"> <a href="https://www.tvanouvelles.ca/2020/04/24/combattre-le-coronavirus-avec-du-desinfectant-trump-accuse-detre-irresponsable" class="uri">https://www.tvanouvelles.ca/2020/04/24/combattre-le-coronavirus-avec-du-desinfectant-trump-accuse-detre-irresponsable</a> </td> </tr> <tr> <td style="text-align:right;"> 1895 </td> <td style="text-align:left;"> mai 06 </td> <td style="text-align:left;"> COVID-19: assassinat d’un chercheur sur le point de faire «des découvertes importantes» </td> <td style="text-align:left;"> Un professeur de l’Université de Pittsburgh qui menait des recherches prometteuses sur la COVID-19 a été assassiné ce week-end… </td> <td style="text-align:left;"> Un professeur de l’Université de Pittsburgh qui menait des recherches prometteuses sur la COVID-19 a été assassiné ce week-end. </td> <td style="text-align:left;"> Le Journal de Québec </td> <td style="text-align:left;"> <a href="https://www.journaldequebec.com/2020/05/06/covid-19-assassinat-dun-chercheur-sur-le-point-de-faire-des-decouvertes-importantes" class="uri">https://www.journaldequebec.com/2020/05/06/covid-19-assassinat-dun-chercheur-sur-le-point-de-faire-des-decouvertes-importantes</a> </td> </tr> <tr> <td style="text-align:right;"> 1765 </td> <td style="text-align:left;"> mai 07 </td> <td style="text-align:left;"> La stratégie de dépistage du Québec vivement critiquée par une conseillère de Trudeau | Coronavirus </td> <td style="text-align:left;"> « Il y a une différence entre le discours et ce qu’on entend sur le terrain », déplore la conseillère scientifique en chef du Canada. </td> <td style="text-align:left;"> « Il y a une différence entre le discours et ce qu’on entend sur le terrain », déplore Mona Nemer. </td> <td style="text-align:left;"> Radio-Canada Information </td> <td style="text-align:left;"> <a href="https://ici.radio-canada.ca/nouvelle/1700727/depistage-quebec-trudeau-legault-nemer-strategie-coronavirus" class="uri">https://ici.radio-canada.ca/nouvelle/1700727/depistage-quebec-trudeau-legault-nemer-strategie-coronavirus</a> </td> </tr> <tr> <td style="text-align:right;"> 1720 </td> <td style="text-align:left;"> avril 28 </td> <td style="text-align:left;"> COVID-19: les régions devront rester fermées, croient des chercheurs </td> <td style="text-align:left;"> Une équipe de chercheurs québécois recommande de maintenir les barrages empêchant de se rendre vers les régions peu affectées par la COVID-19. </td> <td style="text-align:left;"> Un «plan de déconfinement parfait» préparé par une équipe de chercheurs recommande de maintenir les barrages empêchant de se rendre vers les régions. </td> <td style="text-align:left;"> Le Journal de Québec </td> <td style="text-align:left;"> <a href="https://www.journaldequebec.com/2020/04/27/covid-19-les-regions-devront-rester-fermees-croient-des-chercheurs" class="uri">https://www.journaldequebec.com/2020/04/27/covid-19-les-regions-devront-rester-fermees-croient-des-chercheurs</a> </td> </tr> <tr> <td style="text-align:right;"> 1597 </td> <td style="text-align:left;"> mai 06 </td> <td style="text-align:left;"> 5G et COVID: les théories du complot échauffent les esprits </td> <td style="text-align:left;"> Des tours de télécommunication ont successivement été ciblées par des incendies criminels à Laval, Prévost et Piedmont au cours des derniers jours. </td> <td style="text-align:left;"> «Les auteurs de théories arrivent à créer une histoire qui ne tient pas la route d’un point de vue scientifique.» </td> <td style="text-align:left;"> TVA Nouvelles </td> <td style="text-align:left;"> <a href="https://www.tvanouvelles.ca/2020/05/06/5g-et-covid-les-theories-du-complot-echauffent-les-esprits" class="uri">https://www.tvanouvelles.ca/2020/05/06/5g-et-covid-les-theories-du-complot-echauffent-les-esprits</a> </td> </tr> <tr> <td style="text-align:right;"> 1515 </td> <td style="text-align:left;"> mai 08 </td> <td style="text-align:left;"> Plandemic , un documentaire truffé de fausses affirmations | Coronavirus </td> <td style="text-align:left;"> [Décrypteurs] La chercheuse mise de l’avant dans le documentaire, Judy Mikovits, fait un grand nombre de fausses affirmations. En voici quelques-unes décortiquées. </td> <td style="text-align:left;"> La chercheuse mise de l’avant dans le documentaire a un passé controversé. </td> <td style="text-align:left;"> Radio-Canada Information </td> <td style="text-align:left;"> <a href="https://ici.radio-canada.ca/nouvelle/1701064/documentaire-plandemic-judy-mikovits-fauci-covid-19-coronavirus-faux" class="uri">https://ici.radio-canada.ca/nouvelle/1701064/documentaire-plandemic-judy-mikovits-fauci-covid-19-coronavirus-faux</a> </td> </tr> <tr> <td style="text-align:right;"> 1358 </td> <td style="text-align:left;"> mai 02 </td> <td style="text-align:left;"> On écoute les experts pour la COVID-19, pourquoi pas pour les changements climatiques? | Coronavirus </td> <td style="text-align:left;"> «Quand il y a vraiment la perception d’un danger imminent, alors là les décideurs prennent des décisions qu’on n’aurait jamais pu imaginer.» </td> <td style="text-align:left;"> Les scientifiques n’ont jamais autant eu l’oreille des décideurs. Pourquoi n’est-ce pas le cas pour le climat? </td> <td style="text-align:left;"> Radio-Canada Information </td> <td style="text-align:left;"> <a href="https://ici.radio-canada.ca/nouvelle/1698386/covid-19-coronavirus-experts-scientifiques-changements-climatiques-climat-crise" class="uri">https://ici.radio-canada.ca/nouvelle/1698386/covid-19-coronavirus-experts-scientifiques-changements-climatiques-climat-crise</a> </td> </tr> <tr> <td style="text-align:right;"> 1282 </td> <td style="text-align:left;"> avril 30 </td> <td style="text-align:left;"> «Si t’as pas compris ça, t’es pas fort en science!» </td> <td style="text-align:left;"> Mario Dumont se lance dans un petit calcul mathématique afin d’appuyer son propos </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> TVA Nouvelles </td> <td style="text-align:left;"> <a href="https://www.tvanouvelles.ca/2020/04/30/si-tas-pas-compris-ca-tes-pas-fort-en-science?fbclid=IwAR0ZwBX-yLtJIQYQGwN5UgeyYC1aQLOzkzK9-j_eGVp_TJEs0z8yMbVUn6Y" class="uri">https://www.tvanouvelles.ca/2020/04/30/si-tas-pas-compris-ca-tes-pas-fort-en-science?fbclid=IwAR0ZwBX-yLtJIQYQGwN5UgeyYC1aQLOzkzK9-j_eGVp_TJEs0z8yMbVUn6Y</a> </td> </tr> <tr> <td style="text-align:right;"> 1172 </td> <td style="text-align:left;"> mai 08 </td> <td style="text-align:left;"> Arruda s’en prend aux «gérants d’estrade» </td> <td style="text-align:left;"> Québec se défend d’improviser quant à son plan de déconfinement, au lendemain de vives critiques de la part de la conseillère scientifique de Justin Trudeau. Le Dr Horacio Arruda en a profité pour dénoncer les « gérants d’estrade » et annoncer une volte-face concernant les grands-parents, qui pourront garder leurs petits-enfants sous certaines conditions. </td> <td style="text-align:left;"> Québec se défend d’improviser quant à son plan de déconfinement, au lendemain de vives critiques de la part de la conseillère scientifique de Justin Trudea… </td> <td style="text-align:left;"> La Presse </td> <td style="text-align:left;"> <a href="https://www.lapresse.ca/covid-19/202005/08/01-5272705-arruda-sen-prend-aux-gerants-destrade.php?utm_source=facebook&utm_medium=social&utm_campaign=algofb" class="uri">https://www.lapresse.ca/covid-19/202005/08/01-5272705-arruda-sen-prend-aux-gerants-destrade.php?utm_source=facebook&utm_medium=social&utm_campaign=algofb</a> </td> </tr> <tr> <td style="text-align:right;"> 1169 </td> <td style="text-align:left;"> mai 13 </td> <td style="text-align:left;"> Une fillette de Matane atteinte de la maladie de Kawasaki | Au coeur du monde </td> <td style="text-align:left;"> L’important c’est de reconnaître les symptômes de la maladie de Kawasaki rapidement. Ce fut le cas en ce qui concerne la petite Alyssa. </td> <td style="text-align:left;"> La jeune matanaise Alyssa, 6 ans, a été diagnostiquée de la maladie de Kawasaki récemment. Elle a commencé à avoir des symptômes à la mi-février. On entend beaucoup plus parler de cette maladie ces jours-ci puisque les chercheurs tentent de voir si les nouveaux cas ont un lien avec la COVID… </td> <td style="text-align:left;"> ICI Gaspésie-Les-Îles </td> <td style="text-align:left;"> <a href="https://ici.radio-canada.ca/premiere/emissions/au-coeur-du-monde/segments/entrevue/170123/maladie-kawasaki-matane" class="uri">https://ici.radio-canada.ca/premiere/emissions/au-coeur-du-monde/segments/entrevue/170123/maladie-kawasaki-matane</a> </td> </tr> <tr> <td style="text-align:right;"> 1131 </td> <td style="text-align:left;"> avril 27 </td> <td style="text-align:left;"> Il n’est « pas prudent » d’anticiper l’immunité collective, dit Trudeau | Coronavirus </td> <td style="text-align:left;"> « On ne sait pas encore si quelqu’un qui a eu la COVID-19 est protégé de la rattraper quelques mois plus tard; la science n’est pas [concluante] là-dessus. » </td> <td style="text-align:left;"> L’immunité collective n’est « pas prouvée », admet peu après le premier ministre du Québec, François Legault. </td> <td style="text-align:left;"> Radio-Canada Information </td> <td style="text-align:left;"> <a href="https://ici.radio-canada.ca/nouvelle/1697740/justin-trudeau-pandemie-coronavirus-mesures-gouvernementales-covid-19" class="uri">https://ici.radio-canada.ca/nouvelle/1697740/justin-trudeau-pandemie-coronavirus-mesures-gouvernementales-covid-19</a> </td> </tr> <tr> <td style="text-align:right;"> 1049 </td> <td style="text-align:left;"> mai 09 </td> <td style="text-align:left;"> Le bouillant Dr Arruda </td> <td style="text-align:left;"> «Ce scientifique au tempérament vif a conquis les Québécois en réussissant à leur imposer un confinement dont ils ne mesuraient pas à l’évidence les contraintes.» La chronique de Denise Bombardier. </td> <td style="text-align:left;"> En quelques semaines, le directeur de la santé publique du Québec est passé de l’ombre à la lumière. </td> <td style="text-align:left;"> Le Journal de Montréal </td> <td style="text-align:left;"> <a href="https://www.journaldemontreal.com/2020/05/09/le-bouillant-dr-arruda" class="uri">https://www.journaldemontreal.com/2020/05/09/le-bouillant-dr-arruda</a> </td> </tr> <tr> <td style="text-align:right;"> 1024 </td> <td style="text-align:left;"> avril 28 </td> <td style="text-align:left;"> COVID-19: les régions devront rester fermées, croient des chercheurs </td> <td style="text-align:left;"> Alors que la Santé publique évoque la levée des barrages, un «plan de déconfinement parfait» préparé par une équipe de chercheurs québécois recommande au contraire de les maintenir. </td> <td style="text-align:left;"> Un «plan de déconfinement parfait» préparé par une équipe de chercheurs recommande de maintenir les barrages empêchant de se rendre vers les régions. </td> <td style="text-align:left;"> Le Journal de Montréal </td> <td style="text-align:left;"> <a href="https://www.journaldemontreal.com/2020/04/27/covid-19-les-regions-devront-rester-fermees-croient-des-chercheurs" class="uri">https://www.journaldemontreal.com/2020/04/27/covid-19-les-regions-devront-rester-fermees-croient-des-chercheurs</a> </td> </tr> <tr> <td style="text-align:right;"> 1013 </td> <td style="text-align:left;"> mai 13 </td> <td style="text-align:left;"> «Arruda ne doit pas perdre sa spontanéité, son naturel» </td> <td style="text-align:left;"> Pourquoi la population s’est-elle profondément attachée à ce scientifique hors norme et plutôt coloré? Un expert en communications publiques explique : </td> <td style="text-align:left;"> Le directeur de la Santé publique du Québec, Horacio Arruda, était inconnu de la population il y a 6 mois de cela. </td> <td style="text-align:left;"> Le Journal de Montréal </td> <td style="text-align:left;"> <a href="https://www.journaldemontreal.com/2020/05/13/arruda-ne-doit-pas-perdre-sa-spontaneite-son-naturel-1" class="uri">https://www.journaldemontreal.com/2020/05/13/arruda-ne-doit-pas-perdre-sa-spontaneite-son-naturel-1</a> </td> </tr> <tr> <td style="text-align:right;"> 986 </td> <td style="text-align:left;"> avril 24 </td> <td style="text-align:left;"> Combattre le coronavirus avec du «désinfectant»? Trump accusé d’être «irresponsable» </td> <td style="text-align:left;"> Les propos du président américain, qui a évoqué une «injection» de «désinfectant» pour combattre le coronavirus, ont déclenché un tollé chez les scientifiques. </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> Le Devoir </td> <td style="text-align:left;"> <a href="https://www.ledevoir.com/monde/etats-unis/577673/combattre-le-coronavirus-avec-du-desinfectant-trump-accuse-d-etre-irresponsable?utm_medium=Social&utm_campaign=Autopost&utm_source=Facebook#Echobox=1587739889" class="uri">https://www.ledevoir.com/monde/etats-unis/577673/combattre-le-coronavirus-avec-du-desinfectant-trump-accuse-d-etre-irresponsable?utm_medium=Social&utm_campaign=Autopost&utm_source=Facebook#Echobox=1587739889</a> </td> </tr> <tr> <td style="text-align:right;"> 970 </td> <td style="text-align:left;"> mai 04 </td> <td style="text-align:left;"> COVID-19: identification d’un anticorps monoclonal prometteur </td> <td style="text-align:left;"> Un anticorps monoclonal capable en laboratoire de neutraliser le virus SARS-CoV-2, responsable de la COVID-19, a été identifié par une équipe de chercheurs néerlandais. </td> <td style="text-align:left;"> Un anticorps monoclonal capable en laboratoire de neutraliser le virus SARS-CoV-2 a été identifié par une équipe de chercheurs néerlandais. </td> <td style="text-align:left;"> Le Journal de Montréal </td> <td style="text-align:left;"> <a href="https://www.journaldemontreal.com/2020/05/04/covid-19-identification-dun-anticorps-monoclonal-prometteur" class="uri">https://www.journaldemontreal.com/2020/05/04/covid-19-identification-dun-anticorps-monoclonal-prometteur</a> </td> </tr> <tr> <td style="text-align:right;"> 962 </td> <td style="text-align:left;"> mai 02 </td> <td style="text-align:left;"> Écoutons aussi les spécialistes de l’éducation… </td> <td style="text-align:left;"> OPINION / L’auteure, Nancy Goyette, est professeure au Département des sciences de l’éducation de l’Université du Québec à Trois-Rivières. </td> <td style="text-align:left;"> OPINION / L’auteure, Nancy Goyette, est professeure au Département des sciences de l’éducation de l’Université du Québec à Trois-Rivières. </td> <td style="text-align:left;"> Le Nouvelliste </td> <td style="text-align:left;"> <a href="https://www.lenouvelliste.ca/opinions/ecoutons-aussi-les-specialistes-de-leducation-80db4f1e1c37f215de7cf4b9d864593f?utm_source=dlvr.it&utm_medium=facebook" class="uri">https://www.lenouvelliste.ca/opinions/ecoutons-aussi-les-specialistes-de-leducation-80db4f1e1c37f215de7cf4b9d864593f?utm_source=dlvr.it&utm_medium=facebook</a> </td> </tr> <tr> <td style="text-align:right;"> 909 </td> <td style="text-align:left;"> mai 06 </td> <td style="text-align:left;"> Les masques artisanaux les plus efficaces </td> <td style="text-align:left;"> Pour bien choisir quels tissus utiliser pour fabriquer un masque « fait maison », des chercheurs de l’Université de Chicago ont analysé la capacité de différentes matières à retenir les postillons et petits aérosols. </td> <td style="text-align:left;"> Pour bien choisir le tissu à utiliser, des chercheurs ont analysé la capacité de différentes matières à retenir les postillons et petits aérosols. </td> <td style="text-align:left;"> Le Journal de Montréal </td> <td style="text-align:left;"> <a href="https://www.journaldemontreal.com/2020/05/06/les-masques-artisanaux-les-plus-efficaces" class="uri">https://www.journaldemontreal.com/2020/05/06/les-masques-artisanaux-les-plus-efficaces</a> </td> </tr> <tr> <td style="text-align:right;"> 908 </td> <td style="text-align:left;"> avril 27 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> Existe-t-il vraiment un remède miracle pour échapper à la COVID-19 ? L’équipe de L’épicerie s’est penchée sur la question avec l’aide de scientifiques. </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> Radio-Canada Information </td> <td style="text-align:left;"> <a href="https://www.facebook.com/radiocanada.info/videos/646818975864281/" class="uri">https://www.facebook.com/radiocanada.info/videos/646818975864281/</a> </td> </tr> <tr> <td style="text-align:right;"> 892 </td> <td style="text-align:left;"> avril 25 </td> <td style="text-align:left;"> Un appel à la prudence sur l’immunité collective </td> <td style="text-align:left;"> L’immunité collective sur laquelle mise entre autres la santé publique du Québec est en quelque sorte un pari que prend le gouvernement provincial puisque scientifiquement parlant, rien n’est encore confirmé. </td> <td style="text-align:left;"> En raison des comportements particuliers de la COVID-19, l’OMS a voulu faire un appel à la prudence. </td> <td style="text-align:left;"> Le Journal de Montréal </td> <td style="text-align:left;"> <a href="http://www.journaldemontreal.com/2020/04/25/un-appel-a-la-prudence-sur-limmunite-collective-1" class="uri">http://www.journaldemontreal.com/2020/04/25/un-appel-a-la-prudence-sur-limmunite-collective-1</a> </td> </tr> <tr> <td style="text-align:right;"> 882 </td> <td style="text-align:left;"> avril 24 </td> <td style="text-align:left;"> Les scientifiques consternés par les propos de Trump sur le désinfectant </td> <td style="text-align:left;"> Non, ingérer du désinfectant ne combat pas la COVID-19… C’est juste dangereux. </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> HuffPost Québec </td> <td style="text-align:left;"> <a href="http://huffp.st/XGoiJEr" class="uri">http://huffp.st/XGoiJEr</a> </td> </tr> <tr> <td style="text-align:right;"> 869 </td> <td style="text-align:left;"> avril 25 </td> <td style="text-align:left;"> COVID-19: Ottawa ne mise pas sur l’immunité collective </td> <td style="text-align:left;"> Justin Trudeau rappelle « qu’il n’y a aucune science encore qui dit que si on a attrapé la COVID-19 une fois, on ne peut l’attraper une deuxième fois ». </td> <td style="text-align:left;"> Justin Trudeau a averti qu’il ne faut pas, pour l’instant, considérer l’immunité collective comme une solution pour endiguer la pandémie de COVID-19. </td> <td style="text-align:left;"> Le Journal de Montréal </td> <td style="text-align:left;"> <a href="http://www.journaldemontreal.com/2020/04/25/covid-19-ottawa-ne-mise-pas-sur-limmunite-collective" class="uri">http://www.journaldemontreal.com/2020/04/25/covid-19-ottawa-ne-mise-pas-sur-limmunite-collective</a> </td> </tr> <tr> <td style="text-align:right;"> 799 </td> <td style="text-align:left;"> avril 25 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> Des chercheurs de l’Université de Sherbrooke ont créé en quelques jours un des ingrédients indispensables aux tests de COVID-19. Il s’agit d’un amplificateur qui permet de déceler le virus. Son nom : le Sherby-20. </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> ICI Estrie </td> <td style="text-align:left;"> <a href="https://www.facebook.com/iciestrie/videos/371653223722233/" class="uri">https://www.facebook.com/iciestrie/videos/371653223722233/</a> </td> </tr> <tr> <td style="text-align:right;"> 727 </td> <td style="text-align:left;"> avril 30 </td> <td style="text-align:left;"> Gare à l’infection volontaire </td> <td style="text-align:left;"> Tentés d’attraper volontairement la COVID-19 pour sortir au plus vite du confinement ? Minute, mettent en garde les scientifiques. L’idée est probablement plus dangereuse qu’elle n’y paraît. </td> <td style="text-align:left;"> Tentés d’attraper volontairement la COVID-19 pour sortir au plus vite du confinement ? Minute, mettent en garde les scientifiques. L’idée est probablement … </td> <td style="text-align:left;"> La Presse </td> <td style="text-align:left;"> <a href="https://www.lapresse.ca/covid-19/202004/29/01-5271486-gare-a-linfection-volontaire.php?utm_source=facebook&utm_medium=social&utm_campaign=algofb" class="uri">https://www.lapresse.ca/covid-19/202004/29/01-5271486-gare-a-linfection-volontaire.php?utm_source=facebook&utm_medium=social&utm_campaign=algofb</a> </td> </tr> <tr> <td style="text-align:right;"> 592 </td> <td style="text-align:left;"> avril 28 </td> <td style="text-align:left;"> Des experts croient qu’il faut maintenir les contrôles routiers - Les nouvelles - CIHO FM 96,3 </td> <td style="text-align:left;"> Une équipe de chercheurs québécois recommande à la Santé publique de maintenir les barrages routiers aux frontières des régions moins affectées par la COVID-19, dont Charlevoix. </td> <td style="text-align:left;"> Alors que la Santé publique évoque la levée des contrôles routiers aux frontières des régions peu affectées par la COVID-19, dont Charlevoix, un comité de chercheurs québécois croit au contraire qu’ils doivent être maintenus. </td> <td style="text-align:left;"> FM Charlevoix - CIHO 96,3 </td> <td style="text-align:left;"> <a href="http://www.cihofm.com/nouvelles/Des-experts-croient-qu-il-faut-maintenir-les-controles-routiers-2020-04-28-06-27" class="uri">http://www.cihofm.com/nouvelles/Des-experts-croient-qu-il-faut-maintenir-les-controles-routiers-2020-04-28-06-27</a> </td> </tr> <tr> <td style="text-align:right;"> 562 </td> <td style="text-align:left;"> mai 08 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> Les piscines seront-elles ouvertes au cours de l’été? Le gouvernement du Québec se penche sur la question, tandis que les scientifiques et les gestionnaires de bassins répondent par l’affirmative. 🏊♀ rc.ca/RWDHPY </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> Radio-Canada Information </td> <td style="text-align:left;"> <a href="https://www.facebook.com/radiocanada.info/videos/248550649559564/" class="uri">https://www.facebook.com/radiocanada.info/videos/248550649559564/</a> </td> </tr> <tr> <td style="text-align:right;"> 557 </td> <td style="text-align:left;"> avril 24 </td> <td style="text-align:left;"> Combattre le coronavirus avec du «désinfectant»? Trump accusé d’être «irresponsable» </td> <td style="text-align:left;"> Une «injection» de «désinfectant» pour combattre la COVID-19? </td> <td style="text-align:left;"> Des déclarations de Donald Trump jeudi ont consterné la communauté scientifique. </td> <td style="text-align:left;"> Le Journal de Québec </td> <td style="text-align:left;"> <a href="https://www.journaldequebec.com/2020/04/24/combattre-le-coronavirus-avec-du-desinfectant-trump-accuse-detre-irresponsable-1" class="uri">https://www.journaldequebec.com/2020/04/24/combattre-le-coronavirus-avec-du-desinfectant-trump-accuse-detre-irresponsable-1</a> </td> </tr> <tr> <td style="text-align:right;"> 546 </td> <td style="text-align:left;"> mai 10 </td> <td style="text-align:left;"> Maladie liée à la COVID-19 chez les enfants: le maire de New York s’inquiète </td> <td style="text-align:left;"> Le maire de New York a fait part de sa « grave inquiétude » concernant une augmentation de cas d’un syndrome touchant les enfants que les scientifiques pensent être lié au coronavirus. </td> <td style="text-align:left;"> Le maire de New York Bill de Blasio a fait part de sa «grave inquiétude» concernant une augmentation de cas d’un syndrome touchant les enfants. </td> <td style="text-align:left;"> Le Journal de Montréal </td> <td style="text-align:left;"> <a href="https://www.journaldemontreal.com/2020/05/10/maladie-liee-a-la-covid-19-chez-les-enfants-le-maire-de-new-york-sinquiete-1" class="uri">https://www.journaldemontreal.com/2020/05/10/maladie-liee-a-la-covid-19-chez-les-enfants-le-maire-de-new-york-sinquiete-1</a> </td> </tr> <tr> <td style="text-align:right;"> 533 </td> <td style="text-align:left;"> mai 09 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> [Décrypteurs] Près d’un Canadien sur dix croirait aux théories du complot entourant la pandémie de COVID-19, selon les résultats préliminaires d’une recherche menée par une équipe de chercheurs de l’Université de Sherbrooke. rc.ca/RWD2k2 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> Radio-Canada Information </td> <td style="text-align:left;"> <a href="https://www.facebook.com/radiocanada.info/videos/864274927412272/" class="uri">https://www.facebook.com/radiocanada.info/videos/864274927412272/</a> </td> </tr> <tr> <td style="text-align:right;"> 528 </td> <td style="text-align:left;"> avril 24 </td> <td style="text-align:left;"> Des propos de Trump soulèvent la controverse chez les scientifiques </td> <td style="text-align:left;"> Une «injection» de «désinfectant» pour combattre le coronavirus? Des déclarations de Donald Trump jeudi ont consterné la communauté scientifique. </td> <td style="text-align:left;"> Une «injection» de «désinfectant» pour combattre le coronavirus? Des déclarations de Donald Trump jeudi ont consterné la communauté scientifique et de nombreux spécialistes ont accusé le président américain d’être irresponsable en faisant cette suggestion «dangereuse» «Je vois que … </td> <td style="text-align:left;"> Journal Métro </td> <td style="text-align:left;"> <a href="https://journalmetro.com/monde/2440743/des-propos-de-trump-soulevent-la-controverse-chez-les-scientifiques/" class="uri">https://journalmetro.com/monde/2440743/des-propos-de-trump-soulevent-la-controverse-chez-les-scientifiques/</a> </td> </tr> <tr> <td style="text-align:right;"> 527 </td> <td style="text-align:left;"> mai 13 </td> <td style="text-align:left;"> «Arruda ne doit pas perdre sa spontanéité, son naturel» </td> <td style="text-align:left;"> Pourquoi la population s’est-elle profondément attachée à ce scientifique hors norme et plutôt coloré? </td> <td style="text-align:left;"> Le directeur de la Santé publique du Québec, Horacio Arruda, était inconnu de la population il y a 6 mois de cela. </td> <td style="text-align:left;"> Le Journal de Québec </td> <td style="text-align:left;"> <a href="https://www.journaldequebec.com/2020/05/13/arruda-ne-doit-pas-perdre-sa-spontaneite-son-naturel-1" class="uri">https://www.journaldequebec.com/2020/05/13/arruda-ne-doit-pas-perdre-sa-spontaneite-son-naturel-1</a> </td> </tr> <tr> <td style="text-align:right;"> 515 </td> <td style="text-align:left;"> avril 27 </td> <td style="text-align:left;"> Le Québec a réussi à éviter «une catastrophe», assure une experte </td> <td style="text-align:left;"> La courbe s’aplatit «depuis plusieurs semaines». </td> <td style="text-align:left;"> La courbe s’aplatit «depuis plusieurs semaines», selon cette chercheuse </td> <td style="text-align:left;"> Le Journal de Montréal </td> <td style="text-align:left;"> <a href="https://www.journaldemontreal.com/2020/04/27/le-quebec-a-reussi-a-eviter-une-catastrophe-assure-une-experte" class="uri">https://www.journaldemontreal.com/2020/04/27/le-quebec-a-reussi-a-eviter-une-catastrophe-assure-une-experte</a> </td> </tr> <tr> <td style="text-align:right;"> 506 </td> <td style="text-align:left;"> avril 28 </td> <td style="text-align:left;"> Les régions devront rester fermées, croient des chercheurs </td> <td style="text-align:left;"> Même si l’interdiction des déplacements interrégionaux a été l’une des dernières mesures mises en place par le gouvernement provincial pour limiter la propagation du coronavirus, elle devrait être l’une des dernières à être levée, estiment-ils. </td> <td style="text-align:left;"> Alors que la Santé publique évoque la levée des barrages, un «plan de déconfinement parfait» recommande au contraire de les maintenir. </td> <td style="text-align:left;"> TVA Est-du-Québec </td> <td style="text-align:left;"> <a href="https://www.tvanouvelles.ca/2020/04/27/les-regions-devront-rester-fermees-croient-des-chercheurs" class="uri">https://www.tvanouvelles.ca/2020/04/27/les-regions-devront-rester-fermees-croient-des-chercheurs</a> </td> </tr> <tr> <td style="text-align:right;"> 454 </td> <td style="text-align:left;"> avril 27 </td> <td style="text-align:left;"> Le maintien à domicile des aînés serait bénéfique durant une pandémie </td> <td style="text-align:left;"> On aurait tout intérêt, en période de pandémie, à favoriser le maintien des aînés à domicile, surtout quand on constate les ravages causés par le coronavirus dans les CHSLD, croit un chercheur du Centre interuniversitaire de recherche en analyse des organisations (CIRANO). </td> <td style="text-align:left;"> (Montréal) On aurait tout intérêt, en période de pandémie, à favoriser le maintien des aînés à domicile, surtout quand on constate les ravages causés par l… </td> <td style="text-align:left;"> La Presse </td> <td style="text-align:left;"> <a href="https://www.lapresse.ca/covid-19/202004/27/01-5271084-le-maintien-a-domicile-des-aines-serait-benefique-durant-une-pandemie.php?utm_source=facebook&utm_medium=social&utm_campaign=algofb" class="uri">https://www.lapresse.ca/covid-19/202004/27/01-5271084-le-maintien-a-domicile-des-aines-serait-benefique-durant-une-pandemie.php?utm_source=facebook&utm_medium=social&utm_campaign=algofb</a> </td> </tr> <tr> <td style="text-align:right;"> 428 </td> <td style="text-align:left;"> avril 26 </td> <td style="text-align:left;"> Un déconfinement graduel reste souhaitable </td> <td style="text-align:left;"> L’important est de continuer à tester la population pour mesurer la présence de la COVID-19 et prévenir une deuxième vague d’infections. </td> <td style="text-align:left;"> L’absence de preuve scientifique concernant l’immunité supposée des personnes guéries de la COVID-19 ne remet pas en cause le déconfinement. </td> <td style="text-align:left;"> Le Journal de Montréal </td> <td style="text-align:left;"> <a href="https://www.journaldemontreal.com/2020/04/25/un-deconfinement-graduel-reste-souhaitable" class="uri">https://www.journaldemontreal.com/2020/04/25/un-deconfinement-graduel-reste-souhaitable</a> </td> </tr> <tr> <td style="text-align:right;"> 403 </td> <td style="text-align:left;"> mai 03 </td> <td style="text-align:left;"> Surveillés et dociles? </td> <td style="text-align:left;"> «Aux mesures classiques de quarantaine succède la mise en place de dispositifs de contrôle inédits, qu’on aurait aisément pu qualifier de dystopiques il y a encore quelques semaines.» Un texte d’opinion d’Alexandre Klein, de l’unité de recherche sur l’histoire du nursing de l’École des sciences infirmières de l’Université d’Ottawa. ― via Le Devoir - Opinion </td> <td style="text-align:left;"> Les décisions que nous prenons actuellement sont loin d’être anecdotiques ou simplement temporaires. </td> <td style="text-align:left;"> Le Devoir </td> <td style="text-align:left;"> <a href="https://www.ledevoir.com/opinion/idees/578143/surveilles-et-dociles?utm_medium=Social&utm_campaign=Autopost&utm_source=Facebook#Echobox=1588508330" class="uri">https://www.ledevoir.com/opinion/idees/578143/surveilles-et-dociles?utm_medium=Social&utm_campaign=Autopost&utm_source=Facebook#Echobox=1588508330</a> </td> </tr> <tr> <td style="text-align:right;"> 392 </td> <td style="text-align:left;"> mai 11 </td> <td style="text-align:left;"> Un lama pourrait fournir la clé du traitement de la COVID-19 </td> <td style="text-align:left;"> Des chercheurs ont isolé un anticorps du lama qui pourrait grandement contribuer à la lutte contre la maladie. </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> HuffPost Québec </td> <td style="text-align:left;"> <a href="http://huffp.st/RrtSxnk" class="uri">http://huffp.st/RrtSxnk</a> </td> </tr> <tr> <td style="text-align:right;"> 389 </td> <td style="text-align:left;"> mai 12 </td> <td style="text-align:left;"> Un vaccin à coup sûr? </td> <td style="text-align:left;"> Les scientifiques ne peuvent garantir qu’un vaccin contre le coronavirus verra le jour. </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> Le Devoir </td> <td style="text-align:left;"> <a href="https://www.ledevoir.com/societe/science/578734/un-vaccin-a-coup-sur?utm_medium=Social&utm_campaign=Autopost&utm_source=Facebook#Echobox=1589286724" class="uri">https://www.ledevoir.com/societe/science/578734/un-vaccin-a-coup-sur?utm_medium=Social&utm_campaign=Autopost&utm_source=Facebook#Echobox=1589286724</a> </td> </tr> <tr> <td style="text-align:right;"> 377 </td> <td style="text-align:left;"> avril 24 </td> <td style="text-align:left;"> Trump, coronavirus et désinfectant: confusion et consternation </td> <td style="text-align:left;"> Ses propos confus sur de possibles injections de désinfectant pour lutter contre le coronavirus ont suscité la stupéfaction. </td> <td style="text-align:left;"> Des déclarations de Donald Trump jeudi ont consterné la communauté scientifique. </td> <td style="text-align:left;"> Le Journal de Montréal </td> <td style="text-align:left;"> <a href="https://www.journaldemontreal.com/2020/04/24/combattre-le-coronavirus-avec-du-desinfectant-trump-accuse-detre-irresponsable-1" class="uri">https://www.journaldemontreal.com/2020/04/24/combattre-le-coronavirus-avec-du-desinfectant-trump-accuse-detre-irresponsable-1</a> </td> </tr> <tr> <td style="text-align:right;"> 375 </td> <td style="text-align:left;"> mai 09 </td> <td style="text-align:left;"> Un médicament québécois contre la COVID-19 au printemps 2021? </td> <td style="text-align:left;"> Il est entendu dans la communauté scientifique que vaccin pourrait ne voir le jour que dans 12 à 18 mois. </td> <td style="text-align:left;"> Si le gouvernement subventionne la recherche de Tetra Bio Pharma à hauteur de 14 millions $, le coronavirus pourrait avoir un ennemi de sa taille. </td> <td style="text-align:left;"> Le Journal de Montréal </td> <td style="text-align:left;"> <a href="https://www.journaldemontreal.com/2020/05/09/un-medicament-canadien-contre-la-covid-19-au-printemps-2021-1" class="uri">https://www.journaldemontreal.com/2020/05/09/un-medicament-canadien-contre-la-covid-19-au-printemps-2021-1</a> </td> </tr> <tr> <td style="text-align:right;"> 358 </td> <td style="text-align:left;"> avril 25 </td> <td style="text-align:left;"> Coronavirus : rien ne prouve que les personnes guéries sont immunisées, avertit l’OMS | Coronavirus </td> <td style="text-align:left;"> «Il n’existe aucune preuve scientifique que les personnes qui ont vaincu la COVID-19 et ont des anticorps sont prémunies contre une deuxième infection», écrit l’OMS dans une note scientifique. </td> <td style="text-align:left;"> L’OMS déclare qu’il n’y a « aucune preuve » que les personnes guéries du coronavirus sont immunisées. </td> <td style="text-align:left;"> ICI Mauricie Centre-du-Québec </td> <td style="text-align:left;"> <a href="https://ici.radio-canada.ca/nouvelle/1697351/pandemie-infection-guerison-maladie-contagion-epidemie" class="uri">https://ici.radio-canada.ca/nouvelle/1697351/pandemie-infection-guerison-maladie-contagion-epidemie</a> </td> </tr> <tr> <td style="text-align:right;"> 338 </td> <td style="text-align:left;"> avril 24 </td> <td style="text-align:left;"> Le vaccin contre la COVID-19 pourrait venir de Laval | Courrier Laval </td> <td style="text-align:left;"> Dr René Roy et son équipe de chercheurs croient possible de développer dans leurs laboratoires de Laval un vaccin dans les 12 à 15 prochains mois. </td> <td style="text-align:left;"> «D’ici trois mois, avec les ressources appropriées, nous serons en mesure d’évaluer l’efficacité de notre vaccin et de déterminer s’il est en mesure de détruire le virus de la COVID-19», affirme Dany Valiquette qui préside aux destinées d’une biopharma en incubation au Centre qué… </td> <td style="text-align:left;"> Courrier Laval </td> <td style="text-align:left;"> <a href="https://courrierlaval.com/le-vaccin-contre-la-covid-19-pourrait-venir-de-laval/" class="uri">https://courrierlaval.com/le-vaccin-contre-la-covid-19-pourrait-venir-de-laval/</a> </td> </tr> </tbody> </table> </div> <pre class="r"><code> rm(fb_posts)</code></pre> </div> </div> </div> <div id="quelle-science" class="section level1" number="6"> <h1 number="6"><span class="header-section-number">6</span> Quelle science?</h1> <p>Maintenant, pour étudier les changements qualitatifs dans la représentation médiatique de la science, nous faisons diverses analyses ci-dessous.</p> <div id="verbes-spécifiques-à-la-période-covid" class="section level2" number="6.1"> <h2 number="6.1"><span class="header-section-number">6.1</span> Verbes spécifiques à la période COVID</h2> <p>Nous chargeons un objet produit lors du prétraitement (voir <code>scripts/04-Morphosyntactic_analysis.R</code>). Il contient l’analyse morphosyntaxique des paragraphes liés à la COVID. Le prochain graphique distingue les 30 verbes les plus caractéristiques de 2020 en comparaison des trois années précédentes, pour les paragraphes relatifs à la science (voir <code>figure6.jpg</code>).</p> <pre class="r"><code>load(paste0(data_folder, "dt_tagged_tokens_science.RData")) dt_lemmas <- dt_tagged_tokens_science[upos == "VERB"] dt_chi_sqr <- dt_lemmas[lemma != "<unknown>",.N, by = .(lemma, corpus)] dt_chi_sqr <- merge(dt_chi_sqr[corpus == 1], dt_chi_sqr[corpus == 2], by = "lemma", all = TRUE) dt_chi_sqr[is.na(corpus.x), `:=`(corpus.x = 1, N.x = 0)] dt_chi_sqr[is.na(corpus.y), `:=`(corpus.y = 2, N.y = 0)] setnames(dt_chi_sqr, c("corpus.x", "corpus.y", "N.x", "N.y"), c("corpus_1", "corpus_2", "Lemma_count_1", "Lemma_count_2")) #Éviter les divisions par zéro dt_chi_sqr[, `:=`(Lemma_count_1 = Lemma_count_1 + 1, Lemma_count_2 = Lemma_count_2 + 1)] res_chi <- chisq.test(dt_chi_sqr[,list(Lemma_count_1,Lemma_count_2)]) dt_chi_sqr[, residual := res_chi$stdres[,2]] setorder(dt_chi_sqr, residual) lemmas_that_are_not_verbs <- c("quir", "unrir", "hydroxychloroquiner", "infecté", "influenzer", "éternir", "immuniter", "épidémie", "ne", "professeurer", "âgé", "professeur") dt_chi_sqr <- dt_chi_sqr[!lemma %in% lemmas_that_are_not_verbs] nb_words <- 30 dt_plot <- rbind(dt_chi_sqr[, list(lemma, residual)] %>% head(nb_words), dt_chi_sqr[, list(lemma, residual)] %>% tail(nb_words)) dt_plot[residual > 0, corpus_title := "2020"][is.na(corpus_title), corpus_title := "2017-2019"] dt_plot[corpus_title == "2017-2019", residual := -residual] ggplot(dt_plot, aes(x = reorder(lemma, residual), y = residual, fill = corpus_title), col = corpus_title) + geom_bar(stat = "identity") + ylab("Résidu standardisé") + xlab("Lemme") + facet_wrap(~corpus_title, scales = "free_y") + scale_x_reordered() + scale_y_continuous(expand=c(0,0)) + guides(fill="none") + theme_bw() + coord_flip() + scale_fill_viridis( discrete=TRUE, end = .6, direction = -1)</code></pre> <p><img src="data:image/png;base64,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" width="672" /></p> <pre class="r"><code> ggsave(file=paste0(fig_dir,"figure6.jpg") ) rm(dt_tagged_tokens_science)</code></pre> </div> <div id="moteur-de-recherche-sémantique" class="section level2" number="6.2"> <h2 number="6.2"><span class="header-section-number">6.2</span> Moteur de recherche sémantique</h2> <p>Les verbes caractéristiques ci-dessus (<code>figure6.jpg</code>) peuvent être difficiles à interpréter. Nous construisons donc un moteur de recherche pour trouver les paragraphes les plus caractéristiques de l’usage général d’un ou de plusieurs de ces verbes.</p> <pre class="r"><code>search_most_similar_paragraph <- function(request_words, corpus_, nombre_article = 5) { dt_lemmas <- dt_tagged_tokens_science[upos %in% c('VERB','NOUN','ADJ','ADV','PROPN') & corpus == corpus_, list(lemma, art_ID, doc_id)] # La fonction itoken de text2vec veut ce format, c'est-à-dire, # une liste de token (ou lemme) par document dt_lemmas <- dt_lemmas[,.(lemma = list(lemma)), by =doc_id] #Structure de donnée qui permet de travailler avec nos données sans faire de copies iterateur <- text2vec::itoken(dt_lemmas$lemma, ids = dt_lemmas$doc_id, progressbar = FALSE) vocabulaire <- text2vec::create_vocabulary(iterateur, ngram=c(ngram_min = 1, ngram_max = 1)) vocabulaire <- text2vec::prune_vocabulary(vocabulaire, term_count_min = 2, term_count_max = Inf, doc_proportion_min = 0.0001, doc_proportion_max = 0.5, doc_count_min = 1, doc_count_max = Inf, vocab_term_max = Inf) setDT(vocabulaire) #Permet de vectoriser nos documents. Le vectoriseur est utilisé # par create_dtm (voir la doc pertinente au besoin) vectorizer <- text2vec::vocab_vectorizer(vocabulaire) dtm <- text2vec::create_dtm(iterateur, vectorizer, type = "dgCMatrix") #On transforme le dtm pour que les cellules contiennent les valeurs tf-idf dtm_tfidf_initialisation <- text2vec::TfIdf$new() dtm_tfidf <- dtm_tfidf_initialisation$fit_transform(dtm) rm(dtm_tfidf_initialisation) n_dimensions_M_originale <- ncol(dtm) #Initiatilisation vecteur de requête vecteurRequete <- Matrix(data = 0, nrow = 1, ncol = n_dimensions_M_originale) #Les colonnes sont nommées avec les mots de notre dtm, # ce qui facilite la création d'une requête colnames(vecteurRequete) <- colnames(dtm) rownames(vecteurRequete) <- "requete" vecteurRequete[1, request_words] <- 1 similarite_cosinus <- proxyC::simil(x = dtm_tfidf, y = vecteurRequete, method = "cosine") %>% as.data.frame.matrix() colnames(similarite_cosinus) <- c("Cosine") similarite_cosinus['ID'] <- rownames(dtm_tfidf) setDT(similarite_cosinus) setorder(similarite_cosinus, -Cosine) setnames(similarite_cosinus, "ID", "paragraphe_ID") #On va chercher les paragraphes dans dt_science et on trie par le score cosinus resultats_recherche_semantique <- merge(similarite_cosinus[Cosine > 0.1], dt_science, by = "paragraphe_ID", all.x = TRUE, all.y = FALSE) resultats_recherche_semantique[order(-Cosine), list(Cosine, paragraphe = str_replace_all(paragraphe, "\n", " "))] %>% unique() %>% head(nombre_article) }</code></pre> <div id="verbes-de-2017-2019" class="section level3" number="6.2.1"> <h3 number="6.2.1"><span class="header-section-number">6.2.1</span> Verbes de 2017-2019</h3> <p>Avec ce moteur de recherche, nous sortons les paragraphes caractéristiques pour les 10 verbes les plus caractéristiques de 2017-2019 (voir <code>figure6.jpg</code>):</p> <pre class="r"><code>#Ces deux tables ont été produites dans 04-Morphosyntactic_analysis.R load(paste0(data_folder, "dt_tagged_tokens_science.RData")) load(paste0(data_folder, "dt_science.RData")) corpus_nb <- 1 for( term_to_search in dt_plot[grepl("2017", corpus_title),lemma][1:10] ){ if(outputFormat == "html"){ search_most_similar_paragraph(term_to_search, corpus_ = corpus_nb) %>% kable(caption = paste0("Paragraphes caractéristiques pour le terme « ", term_to_search, " » dans le corpus ", ifelse(corpus_nb ==1,"2017-2019", "2020")), ) %>% kable_styling("hover") %>% scroll_box(width = "100%", height = "200px") %>% htmltools::HTML() %>% print cat("\n") } else{ search_most_similar_paragraph(term_to_search, corpus_ = corpus_nb) %>% kable(caption = paste0("Paragraphes caractéristiques pour le terme « ", term_to_search, " » dans le corpus ", ifelse(corpus_nb ==1,"2017-2019", "2020") ), booktabs = TRUE ) %>% kable_styling(full_width = F) %>% column_spec(2, width = "35em") %>% print() cat("\n") } }</code></pre> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> Paragraphes caractéristiques pour le terme « découvrir » dans le corpus 2017-2019 </caption> <thead> <tr> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Cosine </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> paragraphe </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 0.7190085 </td> <td style="text-align:left;"> Les chercheurs ont notamment découvert : </td> </tr> <tr> <td style="text-align:right;"> 0.5414218 </td> <td style="text-align:left;"> Quelques actualités scientifiques à découvrir: </td> </tr> <tr> <td style="text-align:right;"> 0.5167803 </td> <td style="text-align:left;"> Les chercheurs ont analysé des fossiles découverts au cours des 30 dernières années et qui incluent plus d’espèces, dont quelques-unes ont été découvertes récemment seulement. </td> </tr> <tr> <td style="text-align:right;"> 0.3865394 </td> <td style="text-align:left;"> Les chercheurs tentent toujours de découvrir ce qui peut expliquer ce type de cancer. </td> </tr> <tr> <td style="text-align:right;"> 0.3797436 </td> <td style="text-align:left;"> Des chercheurs ont découvert qu’il est possible, en combinant l’âge des patients et les informations découvertes dans de simples analyses de sang, de prédire dans près de 80% des cas leur risque de souffrir d’une maladie chronique. </td> </tr> </tbody> </table> </div> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> Paragraphes caractéristiques pour le terme « participer » dans le corpus 2017-2019 </caption> <thead> <tr> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Cosine </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> paragraphe </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 0.5923243 </td> <td style="text-align:left;"> Le chercheur participe au projet BiotaNB depuis ses débuts. </td> </tr> <tr> <td style="text-align:right;"> 0.3761234 </td> <td style="text-align:left;"> Le premier patient à avoir participé à ce programme, le «patient zéro», a permis aux chercheurs de croire qu’ils étaient sur la bonne voie. </td> </tr> <tr> <td style="text-align:right;"> 0.3592489 </td> <td style="text-align:left;"> Des chercheurs de la Société de conservation de la faune du Canada ont également participé à cette étude. </td> </tr> <tr> <td style="text-align:right;"> 0.3552853 </td> <td style="text-align:left;"> Le premier patient à avoir participé à ce programme, le «patient zéro», a permis aux chercheurs de croire qu’ils étaient sur la bonne voie. </td> </tr> <tr> <td style="text-align:right;"> 0.3515860 </td> <td style="text-align:left;"> Des jeunes participent à la Foire des sciences de l’Université de Montréal. Photo : 24 heures de science </td> </tr> </tbody> </table> </div> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> Paragraphes caractéristiques pour le terme « améliorer » dans le corpus 2017-2019 </caption> <thead> <tr> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Cosine </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> paragraphe </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 0.4198217 </td> <td style="text-align:left;"> Les scientifiques en viennent à la conclusion que l’exercice améliore la vie quotidienne et la mobilité des aînés qui souffrent de la maladie d’Alzheimer; il pourrait aussi améliorer leur équilibre et leur cognition générale. </td> </tr> <tr> <td style="text-align:right;"> 0.4182645 </td> <td style="text-align:left;"> Les scientifiques en viennent à la conclusion que l’exercice améliore la vie quotidienne et la mobilité des aînés qui souffrent de la maladie d’Alzheimer; il pourrait aussi améliorer leur équilibre et leur cognition générale. </td> </tr> <tr> <td style="text-align:right;"> 0.3598532 </td> <td style="text-align:left;"> «[La série d’exercices] permet de renforcer les muscles, améliorer l’équilibre, améliorer la santé cardiovasculaire, voire la santé cognitive», souligne la chercheuse Mylène Aubertin-Leheudre, également docteure en kinésiologie. </td> </tr> <tr> <td style="text-align:right;"> 0.3533776 </td> <td style="text-align:left;"> Le rapport publié par le Conseil des ministres de l’Éducation du Canada (CMEC) précise également que le rendement en mathématiques s’est nettement amélioré dans presque toutes les provinces. Entre 2013 et 2016, le rendement en sciences s’est amélioré quant à lui dans la moitié des 10 provinces canadiennes. </td> </tr> <tr> <td style="text-align:right;"> 0.3352167 </td> <td style="text-align:left;"> Il rappelle que le gouvernement fédéral a annoncé un investissement de 24 millions $ dans le programme d’aquaculture durable du Canada, qui vise à simplifier la réglementation, améliorer sa gestion, accroître les connaissances scientifiques, améliorer la prise de décisions axée sur la science et assurer la transparence grâce à la publication de rapports publics. </td> </tr> </tbody> </table> </div> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> Paragraphes caractéristiques pour le terme « intéresser » dans le corpus 2017-2019 </caption> <thead> <tr> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Cosine </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> paragraphe </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 0.6475784 </td> <td style="text-align:left;"> Il dit s’être toujours intéressé à la science. </td> </tr> <tr> <td style="text-align:right;"> 0.3784631 </td> <td style="text-align:left;"> Les chercheurs se sont intéressés à quelque 4200 jeunes âgés de 9 à 11 ans provenant de partout aux États-Unis. </td> </tr> <tr> <td style="text-align:right;"> 0.3691491 </td> <td style="text-align:left;"> Il souhaite, par cette expérience, emmener le grand public à s’intéresser à la science. </td> </tr> <tr> <td style="text-align:right;"> 0.3690649 </td> <td style="text-align:left;"> On lui demande si la Terre l’intéresse désormais plus que les étoiles, qui ont longtemps été au centre de ses recherches et de son oeuvre de vulgarisation scientifique. «Je m’intéresse toujours aux deux», dit-il. Mais dans le cas de l’écologie, il y a une «urgence», alors que les étoiles, elles, «peuvent attendre encore un peu». </td> </tr> <tr> <td style="text-align:right;"> 0.3645930 </td> <td style="text-align:left;"> «Oui, on s’intéresse à la science, mais au-delà de ça, il faut qu’on s’assure que les filles s’intéressent à l’école. C’est pour ça que nous avons aussi un volet d’aide aux devoirs et d’apprentissage du français», explique Valérie Bilodeau. </td> </tr> </tbody> </table> </div> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> Paragraphes caractéristiques pour le terme « organiser » dans le corpus 2017-2019 </caption> <thead> <tr> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Cosine </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> paragraphe </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 0.4809659 </td> <td style="text-align:left;"> C’est au gouvernement de s’organiser pour que la culture scientifique soit convenablement financée. </td> </tr> <tr> <td style="text-align:right;"> 0.4213113 </td> <td style="text-align:left;"> L’activité avait été organisée par Sylvie Latour, enseignante de sciences à l’école. </td> </tr> <tr> <td style="text-align:right;"> 0.4196470 </td> <td style="text-align:left;"> En janvier 2015, une chercheuse norvégienne, Emilie Oftedal, a étudié pour le compte du Norwegian Defense Research Establishment (FFI) 40 cellules terroristes qui ont, entre 1994 et 2013, organisé ou tenté d’organiser des attentats en Europe. </td> </tr> <tr> <td style="text-align:right;"> 0.4006068 </td> <td style="text-align:left;"> En janvier 2015, une chercheuse norvégienne, Émilie Oftedal, a étudié pour le compte du Norwegian Defense Research Establishment (FFI) quarante cellules terroristes qui ont, entre 1994 et 2013, organisé ou tenté d’organiser des attentats en Europe. </td> </tr> <tr> <td style="text-align:right;"> 0.3684599 </td> <td style="text-align:left;"> L’événement est organisé grâce à la collaboration du Conseil de recherches en sciences naturelles et en génie du Canada. </td> </tr> </tbody> </table> </div> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> Paragraphes caractéristiques pour le terme « consommer » dans le corpus 2017-2019 </caption> <thead> <tr> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Cosine </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> paragraphe </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 0.4370618 </td> <td style="text-align:left;"> En se basant sur des dizaines de mémoires et études scientifiques déposés à Ottawa ces derniers mois, l’ASPQ arrive à la conclusion que consommer du cannabis ne comporte pas plus de risques pour la santé que consommer de l’alcool. «Selon l’OMS, il est plus risqué de consommer de l’alcool ou d’être en surpoids que de consommer du cannabis, lorsque l’on analyse le nombre d’années perdues dues à la mort et à l’invalidité», affirme l’organisme dans un énoncé de position obtenu par <em>La Presse</em>. Les données provenant des États américains où la consommation récréative a été légalisée tendent à démontrer que la consommation chez les jeunes est restée stable depuis la légalisation. «Au Colorado, une légère augmentation a été observée au début de la légalisation. Par la suite, la consommation de cannabis chez les jeunes a diminué», écrit l’ASPQ. </td> </tr> <tr> <td style="text-align:right;"> 0.4035406 </td> <td style="text-align:left;"> Ces chercheurs ont en effet identifié une espèce, le merlu argenté, qui ne consomme aucune matière plastique. </td> </tr> <tr> <td style="text-align:right;"> 0.4008297 </td> <td style="text-align:left;"> L’équipe de chercheurs ignore toutefois si c’est le fait de consommer souvent du pot qui rend plus téméraire ou si c’est le fait d’avoir une personnalité téméraire qui pousse à consommer. </td> </tr> <tr> <td style="text-align:right;"> 0.3649864 </td> <td style="text-align:left;"> En examinant le lien entre ces cancers et les habitudes de consommation de thé, les chercheurs ont observé une hausse importante du risque (1,5 fois) chez les personnes qui le consommaient à une température supérieure à 60 °C, de même que chez celles qui le buvaient plus rapidement après l’infusion. En mesurant de façon objective la température des boissons consommées, ces résultats renforcent donc le lien existant entre les boissons très chaudes et le cancer de l’œsophage et suggèrent donc fortement que les amateurs de thé et de café ont tout avantage à laisser refroidir quelque peu leur boisson avant de la consommer. </td> </tr> <tr> <td style="text-align:right;"> 0.3406970 </td> <td style="text-align:left;"> La science déboulonne cet argument-là. Ça serait le même principe que de dire que ceux qui consomment de l’alcool ont d’abord commencé à boire du lait. Oui, la plupart des gens qui consomment des drogues dures ont commencé par le cannabis, mais beaucoup de fumeurs de cannabis ne vont jamais vers les drogues dures. </td> </tr> </tbody> </table> </div> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> Paragraphes caractéristiques pour le terme « expliquer » dans le corpus 2017-2019 </caption> <thead> <tr> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Cosine </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> paragraphe </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 0.3351945 </td> <td style="text-align:left;"> «Ces propriétés pourraient expliquer la brillance caractéristique des violons Stradivari», expliquent les chercheurs, dans leur étude publiée lundi dans la revue scientifique américaine Proceedings of the National Academy of Sciences. </td> </tr> <tr> <td style="text-align:right;"> 0.3235538 </td> <td style="text-align:left;"> Déjà, les résultats se font sentir. La chercheuse explique que les jeunes ont augmenté leurs connaissances en matière de violence amoureuse. « La jalousie n’est pas une preuve d’amour », explique-t-elle. </td> </tr> <tr> <td style="text-align:right;"> 0.3004652 </td> <td style="text-align:left;"> Cet hydrogène ne peut s’expliquer que par une activité hydrothermale propice à l’existence de la vie, ont expliqué les scientifiques en annonçant cette découverte le 13 avril. </td> </tr> <tr> <td style="text-align:right;"> 0.2973654 </td> <td style="text-align:left;"> Cet hydrogène ne peut s’expliquer que par une activité hydrothermale propice à l’existence de la vie, ont expliqué les scientifiques en annonçant cette découverte le 13 avril. </td> </tr> <tr> <td style="text-align:right;"> 0.2814779 </td> <td style="text-align:left;"> Prudents dans leurs analyses, des spécialistes ont expliqué qu’il y avait une base scientifique dans cette hypothèse. </td> </tr> </tbody> </table> </div> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> Paragraphes caractéristiques pour le terme « présenter » dans le corpus 2017-2019 </caption> <thead> <tr> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Cosine </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> paragraphe </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 0.3941287 </td> <td style="text-align:left;"> Il se désole d’ailleurs de la façon dont est parfois présentée la science aux jeunes. «On leur présente ça comme une matière scolaire qui est très académique, alors que je fais léviter des objets grâce à la science! C’est l’fun!» Au final, il doit beaucoup à la science. «C’est ce qui m’a permis de percer dans le milieu, de créer de nouvelles illusions, de les présenter de façon différente.» </td> </tr> <tr> <td style="text-align:right;"> 0.3600115 </td> <td style="text-align:left;"> Cette journée, présentée dans le cadre de la Semaine de l’emploi au Bas-Saint- Laurent, est l’occasion pour les entreprises à la recherche de main-d’œuvre et les chercheurs d’emploi de La Mitis de se présenter et de faire connaissance. </td> </tr> <tr> <td style="text-align:right;"> 0.3337001 </td> <td style="text-align:left;"> Une délégation française composée de 24 jeunes et de 6 accompagnateurs et accompagnatrices sera présente tout au long de la finale québécoise. Cette délégation arrivera de Clermont-Ferrand à Auvergne en France. Ils présenteront leur projet scientifique au Québec, puis quatre jeunes originaires du Québec seront sélectionnés lors de la finale afin d’aller présenter leur projet lors de l’Exposciences Auvergne du 21 au 29 mai prochain. </td> </tr> <tr> <td style="text-align:right;"> 0.3330399 </td> <td style="text-align:left;"> Le chercheur présentait ses résultats dans le cadre d’un colloque sur la régionalisation de l’immigration. </td> </tr> <tr> <td style="text-align:right;"> 0.3147622 </td> <td style="text-align:left;"> _«__ __Les scientifiques présentent quelques idées, mais ce n’est pas fait sur un ton universitaire_, explique Janis Timm-Bottos. <em>C’est très informel. On choisit aussi des gens avec des profils très diversifiés qui viennent présenter différents savoirs. On ne veut pas que des savoirs occidentaux. On souhaite présenter plusieurs voix et que tout le monde participe à la discussion. Les scientifiques veulent savoir aussi ce à quoi croient les gens et ce qui fonctionne pour eux.<strong> </strong>»</em> </td> </tr> </tbody> </table> </div> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> Paragraphes caractéristiques pour le terme « permettre » dans le corpus 2017-2019 </caption> <thead> <tr> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Cosine </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> paragraphe </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 0.3590936 </td> <td style="text-align:left;"> Permettre l’avancement des connaissances scientifiques </td> </tr> <tr> <td style="text-align:right;"> 0.3537710 </td> <td style="text-align:left;"> Le site science24heures.com permettra de faciliter vos recherches, selon : </td> </tr> <tr> <td style="text-align:right;"> 0.3136587 </td> <td style="text-align:left;"> Notre programme MAIN-D’OEUVRE 50+ permet aux gens de 50 ans et plus de s’inscrire sur notre plateforme, ce qui permet de faire le maillage entre les chercheurs d’emplois et les entreprises cibles. </td> </tr> <tr> <td style="text-align:right;"> 0.2947989 </td> <td style="text-align:left;"> Les experts du projet britannique espèrent que celui-ci permettra aux douanes de disposer de données scientifiques fiables permettant de déterminer rapidement si l’essence et l’origine du bois sont bien celles affichées. </td> </tr> <tr> <td style="text-align:right;"> 0.2805347 </td> <td style="text-align:left;"> Qui plus est pour John Stuart Mill, l’éducation est à la fois un art et une science. Elle doit à la fois permettre à l’individu de trouver le bonheur tout en lui permettant d’acquérir des compétences qui seront utiles aux autres. </td> </tr> </tbody> </table> </div> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> Paragraphes caractéristiques pour le terme « subir » dans le corpus 2017-2019 </caption> <thead> <tr> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Cosine </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> paragraphe </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 0.3466105 </td> <td style="text-align:left;"> Les chercheurs ont conclu que près de 70% des femmes atteintes de cette forme de cancer pourraient ne pas subir de chimiothérapie, en toute sécurité. </td> </tr> <tr> <td style="text-align:right;"> 0.3466105 </td> <td style="text-align:left;"> Les chercheurs ont conclu que près de 70 pour cent des femmes atteintes de cette forme de cancer pourraient ne pas subir de chimiothérapie, en toute sécurité. </td> </tr> <tr> <td style="text-align:right;"> 0.3096612 </td> <td style="text-align:left;"> Les ainés qui subissent une commotion cérébrale ont davantage de risque de développer la démence, selon une étude effectuée par des chercheurs à Toronto. </td> </tr> <tr> <td style="text-align:right;"> 0.3008532 </td> <td style="text-align:left;"> Le groupe de scientifiques a concentré ses recherches sur un gène nommé GRIN2B, connu pour causer l’autisme lorsqu’il subit une mutation. </td> </tr> <tr> <td style="text-align:right;"> 0.2973033 </td> <td style="text-align:left;"> Le mystère continue aussi de s’épaissir, alors que certaines victimes ont subi des lésions cérébrales dont la nature échappe encore à la science. </td> </tr> </tbody> </table> </div> <pre class="r"><code> rm(dt_tagged_tokens_science, dt_science)</code></pre> </div> <div id="verbes-de-2020" class="section level3" number="6.2.2"> <h3 number="6.2.2"><span class="header-section-number">6.2.2</span> Verbes de 2020</h3> <p>Nous faisons la même chose pour les 10 verbes les plus caractéristiques de 2020:</p> <pre class="r"><code>#Ces deux tables ont été produites dans 04-Morphosyntactic_analysis.R load(paste0(data_folder, "dt_tagged_tokens_science.RData")) load(paste0(data_folder, "dt_science.RData")) corpus_nb <- 2 for( term_to_search in dt_plot[grepl("2020", corpus_title),rev(lemma)][1:10] ){ if(outputFormat == "html"){ search_most_similar_paragraph(term_to_search, corpus_ = corpus_nb) %>% kable(caption = paste0("Paragraphes caractéristiques pour le terme '« ", term_to_search, " » dans le corpus ", ifelse(corpus_nb ==1,"2017-2019", "2020")), ) %>% kable_styling("hover") %>% scroll_box(width = "100%", height = "200px") %>% htmltools::HTML() %>% print cat("\n") } else{ search_most_similar_paragraph(term_to_search, corpus_ = corpus_nb) %>% kable(caption = paste0("Paragraphes caractéristiques pour le terme '« ", term_to_search, " » dans le corpus ", ifelse(corpus_nb ==1,"2017-2019", "2020") ), booktabs = TRUE ) %>% kable_styling(full_width = F) %>% column_spec(2, width = "35em") %>% print() cat("\n") } }</code></pre> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> Paragraphes caractéristiques pour le terme ’« infecter » dans le corpus 2020 </caption> <thead> <tr> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Cosine </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> paragraphe </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 0.4006674 </td> <td style="text-align:left;"> Les anticorps monoclonaux identifiés et produits par des chercheurs de Québec « empêcheront le coronavirus d’aller infecter de nouvelles cellules. Si on les transfère directement dans le sérum des individus infectés, ils vont rapidement se distribuer dans l’organisme et neutraliser les virus qui sont en circulation. Ils auront toutefois peu d’effet sur les cellules qui sont déjà infectées, car l’anticorps ne pénètre pas dans la cellule. C’est la raison pour laquelle il est important d’administrer ce traitement tôt, lorsque l’infection se déclare, afin d’éviter que le virus ait le temps d’infecter beaucoup de cellules. Une fois qu’un grand nombre de cellules ont été infectées, il faut passer à d’autres types de traitement, comme des antiviraux », explique M. Lamarre. </td> </tr> <tr> <td style="text-align:right;"> 0.3504047 </td> <td style="text-align:left;"> • À lire aussi: Des centaines de Canadiens prêts à se faire infecter pour la science </td> </tr> <tr> <td style="text-align:right;"> 0.2927341 </td> <td style="text-align:left;"> Mais sans ces avancés scientifiques que sont le vaccin et les tests rapides, un tiers de la population, sinon plus, sera infectée, estime-t-il. </td> </tr> <tr> <td style="text-align:right;"> 0.2921330 </td> <td style="text-align:left;"> Ensuite, à partir de ces observations et de l’évaluation de l’intervalle de temps s’écoulant entre l’apparition des symptômes d’une première personne et l’apparition des symptômes de la personne qu’elle a infectée chez 77 paires de personnes, dont l’une a infecté l’autre, les chercheurs de la Guangzhou Medical University et de la University of Hong Kong ont pu calculer que les personnes infectées commencent à être contagieuses deux à trois jours avant l’émergence des symptômes et le sont particulièrement plus 0,7 jour avant de devenir symptomatiques. Ils ont également pu estimer que 44 % des transmissions étaient imputables à des personnes présymptomatiques. </td> </tr> <tr> <td style="text-align:right;"> 0.2795589 </td> <td style="text-align:left;"> Pour le moment, aucune donnée scientifique ne montre que les chiens ou les chats peuvent être infectés — ou transmettre — le virus. </td> </tr> </tbody> </table> </div> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> Paragraphes caractéristiques pour le terme ’« contracter » dans le corpus 2020 </caption> <thead> <tr> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Cosine </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> paragraphe </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 0.3688283 </td> <td style="text-align:left;"> Les chercheurs analyseront si elles produisent les anticorps du Covid-19, signe qu’elles ont contracté la maladie et se sont rétablies. </td> </tr> <tr> <td style="text-align:right;"> 0.3183892 </td> <td style="text-align:left;"> Les chercheurs ont ensuite analysé via des tests en laboratoire et l’étude de symptômes combien d’entre eux ont contracté la COVID-19 dans les deux semaines suivantes. </td> </tr> <tr> <td style="text-align:right;"> 0.2829170 </td> <td style="text-align:left;"> Un article publié en 2019 par des chercheurs de l’université d’Arizona a révélé que les revêtements réduisaient de 36% les infections contractées en milieu hospitalier. </td> </tr> <tr> <td style="text-align:right;"> 0.2822705 </td> <td style="text-align:left;"> Un article publié en 2019 par des chercheurs de l’université d’Arizona a révélé que les revêtements réduisaient de 36 % les infections contractées en milieu hospitalier. </td> </tr> <tr> <td style="text-align:right;"> 0.2820585 </td> <td style="text-align:left;"> Une équipe de chercheurs chinois a constaté que le sperme de plusieurs personnes ayant contracté la COVID-19 était positif au virus, y compris chez des patients en rémission, selon une étude publiée jeudi par la revue scientifique américaine Journal of American Medical Association. </td> </tr> </tbody> </table> </div> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> Paragraphes caractéristiques pour le terme ’« transmettre » dans le corpus 2020 </caption> <thead> <tr> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Cosine </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> paragraphe </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 0.4060318 </td> <td style="text-align:left;"> Et pour le moment, il n’existe aucune preuve scientifique qu’un animal peut transmettre la COVID-19 à l’homme. </td> </tr> <tr> <td style="text-align:right;"> 0.3615706 </td> <td style="text-align:left;"> Selon les autorités suisses, les scientifiques ont démontré que les jeunes enfants ne transmettent pas le coronavirus. </td> </tr> <tr> <td style="text-align:right;"> 0.3584773 </td> <td style="text-align:left;"> « Des chercheurs pensent que même avec une respiration normale, on peut transmettre la maladie », ajoute-t-il. </td> </tr> <tr> <td style="text-align:right;"> 0.3320266 </td> <td style="text-align:left;"> En date du 19 mars, l’état de la science n’indique pas si le virus peut se transmettre sexuellement. </td> </tr> <tr> <td style="text-align:right;"> 0.3279215 </td> <td style="text-align:left;"> Pour le moment, aucune donnée scientifique ne montre que les chiens ou les chats peuvent être infectés — ou transmettre — le virus. </td> </tr> </tbody> </table> </div> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> Paragraphes caractéristiques pour le terme ’« rouvrir » dans le corpus 2020 </caption> <thead> <tr> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Cosine </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> paragraphe </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 0.3802014 </td> <td style="text-align:left;"> À Laval, la Maison des arts, dont la salle Alfred-Pellan, va rouvrir le 20 juin. À Joliette, le Musée d’art rouvre mardi. À Victoriaville, la réouverture du Centre d’art Jacques-et-Michel-Auger est prévue pour le 29 juillet. À Sherbrooke, le Musée d’histoire, le Musée des beaux-arts et le Musée de la nature et des sciences rouvriront mercredi. Enfin, à Trois-Rivières, le musée POP accueillera le public dès le 20 juin. </td> </tr> <tr> <td style="text-align:right;"> 0.3638703 </td> <td style="text-align:left;"> La décision de rouvrir les entreprises sera fondée sur l’opinion du médecin hygiéniste en chef et sur la science, a-t-il répété. </td> </tr> <tr> <td style="text-align:right;"> 0.3555122 </td> <td style="text-align:left;"> «Toutes ces institutions pourront rouvrir à leur rythme, parce qu’elles devront adapter les lieux à leur nouvelle réalité. Ça doit se faire en ayant comme objectif principal la santé de tous […]. Il était important pour nous d’offrir de l’espoir», a illustré vendredi la ministre de la Culture, Nathalie Roy. Quatre musées d’État ainsi que 96 institutions muséales et 16 musées à vocation scientifique rouvriront vendredi prochain. </td> </tr> <tr> <td style="text-align:right;"> 0.3380143 </td> <td style="text-align:left;"> Il existe un consensus scientifique, selon M. Legault, pour rouvrir ces écoles sans que cela ne pose un risque pour le reste de la population si les mesures de distanciation physique sont respectées; </td> </tr> <tr> <td style="text-align:right;"> 0.3298028 </td> <td style="text-align:left;"> La chercheuse s’inquiète notamment de la possibilité de voir des pays exiger des voyageurs des preuves d’immunité lorsque les frontières vont rouvrir. </td> </tr> </tbody> </table> </div> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> Paragraphes caractéristiques pour le terme ’« propager » dans le corpus 2020 </caption> <thead> <tr> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Cosine </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> paragraphe </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 0.4459377 </td> <td style="text-align:left;"> D’une part, certains chercheurs ont regardé de grands groupes de malades et analysé par des études épidémiologiques comment le virus se propage dans la population. Une compilation réalisée début mars par l’OMS en Chine sur 75 465 patients n’a pas trouvé de preuve que l’épidémie ait pu se propager par des aérosols. </td> </tr> <tr> <td style="text-align:right;"> 0.4450131 </td> <td style="text-align:left;"> Les chercheurs tentent de comprendre comment la COVID-19 se propage afin de savoir qui sont les plus grands propagateurs du virus. </td> </tr> <tr> <td style="text-align:right;"> 0.3649778 </td> <td style="text-align:left;"> Des théories du complot insinuant que le chercheur aurait été attaqué en raison de ses travaux sur le virus se sont pourtant propagées sur les réseaux sociaux. </td> </tr> <tr> <td style="text-align:right;"> 0.3557681 </td> <td style="text-align:left;"> «Le virus se propagera vite, quelles que soient les conditions climatiques», ajoute la chercheuse. </td> </tr> <tr> <td style="text-align:right;"> 0.3557681 </td> <td style="text-align:left;"> « Le virus se propagera vite, quelles que soient les conditions climatiques », ajoute la chercheuse. </td> </tr> </tbody> </table> </div> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> Paragraphes caractéristiques pour le terme ’« contaminer » dans le corpus 2020 </caption> <thead> <tr> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Cosine </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> paragraphe </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 0.3674552 </td> <td style="text-align:left;"> Les scientifiques qui les promeuvent soulignent qu’ils servent à éviter de contaminer les autres plus qu’à se protéger soi-même. </td> </tr> <tr> <td style="text-align:right;"> 0.3555320 </td> <td style="text-align:left;"> Ces niveaux étaient semblables à ceux détectés chez les humains en voie de rétablissement après avoir été contaminés par le nouveau coronavirus, d’après les chercheurs. </td> </tr> <tr> <td style="text-align:right;"> 0.3541762 </td> <td style="text-align:left;"> Ces niveaux étaient semblables à ceux détectés chez les humains en voie de rétablissement après avoir été contaminés par le nouveau coronavirus, d’après les chercheurs. </td> </tr> <tr> <td style="text-align:right;"> 0.3446400 </td> <td style="text-align:left;"> Même si des milliers de personnes sont contaminées à travers le monde, les chercheurs et scientifiques qui s’affairent à comprendre le virus n’ont pas toutes les réponses. </td> </tr> <tr> <td style="text-align:right;"> 0.2969137 </td> <td style="text-align:left;"> Le coronavirus a fait officiellement plus de 11 000 morts et contaminé près de 170 000 personnes au Brésil, mais des scientifiques estiment ces chiffres largement en dessous de la réalité. </td> </tr> </tbody> </table> </div> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> Paragraphes caractéristiques pour le terme ’« immuniser » dans le corpus 2020 </caption> <thead> <tr> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Cosine </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> paragraphe </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 0.5255113 </td> <td style="text-align:left;"> On a ouvert les garderies et les écoles primaires pour créer »une immunité collective », c’est-à-dire s’immuniser contre çà. La meilleure façon de s’immuniser, c’est de la pogner la COVID-19. Plate hein? Mais c’est çà. J’ai vu quelque part que de prendre un peu de sang de quelqu’un d’immunisé (qui l’a pogné et guéri) et l’injecter dans le corps de quelqu’un immuniserait la personne qui se l’ai fait injecter… Vieille technique de vaccin, je me trompe peut-être, au pire corrigez-moi. Sauf que si c’est vrai, je ne suis pas médecin ou scientifique, mais il n’y a rien de compliqué là. </td> </tr> <tr> <td style="text-align:right;"> 0.4469741 </td> <td style="text-align:left;"> Pour lui, l’état actuel de la science indique qu’en théorie une personne qui guérit de la COVID-19 devrait être immunisée pour quelques années. </td> </tr> <tr> <td style="text-align:right;"> 0.4359405 </td> <td style="text-align:left;"> Normalement, cet homme aurait dû être immunisé à la suite de la première infection. Du moins, c’est ce que pensent de nombreux scientifiques. </td> </tr> <tr> <td style="text-align:right;"> 0.3585580 </td> <td style="text-align:left;"> Selon l’OMS, les preuves scientifiques ne sont pas suffisantes pour démontrer que les personnes qui ont vaincu la COVID-19 et qui ont des anticorps sont immunisées contre une deuxième infection. </td> </tr> <tr> <td style="text-align:right;"> 0.3219692 </td> <td style="text-align:left;"> «J’ai peur de reprendre le travail», dit-il à l’AFP. «Un médecin m’a dit que j’étais immunisé, mais ce n’est pas encore prouvé scientifiquement». </td> </tr> </tbody> </table> </div> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> Paragraphes caractéristiques pour le terme ’« tester » dans le corpus 2020 </caption> <thead> <tr> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Cosine </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> paragraphe </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 0.3833007 </td> <td style="text-align:left;"> “Notre urgence, c’est d’essayer de transmettre ces molécules à des laboratoires qui peuvent les tester, dans un environnement sécuritaire, des gens qui sont capables de travailler avec le coronavirus et de tester si les molécules sont efficaces”, lance le professeur à la Faculté de médecine et des sciences de la santé de l’Université de Sherbrooke. </td> </tr> <tr> <td style="text-align:right;"> 0.3821897 </td> <td style="text-align:left;"> Le chercheur teste deux technologies différentes et se donne quatre mois pour faire le bon choix. </td> </tr> <tr> <td style="text-align:right;"> 0.2953718 </td> <td style="text-align:left;"> > Dans une situation de pandémie, dès qu’on soupçonne que c’est un cas de > COVID, on le considère comme un cas de COVID. La logique derrière ça c’est > qu’on ne peut pas tester tout le monde. Dans un monde idéal, on testerait > tout le monde, mais c’est impossible de le faire maintenant. > > Chantal Srivastava, journaliste scientifique, Les Années lumière </td> </tr> <tr> <td style="text-align:right;"> 0.2943462 </td> <td style="text-align:left;"> Ses chercheurs ont aussi testé la résistance du virus à diverses conditions de température et d’humidité en intérieur. </td> </tr> <tr> <td style="text-align:right;"> 0.2941808 </td> <td style="text-align:left;"> Seuls les chercheurs du Nebraska ont ensuite vérifié si ces aérosols avaient le pouvoir d’être infectieux. Pour cela, ils ont placé les échantillons d’air infecté au contact de cultures de cellules appelées Vero E6, utilisées fréquemment pour tester la réplication de divers virus. Or ils n’ont trouvé aucune trace d’activité virale dans tous les échantillons testés, ce qui est plutôt rassurant. </td> </tr> </tbody> </table> </div> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> Paragraphes caractéristiques pour le terme ’« lutter » dans le corpus 2020 </caption> <thead> <tr> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Cosine </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> paragraphe </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 0.3498541 </td> <td style="text-align:left;"> Sauf que, jusqu’ici, aucune étude scientifique rigoureuse n’a démontré l’efficacité de ces molécules pour lutter contre l’infection au coronavirus chez l’être humain. </td> </tr> <tr> <td style="text-align:right;"> 0.3045402 </td> <td style="text-align:left;"> À l’échelle internationale, la Réponse mondiale au coronavirus vise à recueillir plus de huit milliards de dollars américains pour aider les chercheurs à lutter contre la COVID-19. </td> </tr> <tr> <td style="text-align:right;"> 0.2937553 </td> <td style="text-align:left;"> Décrit par Donald Trump comme «un don du ciel» pour lutter contre la pandémie, la chloroquine ne cesse en fait de diviser la communauté scientifique. </td> </tr> <tr> <td style="text-align:right;"> 0.2880693 </td> <td style="text-align:left;"> Selon Mme Rang, les chercheurs s’efforcent également de lutter contre le flétrissement bactérien du chêne. </td> </tr> <tr> <td style="text-align:right;"> 0.2803735 </td> <td style="text-align:left;"> Moduler les mesures de distanciation sociale à long terme pourrait permettre de lutter contre la COVID-19 sans asphyxier l’économie, selon une nouvelle étude réalisée par des chercheurs ontariens. </td> </tr> </tbody> </table> </div> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> Paragraphes caractéristiques pour le terme ’« fermer » dans le corpus 2020 </caption> <thead> <tr> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Cosine </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> paragraphe </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 0.4761385 </td> <td style="text-align:left;"> « Je ne pense pas que l’on devrait les fermer, mais nous, on s’en remet à la science et aux autorités de santé publique s’il faut fermer des entreprises ou des chantiers de la construction parce qu’on est rendu là, va falloir s’y soumettre », a-t-il conclu. </td> </tr> <tr> <td style="text-align:right;"> 0.3957177 </td> <td style="text-align:left;"> «Nous ne fermons la porte à aucune mesure supplémentaire, mais nous prendrons ces décisions en fonction de ce que la science nous dit», a-t-il affirmé. </td> </tr> <tr> <td style="text-align:right;"> 0.3365640 </td> <td style="text-align:left;"> Tous ces comptes ont été fermés, mais leur contenu a été sauvegardé sur une base de données à des fins de recherche scientifique, a précisé Twitter. </td> </tr> <tr> <td style="text-align:right;"> 0.3221235 </td> <td style="text-align:left;"> > Si nous avions tout fermé dès le début, la situation aurait été différente. > Mais il y a eu beaucoup d’opposition. > > Dr Anthony Fauci, scientifique en chef de la Maison-Blanche </td> </tr> <tr> <td style="text-align:right;"> 0.2567042 </td> <td style="text-align:left;"> “Pour Montréal, l’idée serait de fermer les points d’entrée, les ponts, les tunnels”, détaille Benoit Barbeau, professeur au Département des sciences biologiques de l’UQAM. </td> </tr> </tbody> </table> </div> <pre class="r"><code> rm(dt_tagged_tokens_science, dt_science)</code></pre> </div> </div> <div id="test-de-la-prévalence-des-champs-sémantiques-liés-au-politique" class="section level2" number="6.3"> <h2 number="6.3"><span class="header-section-number">6.3</span> Test de la prévalence des champs sémantiques liés au politique</h2> <p>Pour tester si la science a été plus liée à la régulation politique du gouvernement durant la COVID, voici notre stratégie :</p> <ol style="list-style-type: decimal"> <li>Récupération du <a href="https://github.com/UCREL/Multilingual-USAS/blob/master/French/semantic_lexicon_fr.txt">lexique français</a> du système d’analyse sémantique <a href="https://ucrel.lancs.ac.uk/usas/">UCREL</a>.</li> <li>Extraction des marqueurs « G1.1 Gouvernement etc. », « G1.2 Politique » et « G2.1 Ordre public ». Ces marqueurs font partie de la catégorie générale « G. Gouvernement et domaine public ». Le marqueur qui nous intéresse principalement est G1.1. Nous prenons les deux autres marqueurs pour nous permettre de tester si le changement dans la prévalence du champ sémantique est large ou s’il est plutôt concentré sur <strong>l’action gouvernementale</strong> (notre hypothèse). En effet, le marqueur G1.2 est davantage lié à la politique partisane et le G2.1 à celui des systèmes légal et pénal. À noter que nous ne prenons pas certains des marqueurs sour la catégorie G1: « G2.2 Éthique générale », « G3 Guerre, défense et armé; armement ». Ceux-ci ont été considérés trop loin de notre hypothèse pour mériter notre attention.</li> <li>Amélioration manuelle du lexique pour chacun de ces marqueurs.</li> <li>Recherche des paragraphes liés à la science qui ont au moins un mot des lexiques de ces marqueurs. Ces paragraphes sont considérés comme étant liés au champ sémantique qui nous intéresse. Ci-dessous, nous donnons les fréquences de chaque item des lexiques dans notre corpus.</li> <li>Calcul de la proportion des paragraphes liés à chaque champ sémantique sur l’ensemble des paragraphes. Ce calcul est fait pour le corpus 2017-2019, d’une part, et pour le corpus 2020 d’autre part.</li> <li>Test de proportions égales pour déterminer si la différence entre les proportions peut être attribuée à du bruit.</li> <li>Test de robustesse du résultat en retirant certains items des lexiques qui peuvent être considérés comme n’étant pas suffisamment liés aux champs sémantiques visés.</li> </ol> <p>Le bloc de code ci-dessous réalise l’étape 2 et une partie de l’étape 3 en retirant des termes manifestement trop loin des champs sémantiques visés (les traductions du lexique de l’anglais vers le français n’étant pas toujours heureuses).</p> <pre class="r"><code># Ce code est roulé seulement une fois puisque nous éditons manuellement # ensuite les fichiers de sortie pour régler certains problèmes # avec les lexiques français. dictionnaire_usas <- read.csv(paste0(data_folder,"dictionnaire_usas.txt"), sep = "\t") %>% data.table() setnames(dictionnaire_usas, c("X.French.Single.Word.Semantic.Lexicon.", "X", "X.1"), c("mot", "upos", "codes_usas")) #Prendre seulement les trois premiers marqueurs par terme dictionnaire_usas$codes_usas <- dictionnaire_usas$codes_usas %>% str_split(., pattern = " ") %>% lapply(., function(x) x[c(1:3)]) # Termes liés au gouvernement 'G1.1' mots_gouvernement <- dictionnaire_usas[grepl("G1.1", codes_usas)] mots_gouvernement <- mots_gouvernement[!mot %in% c("maison","vert")] #fwrite(mots_gouvernement,) # Termes liés à la politique partisane ou électorale 'G1.2' mots_politique <- dictionnaire_usas[grepl("G1.2", codes_usas)] mots_politique <- mots_politique[!mot %in% c("billet", "courir", "démontrer", "rouge")] # Termes liés au judiciaire/pénal 'G2.1' mots_crimes <- dictionnaire_usas[grepl("G2.1", codes_usas)] mots_crimes <- mots_crimes[!mot %in% c("billet", "boutique", "bref", "cas", "courir", "docteur", "spécial", "station", "volonté")] mots_gouvernement %>% fwrite(paste0(accessible_data_folder,"mots_gvt.csv")) mots_politique %>% fwrite(paste0(accessible_data_folder,"mots_pol.csv")) mots_crimes %>% fwrite(paste0(accessible_data_folder, "mots_crime.csv"))</code></pre> <p>En plus, des modifications dans le bloc de code ci-dessus, certains changements ont été faits manuellement aux trois lexiques avant l’analyse. Les différences entre les fichiers d’origine et les fichiers avec <code>_edited</code> peuvent être comparées au besoin dans le dossier <code>data/</code>. Les mots ajoutés sont identifiés par un « ajouté par … » dans la dernière colonne. Ils visent principalement à tenir compte du contexte canadien (p. ex., avec les variantes de « province » dans le lexique de G1.1).</p> <p>Les tableaux ci-dessous donnent les items des lexiques pour nos trois marqueurs. Ils sont triés en ordre décroissant de présence dans notre corpus. On voit que les termes les plus fréquents pour G1.1 (« gouvernement ») et pour G1.2 (« politique ») sont exactement sur la cible. Par contre, on peut douter de la pertinence d’autres termes avec des fréquences élevées – p. ex., « social » dans G1.1; « proposer » dans G1.2; « entendre » dans G2.1.</p> <p>Notre stratégie est de tester d’abord avec ces lexiques et d’ensuite faire un lexique retirant ces items fréquents, mais possiblement moins pertinents, pour tester la stabilité des résultats.</p> <pre class="r"><code># Chargement du gros fichier résultant de l'analyse morphosyntaxique load(paste0(data_folder, "dt_tagged_tokens_science.RData")) # Chargement des lexiques mots_gouvernement <- fread(paste0(accessible_data_folder#data_folder ,"mots_gvt_edited.csv")) mots_politique <- fread(paste0(accessible_data_folder#data_folder ,"mots_pol_edited.csv")) mots_crimes <- fread(paste0(accessible_data_folder#data_folder ,"mots_crime_edited.csv")) # Calcul de la fréquence avec une fonction fct_compute_freq_lexicon <- function(lexicon){ dt_count <- dt_tagged_tokens_science[lemma %in% lexicon$mot, list(corpus, doc_id, lemma)] %>% unique() %>% .[,list(nb_of_succes = .N), by = .(corpus, lemma)] dt_count[corpus == 1, corpus_years := "2017-2019"][ is.na(corpus_years), corpus_years := "2020"] dt_count <- pivot_wider(dt_count, id_cols = "lemma", names_from = "corpus_years", values_from = "nb_of_succes") %>% data.table() dt_count <- merge(dt_count, lexicon, by.x = "lemma", by.y = "mot", all.y = TRUE) dt_count[is.na(`2017-2019`), `2017-2019` := 0] dt_count[is.na(`2020`), `2020` := 0] dt_count[, Total := `2017-2019` + `2020`] setnames(dt_count, "lemma", "mot") setorder(dt_count, -Total, mot) setcolorder(dt_count, c("mot", "Total")) return(dt_count) } mots_gouvernement <- fct_compute_freq_lexicon(mots_gouvernement) mots_politique <- fct_compute_freq_lexicon(mots_politique) mots_crimes <- fct_compute_freq_lexicon(mots_crimes) # Inspection des lexiques: kable(mots_gouvernement, caption = "Fréquence des termes du lexique français pour 'G1.1 Government' (adapté de USAS)", longtable = TRUE, booktabs =TRUE) %>% kable_styling() %>% scroll_box(width = "100%", height = "200px")</code></pre> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table" style="margin-left: auto; margin-right: auto;"> <caption> Fréquence des termes du lexique français pour ‘G1.1 Government’ (adapté de USAS) </caption> <thead> <tr> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> mot </th> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Total </th> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> 2017-2019 </th> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> 2020 </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> upos </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> codes_usas </th> </tr> </thead> <tbody> <tr> <td style="text-align:left;"> gouvernement </td> <td style="text-align:right;"> 1828 </td> <td style="text-align:right;"> 981 </td> <td style="text-align:right;"> 847 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.1c|| </td> </tr> <tr> <td style="text-align:left;"> social </td> <td style="text-align:right;"> 1666 </td> <td style="text-align:right;"> 1060 </td> <td style="text-align:right;"> 606 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> S1.1.1|I1.1/G1.1| </td> </tr> <tr> <td style="text-align:left;"> pays </td> <td style="text-align:right;"> 1632 </td> <td style="text-align:right;"> 927 </td> <td style="text-align:right;"> 705 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.1c|W3|F4/M7 </td> </tr> <tr> <td style="text-align:left;"> ministre </td> <td style="text-align:right;"> 974 </td> <td style="text-align:right;"> 596 </td> <td style="text-align:right;"> 378 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.1/S2mf|S9/S2mf| </td> </tr> <tr> <td style="text-align:left;"> président </td> <td style="text-align:right;"> 939 </td> <td style="text-align:right;"> 609 </td> <td style="text-align:right;"> 330 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.1/S7.1+/S2mf|| </td> </tr> <tr> <td style="text-align:left;"> état </td> <td style="text-align:right;"> 596 </td> <td style="text-align:right;"> 397 </td> <td style="text-align:right;"> 199 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.1c|O4.1|Q2.1 </td> </tr> <tr> <td style="text-align:left;"> ministère </td> <td style="text-align:right;"> 515 </td> <td style="text-align:right;"> 385 </td> <td style="text-align:right;"> 130 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.1c|S9| </td> </tr> <tr> <td style="text-align:left;"> citoyen </td> <td style="text-align:right;"> 489 </td> <td style="text-align:right;"> 303 </td> <td style="text-align:right;"> 186 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.1/S2mf|S5+/S2mf| </td> </tr> <tr> <td style="text-align:left;"> autorité </td> <td style="text-align:right;"> 477 </td> <td style="text-align:right;"> 191 </td> <td style="text-align:right;"> 286 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.1c|S7.1+|S7.4+ </td> </tr> <tr> <td style="text-align:left;"> fédéral </td> <td style="text-align:right;"> 468 </td> <td style="text-align:right;"> 306 </td> <td style="text-align:right;"> 162 </td> <td style="text-align:left;"> adj </td> <td style="text-align:left;"> ajouté par JHR </td> </tr> <tr> <td style="text-align:left;"> province </td> <td style="text-align:right;"> 449 </td> <td style="text-align:right;"> 294 </td> <td style="text-align:right;"> 155 </td> <td style="text-align:left;"> nom </td> <td style="text-align:left;"> ajouté par JHR </td> </tr> <tr> <td style="text-align:left;"> agence </td> <td style="text-align:right;"> 425 </td> <td style="text-align:right;"> 305 </td> <td style="text-align:right;"> 120 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> I2.2/S5+c|G1.1c| </td> </tr> <tr> <td style="text-align:left;"> loi </td> <td style="text-align:right;"> 385 </td> <td style="text-align:right;"> 312 </td> <td style="text-align:right;"> 73 </td> <td style="text-align:left;"> nom </td> <td style="text-align:left;"> ajouté par JHR </td> </tr> <tr> <td style="text-align:left;"> commun </td> <td style="text-align:right;"> 367 </td> <td style="text-align:right;"> 236 </td> <td style="text-align:right;"> 131 </td> <td style="text-align:left;"> nom </td> <td style="text-align:left;"> ajouté par JHR </td> </tr> <tr> <td style="text-align:left;"> commission </td> <td style="text-align:right;"> 363 </td> <td style="text-align:right;"> 263 </td> <td style="text-align:right;"> 100 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> A1.1.1|I1.1/I2.2|G1.1 </td> </tr> <tr> <td style="text-align:left;"> État </td> <td style="text-align:right;"> 317 </td> <td style="text-align:right;"> 197 </td> <td style="text-align:right;"> 120 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> ajouté par FC </td> </tr> <tr> <td style="text-align:left;"> privé </td> <td style="text-align:right;"> 316 </td> <td style="text-align:right;"> 229 </td> <td style="text-align:right;"> 87 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> A10-|S5-|G1.1- </td> </tr> <tr> <td style="text-align:left;"> nation </td> <td style="text-align:right;"> 223 </td> <td style="text-align:right;"> 156 </td> <td style="text-align:right;"> 67 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.1c|S5+c| </td> </tr> <tr> <td style="text-align:left;"> officiel </td> <td style="text-align:right;"> 211 </td> <td style="text-align:right;"> 121 </td> <td style="text-align:right;"> 90 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.1|S7.4+|G1.1/S2mf </td> </tr> <tr> <td style="text-align:left;"> régime </td> <td style="text-align:right;"> 193 </td> <td style="text-align:right;"> 172 </td> <td style="text-align:right;"> 21 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.1|S7.1+|B3 </td> </tr> <tr> <td style="text-align:left;"> budget </td> <td style="text-align:right;"> 190 </td> <td style="text-align:right;"> 156 </td> <td style="text-align:right;"> 34 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> I1|G1.1/I1|I1.3- </td> </tr> <tr> <td style="text-align:left;"> représentant </td> <td style="text-align:right;"> 186 </td> <td style="text-align:right;"> 154 </td> <td style="text-align:right;"> 32 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> A6.2+|G1.1|A4.1 </td> </tr> <tr> <td style="text-align:left;"> agent </td> <td style="text-align:right;"> 181 </td> <td style="text-align:right;"> 131 </td> <td style="text-align:right;"> 50 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> I2.1/S2mf|G1.1/X2.2+/S2mf|K4/S2mf </td> </tr> <tr> <td style="text-align:left;"> frontière </td> <td style="text-align:right;"> 177 </td> <td style="text-align:right;"> 95 </td> <td style="text-align:right;"> 82 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> M7/G1.1|M6|O2 </td> </tr> <tr> <td style="text-align:left;"> municipalité </td> <td style="text-align:right;"> 170 </td> <td style="text-align:right;"> 143 </td> <td style="text-align:right;"> 27 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> M7/G1.1|| </td> </tr> <tr> <td style="text-align:left;"> provincial </td> <td style="text-align:right;"> 166 </td> <td style="text-align:right;"> 126 </td> <td style="text-align:right;"> 40 </td> <td style="text-align:left;"> adj </td> <td style="text-align:left;"> ajouté par JHR </td> </tr> <tr> <td style="text-align:left;"> maire </td> <td style="text-align:right;"> 151 </td> <td style="text-align:right;"> 120 </td> <td style="text-align:right;"> 31 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.1/S7.1+/S2mf|| </td> </tr> <tr> <td style="text-align:left;"> municipal </td> <td style="text-align:right;"> 134 </td> <td style="text-align:right;"> 96 </td> <td style="text-align:right;"> 38 </td> <td style="text-align:left;"> adj </td> <td style="text-align:left;"> M7/G1.1|| </td> </tr> <tr> <td style="text-align:left;"> élu </td> <td style="text-align:right;"> 107 </td> <td style="text-align:right;"> 75 </td> <td style="text-align:right;"> 32 </td> <td style="text-align:left;"> nom </td> <td style="text-align:left;"> ajouté par JHR </td> </tr> <tr> <td style="text-align:left;"> approuver </td> <td style="text-align:right;"> 104 </td> <td style="text-align:right;"> 64 </td> <td style="text-align:right;"> 40 </td> <td style="text-align:left;"> verb </td> <td style="text-align:left;"> S7.4+|E2+|G1.1 </td> </tr> <tr> <td style="text-align:left;"> capitale </td> <td style="text-align:right;"> 94 </td> <td style="text-align:right;"> 69 </td> <td style="text-align:right;"> 25 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> I1.1|G1.1|A5.1+ </td> </tr> <tr> <td style="text-align:left;"> représentation </td> <td style="text-align:right;"> 86 </td> <td style="text-align:right;"> 70 </td> <td style="text-align:right;"> 16 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.1|C1|Q1.1 </td> </tr> <tr> <td style="text-align:left;"> vice-président </td> <td style="text-align:right;"> 82 </td> <td style="text-align:right;"> 49 </td> <td style="text-align:right;"> 33 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.1/S7.1+/S2mf|| </td> </tr> <tr> <td style="text-align:left;"> exécutif </td> <td style="text-align:right;"> 79 </td> <td style="text-align:right;"> 34 </td> <td style="text-align:right;"> 45 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> I2.1/S2mf|G1.1c|S7.1+/S5+c </td> </tr> <tr> <td style="text-align:left;"> officiellement </td> <td style="text-align:right;"> 68 </td> <td style="text-align:right;"> 39 </td> <td style="text-align:right;"> 29 </td> <td style="text-align:left;"> adv </td> <td style="text-align:left;"> G1.1|S7.4+| </td> </tr> <tr> <td style="text-align:left;"> réglementation </td> <td style="text-align:right;"> 61 </td> <td style="text-align:right;"> 56 </td> <td style="text-align:right;"> 5 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1|A1.7+/G1.1| </td> </tr> <tr> <td style="text-align:left;"> taxe </td> <td style="text-align:right;"> 60 </td> <td style="text-align:right;"> 58 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> I1.1/G1.1|A12-| </td> </tr> <tr> <td style="text-align:left;"> gouverneur </td> <td style="text-align:right;"> 57 </td> <td style="text-align:right;"> 36 </td> <td style="text-align:right;"> 21 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> S7.1+/S2mf|G1.1/S2mf|O2% </td> </tr> <tr> <td style="text-align:left;"> impôt </td> <td style="text-align:right;"> 56 </td> <td style="text-align:right;"> 44 </td> <td style="text-align:right;"> 12 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> I1.1/G1.1|A12-| </td> </tr> <tr> <td style="text-align:left;"> représentatif </td> <td style="text-align:right;"> 52 </td> <td style="text-align:right;"> 37 </td> <td style="text-align:right;"> 15 </td> <td style="text-align:left;"> adj </td> <td style="text-align:left;"> A6.2+|G1.1|A4.1 </td> </tr> <tr> <td style="text-align:left;"> intergouvernemental </td> <td style="text-align:right;"> 49 </td> <td style="text-align:right;"> 40 </td> <td style="text-align:right;"> 9 </td> <td style="text-align:left;"> adj </td> <td style="text-align:left;"> G1.1/S5+|| </td> </tr> <tr> <td style="text-align:left;"> fiscal </td> <td style="text-align:right;"> 46 </td> <td style="text-align:right;"> 36 </td> <td style="text-align:right;"> 10 </td> <td style="text-align:left;"> adj </td> <td style="text-align:left;"> G2.1/S2mf|I1/G1.1|I1 </td> </tr> <tr> <td style="text-align:left;"> traité </td> <td style="text-align:right;"> 42 </td> <td style="text-align:right;"> 38 </td> <td style="text-align:right;"> 4 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G3|G1.1|G2.1 </td> </tr> <tr> <td style="text-align:left;"> diplomatique </td> <td style="text-align:right;"> 39 </td> <td style="text-align:right;"> 34 </td> <td style="text-align:right;"> 5 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.1|S1.2.4+| </td> </tr> <tr> <td style="text-align:left;"> approbation </td> <td style="text-align:right;"> 36 </td> <td style="text-align:right;"> 25 </td> <td style="text-align:right;"> 11 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> S7.4+|E2+|G1.1 </td> </tr> <tr> <td style="text-align:left;"> ambassadeur </td> <td style="text-align:right;"> 34 </td> <td style="text-align:right;"> 20 </td> <td style="text-align:right;"> 14 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.1/S2mf|S1.1.1/S2mf| </td> </tr> <tr> <td style="text-align:left;"> diplomatie </td> <td style="text-align:right;"> 31 </td> <td style="text-align:right;"> 22 </td> <td style="text-align:right;"> 9 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> S1.2.4+|G1.1| </td> </tr> <tr> <td style="text-align:left;"> législatif </td> <td style="text-align:right;"> 30 </td> <td style="text-align:right;"> 27 </td> <td style="text-align:right;"> 3 </td> <td style="text-align:left;"> adj </td> <td style="text-align:left;"> ajouté par JHR </td> </tr> <tr> <td style="text-align:left;"> présidentiel </td> <td style="text-align:right;"> 28 </td> <td style="text-align:right;"> 16 </td> <td style="text-align:right;"> 12 </td> <td style="text-align:left;"> adj </td> <td style="text-align:left;"> G1.1/S7.1+|| </td> </tr> <tr> <td style="text-align:left;"> parlement </td> <td style="text-align:right;"> 26 </td> <td style="text-align:right;"> 23 </td> <td style="text-align:right;"> 3 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.1|| </td> </tr> <tr> <td style="text-align:left;"> décret </td> <td style="text-align:right;"> 18 </td> <td style="text-align:right;"> 14 </td> <td style="text-align:right;"> 4 </td> <td style="text-align:left;"> nom </td> <td style="text-align:left;"> ajouté par JHR </td> </tr> <tr> <td style="text-align:left;"> inspecteur </td> <td style="text-align:right;"> 18 </td> <td style="text-align:right;"> 12 </td> <td style="text-align:right;"> 6 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1/S2mf|G1.1/S2mf| </td> </tr> <tr> <td style="text-align:left;"> royaume </td> <td style="text-align:right;"> 18 </td> <td style="text-align:right;"> 14 </td> <td style="text-align:right;"> 4 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.1|M7/S7.1+|A4.1/L2 </td> </tr> <tr> <td style="text-align:left;"> citoyenneté </td> <td style="text-align:right;"> 16 </td> <td style="text-align:right;"> 10 </td> <td style="text-align:right;"> 6 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.1|S5+| </td> </tr> <tr> <td style="text-align:left;"> constitutionnel </td> <td style="text-align:right;"> 16 </td> <td style="text-align:right;"> 13 </td> <td style="text-align:right;"> 3 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.1|M1| </td> </tr> <tr> <td style="text-align:left;"> délégué </td> <td style="text-align:right;"> 15 </td> <td style="text-align:right;"> 14 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.1/S2mf|S7.4+|A9- </td> </tr> <tr> <td style="text-align:left;"> empire </td> <td style="text-align:right;"> 15 </td> <td style="text-align:right;"> 11 </td> <td style="text-align:right;"> 4 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.1|I2.1/S+| </td> </tr> <tr> <td style="text-align:left;"> nationalité </td> <td style="text-align:right;"> 15 </td> <td style="text-align:right;"> 14 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.1c|S5+c| </td> </tr> <tr> <td style="text-align:left;"> législateur </td> <td style="text-align:right;"> 14 </td> <td style="text-align:right;"> 7 </td> <td style="text-align:right;"> 7 </td> <td style="text-align:left;"> nom </td> <td style="text-align:left;"> ajouté par JHR </td> </tr> <tr> <td style="text-align:left;"> constitution </td> <td style="text-align:right;"> 13 </td> <td style="text-align:right;"> 11 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.1|B2|O1/A1.8+ </td> </tr> <tr> <td style="text-align:left;"> passeport </td> <td style="text-align:right;"> 12 </td> <td style="text-align:right;"> 3 </td> <td style="text-align:right;"> 9 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.1/Q1.2|| </td> </tr> <tr> <td style="text-align:left;"> privatisation </td> <td style="text-align:right;"> 11 </td> <td style="text-align:right;"> 7 </td> <td style="text-align:right;"> 4 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.1-|| </td> </tr> <tr> <td style="text-align:left;"> imposition </td> <td style="text-align:right;"> 9 </td> <td style="text-align:right;"> 7 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> I1.1/G1.1|| </td> </tr> <tr> <td style="text-align:left;"> taxer </td> <td style="text-align:right;"> 9 </td> <td style="text-align:right;"> 8 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:left;"> verb </td> <td style="text-align:left;"> I1.1/G1.1|A12-| </td> </tr> <tr> <td style="text-align:left;"> ambassade </td> <td style="text-align:right;"> 5 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 3 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.1/S7.1+/S5+|G1.1/H1| </td> </tr> <tr> <td style="text-align:left;"> législature </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.1c|| </td> </tr> </tbody> </table> </div> <pre class="r"><code>kable(mots_politique, caption = "Fréquence des termes du lexique français pour 'G1.2 Politics' (adapté de USAS)", longtable = TRUE, booktabs =TRUE) %>% kable_styling() %>% scroll_box(width = "100%", height = "200px")</code></pre> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table" style="margin-left: auto; margin-right: auto;"> <caption> Fréquence des termes du lexique français pour ‘G1.2 Politics’ (adapté de USAS) </caption> <thead> <tr> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> mot </th> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Total </th> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> 2017-2019 </th> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> 2020 </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> upos </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> codes_usas </th> </tr> </thead> <tbody> <tr> <td style="text-align:left;"> politique </td> <td style="text-align:right;"> 2256 </td> <td style="text-align:right;"> 1565 </td> <td style="text-align:right;"> 691 </td> <td style="text-align:left;"> nom </td> <td style="text-align:left;"> ajouté par JHR </td> </tr> <tr> <td style="text-align:left;"> proposer </td> <td style="text-align:right;"> 684 </td> <td style="text-align:right;"> 507 </td> <td style="text-align:right;"> 177 </td> <td style="text-align:left;"> verb </td> <td style="text-align:left;"> Q2.2/X7+|X4.1|G1.2 </td> </tr> <tr> <td style="text-align:left;"> parti </td> <td style="text-align:right;"> 250 </td> <td style="text-align:right;"> 196 </td> <td style="text-align:right;"> 54 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> K1/S1.1.3+|K1/S1.1.3+c|G1.2c </td> </tr> <tr> <td style="text-align:left;"> candidat </td> <td style="text-align:right;"> 240 </td> <td style="text-align:right;"> 193 </td> <td style="text-align:right;"> 47 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> A7+|A1.2+|G1.2/S2mf </td> </tr> <tr> <td style="text-align:left;"> sondage </td> <td style="text-align:right;"> 201 </td> <td style="text-align:right;"> 137 </td> <td style="text-align:right;"> 64 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.2|Q1.1| </td> </tr> <tr> <td style="text-align:left;"> député </td> <td style="text-align:right;"> 187 </td> <td style="text-align:right;"> 143 </td> <td style="text-align:right;"> 44 </td> <td style="text-align:left;"> nom </td> <td style="text-align:left;"> ajouté par FC </td> </tr> <tr> <td style="text-align:left;"> élection </td> <td style="text-align:right;"> 179 </td> <td style="text-align:right;"> 147 </td> <td style="text-align:right;"> 32 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.2/X7+|| </td> </tr> <tr> <td style="text-align:left;"> conservateur </td> <td style="text-align:right;"> 151 </td> <td style="text-align:right;"> 127 </td> <td style="text-align:right;"> 24 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.2|A6.2+|A1.3+ </td> </tr> <tr> <td style="text-align:left;"> militant </td> <td style="text-align:right;"> 126 </td> <td style="text-align:right;"> 86 </td> <td style="text-align:right;"> 40 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> E3-/G1.2|E3-/G1.2/S2mf| </td> </tr> <tr> <td style="text-align:left;"> politicien </td> <td style="text-align:right;"> 124 </td> <td style="text-align:right;"> 72 </td> <td style="text-align:right;"> 52 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.2/S2mf|| </td> </tr> <tr> <td style="text-align:left;"> électoral </td> <td style="text-align:right;"> 123 </td> <td style="text-align:right;"> 88 </td> <td style="text-align:right;"> 35 </td> <td style="text-align:left;"> adj </td> <td style="text-align:left;"> G1.2/X7+|| </td> </tr> <tr> <td style="text-align:left;"> libéral </td> <td style="text-align:right;"> 106 </td> <td style="text-align:right;"> 77 </td> <td style="text-align:right;"> 29 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> A1.7-|G1.2|N5+ </td> </tr> <tr> <td style="text-align:left;"> démocratique </td> <td style="text-align:right;"> 97 </td> <td style="text-align:right;"> 65 </td> <td style="text-align:right;"> 32 </td> <td style="text-align:left;"> adj </td> <td style="text-align:left;"> G1.2|| </td> </tr> <tr> <td style="text-align:left;"> révolution </td> <td style="text-align:right;"> 93 </td> <td style="text-align:right;"> 74 </td> <td style="text-align:right;"> 19 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.2|A2.1+|M1@ </td> </tr> <tr> <td style="text-align:left;"> assemblée </td> <td style="text-align:right;"> 91 </td> <td style="text-align:right;"> 82 </td> <td style="text-align:right;"> 9 </td> <td style="text-align:left;"> nom </td> <td style="text-align:left;"> ajouté par FC </td> </tr> <tr> <td style="text-align:left;"> démocratie </td> <td style="text-align:right;"> 89 </td> <td style="text-align:right;"> 66 </td> <td style="text-align:right;"> 23 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.2|| </td> </tr> <tr> <td style="text-align:left;"> manifester </td> <td style="text-align:right;"> 89 </td> <td style="text-align:right;"> 69 </td> <td style="text-align:right;"> 20 </td> <td style="text-align:left;"> verbe </td> <td style="text-align:left;"> ajouté par JHR </td> </tr> <tr> <td style="text-align:left;"> manifestation </td> <td style="text-align:right;"> 84 </td> <td style="text-align:right;"> 63 </td> <td style="text-align:right;"> 21 </td> <td style="text-align:left;"> nom </td> <td style="text-align:left;"> ajouté par JHR </td> </tr> <tr> <td style="text-align:left;"> syndicat </td> <td style="text-align:right;"> 83 </td> <td style="text-align:right;"> 55 </td> <td style="text-align:right;"> 28 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.2/I3.1/S5+c|S5+c| </td> </tr> <tr> <td style="text-align:left;"> radical </td> <td style="text-align:right;"> 80 </td> <td style="text-align:right;"> 54 </td> <td style="text-align:right;"> 26 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.2/S2mf|O1%|N5+/A2.1 </td> </tr> <tr> <td style="text-align:left;"> complot </td> <td style="text-align:right;"> 78 </td> <td style="text-align:right;"> 20 </td> <td style="text-align:right;"> 58 </td> <td style="text-align:left;"> nom </td> <td style="text-align:left;"> ajouté par JHR </td> </tr> <tr> <td style="text-align:left;"> voter </td> <td style="text-align:right;"> 72 </td> <td style="text-align:right;"> 61 </td> <td style="text-align:right;"> 11 </td> <td style="text-align:left;"> verb </td> <td style="text-align:left;"> G1.2/X7|| </td> </tr> <tr> <td style="text-align:left;"> républicain </td> <td style="text-align:right;"> 71 </td> <td style="text-align:right;"> 50 </td> <td style="text-align:right;"> 21 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.2|G1.2/S2mf| </td> </tr> <tr> <td style="text-align:left;"> élire </td> <td style="text-align:right;"> 70 </td> <td style="text-align:right;"> 52 </td> <td style="text-align:right;"> 18 </td> <td style="text-align:left;"> verb </td> <td style="text-align:left;"> G1.2/X7+|| </td> </tr> <tr> <td style="text-align:left;"> progressif </td> <td style="text-align:right;"> 62 </td> <td style="text-align:right;"> 11 </td> <td style="text-align:right;"> 51 </td> <td style="text-align:left;"> adj </td> <td style="text-align:left;"> G1.2|T3—|N3.8- </td> </tr> <tr> <td style="text-align:left;"> vote </td> <td style="text-align:right;"> 54 </td> <td style="text-align:right;"> 37 </td> <td style="text-align:right;"> 17 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.2/X7|| </td> </tr> <tr> <td style="text-align:left;"> capitalisme </td> <td style="text-align:right;"> 31 </td> <td style="text-align:right;"> 26 </td> <td style="text-align:right;"> 5 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.2/I2.1|| </td> </tr> <tr> <td style="text-align:left;"> marginal </td> <td style="text-align:right;"> 28 </td> <td style="text-align:right;"> 24 </td> <td style="text-align:right;"> 4 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> A11.2-|A7-|G1.2/A7- </td> </tr> <tr> <td style="text-align:left;"> nazi </td> <td style="text-align:right;"> 27 </td> <td style="text-align:right;"> 27 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.2|G1.2/S2mf| </td> </tr> <tr> <td style="text-align:left;"> sénateur </td> <td style="text-align:right;"> 27 </td> <td style="text-align:right;"> 21 </td> <td style="text-align:right;"> 6 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.2/S2mf|| </td> </tr> <tr> <td style="text-align:left;"> république </td> <td style="text-align:right;"> 26 </td> <td style="text-align:right;"> 16 </td> <td style="text-align:right;"> 10 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.2|S5+/M7| </td> </tr> <tr> <td style="text-align:left;"> grève </td> <td style="text-align:right;"> 25 </td> <td style="text-align:right;"> 19 </td> <td style="text-align:right;"> 6 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> I3.1-/G1.2|E3-|A1.1.1 </td> </tr> <tr> <td style="text-align:left;"> conspirationniste </td> <td style="text-align:right;"> 22 </td> <td style="text-align:right;"> 4 </td> <td style="text-align:right;"> 18 </td> <td style="text-align:left;"> nom </td> <td style="text-align:left;"> ajouté par JHR </td> </tr> <tr> <td style="text-align:left;"> progressiste </td> <td style="text-align:right;"> 22 </td> <td style="text-align:right;"> 20 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.2|T3—|N3.8- </td> </tr> <tr> <td style="text-align:left;"> référendum </td> <td style="text-align:right;"> 16 </td> <td style="text-align:right;"> 13 </td> <td style="text-align:right;"> 3 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.2|| </td> </tr> <tr> <td style="text-align:left;"> communiste </td> <td style="text-align:right;"> 15 </td> <td style="text-align:right;"> 10 </td> <td style="text-align:right;"> 5 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.2|G1.2/S2mf| </td> </tr> <tr> <td style="text-align:left;"> complotiste </td> <td style="text-align:right;"> 15 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 15 </td> <td style="text-align:left;"> nom </td> <td style="text-align:left;"> ajouté par JHR </td> </tr> <tr> <td style="text-align:left;"> protester </td> <td style="text-align:right;"> 12 </td> <td style="text-align:right;"> 11 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:left;"> verb </td> <td style="text-align:left;"> Q2.2|A10+|G1.2 </td> </tr> <tr> <td style="text-align:left;"> propagande </td> <td style="text-align:right;"> 11 </td> <td style="text-align:right;"> 9 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.2|| </td> </tr> <tr> <td style="text-align:left;"> socialiste </td> <td style="text-align:right;"> 6 </td> <td style="text-align:right;"> 6 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.2|G1.2/S2mf| </td> </tr> <tr> <td style="text-align:left;"> suffrage </td> <td style="text-align:right;"> 6 </td> <td style="text-align:right;"> 4 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.2/X7|| </td> </tr> <tr> <td style="text-align:left;"> conspiration </td> <td style="text-align:right;"> 5 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 4 </td> <td style="text-align:left;"> nom </td> <td style="text-align:left;"> ajouté par JHR </td> </tr> <tr> <td style="text-align:left;"> rébellion </td> <td style="text-align:right;"> 5 </td> <td style="text-align:right;"> 5 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> E3-|G1.2/A6.1-| </td> </tr> <tr> <td style="text-align:left;"> socialisme </td> <td style="text-align:right;"> 4 </td> <td style="text-align:right;"> 3 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.2|| </td> </tr> <tr> <td style="text-align:left;"> communisme </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.2|| </td> </tr> <tr> <td style="text-align:left;"> députer </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:left;"> verbe </td> <td style="text-align:left;"> ajouté par FC </td> </tr> <tr> <td style="text-align:left;"> séparatiste </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G1.2|G1.2/S2mf| </td> </tr> <tr> <td style="text-align:left;"> complotisme </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:left;"> nom </td> <td style="text-align:left;"> ajouté par JHR </td> </tr> <tr> <td style="text-align:left;"> conspirationnisme </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:left;"> nom </td> <td style="text-align:left;"> ajouté par JHR </td> </tr> <tr> <td style="text-align:left;"> qanon </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:left;"> nom </td> <td style="text-align:left;"> ajouté par JHR </td> </tr> </tbody> </table> </div> <pre class="r"><code>kable(mots_crimes, caption = "Fréquence des termes du lexique français pour 'G2.1 Crime and Law' (adapté de USAS)", longtable = TRUE, booktabs =TRUE) %>% kable_styling() %>% scroll_box(width = "100%", height = "200px")</code></pre> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table" style="margin-left: auto; margin-right: auto;"> <caption> Fréquence des termes du lexique français pour ‘G2.1 Crime and Law’ (adapté de USAS) </caption> <thead> <tr> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> mot </th> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Total </th> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> 2017-2019 </th> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> 2020 </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> upos </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> codes_usas </th> </tr> </thead> <tbody> <tr> <td style="text-align:left;"> entendre </td> <td style="text-align:right;"> 609 </td> <td style="text-align:right;"> 386 </td> <td style="text-align:right;"> 223 </td> <td style="text-align:left;"> verb </td> <td style="text-align:left;"> X3.2|X2.3+|G2.1@ </td> </tr> <tr> <td style="text-align:left;"> cellule </td> <td style="text-align:right;"> 461 </td> <td style="text-align:right;"> 317 </td> <td style="text-align:right;"> 144 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> B1|G2.1/H2|S9/H2 </td> </tr> <tr> <td style="text-align:left;"> force </td> <td style="text-align:right;"> 343 </td> <td style="text-align:right;"> 227 </td> <td style="text-align:right;"> 116 </td> <td style="text-align:left;"> adv </td> <td style="text-align:left;"> E3-|S7.1+|G2.1c </td> </tr> <tr> <td style="text-align:left;"> victime </td> <td style="text-align:right;"> 324 </td> <td style="text-align:right;"> 263 </td> <td style="text-align:right;"> 61 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> A1.1.2/G2.1/S2mf|B2-/S2mf| </td> </tr> <tr> <td style="text-align:left;"> ordre </td> <td style="text-align:right;"> 286 </td> <td style="text-align:right;"> 194 </td> <td style="text-align:right;"> 92 </td> <td style="text-align:left;"> nom </td> <td style="text-align:left;"> ajouté par JHR </td> </tr> <tr> <td style="text-align:left;"> juger </td> <td style="text-align:right;"> 269 </td> <td style="text-align:right;"> 160 </td> <td style="text-align:right;"> 109 </td> <td style="text-align:left;"> verb </td> <td style="text-align:left;"> G2.1|X6| </td> </tr> <tr> <td style="text-align:left;"> judiciaire </td> <td style="text-align:right;"> 246 </td> <td style="text-align:right;"> 201 </td> <td style="text-align:right;"> 45 </td> <td style="text-align:left;"> adj </td> <td style="text-align:left;"> G2.1c|| </td> </tr> <tr> <td style="text-align:left;"> discipline </td> <td style="text-align:right;"> 229 </td> <td style="text-align:right;"> 182 </td> <td style="text-align:right;"> 47 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1|A1.7+|P1 </td> </tr> <tr> <td style="text-align:left;"> police </td> <td style="text-align:right;"> 229 </td> <td style="text-align:right;"> 163 </td> <td style="text-align:right;"> 66 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1|G2.2| </td> </tr> <tr> <td style="text-align:left;"> règle </td> <td style="text-align:right;"> 218 </td> <td style="text-align:right;"> 128 </td> <td style="text-align:right;"> 90 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1|X4.2|A6.2+ </td> </tr> <tr> <td style="text-align:left;"> policier </td> <td style="text-align:right;"> 209 </td> <td style="text-align:right;"> 117 </td> <td style="text-align:right;"> 92 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1/I3.2/S2.2m|| </td> </tr> <tr> <td style="text-align:left;"> arrêter </td> <td style="text-align:right;"> 199 </td> <td style="text-align:right;"> 130 </td> <td style="text-align:right;"> 69 </td> <td style="text-align:left;"> verbe </td> <td style="text-align:left;"> ajouté par JHR </td> </tr> <tr> <td style="text-align:left;"> accuser </td> <td style="text-align:right;"> 156 </td> <td style="text-align:right;"> 85 </td> <td style="text-align:right;"> 71 </td> <td style="text-align:left;"> verb </td> <td style="text-align:left;"> Q2.2|G2.1| </td> </tr> <tr> <td style="text-align:left;"> témoigner </td> <td style="text-align:right;"> 154 </td> <td style="text-align:right;"> 105 </td> <td style="text-align:right;"> 49 </td> <td style="text-align:left;"> verb </td> <td style="text-align:left;"> G2.1|A5.2+| </td> </tr> <tr> <td style="text-align:left;"> plaider </td> <td style="text-align:right;"> 136 </td> <td style="text-align:right;"> 116 </td> <td style="text-align:right;"> 20 </td> <td style="text-align:left;"> verb </td> <td style="text-align:left;"> Q2.2|G2.1/Q2.2| </td> </tr> <tr> <td style="text-align:left;"> juge </td> <td style="text-align:right;"> 112 </td> <td style="text-align:right;"> 91 </td> <td style="text-align:right;"> 21 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1|X6|G2.1/I3.2/S2mf </td> </tr> <tr> <td style="text-align:left;"> crime </td> <td style="text-align:right;"> 101 </td> <td style="text-align:right;"> 88 </td> <td style="text-align:right;"> 13 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1-|| </td> </tr> <tr> <td style="text-align:left;"> témoignage </td> <td style="text-align:right;"> 95 </td> <td style="text-align:right;"> 81 </td> <td style="text-align:right;"> 14 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1|Q2.2| </td> </tr> <tr> <td style="text-align:left;"> défense </td> <td style="text-align:right;"> 93 </td> <td style="text-align:right;"> 65 </td> <td style="text-align:right;"> 28 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> S8+|G3|G2.1c </td> </tr> <tr> <td style="text-align:left;"> avocat </td> <td style="text-align:right;"> 92 </td> <td style="text-align:right;"> 68 </td> <td style="text-align:right;"> 24 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1/I3.2/S2mf|| </td> </tr> <tr> <td style="text-align:left;"> témoin </td> <td style="text-align:right;"> 89 </td> <td style="text-align:right;"> 66 </td> <td style="text-align:right;"> 23 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1/S2mf|X3.4/S2mf|S9/S2mf </td> </tr> <tr> <td style="text-align:left;"> justice </td> <td style="text-align:right;"> 86 </td> <td style="text-align:right;"> 73 </td> <td style="text-align:right;"> 13 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1+|G2.2+| </td> </tr> <tr> <td style="text-align:left;"> jugement </td> <td style="text-align:right;"> 71 </td> <td style="text-align:right;"> 47 </td> <td style="text-align:right;"> 24 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> X2.1|X6|G2.1 </td> </tr> <tr> <td style="text-align:left;"> tribunal </td> <td style="text-align:right;"> 71 </td> <td style="text-align:right;"> 63 </td> <td style="text-align:right;"> 8 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1|H3|M7/K5.2 </td> </tr> <tr> <td style="text-align:left;"> condamner </td> <td style="text-align:right;"> 65 </td> <td style="text-align:right;"> 47 </td> <td style="text-align:right;"> 18 </td> <td style="text-align:left;"> verb </td> <td style="text-align:left;"> Q2.2/E2-|Q2.2/A1.1.2|G2.1 </td> </tr> <tr> <td style="text-align:left;"> dégât </td> <td style="text-align:right;"> 64 </td> <td style="text-align:right;"> 55 </td> <td style="text-align:right;"> 9 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> A1.1.2|I1.1+/G2.1| </td> </tr> <tr> <td style="text-align:left;"> réglementation </td> <td style="text-align:right;"> 61 </td> <td style="text-align:right;"> 56 </td> <td style="text-align:right;"> 5 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1|A1.7+/G1.1| </td> </tr> <tr> <td style="text-align:left;"> défenseur </td> <td style="text-align:right;"> 56 </td> <td style="text-align:right;"> 41 </td> <td style="text-align:right;"> 15 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> S8+/S2mf|G2.1/S2mf|G3/S2mf </td> </tr> <tr> <td style="text-align:left;"> commettre </td> <td style="text-align:right;"> 54 </td> <td style="text-align:right;"> 45 </td> <td style="text-align:right;"> 9 </td> <td style="text-align:left;"> verb </td> <td style="text-align:left;"> A1.1.1|S6+|A1.7+/G2.1 </td> </tr> <tr> <td style="text-align:left;"> criminel </td> <td style="text-align:right;"> 48 </td> <td style="text-align:right;"> 35 </td> <td style="text-align:right;"> 13 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1-|A5.1-|G2.1-/S2mf </td> </tr> <tr> <td style="text-align:left;"> coupable </td> <td style="text-align:right;"> 43 </td> <td style="text-align:right;"> 38 </td> <td style="text-align:right;"> 5 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1-|E4.1-| </td> </tr> <tr> <td style="text-align:left;"> sanction </td> <td style="text-align:right;"> 42 </td> <td style="text-align:right;"> 39 </td> <td style="text-align:right;"> 3 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> S7.4|G2.1| </td> </tr> <tr> <td style="text-align:left;"> traité </td> <td style="text-align:right;"> 42 </td> <td style="text-align:right;"> 38 </td> <td style="text-align:right;"> 4 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G3|G1.1|G2.1 </td> </tr> <tr> <td style="text-align:left;"> fraude </td> <td style="text-align:right;"> 39 </td> <td style="text-align:right;"> 29 </td> <td style="text-align:right;"> 10 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1-|G2.2-| </td> </tr> <tr> <td style="text-align:left;"> prison </td> <td style="text-align:right;"> 38 </td> <td style="text-align:right;"> 26 </td> <td style="text-align:right;"> 12 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1/H1|| </td> </tr> <tr> <td style="text-align:left;"> illégal </td> <td style="text-align:right;"> 35 </td> <td style="text-align:right;"> 27 </td> <td style="text-align:right;"> 8 </td> <td style="text-align:left;"> adj </td> <td style="text-align:left;"> G2.1-|| </td> </tr> <tr> <td style="text-align:left;"> législatif </td> <td style="text-align:right;"> 30 </td> <td style="text-align:right;"> 27 </td> <td style="text-align:right;"> 3 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1|| </td> </tr> <tr> <td style="text-align:left;"> procureur </td> <td style="text-align:right;"> 28 </td> <td style="text-align:right;"> 18 </td> <td style="text-align:right;"> 10 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1/I3.1/S2mf|| </td> </tr> <tr> <td style="text-align:left;"> privilège </td> <td style="text-align:right;"> 27 </td> <td style="text-align:right;"> 19 </td> <td style="text-align:right;"> 8 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> A5.1+|G2.1|S7.1+ </td> </tr> <tr> <td style="text-align:left;"> terroriste </td> <td style="text-align:right;"> 25 </td> <td style="text-align:right;"> 23 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1-/S2mf|| </td> </tr> <tr> <td style="text-align:left;"> terrorisme </td> <td style="text-align:right;"> 23 </td> <td style="text-align:right;"> 19 </td> <td style="text-align:right;"> 4 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1-|| </td> </tr> <tr> <td style="text-align:left;"> détenu </td> <td style="text-align:right;"> 22 </td> <td style="text-align:right;"> 17 </td> <td style="text-align:right;"> 5 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1/S2mf|A1.7+/S2mf| </td> </tr> <tr> <td style="text-align:left;"> arrestation </td> <td style="text-align:right;"> 19 </td> <td style="text-align:right;"> 16 </td> <td style="text-align:right;"> 3 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1|| </td> </tr> <tr> <td style="text-align:left;"> criminalité </td> <td style="text-align:right;"> 18 </td> <td style="text-align:right;"> 14 </td> <td style="text-align:right;"> 4 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1-|| </td> </tr> <tr> <td style="text-align:left;"> inspecteur </td> <td style="text-align:right;"> 18 </td> <td style="text-align:right;"> 12 </td> <td style="text-align:right;"> 6 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1/S2mf|G1.1/S2mf| </td> </tr> <tr> <td style="text-align:left;"> corruption </td> <td style="text-align:right;"> 16 </td> <td style="text-align:right;"> 12 </td> <td style="text-align:right;"> 4 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.2-|G2.1-|Q3 </td> </tr> <tr> <td style="text-align:left;"> législation </td> <td style="text-align:right;"> 16 </td> <td style="text-align:right;"> 16 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1|| </td> </tr> <tr> <td style="text-align:left;"> verdict </td> <td style="text-align:right;"> 14 </td> <td style="text-align:right;"> 11 </td> <td style="text-align:right;"> 3 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1|X6+| </td> </tr> <tr> <td style="text-align:left;"> viol </td> <td style="text-align:right;"> 14 </td> <td style="text-align:right;"> 13 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1-/S3.2|A1.1.2| </td> </tr> <tr> <td style="text-align:left;"> chaos </td> <td style="text-align:right;"> 13 </td> <td style="text-align:right;"> 8 </td> <td style="text-align:right;"> 5 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> A1.7-|G2.1-|Y1@ </td> </tr> <tr> <td style="text-align:left;"> pénal </td> <td style="text-align:right;"> 13 </td> <td style="text-align:right;"> 9 </td> <td style="text-align:right;"> 4 </td> <td style="text-align:left;"> adj </td> <td style="text-align:left;"> G2.1|| </td> </tr> <tr> <td style="text-align:left;"> culpabilité </td> <td style="text-align:right;"> 11 </td> <td style="text-align:right;"> 9 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.2-|G2.1-| </td> </tr> <tr> <td style="text-align:left;"> révolte </td> <td style="text-align:right;"> 8 </td> <td style="text-align:right;"> 5 </td> <td style="text-align:right;"> 3 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1-|E3-|G3 </td> </tr> <tr> <td style="text-align:left;"> commandant </td> <td style="text-align:right;"> 7 </td> <td style="text-align:right;"> 6 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> S7.1+/S2mf|G3/S7.1+/S2mf|G2.1/S2mf </td> </tr> <tr> <td style="text-align:left;"> innocent </td> <td style="text-align:right;"> 7 </td> <td style="text-align:right;"> 6 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1+|X9.1-|G2.2+ </td> </tr> <tr> <td style="text-align:left;"> accusé </td> <td style="text-align:right;"> 6 </td> <td style="text-align:right;"> 6 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1/S2mf|| </td> </tr> <tr> <td style="text-align:left;"> punir </td> <td style="text-align:right;"> 6 </td> <td style="text-align:right;"> 5 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:left;"> verb </td> <td style="text-align:left;"> G2.1|| </td> </tr> <tr> <td style="text-align:left;"> innocence </td> <td style="text-align:right;"> 5 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 3 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1+|G2.2+| </td> </tr> <tr> <td style="text-align:left;"> inculper </td> <td style="text-align:right;"> 4 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:left;"> verb </td> <td style="text-align:left;"> I1.3|O3|G2.1 </td> </tr> <tr> <td style="text-align:left;"> lieutenant </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G3/S7.1+/S2mf|G2.1/S2mf|S7.1+/S2mf </td> </tr> <tr> <td style="text-align:left;"> punition </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:left;"> noun </td> <td style="text-align:left;"> G2.1|| </td> </tr> </tbody> </table> </div> <pre class="r"><code># Fonction pour les tests de proportion afin de pouvoir changer les lexiques d'entrée: fct_test_prop_champ_sem <- function(mots_gvt, mots_pol, mots_crim){ #Test de proportion pour les termes G1.1 test_gouvernement <- dt_tagged_tokens_science[lemma %in% mots_gvt$mot, list(corpus, doc_id)] %>% unique() %>% .[,list(nb_of_succes = .N), by = corpus] test_gouvernement <- merge(test_gouvernement, dt_tagged_tokens_science[,list(corpus, doc_id)] %>% unique() %>% .[,list(total_nb_paragraphe = .N), by = corpus], by = "corpus") test_results_gouvernement <- prop.test(x=test_gouvernement$nb_of_succes, n=test_gouvernement$total_nb_paragraphe)#, # alternative = "less") #Test de proportion pour les termes G1.2 test_politique <- dt_tagged_tokens_science[lemma %in% mots_pol$mot, list(corpus, doc_id)] %>% unique() %>% .[,list(nb_of_succes = .N), by = corpus] test_politique <- merge(test_politique, dt_tagged_tokens_science[,list(corpus, doc_id)] %>% unique() %>% .[,list(total_nb_paragraphe = .N), by = corpus], by = "corpus") test_results_politique <- prop.test(x=test_politique$nb_of_succes, n=test_politique$total_nb_paragraphe)#, # alternative = "less") #Test de proportion pour les termes G2.1 test_crimes <- dt_tagged_tokens_science[lemma %in% mots_crim$mot, list(corpus, doc_id)] %>% unique() %>% .[,list(nb_of_succes = .N), by = corpus] test_crimes <- merge(test_crimes, dt_tagged_tokens_science[,list(corpus, doc_id)] %>% unique() %>% .[,list(total_nb_paragraphe = .N), by = corpus], by = "corpus") test_results_crimes <- prop.test(x=test_crimes$nb_of_succes, n=test_crimes$total_nb_paragraphe)#, # alternative = "less") p_values <- rbind(data.table(two_proportions_test_on = "government related terms", p_value = test_results_gouvernement$p.value), data.table(two_proportions_test_on = "politics related terms", p_value = test_results_politique$p.value), data.table(two_proportions_test_on = "crime related terms", p_value = test_results_crimes$p.value)) p_values[, p_value := round(p_value, digits = 5)] proportion_tests <- rbind(data.table(`Champ sémantique` = "G1.1 Gouvernement", `Proportion avant COVID` = round(test_results_gouvernement$estimate[1],3), `Proportion pendant COVID` = round(test_results_gouvernement$estimate[2],3), `p_value` = test_results_gouvernement$p.value) , data.table(`Champ sémantique` = "G1.2 Politique", `Proportion avant COVID` = round(test_results_politique$estimate[1],3), `Proportion pendant COVID` = round(test_results_politique$estimate[2],3), p_value = test_results_politique$p.value), data.table(`Champ sémantique` = "G2.1 Ordre public", `Proportion avant COVID` = round(test_results_crimes$estimate[1],3), `Proportion pendant COVID` = round(test_results_crimes$estimate[2],3), p_value = test_results_crimes$p.value)) proportion_tests[, `Valeur p` := round(p_value, digits = 4)][,p_value :=NULL] proportion_tests[, `% de changement` := round(( `Proportion pendant COVID` - `Proportion avant COVID`)/ `Proportion avant COVID`*100, 1) %>% paste("%")] return(proportion_tests) } proportion_tests <- fct_test_prop_champ_sem(mots_gouvernement, mots_politique, mots_crimes) kable(proportion_tests, caption = "Résultats des tests d'égale proportion pour les trois champs sémantiques" ) %>% kable_styling("hover", full_width = F)</code></pre> <table class="table table-hover" style="width: auto !important; margin-left: auto; margin-right: auto;"> <caption> Résultats des tests d’égale proportion pour les trois champs sémantiques </caption> <thead> <tr> <th style="text-align:left;"> Champ sémantique </th> <th style="text-align:right;"> Proportion avant COVID </th> <th style="text-align:right;"> Proportion pendant COVID </th> <th style="text-align:right;"> Valeur p </th> <th style="text-align:left;"> % de changement </th> </tr> </thead> <tbody> <tr> <td style="text-align:left;"> G1.1 Gouvernement </td> <td style="text-align:right;"> 0.227 </td> <td style="text-align:right;"> 0.269 </td> <td style="text-align:right;"> 0.0000 </td> <td style="text-align:left;"> 18.5 % </td> </tr> <tr> <td style="text-align:left;"> G1.2 Politique </td> <td style="text-align:right;"> 0.102 </td> <td style="text-align:right;"> 0.094 </td> <td style="text-align:right;"> 0.0028 </td> <td style="text-align:left;"> -7.8 % </td> </tr> <tr> <td style="text-align:left;"> G2.1 Ordre public </td> <td style="text-align:right;"> 0.105 </td> <td style="text-align:right;"> 0.093 </td> <td style="text-align:right;"> 0.0000 </td> <td style="text-align:left;"> -11.4 % </td> </tr> </tbody> </table> <pre class="r"><code>rm(dt_tagged_tokens_science)</code></pre> <p>Le test de proportion donne donc des changements statistiquement significatifs pour les trois champs sémantiques : une augmentation pour le champ sur l’action gouvernementale (G1.1), mais des diminutions pour les champs de la politique partisane (G1.2) et de l’ordre public (G2.1).</p> <p>Pour tester la robustesse de ce résultat, nous enlevons les termes suivants de chaque lexique et faisons le même test à nouveau.</p> <pre class="r"><code># Chargement du gros fichier résultant de l'analyse morphosyntaxique load(paste0(data_folder, "dt_tagged_tokens_science.RData")) mots_out_gvt <- c("social") mots_out_pol <- c("proposer") mots_out_loi <- c("entendre") mots_out <- data.table(`Champ sémantique` = c("G1.1 Gouvernement", "G1.2 Politique", "G2.1 Ordre public"), `item` = c(paste(mots_out_gvt, collapse = ", "), paste(mots_out_pol, collapse = ", "), paste(mots_out_loi, collapse = ", ")) ) kable(mots_out, caption = "Termes retirés des lexiques") %>% kable_styling("hover", full_width = F)# %>%</code></pre> <table class="table table-hover" style="width: auto !important; margin-left: auto; margin-right: auto;"> <caption> Termes retirés des lexiques </caption> <thead> <tr> <th style="text-align:left;"> Champ sémantique </th> <th style="text-align:left;"> item </th> </tr> </thead> <tbody> <tr> <td style="text-align:left;"> G1.1 Gouvernement </td> <td style="text-align:left;"> social </td> </tr> <tr> <td style="text-align:left;"> G1.2 Politique </td> <td style="text-align:left;"> proposer </td> </tr> <tr> <td style="text-align:left;"> G2.1 Ordre public </td> <td style="text-align:left;"> entendre </td> </tr> </tbody> </table> <pre class="r"><code># scroll_box(width = "100%", height = "200px") proportion_tests2 <- fct_test_prop_champ_sem(mots_gouvernement[!mot %in% mots_out_gvt], mots_politique[!mot %in% mots_out_pol], mots_crimes[!mot %in% mots_out_loi]) kable(proportion_tests2, caption = "Résultats des tests d'égale proportion pour les trois champs sémantiques" ) %>% kable_styling("hover", full_width = F)</code></pre> <table class="table table-hover" style="width: auto !important; margin-left: auto; margin-right: auto;"> <caption> Résultats des tests d’égale proportion pour les trois champs sémantiques </caption> <thead> <tr> <th style="text-align:left;"> Champ sémantique </th> <th style="text-align:right;"> Proportion avant COVID </th> <th style="text-align:right;"> Proportion pendant COVID </th> <th style="text-align:right;"> Valeur p </th> <th style="text-align:left;"> % de changement </th> </tr> </thead> <tbody> <tr> <td style="text-align:left;"> G1.1 Gouvernement </td> <td style="text-align:right;"> 0.203 </td> <td style="text-align:right;"> 0.241 </td> <td style="text-align:right;"> 0.0000 </td> <td style="text-align:left;"> 18.7 % </td> </tr> <tr> <td style="text-align:left;"> G1.2 Politique </td> <td style="text-align:right;"> 0.089 </td> <td style="text-align:right;"> 0.084 </td> <td style="text-align:right;"> 0.0546 </td> <td style="text-align:left;"> -5.6 % </td> </tr> <tr> <td style="text-align:left;"> G2.1 Ordre public </td> <td style="text-align:right;"> 0.095 </td> <td style="text-align:right;"> 0.080 </td> <td style="text-align:right;"> 0.0000 </td> <td style="text-align:left;"> -15.8 % </td> </tr> </tbody> </table> <pre class="r"><code>rm(dt_tagged_tokens_science)</code></pre> <p>Les résultats demeurent qualitativement les mêmes sans ces termes trop peu spécifiques et très fréquents. Comme le lexique semble meilleur sans ces termes, nous rapportons ces derniers résultats pour l’article principal.</p> </div> <div id="la-présence-de-lincertitude" class="section level2" number="6.4"> <h2 number="6.4"><span class="header-section-number">6.4</span> La présence de l’incertitude</h2> <p>Maintenant, il s’agit de voir si les paragraphes à propos de la science sont davantage marqués par l’incertitude pendant l’année de la COVID.</p> <div id="analyse-de-cooccurence" class="section level3" number="6.4.1"> <h3 number="6.4.1"><span class="header-section-number">6.4.1</span> Analyse de cooccurence</h3> <p>Une première analyse est de regarder la centralité des verbes les plus caractéristiques de chaque corpus. Voir <code>figure_A5.jpg</code> et <code>figure_A6.jpg</code>.</p> <pre class="r"><code>#Ces deux tables ont été produites dans 04-Morphosyntactic_analysis.R load(paste0(data_folder, "dt_tagged_tokens_science.RData")) load(paste0(data_folder, "dt_science.RData")) nb_mots <- 25 #Pour passer l'analyse de cooccurence sur les deux corpus, on fait une longue fonction #pour éviter de copier du code analyse_cooccurence <- function(corpus, nb_mots) { dt_lemmas <- dt_tagged_tokens_science[corpus == corpus & upos %in% c('VERB'), list(lemma, art_ID, doc_id)] # La fonction itoken de text2vec veut ce format, c'est-à-dire, # une liste de token (ou lemme) par document dt_lemmas <- dt_lemmas[,.(lemma = list(lemma)), by =doc_id] #Structure de donnée qui permet de travailler avec nos données sans faire de copies iterateur <- text2vec::itoken(dt_lemmas$lemma, ids = dt_lemmas$doc_id, progressbar = FALSE) vocabulaire <- text2vec::create_vocabulary(iterateur, ngram=c(ngram_min = 1, ngram_max = 1)) vocabulaire <- text2vec::prune_vocabulary(vocabulaire, term_count_min = 2, term_count_max = Inf, doc_proportion_min = 0.0001, doc_proportion_max = 0.5, doc_count_min = 1, doc_count_max = Inf, vocab_term_max = Inf) setDT(vocabulaire) # Permet de vectoriser nos documents. Le vectorizer est utilisé # par create_dtm (voir la doc si ce n'est pas clair) vectorizer <- text2vec::vocab_vectorizer(vocabulaire) dtm <- text2vec::create_dtm(iterateur, vectorizer, type = "dgCMatrix") #On transforme le dtm pour que les cellules contiennent les valeurs tf-idf dtm_tfidf_initialisation <- text2vec::TfIdf$new() dtm_tfidf <- dtm_tfidf_initialisation$fit_transform(dtm) rm(dtm_tfidf_initialisation) #Calculer la somme des valeurs TFIDF pour les documents vecteur_sumMots <- Matrix::colSums(dtm_tfidf) # Selection des tops mots (pour le corpus 2, les valeurs sont négatives, # ce pourquoi on utilise tail) if (corpus == 1) { top_mots <- dt_chi_sqr[,list(lemma)] %>% head(nb_mots) } if (corpus == 2) { top_mots <- dt_chi_sqr[,list(lemma)] %>% tail(nb_mots) } tdm_cluster <- Matrix::t(dtm_tfidf) tdm_cluster_norm <- text2vec::normalize(tdm_cluster, norm = 'l2') #Calcul du cosinus par produit matriciel de la matrice normalisée avec sa transposée mot_mot_cosine <- Matrix::tcrossprod(tdm_cluster_norm) #Réduction à zéro des valeurs pour la matrice triangulaire inférieure mot_mot_cosine <- Matrix::triu(mot_mot_cosine) # La visualisation est dans quanteda, on doit donc créer un objet de son type mot_mot_cosine <- quanteda::as.fcm(mot_mot_cosine) # On sélectionne les tops mots mot_par_mot_filtre_cosinus <- quanteda::fcm_select(mot_mot_cosine, pattern = top_mots, selection = "keep") set.seed(123) p <- textplot_network(mot_par_mot_filtre_cosinus, min_freq = 0.8) + ggtitle(paste0("Co-occurrences des verbes dans le corpus " , ifelse(corpus ==1,"2017-2019", "2020"))) print(p) ggsave(file=paste0(fig_dir,ifelse(corpus ==1,"figure_A5.jpg", "figure_A6.jpg"))) } analyse_cooccurence(1, 25) </code></pre> <p><img src="data:image/png;base64,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" width="672" /></p> <pre class="r"><code>analyse_cooccurence(2, 25)</code></pre> <p><img src="data:image/png;base64,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" width="672" /></p> <p>On voit que « permettre » était le plus central avant la pandémie et que « pouvoir » a pris sa place pendant la pandémie. Ce dernier peut être un marqueur d’incertitude. Nous regardons maintenant les phrases caractéristiques de cas où le verbe le plus central de chaque corpus est coprésent avec certains des verbes périphériques :</p> <pre class="r"><code>research_results_2017_2019 <- rbind(search_most_similar_paragraph( c("permettre", "expliquer"), 1), search_most_similar_paragraph(c("permettre", "améliorer"), 1), search_most_similar_paragraph(c("permettre", "démarquer"), 1), search_most_similar_paragraph(c("permettre", "étudier"), 1)) caption_txt <- "Corpus pré-COVID: phrases les plus caractéristiques avec « permettre » et un autre verbe très fréquent" if(outputFormat == "html"){ research_results_2017_2019[order(-Cosine)] %>% kable(caption = caption_txt) %>% kable_styling("hover") %>% scroll_box(width = "100%", height = "200px") } else{ research_results_2017_2019[order(-Cosine)] %>% kable(caption = caption_txt, booktabs = TRUE) %>% kable_styling(full_width = F) %>% column_spec(2, width = "45em") }</code></pre> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> Corpus pré-COVID: phrases les plus caractéristiques avec « permettre » et un autre verbe très fréquent </caption> <thead> <tr> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Cosine </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> paragraphe </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 0.4993374 </td> <td style="text-align:left;"> Vandal étudiera en sciences politiques. </td> </tr> <tr> <td style="text-align:right;"> 0.4093563 </td> <td style="text-align:left;"> # Les étudiants du Cégep se démarquent dans les concours scientifiques </td> </tr> <tr> <td style="text-align:right;"> 0.3668156 </td> <td style="text-align:left;"> Dans un communiqué publié lundi, l’Ifri s’est démarqué des propos tenus par le chercheur. </td> </tr> <tr> <td style="text-align:right;"> 0.3578947 </td> <td style="text-align:left;"> L’utilisation de ce format de CV permet aux chercheurs d’emploi de se démarquer des autres documents plus conventionnels. « Une cliente, après avoir été embauchée, s’est fait dire qu’elle avait un beau CV, qu’il se démarquait et qu’il était visuellement plus accessible », rapporte Mme Fortin. </td> </tr> <tr> <td style="text-align:right;"> 0.3432108 </td> <td style="text-align:left;"> Les fonds consentis permettront de soutenir pour les deux prochaines années la recherche scientifique et d’améliorer les installations de l’Observatoire. </td> </tr> <tr> <td style="text-align:right;"> 0.3364744 </td> <td style="text-align:left;"> «[La série d’exercices] permet de renforcer les muscles, améliorer l’équilibre, améliorer la santé cardiovasculaire, voire la santé cognitive», souligne la chercheuse Mylène Aubertin-Leheudre, également docteure en kinésiologie. </td> </tr> <tr> <td style="text-align:right;"> 0.3335018 </td> <td style="text-align:left;"> Le Canada se démarque à l’échelle du monde par les travaux de ses chercheurs sur les cellules souches qui permettent des avancées dans la lutte contre le cancer. Crédit : iStock </td> </tr> <tr> <td style="text-align:right;"> 0.3237468 </td> <td style="text-align:left;"> # Des étudiants du Cégep Beauce-Appalaches se démarquent dans les concours scientifiques </td> </tr> <tr> <td style="text-align:right;"> 0.3186786 </td> <td style="text-align:left;"> Annoncé comme une «romance de science-fiction», Zoe racontera l’histoire de deux collègues dans un laboratoire qui travaillent sur une nouvelle technologie qui doit permettre d’améliorer les relations romantiques. </td> </tr> <tr> <td style="text-align:right;"> 0.2968588 </td> <td style="text-align:left;"> Les scientifiques en viennent à la conclusion que l’exercice améliore la vie quotidienne et la mobilité des aînés qui souffrent de la maladie d’Alzheimer; il pourrait aussi améliorer leur équilibre et leur cognition générale. </td> </tr> <tr> <td style="text-align:right;"> 0.2957577 </td> <td style="text-align:left;"> Les scientifiques en viennent à la conclusion que l’exercice améliore la vie quotidienne et la mobilité des aînés qui souffrent de la maladie d’Alzheimer; il pourrait aussi améliorer leur équilibre et leur cognition générale. </td> </tr> <tr> <td style="text-align:right;"> 0.2690983 </td> <td style="text-align:left;"> Les résultats de cette étude permettent de jeter une nouvelle lumière sur le processus de reconnaissance visuelle de l’humain, expliquent les chercheurs. </td> </tr> <tr> <td style="text-align:right;"> 0.2678008 </td> <td style="text-align:left;"> Pour arriver à ces conclusions, les chercheurs ont étudié les effets de l’aspirine chez près de 130 000 personnes, entre 1980 et 2012. </td> </tr> <tr> <td style="text-align:right;"> 0.2665186 </td> <td style="text-align:left;"> - Elle étudie actuellement en science politique à l’Université du Québec à Montréal (UQAM). </td> </tr> <tr> <td style="text-align:right;"> 0.2664503 </td> <td style="text-align:left;"> L’étude ne permet pas de conclure à un lien entre végétarisme et dépression. La littérature scientifique ne va généralement pas dans ce sens. </td> </tr> <tr> <td style="text-align:right;"> 0.2653978 </td> <td style="text-align:left;"> Shweta Todkar, qui est venue de l’Inde pour réaliser son rêve d’étudier dans une université canadienne, un geste difficile à poser pour une femme dans son pays précise-t-elle, est infirmière et étudie en sciences biomédicales pour la deuxième année. Les retards occasionnés vont l’obliger à prolonger ses études. Elle avait une bourse de 50 000 $ pour venir étudier ici. Elle devra en demander une autre. </td> </tr> <tr> <td style="text-align:right;"> 0.2584660 </td> <td style="text-align:left;"> Il a expliqué qu’un effort «colossal» par les chercheurs, les travailleurs, les ingénieurs et les scientifiques a permis de réaliser une «vraie percée». </td> </tr> <tr> <td style="text-align:right;"> 0.2541694 </td> <td style="text-align:left;"> Cette démarche scientifique participative permet du coup à la personne d’en apprendre plus sur ce qu’est la science, à l’image de ceux qui participent aux recherches cliniques. Parce que, explique Sonya Anvar, se familiariser avec la manière dont la science se construit permet à cette personne de mieux comprendre ce qu’est vraiment la science. </td> </tr> <tr> <td style="text-align:right;"> 0.2539175 </td> <td style="text-align:left;"> Permettre l’avancement des connaissances scientifiques </td> </tr> <tr> <td style="text-align:right;"> 0.2501539 </td> <td style="text-align:left;"> Le site science24heures.com permettra de faciliter vos recherches, selon : </td> </tr> </tbody> </table> </div> <pre class="r"><code>research_results_2020 <- rbind(search_most_similar_paragraph( c("pouvoir", "transmettre"), 2), search_most_similar_paragraph(c("pouvoir", "attraper"), 2), search_most_similar_paragraph(c("pouvoir", "combattre"), 2), search_most_similar_paragraph(c("pouvoir", "protéger"),2 )) caption_txt <- "Corpus COVID: phrases les plus caractéristiques avec « pouvoir » et un autre verbe très fréquent" if(outputFormat == "html"){ research_results_2020[order(-Cosine)] %>% kable(caption = caption_txt) %>% kable_styling("hover") %>% scroll_box(width = "100%", height = "200px") } else{ research_results_2020[order(-Cosine)] %>% kable(caption = caption_txt, booktabs = TRUE, longtable =TRUE) %>% kable_styling(full_width = F) %>% column_spec(2, width = "45em") }</code></pre> <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:200px; overflow-x: scroll; width:100%; "> <table class="table table-hover" style="margin-left: auto; margin-right: auto;"> <caption> Corpus COVID: phrases les plus caractéristiques avec « pouvoir » et un autre verbe très fréquent </caption> <thead> <tr> <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> Cosine </th> <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> paragraphe </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 0.4345656 </td> <td style="text-align:left;"> «Il n’y a aucune science, encore, qui dit que si on a attrapé la COVID-19 une fois, on est protégés de l’attraper une deuxième fois», a dit M. Trudeau. </td> </tr> <tr> <td style="text-align:right;"> 0.4099765 </td> <td style="text-align:left;"> Et pour le moment, il n’existe aucune preuve scientifique qu’un animal peut transmettre la COVID-19 à l’homme. </td> </tr> <tr> <td style="text-align:right;"> 0.3650073 </td> <td style="text-align:left;"> «Il n’y a aucune science encore qui dit que si on a attrapé la COVID-19 une fois, on ne peut l’attraper une deuxième fois, a-t-il soutenu. Tous les plans des provinces sont basés sur la protection. Personne ne se base sur l’immunité comme une mesure qui fait partie de la marche à suivre pour les prochains mois», a avancé Justin Trudeau. </td> </tr> <tr> <td style="text-align:right;"> 0.3619600 </td> <td style="text-align:left;"> « Des chercheurs pensent que même avec une respiration normale, on peut transmettre la maladie », ajoute-t-il. </td> </tr> <tr> <td style="text-align:right;"> 0.3476097 </td> <td style="text-align:left;"> “C’est toujours ma crainte, affirme Dominic Cardy. On peut voir aujourd’hui que les messages, la désinformation, le <em>fake news</em> , c’est aussi un type de virus qui peut se partager rapidement. On a besoin de le combattre. On a besoin d’une voix beaucoup plus forte des médecins, des scientifiques, des politiciens, de tout le monde dans la société. […] La seule manière qu’on peut combattre les mensonges, c’est avec la vérité.” </td> </tr> <tr> <td style="text-align:right;"> 0.3464986 </td> <td style="text-align:left;"> Dr William Li : Pour le moment, les scientifiques s’accordent à dire que les animaux de compagnie ne peuvent pas attraper la maladie ni nous la donner. Bonne nouvelle! </td> </tr> <tr> <td style="text-align:right;"> 0.3352523 </td> <td style="text-align:left;"> En date du 19 mars, l’état de la science n’indique pas si le virus peut se transmettre sexuellement. </td> </tr> <tr> <td style="text-align:right;"> 0.3311074 </td> <td style="text-align:left;"> Pour le moment, aucune donnée scientifique ne montre que les chiens ou les chats peuvent être infectés — ou transmettre — le virus. </td> </tr> <tr> <td style="text-align:right;"> 0.3241021 </td> <td style="text-align:left;"> Pour leur défense, les chercheurs chinois affirment qu’ils n’ont pu déterminer que courant janvier, étude scientifique à l’appui, que le virus pouvait se transmettre au sein de l’espèce humaine. </td> </tr> <tr> <td style="text-align:right;"> 0.3236961 </td> <td style="text-align:left;"> Se rangeant du côté de l’OMS, Justin Trudeau affirme « qu’il n’y a aucune science encore qui affirme que si on a attrapé la COVID-19 une fois, on ne peut l’attraper une deuxième fois ». La Dre Theresa Tam, administratrice en chef de la santé publique du Canada, croit même que « l’idée de générer une sorte d’immunité naturelle ne devrait pas être considérée ». </td> </tr> <tr> <td style="text-align:right;"> 0.3193200 </td> <td style="text-align:left;"> Selon le directeur de la santé, il n’est pas prouvé scientifiquement que les personnes qui ont été atteintes du coronavirus pourraient être protégées pour une deuxième vague: </td> </tr> <tr> <td style="text-align:right;"> 0.3145192 </td> <td style="text-align:left;"> Se pourrait-il, se demandent plusieurs scientifiques, que la mémoire immunitaire générée par ces coronavirus bénins aide à combattre le SARS-CoV-2 ? </td> </tr> <tr> <td style="text-align:right;"> 0.3107638 </td> <td style="text-align:left;"> Depuis le début, les autorités politiques dans le monde disent s’appuyer sur les données de la science pour combattre la pandémie. </td> </tr> <tr> <td style="text-align:right;"> 0.2946508 </td> <td style="text-align:left;"> La science ne peut pas donner un pourcentage de probabilité précis d’attraper le virus pour chaque activité : il est impossible d’envisager absolument tous les cas de figure qui peuvent se présenter en tenant compte de tous les paramètres qui pourraient avoir une influence. De plus, les modes de transmission du virus ne sont pas encore parfaitement élucidés. </td> </tr> <tr> <td style="text-align:right;"> 0.2913032 </td> <td style="text-align:left;"> “Les premières données scientifiques démontraient que de 20 à 25 % des personnes infectées étaient des cas asymptomatiques. Les gens se sont mis alors à porter des masques. Bien sûr, pour se protéger, mais aussi pour protéger les autres. Il y a eu une prise de conscience; on a compris qu’une personne pouvait en contaminer une autre, sans le savoir, en l’absence de symptômes”, explique Lee Hyuk-Min, qui est également épidémiologiste. </td> </tr> <tr> <td style="text-align:right;"> 0.2809443 </td> <td style="text-align:left;"> Selon lui, ce n’est pas parce que le Chine a été le premier pays à déclarer l’apparition du coronavirus qu’elle est à l’origine de la pandémie. Il faut plutôt laisser les scientifiques faire leur travail pour qu’ils puissent mieux connaître le virus et le combattre, a-t-il affirmé </td> </tr> <tr> <td style="text-align:right;"> 0.2763274 </td> <td style="text-align:left;"> Les chercheurs enquêtent, car ils croient que les enfants détiennent un secret qui pourrait aider à protéger ou traiter les plus âgés. </td> </tr> <tr> <td style="text-align:right;"> 0.2719048 </td> <td style="text-align:left;"> Pour sa part, le magazine «Forbes» révèle que des chercheurs s’intéressent au plasma équestre pour combattre la pandémie. </td> </tr> <tr> <td style="text-align:right;"> 0.2588521 </td> <td style="text-align:left;"> « Considérant que des preuves scientifiques confirment que des personnes sans symptômes peuvent transmettre le virus de la COVID-19, il est maintenant indiqué de protéger les autres à proximité », peut-on lire dans le communiqué du Ministère de la Santé et des Services sociaux diffusé vendredi après-midi. </td> </tr> <tr> <td style="text-align:right;"> 0.2444896 </td> <td style="text-align:left;"> La vaccination demeure le moyen le plus efficace de se protéger contre certaines maladies, en plus d’être reconnue comme sécuritaire par la communauté scientifique, a récemment soutenu la ministre de la Santé, Danielle McCann. Plusieurs vaccins doivent être donnés durant l’enfance, certains dès l’âge de 2 mois, afin que les petits soient protégés rapidement. </td> </tr> </tbody> </table> </div> <p>Cette analyse ne permet évidemment pas de tirer de conclusions même si les phrases de 2020 semblent généralement exprimer plus d’incertitude. Nous utilisons une stratégie plus systématique dans la section suivante.</p> </div> <div id="proportion-des-phrases-exprimant-de-lincertitude" class="section level3" number="6.4.2"> <h3 number="6.4.2"><span class="header-section-number">6.4.2</span> Proportion des phrases exprimant de l’incertitude</h3> <p>Nous cherchons maintenant à savoir si la proportion de phrases exprimant de l’incertitude dans les paragraphes liés à la science est similaire dans nos deux corpus d’articles (avant et pendant la pandémie). Toute phrase incluant au moins une instance respectant une des conditions suivantes est considérée comme exprimant de l’incertitude :</p> <ul> <li>Un verbe au mode conditionnel</li> <li>Le verbe pouvoir, sauf à l’infinitif</li> <li>Les lemmes suivants : possible, possiblement, probable, probablement, improbable, suspect (comme adjectif), suspicion</li> <li>Un de ces verbes : penser, croire, espérer, suggérer, questionner, soupçonner</li> </ul> <p>Une chose que cette technique simple ne capture pas est la négation qui annule l’incertitude. Par exemple, “possible” exprime de l’incertitude, mais “pas possible” exprime de la certitude. Nous devrions avoir des règles plus complexes pour détecter cette annulation de l’incertitude. Notre présupposition est que la proportion d’annulations de l’incertitude sur l’incertitude apparente totale n’est pas plus élevée dans un de nos deux corpus. Si ce présupposé est adéquat, la simplicité de notre règle nous fait surestimer la proportion de phrases exprimant l’incertitude, mais ce biais vers le haut affecte les deux corpus et n’invalide donc pas notre test de différence de proportion.</p> <pre class="r"><code>#### TEST de la proportion des phrases avec marqueurs d'incertitude ### test_for_uncertainty <- function(tagged_tokens) { data_for_test <- tagged_tokens[, list( nb_sentences_w_uncertainty = .SD[ grepl("Mood=Cnd",feats) # verbs or auxiliaries in the conditional mood # verb "pouvoir" (for can, may, could...) except at the infinitive | (lemma == "pouvoir" & upos == "VERB" & token != "pouvoir") | lemma == "possible" | lemma == "possiblement" # around the possible # around the probable: | lemma == "probable" | lemma == "probablement"| lemma == "improbable" | (lemma == "suspect" & upos == "ADJ") | lemma == "suspicion" # something suspicious # verbs of uncertainty: | (upos == "VERB" & (lemma == "penser" | lemma == "croire" | lemma == "espérer" | lemma == "suggérer" | lemma == "questionner" | lemma == "soupçonner")) , paste0(doc_id, "_", sentence_id) %>% unique() %>% length()], nb_total_sentences = paste0(doc_id, "_", sentence_id) %>% unique() %>% length() ), by = since_COVID] prop.test(data_for_test$nb_sentences_w_uncertainty, n = data_for_test$nb_total_sentences, alternative = "less") } #Test on article corpus load(paste0(data_folder, "dt_tagged_tokens_science.RData")) dt_tagged_tokens_science[corpus == 1, since_COVID := TRUE][ is.na(since_COVID), since_COVID := FALSE] #To get rid of some sentences that are misidentified by udpipe, we keep those upos only. dt_tagged_tokens_science <- dt_tagged_tokens_science[ upos %in% c("NOUN", "ADJ", "VERB", "AUX", "PROPN", "X", "ADV", "PRON", "DET")] articles_uncertainty_results <- test_for_uncertainty(dt_tagged_tokens_science) articles_uncertainty_results</code></pre> <pre><code>## ## 2-sample test for equality of proportions with continuity correction ## ## data: data_for_test$nb_sentences_w_uncertainty out of data_for_test$nb_total_sentences ## X-squared = 226.34, df = 1, p-value < 2.2e-16 ## alternative hypothesis: less ## 95 percent confidence interval: ## -1.00000000 -0.03259453 ## sample estimates: ## prop 1 prop 2 ## 0.1474629 0.1842299</code></pre> <pre class="r"><code>rm(dt_tagged_tokens_science)</code></pre> </div> </div> </div> <div id="session-r-utilisée" class="section level1" number="7"> <h1 number="7"><span class="header-section-number">7</span> Session R utilisée</h1> <pre class="r"><code>sessionInfo()</code></pre> <pre><code>## R version 4.2.2 Patched (2022-11-10 r83330) ## Platform: x86_64-pc-linux-gnu (64-bit) ## Running under: Ubuntu 18.04.6 LTS ## ## Matrix products: default ## BLAS: /usr/lib/x86_64-linux-gnu/blas/libblas.so.3.7.1 ## LAPACK: /usr/lib/x86_64-linux-gnu/lapack/liblapack.so.3.7.1 ## ## locale: ## [1] LC_CTYPE=C.UTF-8 LC_NUMERIC=C LC_TIME=fr_CA.UTF-8 ## [4] LC_COLLATE=C.UTF-8 LC_MONETARY=C.UTF-8 LC_MESSAGES=C.UTF-8 ## [7] LC_PAPER=C.UTF-8 LC_NAME=C LC_ADDRESS=C ## [10] LC_TELEPHONE=C LC_MEASUREMENT=C.UTF-8 LC_IDENTIFICATION=C ## ## attached base packages: ## [1] parallel stats graphics grDevices utils datasets methods ## [8] base ## ## other attached packages: ## [1] quanteda.textplots_0.94.1 kableExtra_1.3.4 ## [3] directlabels_2021.1.13 viridis_0.6.1 ## [5] viridisLite_0.4.0 mgcv_1.8-41 ## [7] nlme_3.1-160 sandwich_3.0-1 ## [9] stargazer_5.2.3 text2vec_0.6.1 ## [11] Matrix_1.5-1 splitstackshape_1.4.8 ## [13] udpipe_0.8.9 lubridate_1.7.10 ## [15] zoo_1.8-10 doParallel_1.0.17 ## [17] iterators_1.0.13 foreach_1.5.1 ## [19] tidytext_0.3.1 knitr_1.41 ## [21] tm_0.7-8 NLP_0.2-1 ## [23] topicmodels_0.2-12 anytime_0.3.9 ## [25] fuzzyjoin_0.1.6 ggrepel_0.9.1 ## [27] stringr_1.4.0 tidyr_1.1.3 ## [29] data.table_1.14.0 mongolite_2.6.1 ## [31] dplyr_1.0.9 ggplot2_3.3.5 ## ## loaded via a namespace (and not attached): ## [1] webshot_0.5.2 httr_1.4.4 SnowballC_0.7.0 ## [4] tools_4.2.2 bslib_0.4.1 utf8_1.2.2 ## [7] R6_2.5.1 DBI_1.1.1 colorspace_2.0-2 ## [10] withr_2.5.0 tidyselect_1.1.1 gridExtra_2.3 ## [13] compiler_4.2.2 cli_3.4.1 rvest_1.0.1 ## [16] lgr_0.4.3 xml2_1.3.2 rsparse_0.5.0 ## [19] slam_0.1-48 sass_0.4.0 scales_1.1.1 ## [22] quadprog_1.5-8 systemfonts_1.0.4 digest_0.6.30 ## [25] rmarkdown_2.18 svglite_2.0.0 RhpcBLASctl_0.21-247.1 ## [28] pkgconfig_2.0.3 htmltools_0.5.2 fastmap_1.1.0 ## [31] rlang_1.0.6 rstudioapi_0.13 jquerylib_0.1.4 ## [34] generics_0.1.2 jsonlite_1.7.2 tokenizers_0.2.1 ## [37] magrittr_2.0.1 modeltools_0.2-23 Rcpp_1.0.7 ## [40] munsell_0.5.0 fansi_0.5.0 lifecycle_1.0.1 ## [43] stringi_1.7.4 yaml_2.2.1 grid_4.2.2 ## [46] mlapi_0.1.1 crayon_1.4.1 lattice_0.20-45 ## [49] splines_4.2.2 pillar_1.6.2 stopwords_2.2 ## [52] codetools_0.2-18 stats4_4.2.2 fastmatch_1.1-3 ## [55] glue_1.6.2 evaluate_0.18 RcppParallel_5.1.4 ## [58] float_0.3-0 vctrs_0.4.1 quanteda_3.1.0 ## [61] gtable_0.3.0 purrr_0.3.4 assertthat_0.2.1 ## [64] cachem_1.0.6 xfun_0.35 janeaustenr_0.1.5 ## [67] tibble_3.1.4 ellipsis_0.3.2</code></pre> </div> </div> </div> </div> <script> // add bootstrap table styles to pandoc tables function bootstrapStylePandocTables() { $('tr.odd').parent('tbody').parent('table').addClass('table table-condensed'); } $(document).ready(function () { bootstrapStylePandocTables(); }); </script> <!-- tabsets --> <script> $(document).ready(function () { window.buildTabsets("TOC"); }); $(document).ready(function () { $('.tabset-dropdown > .nav-tabs > li').click(function () { $(this).parent().toggleClass('nav-tabs-open'); }); }); </script> <!-- code folding --> <script> $(document).ready(function () { window.initializeCodeFolding("hide" === "show"); }); </script> <script> $(document).ready(function () { // temporarily add toc-ignore selector to headers for the consistency with Pandoc $('.unlisted.unnumbered').addClass('toc-ignore') // move toc-ignore selectors from section div to header $('div.section.toc-ignore') .removeClass('toc-ignore') .children('h1,h2,h3,h4,h5').addClass('toc-ignore'); // establish options var options = { selectors: "h1,h2,h3", theme: "bootstrap3", context: '.toc-content', hashGenerator: function (text) { return text.replace(/[.\\/?&!#<>]/g, '').replace(/\s/g, '_'); }, ignoreSelector: ".toc-ignore", scrollTo: 0 }; options.showAndHide = true; options.smoothScroll = true; // tocify var toc = $("#TOC").tocify(options).data("toc-tocify"); }); </script> <!-- dynamically load mathjax for compatibility with self-contained --> <script> (function () { var script = document.createElement("script"); script.type = "text/javascript"; script.src = "https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"; document.getElementsByTagName("head")[0].appendChild(script); })(); </script> </body> </html>