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1 <!DOCTYPE html>
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12 <meta name="author" content="Aaron Shaw" />
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14 <meta name="date" content="3030-10-13" />
15
16 <title>Week 5 R tutorial (supplement)</title>
17
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30 }
31 @font-face {
32 font-family: 'Raleway';
33 font-style: normal;
34 font-weight: 700;
35 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39 <script>/*!
40  * Bootstrap v3.3.5 (http://getbootstrap.com)
41  * Copyright 2011-2015 Twitter, Inc.
42  * Licensed under the MIT license
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54 <script>/*! Respond.js v1.4.2: min/max-width media query polyfill * Copyright 2013 Scott Jehl
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63 <script>/*! jQuery UI - v1.11.4 - 2016-01-05
64 * http://jqueryui.com
65 * 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
66 * Copyright jQuery Foundation and other contributors; Licensed MIT */
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ht()}}},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
69 })),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.$element.removeClass(s?"ui-unselecting":"ui-selected").addClass(s?"ui-selecting":"ui-unselecting"),n.unselecting=!s,n.selecting=s,n.selected=s,s?i._trigger("selecting",t,{selecting:n.element}):i._trigger("unselecting",t,{unselecting:n.element}),!1):void 0}))},_mouseDrag:function(t){if(this.dragged=!0,!this.options.disabled){var i,s=this,n=this.options,a=this.opos[0],o=this.opos[1],r=t.pageX,h=t.pageY;return a>r&&(i=r,r=a,a=i),o>h&&(i=h,h=o,o=i),this.helper.css({left:a,top:o,width:r-a,height:h-o}),this.selectees.each(function(){var i=e.data(this,"selectable-item"),l=!1;
70 i&&i.element!==s.element[0]&&("touch"===n.tolerance?l=!(i.left>r||a>i.right||i.top>h||o>i.bottom):"fit"===n.tolerance&&(l=i.left>a&&r>i.right&&i.top>o&&h>i.bottom),l?(i.selected&&(i.$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};
71 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ode.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)
72 },_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.elem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s.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
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75 <style type="text/css">
76
77 .tocify {
78 width: 20%;
79 max-height: 90%;
80 overflow: auto;
81 margin-left: 2%;
82 position: fixed;
83 border: 1px solid #ccc;
84 border-radius: 6px;
85 }
86
87 .tocify ul, .tocify li {
88 list-style: none;
89 margin: 0;
90 padding: 0;
91 border: none;
92 line-height: 30px;
93 }
94
95 .tocify-header {
96 text-indent: 10px;
97 }
98
99 .tocify-subheader {
100 text-indent: 20px;
101 display: none;
102 }
103
104 .tocify-subheader li {
105 font-size: 12px;
106 }
107
108 .tocify-subheader .tocify-subheader {
109 text-indent: 30px;
110 }
111 .tocify-subheader .tocify-subheader .tocify-subheader {
112 text-indent: 40px;
113 }
114 .tocify-subheader .tocify-subheader .tocify-subheader .tocify-subheader {
115 text-indent: 50px;
116 }
117 .tocify-subheader .tocify-subheader .tocify-subheader .tocify-subheader .tocify-subheader {
118 text-indent: 60px;
119 }
120
121 .tocify .tocify-item > a, .tocify .nav-list .nav-header {
122 margin: 0px;
123 }
124
125 .tocify .tocify-item a, .tocify .list-group-item {
126 padding: 5px;
127 }
128 .tocify .nav-pills > li {
129 float: none;
130 }
131
132
133 </style>
134 <script>/* jquery Tocify - v1.9.1 - 2013-10-22
135  * http://www.gregfranko.com/jquery.tocify.js/
136  * Copyright (c) 2013 Greg Franko; Licensed MIT */
137
138 // 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.
139 (function(tocify) {
140
141     // ECMAScript 5 Strict Mode: [John Resig Blog Post](http://ejohn.org/blog/ecmascript-5-strict-mode-json-and-more/)
142     "use strict";
143
144     // Calls the second IIFE and locally passes in the global jQuery, window, and document objects
145     tocify(window.jQuery, window, document);
146
147   }
148
149   // 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.
150   (function($, window, document, undefined) {
151
152     // ECMAScript 5 Strict Mode: [John Resig Blog Post](http://ejohn.org/blog/ecmascript-5-strict-mode-json-and-more/)
153     "use strict";
154
155     var tocClassName = "tocify",
156       tocClass = "." + tocClassName,
157       tocFocusClassName = "tocify-focus",
158       tocHoverClassName = "tocify-hover",
159       hideTocClassName = "tocify-hide",
160       hideTocClass = "." + hideTocClassName,
161       headerClassName = "tocify-header",
162       headerClass = "." + headerClassName,
163       subheaderClassName = "tocify-subheader",
164       subheaderClass = "." + subheaderClassName,
165       itemClassName = "tocify-item",
166       itemClass = "." + itemClassName,
167       extendPageClassName = "tocify-extend-page",
168       extendPageClass = "." + extendPageClassName;
169
170     // Calling the jQueryUI Widget Factory Method
171     $.widget("toc.tocify", {
172
173       //Plugin version
174       version: "1.9.1",
175
176       // These options will be used as defaults
177       options: {
178
179         // **context**: Accepts String: Any jQuery selector
180         // The container element that holds all of the elements used to generate the table of contents
181         context: "body",
182
183         // **ignoreSelector**: Accepts String: Any jQuery selector
184         // A selector to any element that would be matched by selectors that you wish to be ignored
185         ignoreSelector: null,
186
187         // **selectors**: Accepts an Array of Strings: Any jQuery selectors
188         // 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
189         selectors: "h1, h2, h3",
190
191         // **showAndHide**: Accepts a boolean: true or false
192         // Used to determine if elements should be shown and hidden
193         showAndHide: true,
194
195         // **showEffect**: Accepts String: "none", "fadeIn", "show", or "slideDown"
196         // Used to display any of the table of contents nested items
197         showEffect: "slideDown",
198
199         // **showEffectSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
200         // The time duration of the show animation
201         showEffectSpeed: "medium",
202
203         // **hideEffect**: Accepts String: "none", "fadeOut", "hide", or "slideUp"
204         // Used to hide any of the table of contents nested items
205         hideEffect: "slideUp",
206
207         // **hideEffectSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
208         // The time duration of the hide animation
209         hideEffectSpeed: "medium",
210
211         // **smoothScroll**: Accepts a boolean: true or false
212         // Determines if a jQuery animation should be used to scroll to specific table of contents items on the page
213         smoothScroll: true,
214
215         // **smoothScrollSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
216         // The time duration of the smoothScroll animation
217         smoothScrollSpeed: "medium",
218
219         // **scrollTo**: Accepts Number (pixels)
220         // The amount of space between the top of page and the selected table of contents item after the page has been scrolled
221         scrollTo: 0,
222
223         // **showAndHideOnScroll**: Accepts a boolean: true or false
224         // Determines if table of contents nested items should be shown and hidden while scrolling
225         showAndHideOnScroll: true,
226
227         // **highlightOnScroll**: Accepts a boolean: true or false
228         // Determines if table of contents nested items should be highlighted (set to a different color) while scrolling
229         highlightOnScroll: true,
230
231         // **highlightOffset**: Accepts a number
232         // The offset distance in pixels to trigger the next active table of contents item
233         highlightOffset: 40,
234
235         // **theme**: Accepts a string: "bootstrap", "jqueryui", or "none"
236         // Determines if Twitter Bootstrap, jQueryUI, or Tocify classes should be added to the table of contents
237         theme: "bootstrap",
238
239         // **extendPage**: Accepts a boolean: true or false
240         // 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
241         extendPage: true,
242
243         // **extendPageOffset**: Accepts a number: pixels
244         // How close to the bottom of the page a user must scroll before the page is extended
245         extendPageOffset: 100,
246
247         // **history**: Accepts a boolean: true or false
248         // Adds a hash to the page url to maintain history
249         history: true,
250
251         // **scrollHistory**: Accepts a boolean: true or false
252         // Adds a hash to the page url, to maintain history, when scrolling to a TOC item
253         scrollHistory: false,
254
255         // **hashGenerator**: How the hash value (the anchor segment of the URL, following the
256         // # character) will be generated.
257         //
258         // "compact" (default) - #CompressesEverythingTogether
259         // "pretty" - #looks-like-a-nice-url-and-is-easily-readable
260         // function(text, element){} - Your own hash generation function that accepts the text as an
261         // argument, and returns the hash value.
262         hashGenerator: "compact",
263
264         // **highlightDefault**: Accepts a boolean: true or false
265         // Set's the first TOC item as active if no other TOC item is active.
266         highlightDefault: true
267
268       },
269
270       // _Create
271       // -------
272       //      Constructs the plugin.  Only called once.
273       _create: function() {
274
275         var self = this;
276
277         self.extendPageScroll = true;
278
279         // Internal array that keeps track of all TOC items (Helps to recognize if there are duplicate TOC item strings)
280         self.items = [];
281
282         // Generates the HTML for the dynamic table of contents
283         self._generateToc();
284
285         // Adds CSS classes to the newly generated table of contents HTML
286         self._addCSSClasses();
287
288         self.webkit = (function() {
289
290           for (var prop in window) {
291
292             if (prop) {
293
294               if (prop.toLowerCase().indexOf("webkit") !== -1) {
295
296                 return true;
297
298               }
299
300             }
301
302           }
303
304           return false;
305
306         }());
307
308         // Adds jQuery event handlers to the newly generated table of contents
309         self._setEventHandlers();
310
311         // Binding to the Window load event to make sure the correct scrollTop is calculated
312         $(window).load(function() {
313
314           // Sets the active TOC item
315           self._setActiveElement(true);
316
317           // Once all animations on the page are complete, this callback function will be called
318           $("html, body").promise().done(function() {
319
320             setTimeout(function() {
321
322               self.extendPageScroll = false;
323
324             }, 0);
325
326           });
327
328         });
329
330       },
331
332       // _generateToc
333       // ------------
334       //      Generates the HTML for the dynamic table of contents
335       _generateToc: function() {
336
337         // _Local variables_
338
339         // Stores the plugin context in the self variable
340         var self = this,
341
342           // All of the HTML tags found within the context provided (i.e. body) that match the top level jQuery selector above
343           firstElem,
344
345           // Instantiated variable that will store the top level newly created unordered list DOM element
346           ul,
347           ignoreSelector = self.options.ignoreSelector;
348
349
350         // Determine the element to start the toc with
351         // get all the top level selectors
352         firstElem = [];
353         var selectors = this.options.selectors.replace(/ /g, "").split(",");
354         // find the first set that have at least one non-ignored element
355         for(var i = 0; i < selectors.length; i++) {
356           var foundSelectors = $(this.options.context).find(selectors[i]);
357           for (var s = 0; s < foundSelectors.length; s++) {
358             if (!$(foundSelectors[s]).is(ignoreSelector)) {
359               firstElem = foundSelectors;
360               break;
361             }
362           }
363           if (firstElem.length> 0)
364             break;
365         }
366
367         if (!firstElem.length) {
368
369           self.element.addClass(hideTocClassName);
370
371           return;
372
373         }
374
375         self.element.addClass(tocClassName);
376
377         // Loops through each top level selector
378         firstElem.each(function(index) {
379
380           //If the element matches the ignoreSelector then we skip it
381           if ($(this).is(ignoreSelector)) {
382             return;
383           }
384
385           // Creates an unordered list HTML element and adds a dynamic ID and standard class name
386           ul = $("<ul/>", {
387             "id": headerClassName + index,
388             "class": headerClassName
389           }).
390
391           // Appends a top level list item HTML element to the previously created HTML header
392           append(self._nestElements($(this), index));
393
394           // Add the created unordered list element to the HTML element calling the plugin
395           self.element.append(ul);
396
397           // Finds all of the HTML tags between the header and subheader elements
398           $(this).nextUntil(this.nodeName.toLowerCase()).each(function() {
399
400             // If there are no nested subheader elemements
401             if ($(this).find(self.options.selectors).length === 0) {
402
403               // Loops through all of the subheader elements
404               $(this).filter(self.options.selectors).each(function() {
405
406                 //If the element matches the ignoreSelector then we skip it
407                 if ($(this).is(ignoreSelector)) {
408                   return;
409                 }
410
411                 self._appendSubheaders.call(this, self, ul);
412
413               });
414
415             }
416
417             // If there are nested subheader elements
418             else {
419
420               // Loops through all of the subheader elements
421               $(this).find(self.options.selectors).each(function() {
422
423                 //If the element matches the ignoreSelector then we skip it
424                 if ($(this).is(ignoreSelector)) {
425                   return;
426                 }
427
428                 self._appendSubheaders.call(this, self, ul);
429
430               });
431
432             }
433
434           });
435
436         });
437
438       },
439
440       _setActiveElement: function(pageload) {
441
442         var self = this,
443
444           hash = window.location.hash.substring(1),
445
446           elem = self.element.find('li[data-unique="' + hash + '"]');
447
448         if (hash.length) {
449
450           // Removes highlighting from all of the list item's
451           self.element.find("." + self.focusClass).removeClass(self.focusClass);
452
453           // Highlights the current list item that was clicked
454           elem.addClass(self.focusClass);
455
456           // Triggers the click event on the currently focused TOC item
457           elem.click();
458
459         } else {
460
461           // Removes highlighting from all of the list item's
462           self.element.find("." + self.focusClass).removeClass(self.focusClass);
463
464           if (!hash.length && pageload && self.options.highlightDefault) {
465
466             // Highlights the first TOC item if no other items are highlighted
467             self.element.find(itemClass).first().addClass(self.focusClass);
468
469           }
470
471         }
472
473         return self;
474
475       },
476
477       // _nestElements
478       // -------------
479       //      Helps create the table of contents list by appending nested list items
480       _nestElements: function(self, index) {
481
482         var arr, item, hashValue;
483
484         arr = $.grep(this.items, function(item) {
485
486           return item === self.text();
487
488         });
489
490         // If there is already a duplicate TOC item
491         if (arr.length) {
492
493           // Adds the current TOC item text and index (for slight randomization) to the internal array
494           this.items.push(self.text() + index);
495
496         }
497
498         // If there not a duplicate TOC item
499         else {
500
501           // Adds the current TOC item text to the internal array
502           this.items.push(self.text());
503
504         }
505
506         hashValue = this._generateHashValue(arr, self, index);
507
508         // Appends a list item HTML element to the last unordered list HTML element found within the HTML element calling the plugin
509         item = $("<li/>", {
510
511           // Sets a common class name to the list item
512           "class": itemClassName,
513
514           "data-unique": hashValue
515
516         });
517
518         if (this.options.theme !== "bootstrap3") {
519
520           item.append($("<a/>", {
521
522             "html": self.html()
523
524           }));
525
526         } else {
527
528           item.html(self.html());
529
530         }
531
532         // Adds an HTML anchor tag before the currently traversed HTML element
533         self.before($("<div/>", {
534
535           // 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)
536           "name": hashValue,
537
538           "data-unique": hashValue
539
540         }));
541
542         return item;
543
544       },
545
546       // _generateHashValue
547       // ------------------
548       //      Generates the hash value that will be used to refer to each item.
549       _generateHashValue: function(arr, self, index) {
550
551         var hashValue = "",
552           hashGeneratorOption = this.options.hashGenerator;
553
554         if (hashGeneratorOption === "pretty") {
555
556           // prettify the text
557           hashValue = self.text().toLowerCase().replace(/\s/g, "-");
558
559           // fix double hyphens
560           while (hashValue.indexOf("--") > -1) {
561             hashValue = hashValue.replace(/--/g, "-");
562           }
563
564           // fix colon-space instances
565           while (hashValue.indexOf(":-") > -1) {
566             hashValue = hashValue.replace(/:-/g, "-");
567           }
568
569         } else if (typeof hashGeneratorOption === "function") {
570
571           // call the function
572           hashValue = hashGeneratorOption(self.text(), self);
573
574         } else {
575
576           // compact - the default
577           hashValue = self.text().replace(/\s/g, "");
578
579         }
580
581         // add the index if we need to
582         if (arr.length) {
583           hashValue += "" + index;
584         }
585
586         // return the value
587         return hashValue;
588
589       },
590
591       // _appendElements
592       // ---------------
593       //      Helps create the table of contents list by appending subheader elements
594
595       _appendSubheaders: function(self, ul) {
596
597         // The current element index
598         var index = $(this).index(self.options.selectors),
599
600           // Finds the previous header DOM element
601           previousHeader = $(self.options.selectors).eq(index - 1),
602
603           currentTagName = +$(this).prop("tagName").charAt(1),
604
605           previousTagName = +previousHeader.prop("tagName").charAt(1),
606
607           lastSubheader;
608
609         // If the current header DOM element is smaller than the previous header DOM element or the first subheader
610         if (currentTagName < previousTagName) {
611
612           // Selects the last unordered list HTML found within the HTML element calling the plugin
613           self.element.find(subheaderClass + "[data-tag=" + currentTagName + "]").last().append(self._nestElements($(this), index));
614
615         }
616
617         // If the current header DOM element is the same type of header(eg. h4) as the previous header DOM element
618         else if (currentTagName === previousTagName) {
619
620           ul.find(itemClass).last().after(self._nestElements($(this), index));
621
622         } else {
623
624           // Selects the last unordered list HTML found within the HTML element calling the plugin
625           ul.find(itemClass).last().
626
627           // Appends an unorderedList HTML element to the dynamic `unorderedList` variable and sets a common class name
628           after($("<ul/>", {
629
630             "class": subheaderClassName,
631
632             "data-tag": currentTagName
633
634           })).next(subheaderClass).
635
636           // Appends a list item HTML element to the last unordered list HTML element found within the HTML element calling the plugin
637           append(self._nestElements($(this), index));
638         }
639
640       },
641
642       // _setEventHandlers
643       // ----------------
644       //      Adds jQuery event handlers to the newly generated table of contents
645       _setEventHandlers: function() {
646
647         // _Local variables_
648
649         // Stores the plugin context in the self variable
650         var self = this,
651
652           // Instantiates a new variable that will be used to hold a specific element's context
653           $self,
654
655           // Instantiates a new variable that will be used to determine the smoothScroll animation time duration
656           duration;
657
658         // Event delegation that looks for any clicks on list item elements inside of the HTML element calling the plugin
659         this.element.on("click.tocify", "li", function(event) {
660
661           if (self.options.history) {
662
663             window.location.hash = $(this).attr("data-unique");
664
665           }
666
667           // Removes highlighting from all of the list item's
668           self.element.find("." + self.focusClass).removeClass(self.focusClass);
669
670           // Highlights the current list item that was clicked
671           $(this).addClass(self.focusClass);
672
673           // If the showAndHide option is true
674           if (self.options.showAndHide) {
675
676             var elem = $('li[data-unique="' + $(this).attr("data-unique") + '"]');
677
678             self._triggerShow(elem);
679
680           }
681
682           self._scrollTo($(this));
683
684         });
685
686         // Mouseenter and Mouseleave event handlers for the list item's within the HTML element calling the plugin
687         this.element.find("li").on({
688
689           // Mouseenter event handler
690           "mouseenter.tocify": function() {
691
692             // Adds a hover CSS class to the current list item
693             $(this).addClass(self.hoverClass);
694
695             // Makes sure the cursor is set to the pointer icon
696             $(this).css("cursor", "pointer");
697
698           },
699
700           // Mouseleave event handler
701           "mouseleave.tocify": function() {
702
703             if (self.options.theme !== "bootstrap") {
704
705               // Removes the hover CSS class from the current list item
706               $(this).removeClass(self.hoverClass);
707
708             }
709
710           }
711         });
712
713         // only attach handler if needed (expensive in IE)
714         if (self.options.extendPage || self.options.highlightOnScroll || self.options.scrollHistory || self.options.showAndHideOnScroll) {
715           // Window scroll event handler
716           $(window).on("scroll.tocify", function() {
717
718             // Once all animations on the page are complete, this callback function will be called
719             $("html, body").promise().done(function() {
720
721               // Local variables
722
723               // Stores how far the user has scrolled
724               var winScrollTop = $(window).scrollTop(),
725
726                 // Stores the height of the window
727                 winHeight = $(window).height(),
728
729                 // Stores the height of the document
730                 docHeight = $(document).height(),
731
732                 scrollHeight = $("body")[0].scrollHeight,
733
734                 // Instantiates a variable that will be used to hold a selected HTML element
735                 elem,
736
737                 lastElem,
738
739                 lastElemOffset,
740
741                 currentElem;
742
743               if (self.options.extendPage) {
744
745                 // If the user has scrolled to the bottom of the page and the last toc item is not focused
746                 if ((self.webkit && winScrollTop >= scrollHeight - winHeight - self.options.extendPageOffset) || (!self.webkit && winHeight + winScrollTop > docHeight - self.options.extendPageOffset)) {
747
748                   if (!$(extendPageClass).length) {
749
750                     lastElem = $('div[data-unique="' + $(itemClass).last().attr("data-unique") + '"]');
751
752                     if (!lastElem.length) return;
753
754                     // Gets the top offset of the page header that is linked to the last toc item
755                     lastElemOffset = lastElem.offset().top;
756
757                     // 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
758                     $(self.options.context).append($("<div/>", {
759
760                       "class": extendPageClassName,
761
762                       "height": Math.abs(lastElemOffset - winScrollTop) + "px",
763
764                       "data-unique": extendPageClassName
765
766                     }));
767
768                     if (self.extendPageScroll) {
769
770                       currentElem = self.element.find('li.' + self.focusClass);
771
772                       self._scrollTo($('div[data-unique="' + currentElem.attr("data-unique") + '"]'));
773
774                     }
775
776                   }
777
778                 }
779
780               }
781
782               // The zero timeout ensures the following code is run after the scroll events
783               setTimeout(function() {
784
785                 // _Local variables_
786
787                 // Stores the distance to the closest anchor
788                 var closestAnchorDistance = null,
789
790                   // Stores the index of the closest anchor
791                   closestAnchorIdx = null,
792
793                   // Keeps a reference to all anchors
794                   anchors = $(self.options.context).find("div[data-unique]"),
795
796                   anchorText;
797
798                 // Determines the index of the closest anchor
799                 anchors.each(function(idx) {
800                   var distance = Math.abs(($(this).next().length ? $(this).next() : $(this)).offset().top - winScrollTop - self.options.highlightOffset);
801                   if (closestAnchorDistance == null || distance < closestAnchorDistance) {
802                     closestAnchorDistance = distance;
803                     closestAnchorIdx = idx;
804                   } else {
805                     return false;
806                   }
807                 });
808
809                 anchorText = $(anchors[closestAnchorIdx]).attr("data-unique");
810
811                 // Stores the list item HTML element that corresponds to the currently traversed anchor tag
812                 elem = $('li[data-unique="' + anchorText + '"]');
813
814                 // If the `highlightOnScroll` option is true and a next element is found
815                 if (self.options.highlightOnScroll && elem.length) {
816
817                   // Removes highlighting from all of the list item's
818                   self.element.find("." + self.focusClass).removeClass(self.focusClass);
819
820                   // Highlights the corresponding list item
821                   elem.addClass(self.focusClass);
822
823                 }
824
825                 if (self.options.scrollHistory) {
826
827                   if (window.location.hash !== "#" + anchorText) {
828
829                     window.location.replace("#" + anchorText);
830
831                   }
832                 }
833
834                 // If the `showAndHideOnScroll` option is true
835                 if (self.options.showAndHideOnScroll && self.options.showAndHide) {
836
837                   self._triggerShow(elem, true);
838
839                 }
840
841               }, 0);
842
843             });
844
845           });
846         }
847
848       },
849
850       // Show
851       // ----
852       //      Opens the current sub-header
853       show: function(elem, scroll) {
854
855         // Stores the plugin context in the `self` variable
856         var self = this,
857           element = elem;
858
859         // If the sub-header is not already visible
860         if (!elem.is(":visible")) {
861
862           // If the current element does not have any nested subheaders, is not a header, and its parent is not visible
863           if (!elem.find(subheaderClass).length && !elem.parent().is(headerClass) && !elem.parent().is(":visible")) {
864
865             // Sets the current element to all of the subheaders within the current header
866             elem = elem.parents(subheaderClass).add(elem);
867
868           }
869
870           // If the current element does not have any nested subheaders and is not a header
871           else if (!elem.children(subheaderClass).length && !elem.parent().is(headerClass)) {
872
873             // Sets the current element to the closest subheader
874             elem = elem.closest(subheaderClass);
875
876           }
877
878           //Determines what jQuery effect to use
879           switch (self.options.showEffect) {
880
881             //Uses `no effect`
882             case "none":
883
884               elem.show();
885
886               break;
887
888               //Uses the jQuery `show` special effect
889             case "show":
890
891               elem.show(self.options.showEffectSpeed);
892
893               break;
894
895               //Uses the jQuery `slideDown` special effect
896             case "slideDown":
897
898               elem.slideDown(self.options.showEffectSpeed);
899
900               break;
901
902               //Uses the jQuery `fadeIn` special effect
903             case "fadeIn":
904
905               elem.fadeIn(self.options.showEffectSpeed);
906
907               break;
908
909               //If none of the above options were passed, then a `jQueryUI show effect` is expected
910             default:
911
912               elem.show();
913
914               break;
915
916           }
917
918         }
919
920         // If the current subheader parent element is a header
921         if (elem.parent().is(headerClass)) {
922
923           // Hides all non-active sub-headers
924           self.hide($(subheaderClass).not(elem));
925
926         }
927
928         // If the current subheader parent element is not a header
929         else {
930
931           // Hides all non-active sub-headers
932           self.hide($(subheaderClass).not(elem.closest(headerClass).find(subheaderClass).not(elem.siblings())));
933
934         }
935
936         // Maintains chainablity
937         return self;
938
939       },
940
941       // Hide
942       // ----
943       //      Closes the current sub-header
944       hide: function(elem) {
945
946         // Stores the plugin context in the `self` variable
947         var self = this;
948
949         //Determines what jQuery effect to use
950         switch (self.options.hideEffect) {
951
952           // Uses `no effect`
953           case "none":
954
955             elem.hide();
956
957             break;
958
959             // Uses the jQuery `hide` special effect
960           case "hide":
961
962             elem.hide(self.options.hideEffectSpeed);
963
964             break;
965
966             // Uses the jQuery `slideUp` special effect
967           case "slideUp":
968
969             elem.slideUp(self.options.hideEffectSpeed);
970
971             break;
972
973             // Uses the jQuery `fadeOut` special effect
974           case "fadeOut":
975
976             elem.fadeOut(self.options.hideEffectSpeed);
977
978             break;
979
980             // If none of the above options were passed, then a `jqueryUI hide effect` is expected
981           default:
982
983             elem.hide();
984
985             break;
986
987         }
988
989         // Maintains chainablity
990         return self;
991       },
992
993       // _triggerShow
994       // ------------
995       //      Determines what elements get shown on scroll and click
996       _triggerShow: function(elem, scroll) {
997
998         var self = this;
999
1000         // If the current element's parent is a header element or the next element is a nested subheader element
1001         if (elem.parent().is(headerClass) || elem.next().is(subheaderClass)) {
1002
1003           // Shows the next sub-header element
1004           self.show(elem.next(subheaderClass), scroll);
1005
1006         }
1007
1008         // If the current element's parent is a subheader element
1009         else if (elem.parent().is(subheaderClass)) {
1010
1011           // Shows the parent sub-header element
1012           self.show(elem.parent(), scroll);
1013
1014         }
1015
1016         // Maintains chainability
1017         return self;
1018
1019       },
1020
1021       // _addCSSClasses
1022       // --------------
1023       //      Adds CSS classes to the newly generated table of contents HTML
1024       _addCSSClasses: function() {
1025
1026         // If the user wants a jqueryUI theme
1027         if (this.options.theme === "jqueryui") {
1028
1029           this.focusClass = "ui-state-default";
1030
1031           this.hoverClass = "ui-state-hover";
1032
1033           //Adds the default styling to the dropdown list
1034           this.element.addClass("ui-widget").find(".toc-title").addClass("ui-widget-header").end().find("li").addClass("ui-widget-content");
1035
1036         }
1037
1038         // If the user wants a twitterBootstrap theme
1039         else if (this.options.theme === "bootstrap") {
1040
1041           this.element.find(headerClass + "," + subheaderClass).addClass("nav nav-list");
1042
1043           this.focusClass = "active";
1044
1045         }
1046
1047         // If the user wants a twitterBootstrap theme
1048         else if (this.options.theme === "bootstrap3") {
1049
1050           this.element.find(headerClass + "," + subheaderClass).addClass("list-group");
1051
1052           this.element.find(itemClass).addClass("list-group-item");
1053
1054           this.focusClass = "active";
1055
1056         }
1057
1058         // If a user does not want a prebuilt theme
1059         else {
1060
1061           // Adds more neutral classes (instead of jqueryui)
1062
1063           this.focusClass = tocFocusClassName;
1064
1065           this.hoverClass = tocHoverClassName;
1066
1067         }
1068
1069         //Maintains chainability
1070         return this;
1071
1072       },
1073
1074       // setOption
1075       // ---------
1076       //      Sets a single Tocify option after the plugin is invoked
1077       setOption: function() {
1078
1079         // Calls the jQueryUI Widget Factory setOption method
1080         $.Widget.prototype._setOption.apply(this, arguments);
1081
1082       },
1083
1084       // setOptions
1085       // ----------
1086       //      Sets a single or multiple Tocify options after the plugin is invoked
1087       setOptions: function() {
1088
1089         // Calls the jQueryUI Widget Factory setOptions method
1090         $.Widget.prototype._setOptions.apply(this, arguments);
1091
1092       },
1093
1094       // _scrollTo
1095       // ---------
1096       //      Scrolls to a specific element
1097       _scrollTo: function(elem) {
1098
1099         var self = this,
1100           duration = self.options.smoothScroll || 0,
1101           scrollTo = self.options.scrollTo,
1102           currentDiv = $('div[data-unique="' + elem.attr("data-unique") + '"]');
1103
1104         if (!currentDiv.length) {
1105
1106           return self;
1107
1108         }
1109
1110         // Once all animations on the page are complete, this callback function will be called
1111         $("html, body").promise().done(function() {
1112
1113           // Animates the html and body element scrolltops
1114           $("html, body").animate({
1115
1116             // Sets the jQuery `scrollTop` to the top offset of the HTML div tag that matches the current list item's `data-unique` tag
1117             "scrollTop": currentDiv.offset().top - ($.isFunction(scrollTo) ? scrollTo.call() : scrollTo) + "px"
1118
1119           }, {
1120
1121             // Sets the smoothScroll animation time duration to the smoothScrollSpeed option
1122             "duration": duration
1123
1124           });
1125
1126         });
1127
1128         // Maintains chainability
1129         return self;
1130
1131       }
1132
1133     });
1134
1135   })); //end of plugin
1136 </script>
1137 <script>
1138
1139 /**
1140  * jQuery Plugin: Sticky Tabs
1141  *
1142  * @author Aidan Lister <aidan@php.net>
1143  * adapted by Ruben Arslan to activate parent tabs too
1144  * http://www.aidanlister.com/2014/03/persisting-the-tab-state-in-bootstrap/
1145  */
1146 (function($) {
1147   "use strict";
1148   $.fn.rmarkdownStickyTabs = function() {
1149     var context = this;
1150     // Show the tab corresponding with the hash in the URL, or the first tab
1151     var showStuffFromHash = function() {
1152       var hash = window.location.hash;
1153       var selector = hash ? 'a[href="' + hash + '"]' : 'li.active > a';
1154       var $selector = $(selector, context);
1155       if($selector.data('toggle') === "tab") {
1156         $selector.tab('show');
1157         // walk up the ancestors of this element, show any hidden tabs
1158         $selector.parents('.section.tabset').each(function(i, elm) {
1159           var link = $('a[href="#' + $(elm).attr('id') + '"]');
1160           if(link.data('toggle') === "tab") {
1161             link.tab("show");
1162           }
1163         });
1164       }
1165     };
1166
1167
1168     // Set the correct tab when the page loads
1169     showStuffFromHash(context);
1170
1171     // Set the correct tab when a user uses their back/forward button
1172     $(window).on('hashchange', function() {
1173       showStuffFromHash(context);
1174     });
1175
1176     // Change the URL when tabs are clicked
1177     $('a', context).on('click', function(e) {
1178       history.pushState(null, null, this.href);
1179       showStuffFromHash(context);
1180     });
1181
1182     return this;
1183   };
1184 }(jQuery));
1185
1186 window.buildTabsets = function(tocID) {
1187
1188   // build a tabset from a section div with the .tabset class
1189   function buildTabset(tabset) {
1190
1191     // check for fade and pills options
1192     var fade = tabset.hasClass("tabset-fade");
1193     var pills = tabset.hasClass("tabset-pills");
1194     var navClass = pills ? "nav-pills" : "nav-tabs";
1195
1196     // determine the heading level of the tabset and tabs
1197     var match = tabset.attr('class').match(/level(\d) /);
1198     if (match === null)
1199       return;
1200     var tabsetLevel = Number(match[1]);
1201     var tabLevel = tabsetLevel + 1;
1202
1203     // find all subheadings immediately below
1204     var tabs = tabset.find("div.section.level" + tabLevel);
1205     if (!tabs.length)
1206       return;
1207
1208     // create tablist and tab-content elements
1209     var tabList = $('<ul class="nav ' + navClass + '" role="tablist"></ul>');
1210     $(tabs[0]).before(tabList);
1211     var tabContent = $('<div class="tab-content"></div>');
1212     $(tabs[0]).before(tabContent);
1213
1214     // build the tabset
1215     var activeTab = 0;
1216     tabs.each(function(i) {
1217
1218       // get the tab div
1219       var tab = $(tabs[i]);
1220
1221       // get the id then sanitize it for use with bootstrap tabs
1222       var id = tab.attr('id');
1223
1224       // see if this is marked as the active tab
1225       if (tab.hasClass('active'))
1226         activeTab = i;
1227
1228       // remove any table of contents entries associated with
1229       // this ID (since we'll be removing the heading element)
1230       $("div#" + tocID + " li a[href='#" + id + "']").parent().remove();
1231
1232       // sanitize the id for use with bootstrap tabs
1233       id = id.replace(/[.\/?&!#<>]/g, '').replace(/\s/g, '_');
1234       tab.attr('id', id);
1235
1236       // get the heading element within it, grab it's text, then remove it
1237       var heading = tab.find('h' + tabLevel + ':first');
1238       var headingText = heading.html();
1239       heading.remove();
1240
1241       // build and append the tab list item
1242       var a = $('<a role="tab" data-toggle="tab">' + headingText + '</a>');
1243       a.attr('href', '#' + id);
1244       a.attr('aria-controls', id);
1245       var li = $('<li role="presentation"></li>');
1246       li.append(a);
1247       tabList.append(li);
1248
1249       // set it's attributes
1250       tab.attr('role', 'tabpanel');
1251       tab.addClass('tab-pane');
1252       tab.addClass('tabbed-pane');
1253       if (fade)
1254         tab.addClass('fade');
1255
1256       // move it into the tab content div
1257       tab.detach().appendTo(tabContent);
1258     });
1259
1260     // set active tab
1261     $(tabList.children('li')[activeTab]).addClass('active');
1262     var active = $(tabContent.children('div.section')[activeTab]);
1263     active.addClass('active');
1264     if (fade)
1265       active.addClass('in');
1266
1267     if (tabset.hasClass("tabset-sticky"))
1268       tabset.rmarkdownStickyTabs();
1269   }
1270
1271   // convert section divs with the .tabset class to tabsets
1272   var tabsets = $("div.section.tabset");
1273   tabsets.each(function(i) {
1274     buildTabset($(tabsets[i]));
1275   });
1276 };
1277
1278 </script>
1279 <style type="text/css">.hljs-literal {
1280 color: #990073;
1281 }
1282 .hljs-number {
1283 color: #099;
1284 }
1285 .hljs-comment {
1286 color: #998;
1287 font-style: italic;
1288 }
1289 .hljs-keyword {
1290 color: #900;
1291 font-weight: bold;
1292 }
1293 .hljs-string {
1294 color: #d14;
1295 }
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1540 <h1 class="title toc-ignore">Week 5 R tutorial (supplement)</h1>
1541 <h3 class="subtitle">Statistics and statistical programming<br />
1542 Northwestern University<br />
1543 MTS 525</h3>
1544 <h4 class="author">Aaron Shaw</h4>
1545 <h4 class="date">October 13, 3030</h4>
1546
1547 </div>
1548
1549
1550 <div id="getting-started-more-better-plots" class="section level1">
1551 <h1><span class="header-section-number">1</span> Getting started (more better plots)</h1>
1552 <p>This is a supplement to the Week 5 R tutorial focused on elaborating some examples of time series plots and more polished plots using <a href="https://ggplot2.tidyverse.org"><code>ggplot2</code></a>. I’ll work with some data on state-level COVID-19 in the United States published by <em>The New York Times</em> (<em>NYT</em>). You can access the data as well as details about the sources, measurement, and related available datasets via <a href="https://github.com/nytimes/covid-19-data">the <em>NYT</em> github repository</a>.</p>
1553 <p>To start, I’ll load up the <code>tidyverse</code> library and also attach the <code>lubridate</code> package, which can help to handle dates and times. Then I’ll import the “raw csv” of my dataset from the web, and take a look at it:</p>
1554 <pre class="r"><code>library(tidyverse)
1555 library(lubridate)
1556
1557 data_url &lt;- url(&quot;https://raw.githubusercontent.com/nytimes/covid-19-data/master/us-states.csv&quot;)
1558
1559 d &lt;- read_csv(data_url)
1560
1561 d</code></pre>
1562 <pre><code>## # A tibble: 12,059 x 5
1563 ##    date       state      fips  cases deaths
1564 ##    &lt;date&gt;     &lt;chr&gt;      &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt;
1565 ##  1 2020-01-21 Washington 53        1      0
1566 ##  2 2020-01-22 Washington 53        1      0
1567 ##  3 2020-01-23 Washington 53        1      0
1568 ##  4 2020-01-24 Illinois   17        1      0
1569 ##  5 2020-01-24 Washington 53        1      0
1570 ##  6 2020-01-25 California 06        1      0
1571 ##  7 2020-01-25 Illinois   17        1      0
1572 ##  8 2020-01-25 Washington 53        1      0
1573 ##  9 2020-01-26 Arizona    04        1      0
1574 ## 10 2020-01-26 California 06        2      0
1575 ## # … with 12,049 more rows</code></pre>
1576 <p>For the sake of my examples, I’m planning to work with the <code>date</code>, <code>state</code>, <code>cases</code>, and <code>deaths</code> variables. Notice that by using the <code>read_csv()</code> function to import the data, R already recognizes the <code>date</code> column as dates. Also notice that the column names for cases and deaths don’t reflect the fact that both variables are <em>cumulative</em> counts. Also also, notice that it looks like I need to convert the state variable to a factor. I’ll start there and then get a quick sense of how much data I have for each state with a univariate table.</p>
1577 <pre class="r"><code>d$state &lt;- factor(d$state)
1578 table(d$state)</code></pre>
1579 <pre><code>## 
1580 ##                  Alabama                   Alaska                  Arizona 
1581 ##                      209                      210                      256 
1582 ##                 Arkansas               California                 Colorado 
1583 ##                      211                      257                      217 
1584 ##              Connecticut                 Delaware     District of Columbia 
1585 ##                      214                      211                      215 
1586 ##                  Florida                  Georgia                     Guam 
1587 ##                      221                      220                      207 
1588 ##                   Hawaii                    Idaho                 Illinois 
1589 ##                      216                      209                      258 
1590 ##                  Indiana                     Iowa                   Kansas 
1591 ##                      216                      214                      215 
1592 ##                 Kentucky                Louisiana                    Maine 
1593 ##                      216                      213                      210 
1594 ##                 Maryland            Massachusetts                 Michigan 
1595 ##                      217                      250                      212 
1596 ##                Minnesota              Mississippi                 Missouri 
1597 ##                      216                      211                      215 
1598 ##                  Montana                 Nebraska                   Nevada 
1599 ##                      209                      234                      217 
1600 ##            New Hampshire               New Jersey               New Mexico 
1601 ##                      220                      218                      211 
1602 ##                 New York           North Carolina             North Dakota 
1603 ##                      221                      219                      211 
1604 ## Northern Mariana Islands                     Ohio                 Oklahoma 
1605 ##                      194                      213                      216 
1606 ##                   Oregon             Pennsylvania              Puerto Rico 
1607 ##                      223                      216                      209 
1608 ##             Rhode Island           South Carolina             South Dakota 
1609 ##                      221                      216                      212 
1610 ##                Tennessee                    Texas                     Utah 
1611 ##                      217                      239                      226 
1612 ##                  Vermont           Virgin Islands                 Virginia 
1613 ##                      215                      208                      215 
1614 ##               Washington            West Virginia                Wisconsin 
1615 ##                      261                      205                      246 
1616 ##                  Wyoming 
1617 ##                      211</code></pre>
1618 <p>Two things to point out here: (1) not all of our “states” are technically states (e.g., Puerto Rico, District of Columbia, Virgin Islands, Northern Mariana Islands, Guam). I prefer to think of this as the <em>NYT</em> data scientist team quietly reminding us that the United States maintains a number of colonial properties without formal political representation! The second thing (2) is that not all states have the same number of observations/rows. You can probably figure out exactly why this might be the case from the documentation of the data sources and or from thinking more carefully about the context (e.g., some states had cases much earlier in 2020 than others). Anyhow, just some things to be aware of as we move forward with our analysis.</p>
1619 </div>
1620 <div id="plotting-a-univariate-time-series" class="section level1">
1621 <h1><span class="header-section-number">2</span> Plotting a univariate time series</h1>
1622 <p>A univariate time series is just a fancy term for a plot of a single variable for which you have repeated observations collected over time. I recommend using <a href="https://ggplot2.tidyverse.org/reference/geom_path.html"><code>geom_path()</code></a> (that’s a hyperlink to the documentation) to create univariate time series plots. Specifically, I’ll call <code>geom_line()</code>, which is a specialized (masked) version of <code>geom_path()</code> that connects observations in order according to the values of variable that is mapped to the x-axis. By convention, a univariate time series maps dates to the x-axis, so this will just plot a line connecting the values of my y-values over time.</p>
1623 <p>For a univariate example, let’s build a plot of weekly case counts in Illinois.</p>
1624 <p>I can start by just plotting the cumulative cases for all of the states and work towards the specific plot we want from there:</p>
1625 <pre class="r"><code>ggplot(data = d, aes(date, cases)) +
1626   geom_line()</code></pre>
1627 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" width="672" /></p>
1628 <p>Notice that ggplot handles the <code>date</code> variable quite well by default! It recognizes the units of time and generates axis labels in terms of months. Also notice that ggplot handles the axis labels for the <code>cases</code> variable…less well. I don’t know about you, but my brain doesn’t parse scientific notation quickly/easily. Finally, the fact that this figure incorporates all the state-level observations as cumulative counts means that there is just a huge clutter of points/lines in this figure. It’s impossible to really figure out what’s going on, much less learn anything other than the cumulative number of cases within states appears to have increased over time (thanks for nothing, ggplot).</p>
1629 <div id="tidying-some-timeseries-data" class="section level2">
1630 <h2><span class="header-section-number">2.1</span> Tidying some timeseries data</h2>
1631 <p>Okay, let’s get to work cleaning this up. At this point, my next steps are to (1) restrict the data to the Illinois cases; (2) reorganize the <em>cumulative</em> daily case counts into weekly counts; and (3) plot it again with better axis labels and a nice title.</p>
1632 <p>I can restrict the data to Illinois in a few ways. Since I’m using ggplot, I’ll work with Tidyverse “pipes” (<code>%&gt;%</code>) and “verbs” (in this case, <code>filter</code>):</p>
1633 <pre class="r"><code>d %&gt;%
1634   filter(state == &quot;Illinois&quot;) %&gt;%
1635   ggplot(aes(date, cases)) +
1636   geom_line()</code></pre>
1637 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" width="672" /></p>
1638 <p>That’s already much less cluttered and much clearer. It also looks plausibly accurate (it’s always good to sanity check your data visualizations as you go—weird anomalies in a graph are usually a good indicator of something weird happening in the underlying code and/or data.</p>
1639 <p>Now onwards to converting my cumulative case counts into weekly case counts. When I wrote this tutorial, the first way I thought to do this involved making calls to the Tidyverse <code>mutate</code>, <code>group_by</code>, and <code>summarize</code> verbs. After a little trial and error, I got it to work with the following code (which I’ll walk through in detail below):</p>
1640 <pre class="r"><code>il_weekly_cases &lt;- d %&gt;%
1641   filter(state == &quot;Illinois&quot;) %&gt;%
1642   mutate(
1643     diff_cases = c(cases[1], diff(cases, lag = 1)),
1644     weekdate = cut(date, &quot;week&quot;)
1645   ) %&gt;%
1646   group_by(weekdate) %&gt;%
1647   summarize(new_cases = sum(diff_cases, na.rm = T), )
1648
1649 il_weekly_cases</code></pre>
1650 <pre><code>## # A tibble: 38 x 2
1651 ##    weekdate   new_cases
1652 ##    &lt;fct&gt;          &lt;dbl&gt;
1653 ##  1 2020-01-20         1
1654 ##  2 2020-01-27         1
1655 ##  3 2020-02-03         0
1656 ##  4 2020-02-10         0
1657 ##  5 2020-02-17         0
1658 ##  6 2020-02-24         1
1659 ##  7 2020-03-02         4
1660 ##  8 2020-03-09        87
1661 ##  9 2020-03-16       953
1662 ## 10 2020-03-23      3568
1663 ## # … with 28 more rows</code></pre>
1664 <p>There’s quite a lot happening there so let’s go through it verb-by-verb.</p>
1665 <p>First, I <code>filter</code> my cases to restrict the set to Illinois data. Then I use <code>mutate</code> to create a <code>diff_cases</code> variable that disaggregates the cumulative values of <code>cases</code> (read the documentation for <code>diff</code> to learn more about this one). Differenced values alone wouldn’t produce the correct number of items (try running <code>length(1:10)</code> and compare that with <code>length(diff(1:10, 1))</code> to see what I mean), so I store the first value of my <code>cases</code> variable and then append the differenced values after that (Note that this assumes and takes advantage of the fact that the data is sorted by date. I could add a call to <code>arrange(-desc())</code> before doing my mutation to ensure the correct ordering, but won’t bother with that for now). Within the same call to mutate I also create a new variable <code>weekdate</code> that collapses the dates into weeks (see the documentation for <code>cut.Date</code>) and stores the resulting strings as factors (e.g., a factor where the levels correspond to a series of Mondays: “2020-01-20”, “2020-01-27”…). Hopefully, so far so good?</p>
1666 <p>Next, I use <code>group_by</code> to aggregate everything by my <code>weekdate</code> factor values. This is essentially creating conditional groupings of the data that I can then summarize in my next command.</p>
1667 <p>Finally I use <code>summarize</code> to reshape my data and collapse everything into weekly counts of new cases (notice that I use <code>sum</code> inside the <code>summarize</code> call to add up the case counts within the grouping variable). The result is a brand new two-column tibble consisting of weekdates and weekly counts of new cases. Excellent!</p>
1668 <p>Okay, let’s see about plotting this now:</p>
1669 <pre class="r"><code>il_weekly_cases %&gt;%
1670   ggplot(aes(weekdate, new_cases)) +
1671   geom_line()</code></pre>
1672 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" width="672" /></p>
1673 <p>Hmm. looks like I have a problem here. My first guess is that there’s something funny going on with my <code>weekdate</code> variable because it looks very different on the x-axis. Let’s troubleshoot:</p>
1674 <pre class="r"><code>class(il_weekly_cases$weekdate)</code></pre>
1675 <pre><code>## [1] &quot;factor&quot;</code></pre>
1676 <p>Whoops. Indeed, I need to convert that <code>weekdate</code> variable back into an object of class “date” so that it will work with ggplot. There are a number of ways I could do this, but I’ll just make a new variable by first coercing <code>weekdate</code> to a character vector and then coercing that into a date using <code>as.Date</code> (and remember that it is sometimes easier to read these “nested” commands from the inside-out).</p>
1677 <pre class="r"><code>il_weekly_cases$date &lt;- as.Date(as.character((il_weekly_cases$weekdate)))
1678 il_weekly_cases</code></pre>
1679 <pre><code>## # A tibble: 38 x 3
1680 ##    weekdate   new_cases date      
1681 ##    &lt;fct&gt;          &lt;dbl&gt; &lt;date&gt;    
1682 ##  1 2020-01-20         1 2020-01-20
1683 ##  2 2020-01-27         1 2020-01-27
1684 ##  3 2020-02-03         0 2020-02-03
1685 ##  4 2020-02-10         0 2020-02-10
1686 ##  5 2020-02-17         0 2020-02-17
1687 ##  6 2020-02-24         1 2020-02-24
1688 ##  7 2020-03-02         4 2020-03-02
1689 ##  8 2020-03-09        87 2020-03-09
1690 ##  9 2020-03-16       953 2020-03-16
1691 ## 10 2020-03-23      3568 2020-03-23
1692 ## # … with 28 more rows</code></pre>
1693 <p>That ought to work for plotting now:</p>
1694 <pre class="r"><code>plot1 &lt;- il_weekly_cases %&gt;%
1695   ggplot(aes(date, new_cases)) +
1696   geom_line()
1697
1698 plot1</code></pre>
1699 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" width="672" /></p>
1700 <p>Much better! Notice that the final week of the data appears to fall off a cliff. That’s just an artifact of the way that the <em>NYT</em> has published the data for part of the most recent week. Once it updates, the case count probably won’t tumble like that (yikes).</p>
1701 </div>
1702 <div id="working-on-ggplot-axis-labels-titles-and-scales" class="section level2">
1703 <h2><span class="header-section-number">2.2</span> Working on ggplot axis labels, titles, and scales</h2>
1704 <p>Now we can style the plot. As I mentioned briefly in class <code>ggplot2</code> treats labels, titles, and scales as “layers” within it’s “grammar of graphics” (that sound you hear is me rolling my eyes as I type those scare-quotes). For the purposes of our example here I’m going to use <code>scale_date</code> to work with the x-axis, <code>scale_continuous</code> to work with the y-axis, and <code>labs</code> to clean up the title and axis labels. Each of those have documentation and should appear on the <code>ggplot2</code> cheatsheet available via RStudio/Tidyverse.</p>
1705 <p>To start, let’s see whether there might be any way I want to improve the x-axis labels. The ggplot defaults for my <code>date</code> variable are pretty good already, but maybe I want to incorporate a label (“break”) for each month as well as a more granular grid in the background (“minor_breaks”) that shows the weeks? Also, I like the date labels along the axis as abbreviations of the month names, so I’ll keep that with a call to <code>date_labels</code>. Here’s what all of that looks like:</p>
1706 <pre class="r"><code>plot2 &lt;- plot1 + scale_x_date(date_labels = &quot;%b&quot;, date_breaks = &quot;1 month&quot;, date_minor_breaks = &quot;1 week&quot;)
1707 plot2</code></pre>
1708 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F8DOvyjKThlUyBxWe673aXXREofz7TrdALqtRoyQB8ALrkaeIGABhICGg9AzwGekVdNfnQCnlIVfLQp0OJp6VZllGWOZyKg3qohA1T9ynjyUWAIAQ0kBDQegKr75F/IqyY/ngR2Xrn0sgSw1cfyrcope20D7XimFQTUUzVkgO4GfP8BcAYBDSQENB6AtkPjpfKqyY+q7YCnO6t75Ef84rBVB8q+VZ+74pilLp8SARXVcAG6sBzt/l4C7EtAAwkBjQWgc4AdHapmP+5JXzcuMcDh4sXO14WvUHcEsfX3zp8SARXVcAH6pvqT7+9UC7QhoIGEgMYCUPXb5ESHqtmPig1VB5s/5bxVZ8oeXAe43flTIqCiGi5AbwJu+Dul7sf/RkCDCAGNBaAjgGsdqhY/BgNbfuSyVRfK7gcuc54SUFENF6DdgPF/p04CPiGgQYSAxgLQCzKX7KgF0EWXXpRzpnnzVl0omwh0d54SUFENF6CboGz+36mrgScJaBAhoLEAtLP6DMOhavXD9VgkV0BnAPs7TwmoqIYK0JnAzmr1IWAQAQ0iBDQWgG6C8iUOVb8AXVqKLZ2nBFRUQwXoE0AftToJOIWABhECGgdA5ybQ0anqF6DKRmjiPCSgohoqQC8BRqrVX4HdCGgQIaBxAPQt4Dinqm+AdgJmOw4JqKiGCtB9gU+16npoVuNUJaB5hIDGAdD7gAFOVd8APR74wHFIQEU1TIAubopWVVp1H2Ch9CMIaH4hoHEAVN1Re8yp6hugF2fOeS8LARXVMAE6CTgsXT0deM+pSkDzCAGNA6BHAFOdqr4Behsw3HFIQEU1TIAO006irVWvBx50qhLQPEJA4wDopiircKr6BuiTQH/HIQEV1TABegrwUrr6BHClU5WA5hECGgNAF5RgG8eqb4C+m7lwsiwEVFTDBOiWSMxJV6cCSacqAc0jBDQGgE4CujpWfQP0B6Cz45CAimqIAJ2dwLZ6taIE2zlVCWgeIaAxAPR+8/5ZYID+lcD2jkMCKqohAvR54DSjuhkaLXaoEtA8QkBjAGg/4CHHqm+ArloPLR2HBFRUQwToVcBdRvVw4HOHKgHNIwQ0BoAeDUx2rPoH6K7Ar05DAiqqIQL0EGCKUb0IeN6hSkDzCAGNAaBboiR7lHRwgB6dPWNJTgioqIYH0KpWWGeJUb0buNmhSkDzCAGNPqCLSrGFc9U/QM8FXnYaElBRDQ+gHwIHZKpvaGcVkVcJaB4hoNEHdApwlHPVP0AHayemcAgBFdXwAHoP0C9TnQ0c7FAloHmEgEYf0IeBy52r/gH6CHCd05CAimp4AD0DeDpTXVWO9g5VAppHCGj0Ab0KGOVc9Q/QCY57gQTUVA0PoB2BWZlq9fZILJBXCWgeIaDRB7Qr8K5z1T9AZwBHOg0JqKiGBtBfS9FBVKu7OZ1Mi4DmEwIafUC3RWKec9U/QH8DdnEaElBRDQ2g44ATRLW6P/C4vEpA8wgBjTygixsZTzTkVf8AXdUc6zkNCaiohgbQQcAtolr9MDBIXiWgeYSARh7QD4HDXao+Aqo+1a1wGBJQUQ0NoEcBE0W1erL+tk5JlYDmEQIaeUBHAxe7VH0E9BBgmsOQgIpqaABdH+UVolpdAewtrxLQPEJAIw/o1cC9LlUfAT0NeN1hSEBFNSyAfgXsla1W17RAW3mVgOYRAhp5QI/P7KnJqz4CeiXwsMOQgIpqWAB9CDg/W61O7Q78JK0S0DxCQCMPaEfgF5eqj4DeCdzoMCSgohoWQM8FHslWq1OnAm9JqwQ0jxDQqAO6pBwbu1V9BPQ58ZwmJwRUVMMC6B7A9Gy1OnUDcL+0SkDzCAGNOqCf2k4UHyCgk52vC0FARTUkgFaUi4POdECfBq6SVgloHiGgUQf0SdvTwgAB/VG8LJETAiqqIQF0AnCMqVqd+ixzXL29SkDzCAGNOqDX2a42HCCgVY2tvy0whYCKakgAvQm43lStTv3P4Y1kBDSfENCoA3oy8IZb1UdAlc1RulQ+JKCiGhJAjwNeNVWrU6k2aFYlqxLQPEJAow7ozsBst6qfgP4H+FY+JKCiGhJA26M0c4YEA9BOwExZlYDmEQIacUArm2ID16qfgJ7kcCQMATVVwwHod8CO5qoKaI/sc1JLlYDmEQIacUC/BA50rfoJ6KXAE/IhARXVcAD6BHCmuaoCOgi4W1YloHmEgEYc0GeBc1yrfgJ6G3CbfEhARTUcgKo/6+4zV1VAHwcukVUJaB4hoBEH9Abgdteqn4CqT2sulQ8JqKiGA9D9gI/NVRXQD4CjZVUCmkcIaMQBzfnFVpCAvgWcJB8SUFENBaBLm6FVpbmqArqwBNvKqgQ0jxDQiAO6O/CDa9VPQL8F9pMPCaiohgLQ983vTzMAVTZB+RJJlYDmEQIabUCrmqONe9VPQJeWYXP5kICKaigAvQMYYKlqgB4EfCmpEtA8QkCjDeh04D/uVT8BVTZGY9mx2ATUVA0FoD2AMZaqBmgf853ZKgHNIwQ02oCOAc5yr/oK6F62o/ZFCKiohgLQrZHI/kdlAL1ZehBFcQL6Xvcl+sKYpJFF2tqKR/t2HzimWh85rxBQc6IM6JCc74lAAU0Ck6VDAiqqYQD05wS2tlY1QJ+3H/KmV4sS0IFJA9B7zIAqlyWTvZLJa/9Oua4QUEuiDGhP4GX3qq+Angc8Jx0SUFENA6DqjkkPa1UD9HPbmQ+NahEC+s/oZAbQgcmfVqRTo65clxyopCouSo5Iua4QUEuiDGju+5sDBXQwcJd0SEBFNQyADgDusFY1QJdYL4CdqRYdoO8OODkpAD0ruUIMfkiepj3DXHp8tyq3FQJqTZQBXRcta6n6CujDDiflJaDZahgA7Qy8b61qgCpboWRhbrXoAH20Z8+e3QxAV3U7IzsYnRyevr02+ZrbCgG1JsKAfgt0qqXqK6CvO11cnICKaggArVoXTU1HfApAuwBTc6tFB6iWngagC5IDsndel5ycvh2r7ak7rxBQayIM6FigZy1VXwH9CjhEOiSgohoCQD+2vuFBAHqh7GQwxQ3oF8lbX76k+4V3/KKtnJWcmb5zcrK/2woBtSbCgN4KDKml6iugFQnpuwEJqKkaAkDvAy6zVdOA3gnckFstakBfSyaTJ5yZTB4/Xl3pnpyXvvPL5EVuK1oqn9Tzv+XyrF7rMNDyT2qly3SNpLpC/SKuZzWPreqt1Nrl/9Z/q/+mVrhVqz1UV6Vkm/dUladaVPsC42qpph8ASVW61X9r2+r6aC4drnCryh8AT9Xl1Wtchp6q1gcgk5Wu1bVuW617VTwAK1P/1H+r3qvql8XzturaVGr58jeBM3Orq+u/VbfqKlM19yugxmvVGt8BfSR52qdrUssfSx43J5U6PlmZvnNWsq/bipbpe+r5s96fAROCHAjMK+gGdwf+KugGmXpkV6BCdv9C4MBCfy6BJn9A507Tn9Xembw1lTpDPM/s57aihYDGIuuheU1BN5gEvi/oBpm6Z3kZNpUOapqhXYE/l2CTP6CZfKs9tbw8+V16ZXJyiNuKlj/e1fP73/KsWusw0LIs9a/LdLWkqu5GrfZSra7/Vh2qy1Kp6r+X13+ry1P/5FtdmUqt8HWrazLVn4E9aqumH4BsdY3rVpe7bVWrngOMlw3/cavKHwBP1b+rV7sMPVWtD0Am/9Z/q3Wvigfg39Sy+m/VrbrWXFX31E+0V9VdeHVpZ2BhTnWV61Zdhu7VFaZq7ldAjdeqNYEBWpk8oSY1ODk1vTIuOSrlsmIOX0SK8otIr1jecCKv+voiknYR5ftkQ76IJKoN/yLS9cBN9mr6RSSlG/BOTrWYX0T657U39F24WcnLtaM970uvDE6+6bZCQK2JLqDDJK+qBgvoSGCgbEhARbXhAT0GmGCv6oBeATyUUy1mQGt6Jb9Kr49KPpBKzUz2Vp8rp/468aTlbisE1JroAtoXeLa2qr+Avmy6Vpk5BFRUGx7QDdDI8oajLKAjzacJzVSLGdDUC8leM1Scnu12+h/qWv/kHdWpldcm7025rhBQS6IL6AGSM+QGC+gnQBfZkICKaoMDOh3YI6eqAzpBck2W4ga0+vFk8vS+3ZKnp5+ILu6VPHXAScnz/3ZfIaCWRBfQ9dF4aW1VfwGdB+wkGxJQUW1wQB8Bzs2p6oDOBnbLqRY1oKnUF/89vftVDxuHI/0+8qwT+o7+p7YVAmpOZAFVvx12rrXqL6BKS/slRPQQUFFtcEDPt/+iMwuo0hrNc6pFCahfIaARBvR14ORaqz4Duj0SiyRDAiqqDQ7oXsBXOVUDUHU2y14loHmEgEYY0LuA62qt+gxoZ+mFyQhottrQgFaUY73cqgHoqcBr9ioBzSMENMKAngc8WWvVZ0BPB8ZLhgRUVBsa0InAUblVA9BrgXvsVQKaRwhohAE9BPi01qrPgPaXHEmoEFBTtaEBvQUYlFs1AH3Mep6mdJWA5hECGmFAN0L5kpxhwIAOB/4rGRJQUW1oQE8AxuVWDUAnA8faqwQ0jxDQ6AI6N4GOtVd9BvQF+zEyegioqDY0oB1QMje3agA6P4Ht7VUCmkcIaHQBnQAcX3vVZ0CnAF0lQwIqqg0M6A/ADpKqAai212I7dJiA5hMCGl1A7wGurr3qM6Cz7W9z0UNARbWBAX0K6C2pZgA9AJhmqxLQPEJAowvoRcDo2qs+A6o0xUaSIQEV1QYG9HLgXkk1A+iZwEu2KgHNIwQ0uoAeBnxYe9VvQLdAae4rVwQ0W21gQPfP/aowAzoEGGqrEtA8QkCjC2gHNKqoveo3oOo36De5QwIqqg0L6NJmaFEpqWYAfTbnRUACmk8IaGQBnSe/QmbQgHYHJuYOCaioNiygUyQXnjYD+ilwqK1KQPMIAY0soO/IXw8PGtDLgMdzhwRUVBsW0LuAq2TVDKCLG2EzW5WA5hECGllAR0q+VSRVvwEdCtySOySgotqwgJ4GPC+rZgBVtkCJ9WwwBDSfENDIAqo+FXzYQ9VvQJ8ELs4dElBRbVhAt0VitqwqAD0c+MhaJaB5hIBGFtAjgSkeqn4D+g5wYu6QgIpqgwL6cwm2lFYFoOcDT1urBDSPENDIAro5ShdKhkED+h2wb+6QgIpqgwL6EnCKtCoAvR0YbK0S0DxCQKMK6KJSyXMNSdVvQCsbYdPcIQEV1QYF9GpgmLQqAH0ZOMNaJaB5hIBGFdD3gaO9VP0GVGmP8qqcIQEV1QYF9DBgkrQqAP0a2M9aJaB5hIBGFdAHgX5eqr4D2gn4IWdIQEW1IQGtaoMmi6VVAWhlE7SzVgloHiGgUQX0CuB+L1XfAe0GvJczJKCi2pCAfir9BbUFUKUjYDndHQHNJwQ0qoAeK9tZk1R9B/QC4NmcIQEV1YYEdCRwibyaBbSr7QuHgOYTAhpVQLdGyXwvVd8BHQLckTMkoKLakID2AZ6QV7OA9gMesVQJaB4hoBEFtKJM9mK4pOo7oI8CV+QMCaioNiSgOwPfyqtZQO8DrrFUCWgeIaARBXQqcISnqu+AvgH0yBkSUFFtQEAXlGETh2oW0DeB7pYqAc0jBDSigD4mfUelpOo7oNOBg3KGBFRUAwL01LLrXKY6oK/Lzy9jBfRHYHdLlYDmEQIaUUAHAPd5qvoOaEUJtskZElBRDQbQTwHc7jzWAR0M3CgZWgFV1kUrS5WA5hECGlFAjwPe8lT1HVBlfTTLGRJQUQ0G0EEqoCWS8wga0QHtCrwhGdoA3cN6IC8BzScENKKAdkTiF09V/wHdFcjZNAEV1WAA3UUFFOUvO411QDdCowWSoQ3Q7lZmCWg+IaDRBHRJOTb2VvUf0KMl12IioKIaCKDTE9jiKKDlBw7zNKAzgF1lQxugA62XnSOg+YSARhPQT4DO3qr+A3p2zoUdCaipGgigQ4D+FfsAG06Xz9OAPgacIxvaAH3E+iZgAppPCGg0AX0CuMBb1X9ABwH32IcEVFQDAbQT8Onvs7cFtsg9D4GWNKAXAg/IhjZA37O+Vk9A8wkBjSag1wJ3e6v6D+go25HYWgioqAYB6KwSbFzzu/Jte2D3ebIPSAOqKvuFbGgD9NcEOpqrBDSPENBoAnoS8Ka3qv+AjgN624cEVFSDAHQYcL5W/XBd4PAlkg/QAF3cBG1yTzSo5ACqtEMT05WPCWg+IaDRBHQn4CdvVf8B/Uz9JrYPCaioBgHoAerPy3R1YlPgZImSGqBvA12kbTug+wGmX6US0HxCQCMJaM5JHZ2r/gM6H9jBPiSgohoAoLPL0OZ/evXZMul5YDVAbwOuldbtgJ4BmI6HIqD5hIBGEtAvZG+nlFf9B1RZF23sQwIqqgEAeg9wRua98MMhu660BuhJFhdNsQM62PKmJgKaTwhoJAF91uGAFUk1AEA7AvbL2RFQUQ0A0MOBF8XJRPoDJY/ZP0IDdHOUyN9bYQf0aeA8U9VfQCu+m/rakyNuuPj0Y5OTxZ0E1BICKqoNBOgNsnNyyqsBAHoo8LltSEBF1X9AfylHq4rs2ZjUPfDycbYPUQH9Edhe3rcD+jFwmKmaN6A/f/HWmAdu7d/3hM67dGiGbA4VH0hALSGgotpAgJ4KjPdYDQDQXsCrtiEBFVX/AX1Qu1ZxFtClRwMtJls/RAX0OeB0ed8OaEUpNjdV6w3ogiFnHLn3Nm1L4ZDtxEcSUEsIqKg2EKC7yS7sJq8GAOiA3AO2Caio+g/oscBT5vOBLtwbaDfN8iEqoFc4HhpsB1Td2S+ryFbrC2hV11wzy9t13O/YXpffeO/Tb7Qy/aacgFpCQEW1YQBd1Sz3ZRynagCAjgBusA0JqKj6Duj8pmi20HJC5TnbA1v9aP4YFdCDgKnyvzcH0EOBT7LV+gI6RDdz3S32PLz7eQOHPTL2/enmg/y3RUJcIJSAWkJARbVhAJ0D/MdrNQBAx+S+hEVARdV3QB8HutnOSD9jE2APs1bVKypboPlS+d+bA+i5wDPZaj0BfaMRcOcnPzpsU1H2B2ZmlgmoJQRUVBsG0PFAH6/VAACdChxrGxJQUfUd0BOAx+yX9PioNXBQdjdcBXSq85FtOYAOBYZkq/UD9IeNgHPdquqnLX5RS51b0dUAACAASURBVEAtIaCi2jCADgOGeq0GAOgc20UhFAJqqvoNaEULNP4155pIb60DnJR9Q2b1irtl1/rTkwPoS8CZ2Wq9AK08BNhxmVv1PNNJuwioJQRUVBsG0LOA//NaDQBQZZ2c90ERUFH1G9BngaOV3IvKPVcGXCrWqlf0BJ51+HtzAJ0GHJCt1gvQfkCrr1yrg4D7M8sE1BICKqoNA+g+wHdeq0EAuhVKFluHBFRU/Qa0BzBKkVyVcwSAmzIr1Su2B753+HtzAK1sjI3ESr0Afb4EiSfdq/eaLtBEQC0hoKLaMIC2sl4WzLUaBKAHAl9bhwRUVH0GdHFrNNLOG5N7WeNrgMQoY7m6ssR8bKc1OYAq2yMhXoKqD6BftwEur6X6PHBJZpmAWkJARbVBAJ0L7O25GgSgpwATrEMCKqo+AzrWuPaA5Lrw5wKNjF8zVr8BnOz09+YCeizwfma5HoBW7Absv6SW6iSgR2aZgFpCQEW1QQB9EzjDczUIQPulXxc2h4CKqs+AnmkcHy8BtDIJNH8vvVj9X5fXFXMBvcz0H1gPQNXPaf2ZtVW/Mb2Xk4BaQkBFtUEAvQu42XM1CECH5XwCBFRU/QW0sh1KZmkLEkCVioOAtp9pS9VHA+84/b25gN5jOvNd3QF9GCh7rdbqEmCXzDIBtYSAimqDAHqO5KpujtUgAH0auMg6JKCi6i+grwH7pRdkgCpzdwI20147WtMWjSty54qoWgF9HTg1s1xnQKeuAwyuvbqsafaVKgJqCQEV1QYBdH9ghudqEIBOAo63DgmoqPoL6LmZXXMpoMrMDsCuvyrKD26/Fs8FdBawV2a5roDO2xY4sqr26rLN0Chz7nwCagkBFdUGAbQtmkmvfSOtBgHorJxvVwIqqr4CWtUeCf2HpRxQ5fP1gAMrlCdz9glMyQVUaYl1M4t1BfRkYIufPVSX7Q3MMZYJqCUEVFQbAlCVrz29V4MAtLIcHaxDAiqqvgL6tniq6ACo8ra6Q31C5UXAaMe/VwLobsBsY7GOgN4CNH7PS3VZ1+wpSwioJQRUVBsC0HHAad6rQQCqdECjSsuQgIqqr4BeKo5GdwJUeb4M6LuH2291JICelD0QrW6AvlUO3JtZcQe0L/CasUxALSGgotoQgA7L/A7fUzUQQNW9s1mWIQEVVV8B3QL4Ul9yBFS5NwEksKHz3ysB9GpgpLFYJ0B/3MT809sd0Guzz4oJqCUEVFQbAtCzgee9VwMB9HhgkmVIQEXVT0CnADsZi86AKtdpp+Xs6vz3SgB9KHvqkboAWtkZ6LhArLoDOiJ7aCoBtYSAimpDALo/MM15WhBALwSetgwJqKj6CWh/YKCx6AKoou4s47/Of68E0HeBpLFYF0DVz6el6XJY7oA+D1xlLBNQSwioqDYEoOthnUrnaUEAvdlyYVyFgJqqfgLaEfjIWHQDVHtLkuNh9FJA5wI7GIt1APTFEiSeMK27A/pe9qR5BNQSAiqqDQDo7NyzcbpVAwH0MaCfZUhARdVHQD8FtsksuwGqVIwY4/L3SgBVNkBT41A474BqpxCxHCzlDuhM4BhjmYBaQkBFtQEAHQ/0rEM1EEAnmN7Jkg4BFVUfAR0EXJlZdgU0fV14x8gA3Ve8bO8Z0MWdgE6W0xi6A1qpfrixTEAtIaCi2gCA3uH2TvgCAfo1cKBlSEBF1UdAdzGdNMlnQHsCxrXlPQPaF1jvW+tWXRVcWybOsEdALSGgotoAgJ7jcjp6STUQQBeXYivLkICKqn+ATk+gg3jLmc+A3gDcaVQ9AvooUDLWtlV3BddHc2OZgFpCQEW1AQA9yPnU47JqIIAq7dDUMiSgouofoEOAi8WKz4A+CVxoVL0B+lkLYJB9q+4K7ggYhzwRUEsIqKg2AKDt0MTtu6UwgO6efZ9zOgRUVP0DtBMwUaz4DOhUoItR9QTo/O2AI+wHf9QC6MHAdH2ZgFpCQEW18ID+DOxal2owgB4DTDUPCaio+gborBJslD1pjM+AVohfwngD9BSg/Wz7tBZATwbe1pcJqCUEVFQLD+ibQI+GB/Qc4EXzkICKqm+ADgPOya75DKjSAWX6K+qeAFU/l/J3c7fqruCF4kKhBNQSAiqqhQf0buDGhgf0emCEeUhARdU3QA8AXs2u+Q1oZ+AzveoB0LfLgeGSrboreANwj75MQC0hoKJaeEAvUJ/7NTygDwADzEMCKqp+ATq7DG2WZFf9BvSczBkVPAA6Z1PgRNlW3RW8T7zsREAtIaCiWnhA1WcO3zY8oK8AvcxDAiqqfgE6wnrpQL8BvS1zOHHtgFYeBnScL9uqu4IvAOfpywTUEgIqqoUHdBOU/9PwgH5uuuSiFgIqqn4Bepj1yld+A/oi0Eev1groNUCzj6VbdVdwknjeSkAtIaCiWnBA5ybQcVXDA7pQfU5iHhJQUfUJ0F/K0cp8mTi/Af0SOEiv1gbouFKn093XAugM8X41AmoJARXVggM6ETguBIAqrbMX1dFCQEXVJ0AfsJ1uwG9Al5ZjE71aC6DftAXOd9iqu4IV4qcsAbWEgIpqwQG9FxgQBkB3AOaZVgmoqPoE6DG2U676DaiyLRLp32vWAuiSfYA9Ha6YXAugv7VEW32ZgFpCQEW14IBeDDwWBkAPzxwFo4eAiqo/gC5oimYLzUPfAT0a+CBddQf0fKD1dKet1qLglijRjyMgoJYQUFEtOKAqXFPDAGhvcTafdAioqPoD6GjgOMvQd0AvAR5PV10BfTWBkpecprUBuk/mtA0E1BICKqoFB7QDyirCAOg1wCjTKgEVVX8APUHd07AMfQf0buMoTVcFv26VvaiIZKu1KNjVeJJLQK0hoKJaaEDnl2AbJQyA3mM9Nw8BFVVfAK1ogca/Woa+Azoe6JGuulBWsRNwqPP1Y2oDtA/wcnqZgFpCQEW10IBO0i6/GAZAXwLONq0SUFH1BdDngKOsQ98B/c44Ybybgv1kpxAxbbUWBQcAD6aXCaglBFRUCw3o/dpFHsIA6IfA0aZVAiqqvgDaI3vddiO+A1rVHG3SVWfKJpWh5A23rdaioLh4AgG1hICKaqEBvRx4OBSAamfVM60SUFH1A9DFrdHoJ+vQd0C1C4Zo23BWsKIj0M9JCMW1qqQVfAK4LL1MQC0hoKJaaECPAqaEAlClOdY3rRFQUfUD0JeAzrah/4CeALyluCl4BbDZsnwAfR04Lb1MQC0hoKJaaEC3QOnCcAC6DRKmw6sJqKj6AeiZwN22of+A9gfuV1wUnNwIJRMchVDcqlpUBT8DDk8vE1BLCKioFhjQRaXYUgkHoAeJ6zVoIaCi6gOgle1Q+oNt6D+gDwBXKc4Kajvw5/2dF6A/A7ullwmoJQRUVAsM6Pvpl25CAWgP4M3sGgEVVR8AfQ3Y3z70H9C3gOMVZwWvBDadlx+gSmPj/fYE1BICKqoFBvRBoF9IAL0CeDS7RkBF1QdAzwWG2of+A6o+P9xZcVRQ24Efr+QJ6CYoT1/ViYBaQkBFtcCAXpH+tVUoAL0DGJJdI6Cimj+gVe2RmGEf+g+o0hbrVDkpuGSX9BWZ8gR0N+AXbZmAWkJARbXAgB4LTAoJoM8AF2TXCKio5g+oum+9V84wAED3Br51UrC/tgOfN6CZU84QUEsIqKgWGNCtUTI/JIC+B3TLrhFQUc0f0EuBG3OGAQB6WvqqdVIFpzRC4mUlb0DVLaQPxCeglhBQUS0soBVl2EwJCaA/GO8E1ENARTV/QLcAvswZBgDooPSlNmUKGjvweQN6GfCEtkxALSGgolpYQKcCXZSQAFpVjvbZNQIqqnkDOkV/cceWAAB9ArhYruAAoMOvejUvQG8C7tCWCaglBFRUCwvoo8ClSkgAVTZF2VKxQkBFNW9ArwKuzR0GAOgH6TOWSBScUo7EWKOaF6APGle/JqCWEFBRLSygA/RTTIQD0H2B78QKARXVvAHdDpBcAzMAQBdq50aUKLhkV6BvppoXoGONS38SUEsIqKgWFtBuwNtKWAA9AXhHrBBQUc0X0M+ArSXDAABV2qN8iURBsQOfN6AfaGdfVAioLQRUVAsL6PZIaF/Y4QD0YuBJsUJARTVfQK/TzliYmyAAPVh7tSpHwQ/UHfjMVTzyBHQWsI+2TEAtIaCiWlBAFxuv24QD0FvMb5choKKaL6C7AJMlwyAAPRsYk6OgtgPfJ1vNC9ClJdhKWyaglhBQUS0ooB8Bh2q34QD0ceBysUJARTVPQKcnsKlsGASg6s/AW3MUvCa7A583oEpbtNSWCaglBFRUCwqoStaF2m04AJ0IdBcrBFRU8wR0CHCJbBgEoC9oLxbZFDTvwOcP6PbAIoWA2kJARbWggKrPDUZot+EAdIb5lEEEVFTzBLQTMFE2DALQz4FDbAou2Q04y1zND9ADAe1d/QTUEgIqqgUF9ARggnYbDkCXlmILsUJARTU/QGeVYKMq2TAIQJeUo4NNwYHmHfj8AVW/ZN9VCKgtBFRUCwroDsAc7TYcgCoboYlYJqCimh+gQ433UOYkCEC1cysstCj4cWPzDnz+gJ4HvKDEGdDVa+RZW+MwSCdV7TKUVdX/vrX1rOaxVb2VqlE371atcduqD9W14h+f31ZXNsEm9ahqD0AeW3WuqjubSz1V5Q9APbda96rlAQh+q5J/qngAqlMuzXT1EOA9h63WVnWMVq1Jyfpd1T1sc3XFXsC5Pm11rVa9GXhsjewrwO0rQq9KY+Or4QFd4ZDqGqeJmpWp1S5TWXVVKlVdz6ppq6vcqmsdBup/XX2reWzVXFX/1yX/6Lpv9VvgsNqrq+xV7QEQWVunqiU51eOALzxV5Q9AtrrSbavVLkNvVcsDULCtmiMeAPdqTfWKRWVou0w6XF1b1TlatUb6vX45MMZcHQxsvMRadfl7V9Sscd2q+scDwC0rZF8BtVelsfHV8IByFz46u/BPAeelF0KyC3+uvnuWDnfhRTWvXfgRQG/5MJBd+LuA60374doO/Iu2an678M/qZ42N7y48AY0OoIOAu9ILIQH0v+mzoekhoKKaF6CHAi/Jh4EAOg44Pavgkt2BM+zV/AB9CzhZIaC2EFBRLSSg3YHX0wshAfRBoH9mmYCKaj6A/lyOVhXyYSCAfgPsk1VQ/Qm90c/2an6ATgcOVgioLQRUVAsJ6C7A7PRCSAAdrz59ySwTUFHNB9D7gVMdhoEAWtUM6wkF1R14vGj7gHwBXQjsoBBQWwioqBYQ0Mp1sL6+FBJAvwQ6Z5YJqKjmA+gxwDMOw0AAVXYCfjMo03bge+VW8wNUaZb+oiWglhBQUS0goKpXB+hLIQF0UQLbZ5YJqKjmAejvTdFsocMwGECPAz4zKNN24OfkVvMEdHOULiWgthBQUS0goM+Ks9yGBFCljX6mCC0EVFTzAPQ54HinYTCAXgk8rVP2SWPt1Ey51TwB7QT8SEBtIaCiWkBAbwCG6UthAVTd/8u864+AimoegJ4MPOY0DAbQUcB/05Qt3QPoKavmCegxwFQCagsBFdUCAtoDeEVfCgugRwCfGIsEVFTrD+jylmj8q9MwGEAnAD3SlF0PbJizA+8DoGcC4wioLQRUVAsI6O7AD/pSWABVvzleNhYJqKjWH9BxwNGOw2AA/QnYQ6NMvgPvA6BXAQ8TUFsIqKgWDtCq5mhjLIYF0IH6Ne60EFBRrT+gvYH7HYfBAKq0QYt/FKVyb9MhadZqnoAO1c7ZTECtIaCiWjhAvwb2NRbDAuh9wHXGIgEVVTdAZz589/Dhj44e/eTLL7/85qRJk7746qvpc+bMWZQeLm6DRpK9aCMBAdoJmKsog3MPoc9U8wR0NNCPgNpCQEW1cIC+CJxpLIYF0LHZi+cQUFF1AbRiYzimxbotTcfV5iYgQHtoF3rVduCfd6jmCej49GtTBNQSAiqqhQP0JuA2YzEsgH4EHGksElBRdQF0lLOfeobndjMJCNBBwANL1aehPZyqeQL6MdCFgNpCQEW1cID2zL5iExZA5wI7G4sEVFRdAN0NuOiGG2646rLLLuvdu3ePbt26HX7wwQfvuuuuO2y22Wbrr9v6wHnOf29AgKq72FfcKH8FXq/mCaj2KhUBtYWAimrhAFWfJcw0FsMCqNIC6xlLBFRUnQGdAGzp0pRWRQICdAqwSxPgOcdqnoBWNUIHAmoLARXVwgHaCq0yi6EBdFskjHMHEVBRdQb0eODu2q8L75CAAJ2f0H514LAD7wOg+oVfCKglBFRUCwboN0CnzHJoAD0EmKYvEVBRdQR0ZiM0+zNsgCra61rtfnKu5gvoztrb1QioJQRUVAsG6FjTO+1CA2iPzBlKCWi26gjolUDf2i9r7JSgAD1QBfRZl2q+gB4KfEFArSGgolowQG8FbsoshwbQK9NvM9FCQEXVCdCK9ZD4InyA9gG6u1XzBfRU7VrcBNQSAiqqBQO0t+lkt6EB9C7gRn2JgIqqE6AjgUNqv6yxY4ICdGKbnR134P0A9BLgKQJqDQEV1YIBug8wI7McGkCfy1zmjoBmq06A7gY8F0JA3RXMH9AbtSt5EVBLCKioFgzQNmhWlVkODaCTgaS+REBF1QHQN4DNK4sQ0FHAQAJqDQEV1UIBOgvYU6yEBtDZwF76EgEVVQdAjwNuqf2qnM6JKqAvaecBJ6CWEFBRLRSg44DTxEpoAK1qjI31JQIqqnJAf2qEZr8UI6DvA90IqDUEVFQLBehQYLBYCQ2gxhVvFAJqqsoBHQCc4+G68M6JKqAzgf8QUGsIqKgWCtCzzafLCQ+g/wG+TS8QUFGVArpyAyQ+KUpAlySwDQG1hoCKaqEA3V+850cJE6AnAW+lFwioqEoBfVw/VV0RAqq0xroE1BoCKqqFArQtmlaKlfAAeinwRHqBgIqqFNC99D2IYgRUO2ECAbWEgIpqgQCdDeyaXQsPoLdlTlJKQEVVBuhUYItKpTgBVXeeviWglhBQUS0QoOOBU7Jr4QH0CeDS9AIBFVUZoN3TVwYqTkCPA94joJYQUFEtEKB3AIOya+EB9C3gpPQCARVVCWVzGqH5L3q1+AA9B3iRgFpCQEW1QICqX4RPZ9fCA+i3wH7pBQIqqhLKBgAXGNXiA/RaYCQBtYSAimqBAD1IOyeYSHgAXVqGzdMLBFRUcymrWB+JaUa1+AAdDgwmoJYQUFEtEKDt0Hhpdi08gCobo3H6LfoEVFRzKbsXOMrLdeHjCejTwMUE1BICKqqFAfRnYCfTaogA3QuYrd0SUFHNpWxX4M3iBXQCcAoBtYSAimphAH0z81qNnhABmgQma7cEVFRzKHsN2Hpt8QL6FdCZgFpCQEW1MIDeDVxrWg0RoOcZF3QkoKKaQ5n6Q+beVPECOk/dfSKglhBQUS0MoBdk3vCjJ0SADgbu1G4JqKjaKfu2EZr/WcSAKutgQwJqCQEV1cIA2hn4xLQaIkAfBq7UbgmoqNop6wdcmCpmQDdF2d8E1BwCKqqFAXRjlC8xrYYI0NeN85QSUFG1UaZdS+7rogZ0T2ABATWHgIpqQQCdm0BH8zREgE4DDtFuCaio2ii7BzhseVEDehQwjYCaQ0BFtSCATgSOM09DBGhFAttqtwRUVG2U7QqMKW5AewETCag5BFRUCwLovcAA8zREgCrrobl2Q0BF1UrZeGDLyuIG9ArgaQJqDgEV1YIAejHwmHkaJkB3BuYqBNRUtVLWFRiqFDegtwF3EVBzCKioFgTQw4EPzdMwAXok8JFCQE1VC2Vfl6H53CIH9BHgGgJqDgEV1YIA2gFlFeZpmADtA4xVCKipaqHscuA8pcgBfQXoQ0DNIaCiWghAF5ToL9SIhAnQ64D7FAJqqpopW9gGiU+LHdAPga4E1BwCKqqFAPRd9QvQMg0ToCOBgQoBNVXNlI0ADleKHdDZwN4E1BwCKqqFAHQUcJVlGiZAXwbOVAioqWqmbEfgRaXYAa0qwxYE1BwCKqqFAPRy4GHLNEyAfgJ0UQioqWqi7FXtGCal2AFVNkAzAmoOARXVQgB6FDDFMg0ToPP1U5USUFE1UZY+hkkpekDV5+HLCagpBFRUCwHo5ihdaJmGCVClJdooBNRUzVKmH8OkFD2gnYG5BNQUAiqqBQB0USm2tE5DBej2SCwioKZqlrLLgPPTC0UOaHfgUwJqCgEV1QIA+j5wtHUaKkDVpxdfElBTVVCmHcP0WXqpyAG9CBhPQE0hoKJaAEAfBPpZp6EC9HT1u4OAmqqCsruBI/SlIgf0v8AjBNQUAiqqBQD0CuB+6zRUgPYHHiKgpqqgbAfgJX2pyAEdCdxCQE0hoKJaAECPBd6zTkMF6HDgvwTUVM1Q9opxDJNS9ICOAS4joKYQUFEtAKBbo2S+dRoqQF8AziWgpmqGMvUH3zBjscgBnQScSkBNIaCiGjygFWXYzDYNFaBT0m80JaCialAmjmFSih7Qb4DOBNQUAiqqwQM6VX+rjzmhAnQ2sAcBNVUNyi4FLsjcV+SAViSwAwE1hYCKavCAPgpcapuGClClKTYioKaq/oWePYZJKXpAlVZYj4CaQkBFNXhABwAjbdNwAboFSpcQ0GxV/0Ifbt5xKHZAt0ZiNQHNhoCKavCAdgPetk3DBej+wAwCmq3qX+jZY5gUArovsJiAZkNARTV4QLdD4lfbNFyAdgcmEtBsNf2FPg7YqkrcV+yAJtWfsQQ0GwIqqoEDurgc7e3TcAF6OfA4Ac1W01/oxwC3Z+8rdkDPVveiCGg2BFRUAwf0I+BQ+zRcgA4FbiGg2ar2hT69FC3mZu8rdkCvBp4hoNkQUFENHNDHgQvt03AB+iRwMQHNVrUv9Eus/2vFDuidwF0ENBsCKqqBA3oNMMI+DReg7wAnEtBsVf1CX2A+hkkhoE8AVxPQbAioqAYO6AnABPs0XIB+B+xLQLNV9Qv9LuBI833FDuibwJkENBsCKqqBA7oDMMc+DReglY2wKQHNVlek/9PGmu8rdkA/B44moNkQUFENGtCljbX3+dgSLkCV9iivIqCiukL5P2DbKvN9xQ7oXGAPApoNARXVoAH9DDgkZxoyQDsBPxBQUV2hHA3cYbmv2AFVmqI9Ac2GgIpq0IA+BZyXMw0ZoN2A9wioqK6YXopW8yz3FT2gHVBu+74noI4hoLZqPoAOAu7KmYYM0AuAZwmoqK64GLjIel/RA7onYL2wLAF1DgG1VfMBtDvwes40ZIAOUfdYCaio/t4aJV9Z7yt6QI8GplunBNQxBNRWzQfQnYHZOdOQAfoocAUBFdX7gKNs9xU9oL2Bt6xTAuoYAmqr5gFoZVOsnzsNGaBvAD0IqKjuBLxsu6/oAe0PPGOdElDHEFBbNQ9AvwQOyJ2GDNDpwEEENJO3gO2qbPcVPaC3A8OtUwLqGAJqq+YB6LNA39xpyABdXIJtCGgmSeBO+31FD+jjwEDrlIA6hoDaqnkA+t/slR1NCRmgyvpoRkCNTCtFq/n2O4se0DdynggQUMcQUFs1D0B7AK/kTsMG6K7AfAKaztLOkrNnEdDPgaR1SkAdQ0Bt1TwA3R34PncaNkCPBj4joOn0A1rOyLm36AGdq51wxhIC6hgCaqvWH9Cq5mgjmYYN0LOB/yOgWp5OIPF87t1FD+hfpdjSOiWgjiGgtmr9AZ0O/EcyDRugg4CRBFTNpy2BayWUFT2gyzdAC+uUgDqGgNqq9Qd0DHCWZBo2QEepbBBQRfl1O+DglQRUjwXQne3v5SSgjiGgtmr9AR0C3CaZhg3QcarzBFSpSgIdZssUJKCH2d/LSUAdQ0Bt1foD2jP3TS1awgboZ0AXAqpcCzSeJFWQgJ4OvGOZElDHEFBbtf6A7gXMlEzDBuh8YEcCOrYUGClXkID2A56zTAmoYwiorVp/QFuilWwaNkCVddG66AGd3kY/dSsBNWIB9DbgXsuUgDqGgNqq9Qb0G6CTbBo6QDsC/xQ5oAt3Uf+zKhQCKmIBdDQwyDItCKC/jXv8+5rA7NQ34fCJElAjDQnoS0Av2TR0gB4K/FTkgPYA2qV/3UJAjVgAfR043zINFtDX+tys/vn+egC6/ElAM1stNkBvAW6STUMHaC9gcnEDqv5XNXpDrxJQPRZAvwBOtEwDBfQK7bCQ1F8bQ8t/CGhmq8UGaG/gJdk0dIAOAJ4pakAnlItLrxBQIxZA5wEHWaZBAjoVKL8+lXoAGPXDNcBEAmpUiw3QfYDc91UrIQR0BDC0mAH9rh1wSqZKQPVYAF0BdLRMgwT0BLSfq94cjmPVP4/CSQTUqBYboG3QzH5q3nRCB+gY4JIiBnSx+pNu58wbbQioEQugqZZYzzINEtDtMUz9c2VjPKbePIpdCahRLTJAZwF7SqehA1TdZzq+iAHtDbSZJqoEVI8V0K1RssQ8DRLQdTBe/fNDYI56MxEtCKhRLTJAxwGnSaehA3QO0Kl4AR0FlGZ/V01AjVgB3d92YsYgAd0YL6p/3owNtZWn0JaAGtUiA3QoMFg6DR2gyjrYqGgBfb+J5WAJAmrECuiJwFTzNEhAD0Q/9c890UdbuQR7EFCjWmSAng1Izi2phBHQrVAi/W2tnlgDOrsD0NX0jyegRqyAXmA7rUOQgA5Bs3drHgZeUZdnNkYvAmpUiwzQ/YBp0mn4AD1Q/qZ9I3EGdIm6b9rRfBEkAmrECuhg4CHzNEhA/1wXKAe2Wpn6vWsTJL6Wfcx73ZcYSyse7dt94JjqOq0QUHPCCmhbNK2UTsMH6CnA287TOAN6IdDqC0uVgOqxAno/cLN5GuiB9B9uAKjPQlOpeertQOmHDEwagCqXJZO9kslr/67DCgG1JKSAzgZ2lU/DB2g/4HHnaYwBfQQosf6ehYAasQI6FrjcPA32rZxLRl9660/q7bxNkq/L5v+MTmYAvS45UElVXJQcUYcVAmpJSAEdnz0425bwAToMuNV5Gl9Ap64DXGOrElA9VkCnAqebpw15NqZ3B5yczAD6Q/I07bSdEgAAIABJREFU7Unl0uO7VXleIaDWhBTQO+wnsBEJH6BPA5c4T2ML6JwtgC62X7MQUCNWQH8EjjBPCwHoGof7H+3Zs2c3A9DRyeHp22uTr3leIaDWhBTQc4Bn5NPwATrJfq4IS+IKaOURwJY/26sEVI8V0D+A3c3TgAGdN+iQ9UqQWjvoZ4cP6GkAel1ycvp2rLZz7nGFgFoTUkAPAr6QT8MH6CxgH+dpXAG9Cmg21T4loEasgKYao715GiygtzVNn4gpVY3EIHdAz0rOTN9OTvb3vEJArQkpoO3QeKl8Gj5AK8uxsfM0poA+W4LEY7lVAqrHBugmaGyeBgrorSqe23TTAG0BXOYKaPfkvPTtl8mLPK9oqbhPz+//yrOmxmGgZUVqlctUVl2pfhF7qa513erK+lRTqbW1VKvrv1VP1dWp1Oo6VlemVi4Gdq7PVlfaP2HtAchWq+tStW7Vrbob8L3jUP4AeNvqWvdPeIWHquUBqFvVbavftAT6Saprcu8TD0AtW5VURVa5Vmtqq9akUvWrugy9V9UHYA9gaf5b9QToDwls9746VKdKEiWz3AA9PlmZvp2V7Ot5Rcv0PfUEe7pmpv75CDi9oT8H77kCGN3Qn0Nhs2xH4FCnlymYnBwN/OT7XyoH9Dy0+jWlA5patT3Oln1MBtAzxFPLfp5XtBDQsOcR4OaG/hy853WgZ0N/DgVNzSnAplW1fxxj5CzgI9//UjmgO+Hq9DA9vRt7yT4mA+jlye/St5OTQzyvaPnjXT2//y3PqrUOAy3LUv+6TFdLqv+o+zBeqtX136pDdVkqVf338vpvdXnqn3yrK1OpFXWvXgw86zBdU5dPOP0AZKtrXKvLXaau1cpG2PAvp6H8AcjkH9etVq92GXqqWh+ATP6t/1bT1SFAkyleq+IB+De1rP5bdauura26NpVyqq5yrboM3asrTFX1AbjS+vVc47VqjSdAm6XPxmQA+gZaugE6ODk1fTsuOcrzijl8ESmsLyJ1Bj5xmIbvRSTlz32Bj52GMXwRaVyZ/Tq9osoXkfTYXkS6FbjTNA3yRaTWeCQL6ANo5Qbo6OR9BqRvel4hoNaEE9CNUb7EYRpGQK8DhjkN4wfo122Bsx2qBFSPDdBHgatN0yAB3Rs9soD2lp+RPgPozGRv9elx6q8TT1rueYWAWhNKQBcmbBeRMSWMgE4CujoNYwfokt2AvSocqgRUjw3QV60/coIE9HakT0mfBnRKI/nZRDKApvon76hOrbw2eW8dVgioJaEE9F3gOKdpGAFd0RitHA5bjR+gPYH1v3WqElA9NkA/sf6EDRLQ5e1R1n+RBmjNq23Q/n+ugC7ulTx1wEnJ8/+uwwoBtSSUgI4CBjhNwwho6kDgPYdh3ABV/28aveZYJaB6bIDOAfY1TQM9kH56awAdgP+0AxKTpB8iAE39PvKsE/qO/qdOKwTUnFACeikw2mkaSkAHOV2AJHaAvlsODHWuElA9NkD/KMFWpmmwb+WsvLQcevb+1OFDfAoBDSmgXWzXkDEnlIC+AxzqMIwXoEs3czzPYLpKQPXYAF3WBq1M06DPxjT3/n5dO51yw6s1wfpJQJWQAropyhxepQgpoEpzNHP4jOMF6MtAx4XOYwJqxA7o9kiYvj4a8nygfoaAhhPQf0qwreM0lID+cTjwhnwYL0B7APe4VQmoHjugBwAzslMC6hgCaqvWB9AvXY4KCimgQ3JOzp5JrABd1BLlv7hVCageO6DHA5Oy04IA+tu4x78PeB+egIYT0KeAqxyn4QT0fWB/+TBWgD4GnOBaJaB67ICeC7yQnQYL6Gt9tPNIvL8egC7Bnu6DgIYT0IHAw47TcAJa2Qbl86XDWAF6FPAyAfVQtQN6HTAyOw0U0CuAs1KpvzZOvw7/HwKa2WoRAZoEpjhOwwmoon7OY6XDOAE6pxwt/iWgHqp2QEcAN2SnQQI6FSi/XnsXPEb9cA0wkYAa1SICdCuUOr/SG1JAbwf6SYdxAvQu4Az3KgHVYwf0GeDC7DRIQE9A+7nqzeE4Vv3zKJxEQI1q8QC6pBRbOk9DCuinwB7SYZwA3Rd4nYB6qdoBfQvonp0GCej2GKb+ubIxHktpJzGRnkyEgHqshhXQxQNOu/jWxyfMWCytqjshRzn/xSEFVNkIpdLXp2ME6PQENvqDgHqp2gGdBhySnQYJ6Drpc4l8CMxRbyaiBQE1qnEC9BHjrWYl7XY76pxBo8Z9bHn95VGnveF0wgroKQ4XYo4RoNcDF9VSJaB67IDOB3bMToMEdOP0CZVvxobaylNoS0CNapwAPRP2tNyuc4+r7nxu8vdK+oK59zv/xWEFdCRwnmwYI0A7Au8TUE9VO6BKM2yQnQYJ6IHQLly0J/poK5dgDwJqVOMEqPqd+MDQy0/Zf+umOZKWd9inveWgY3vCCujXkJ/DND6ATgG2q61KQPXkALoZyirFPUECOgTN3q15GHhFXZ7ZGL0IqFGNEaC/lGALY3HOhy/ed03vI3Zsa1G0ZIHzXxxWQJUtkPhBMowPoJcCgwiot2oOoJ2AH8U9QQL657rqsxBgq5Wp37s2QeJrAmpUYwToS8Dp9vsWffX6Q0POS3bapBEc39STTmgB7Q08KhnGBtDKTZCYRkC9VXMAPRr4UNwT6IH0H26gfgc1ezeVmqfeSk9IT0C9VkMKaH/L2zJsqfru/UmOp2JSQgzoo8AZkmFsAH0V2LvWKgHVkwOo+uP1FXFPsG/lXDL60lu1q9DP2yT5eqB+ElClYQA9CJjmUrUraE1oAf0hIX4xYU5sAO0F3EFAPVZzAL0SeETcw7MxOYaA2qoSP5Y2R0u3L/mIAqq9NDY9dxgXQCtao9FsAuqxmgPoUOA2cU/BAP37+MsDkdMIAW0QQN8DjqiLgtaEF9DzpL+ZiAugTwBH1l4loHpyAH0MuELcUzBAJ2KdQOQ0QkAbBFD1h/H1cQT0GenVLuICaFf9NTIC6qmaA+irQC9xT6CAVt/dbScjHUvQmoAa1fgAeiIwIY6A/lKKDXOHMQF0bhOsM7/2KgHVkwPox/oTeD1BArr2aMsRgRcQUKMaH0A7oLQqjoAqewCf5gxjAug9wKkeqgRUTw6gs4E9xT1BAjoO2PysY4GzLzhnNzQfG+g56QloQwA6E9iplovKRRTQy4Hbc4YxAfQA4CUPVQKqJwfQqkboIO4JEtBjse1fqdSJeDuVqrkY1wTpJwFVGgLQ0epPx3gCOhZI5gzjAejMUqy3xEOVgOrJAVTZEE3EPUECuh3uUP98GP9V/1yxZelMAmpUYwPo+cCD8QR0QTnaVNqH8QD0RuB8L1UCqicX0J2AeZl7ggS0Wfpd8FPRQ1u5F+cSUKMaG0D3AKbFE1BlP2CyfRgPQNVv/3e9VAmonlxAOwNfZu4JEtAN0oAuxJ7ayvvYgoAa1bgAurAcG9RySY/IAnoNMMQ+jAWgHyPzLisC6qmaC+gpwITMPUECehDuUv9c26R8lXozA00IqFGNC6DjtV8UxhTQN4Aj7MNYANpPXPaegHqq5gJ6MfBU5p4gAT0P2/6t3uyKN9Q/n8OmBNSoxgXQQcBNcQV0SXM0t1+mJA6AVm0KfOapSkD15AI6GBieuSdIQN8Ftr8vlboYO1emlu6IIwioUY0LoF2At+IKqHKoaT/NSBwAfSN7ECMB9VTNBXQUMDBzT6DvRDoNaJ9KfVeKpjs2QfoCSQQ0RoBWtUHjitgCqj7NuNY2jAOgZwFDvVUJqJ5cQF8EzsncEyigq4dt1kG9GZZ+I1LfIP0koErhAf0E2Le268JHF9BJwAG2YQwAXdwGZd97qxJQPbmAvg8cl7kn6JOJrNT+mHRG53NfDZJPAqql0IDeC1wWX0Ar26B8oXUYA0CfAQ7zWCWgenIB/RbYL3MPzwfqGAJqq9r96Jm++m9cAdXOWfR/1mEMAD0OeNBjlYDqyQV0cQLbZu4hoI4hoLaq3Y9tkfgxxoAONZ/2MZ3oA/prUzQVb6IhoJ6quYAqrdE6c0+wgK556sxntNtjuz9WTUDFVuMB6JwSbFVbNcqAfgzsZR1GH9CRwEleqwRUjwTQbZDIHOIWKKC/bgcM0xb2Ag6YR0AzW40HoM8Bp9VWjTKgykYom2sZRh/QQ4AXvFYJqB4JoPsBM417ggR0pepn6zHa0i2bAbuvJaBGNR6A9gPurq0aaUBPBp6zDCMP6A9laJt9dwAB9VSVANoNeN+4J0hA7wOuW6MvVg8BHiSgRjUegKo/hj+qrRppQO8BLrAMIw/oLaYDGAmox6oE0HOMM6oqwQJ6AI7JrpxgXvE/BLTQgC5uilaVtVUjDeh0YEfLMPKA7gZM9FwloHokgA4ERhn3BAloW4zOrjzFszGJrcYC0HeAw2utRhpQZbP0YQbZRB3Qz4HNqzxXCageCaB3ATca9wQJaGO8nF0Zx7Mxia3GAtBbgetqrUYb0F7AaPMw6oBeBVzlvUpA9UgAfQq4xLgnSEA3x8DsynXYLDA9UwRUS2EBPQ54pdZqtAF9GDjLPIw6oFvqv7X2WCWgeiSATjAuy6cEC2hfbLggs1yxEXoTUKMaC0A3Rtm8WqvRBvSHRPpIV5GIAzoR2LUOVQKqRwLol0Bn454gAZ1Rio6T9MWPd0OTGQTUqMYB0K8z340xBlTZHvjatBpxQM8Bbq5DlYDqkQD6K7CzcU+gB9LfBmDHXtfe2KeTuvBAkH4SUKXAgKq7t+fWXo04oOdkX23VEm1Al6yPkm/rUCWgeiSAKk2xoXFPsG/lfLI9jLS+O1A/CahSYEBVWx6pvRpxQJ8CephWow3oGOCQulQJqB4ZoB1QZhzOEPDJRFYMP2qrMmxyyHX/C9ZPAqoUGNBdgBm1VyMO6M+l2Mi0Gm1ATwZG1qVKQPXIAN0D+Em/pwBnY1rzT3Z55LoB4KmFgBYW0PllGVriDKh25Pnn2bVIAzq/GRr/UpcqAdUjA/RI4GP9ngKfzu6uoE58R0ALC+g44HgP1agDeilwZ3Yt0oA+aDqNuqcqAdUjA7QnMF6/h4A6hoDaqmY/rgVu81CNOqAvWdSJNKCHpU9/XYcqAdUjA7Qf8Jh+DwF1DAG1Vc1+qN+O73qoRh3QBeVoUynWogzoj42wbkWdqgRUjwzQW8Wl+QioYwiorWryo6o1miz2UI06oMq+wAdiJcqADgXOrFuVgOqRAfqIeFMsAXUMAbVVTX58COzvpRp5QAeYDz6PMqB7Aa/XrUpA9cgAHQf01u8hoI4hoLaqyY/h2esFxRvQ14AjxUqEAf0ygfZVtiEB9VSVAao+gThGv4eAOoaA2qomP3oAz3upRh7QinXQXJzDPcKAXgP0q2OVgOqRAfoj0Em/h4A6hoDaqiY/tkTiJy/VyAOqdDadgzjCgG4NTK1jlYDqkQFaWYbN9XsIqGMIqK2a9WN2Att5qkYf0BuAQZnl6AL6rv3k+h6qBFSPDFBlAzTT7yGgjiGgtmrWj6eBXp6q0Qf0HeCgzHJ0AT0fGFzXKgHVIwV0B2BBeoGAOoaA2qpZPy4F7vNUjT6gS9dF44XGcmQBrdwIJTPqWiWgeqSAHgJMTy8QUMcQUFs168c+wKeeqtEHVDnGOPO+EmFAx2aPOvNeJaB6pICeDLyVXiCgjiGgtqr46lncBG3EMTFxB/S27IWEIgtoD2BEnasEVI8U0AuBZ9MLBNQxBNRWFV89E4GjvFVjAOiH4oiVyAK6qCXKf8odElBPVSmgN2R+JBFQxxBQW1V89QwBrvdWjQGgVRugbK6+GFVAHwW6SoYE1FNVCuh9mYMzCKhjCKitKr56uprfFhh3QJUTgRf0pagCeiTwhGRIQD1VpYC+AJyXXggS0HP+70/7Xa/3CELPFAHVUjBA26HRAm/VOAA6ArhIX4oooD+Vo8VCyZCAeqpKAX0XOCG9ECSgQNmBt02vCYhMawho4QD9CtjTYzUOgH4lLsEYUUDvBHrKhgTUU1UK6AzggPRCsIBqadf7hd8IqGWrEQf0AeACj9U4AKp0QMns9EJEAd0neyBWXaoEVI8U0IoEtk8vBAnovKf7bpM2tGSfwZ+tJaBiqxEHtA/wuMdqLAA9PfMrxGgC+nUCGy6VDQmop6oUUKUl2qRvg34RafGYC3dMaIi26fEkATWqEQd0R8B0ffH4A/ogcHZ6IZqADgIukQ4JqKeqHNCtkFii3RbiVXhl3OW7l6iGBscnAdVSIEB/LUUHr9VYAPpdAtukF6IJaEdginRIQD1V5YDuA8zSbgsB6OpPhh3TnIBmtxptQMcCJ3utxgJQZVvjKXckAZ0MbCsfElBPVTmgXY0fS0ED+u/kGw9tmv5F6PonEVCjGm1ABwDDvFbjAWhf4AHtNpKAXmw6H1+dqgRUjxzQPsBY7TZIQP+aeO3+5for8afcPytIPgmolgIB2hmY7LUaD0CfAE7TbqMIaOXGSEyTDwmop6oc0KuNH6pBAlqaxnPj0x76IVg8CaiewgBa2RLNlnitxgPQn0vRXruNIqCvAPs4DAmop6oc0DuAm7TbgI8DbXvzT8HjqYWAFgrQKcDBnqvxAFTZBfhSiSagPYE7HYYE1FNVDqi6V3KZdhv4gfTbnP34nOD9JKBKoQBVf/T291yNCaCXAMOVSAL6Zys0mu0wJKCeqnJA3wB6aLdBAvrN/ae1138FevI906oJqNhqpAHtDrzkuRoTQMfo73yOIKAvmM88WLcqAdUjB/Rz4HDtNuhX4ec9e8FO6QPpm3e5iYAa1UgDuhlKfvFcjQmg88uxXlUkAT0OeMxpSEA9VeWA/gLsqt0W4jjQ31+/Zv/GPA40u9UoA/o90NF7NSaAKnunrwocPUB/a4LmC5yGBNRTVQ6o0hibaDeFAHTllBsPIaCmrUYZ0CeAs7xX4wJof+DWKAL6sPGbOmkIqKeqA6DtUa5d1iZoQFdOvalzk/QJRfYaRECNapQBvQgY5b0aF0BfBY6OIqAHG4d7S0NAPVUdAN0N+FkJFtBVH918mP4upA17P2+vENC6VcMC6F76ET0eq3EBtGIdtFwaPUBnlmID6YmYaq8S0EwcAD0C+EwJFtB10niWd759RrB4ElA9hQB0UTnWq0M1LoBq1wF/O3qAXg2c7zwloJ6qDoCepl/XJuDjQLe+5PXlweuZIqBaCgHom8AxdajGBtDrtevoRQ3Qn1shIT8RU61VAiriAOjl+lligwT0uAd+CV5OIwS0MID+F7ixDtXYAPo2cEjkAL0SOM7l7yWgnqoOgN4M3K4U5lX4NcG5KUJACwPo0cCEOlRjA+jSVmhaETFAZ7dA4guXv5eAeqo6APogMEAJHNB5gw5ZrwSptYN+JqDZrUYY0PVRvqgO1dgAqhwFjI8YoJcB3d22SkA9VR0AfRnoowQN6G36i/CpaiQCPYiJgGopAKAzgE51qcYH0FuA/tECdHZzlHxNQDNVvwH9AOiqBAzordrJRLppgLYALiOgma1GF9CHcq+vUySATgX2iRagFwEnryGgmarfgH4P7K0EC+gPCWz3vvZivPpvTqIk0FMqE9CCANoHeLIu1fgAWrU+GlVGCdBZTVH6CQEVVb8BXVqKLZVgAT0PrX5N6YCmVm2PswmoUY0uoB2NS2l5rcYHUOV44JUoAXqu9i5OAiqqfgOqtEULJVhAd8LVqQygqbuxFwE1qpEF9I8SbFGnaowAHQ70ixCgM5ug0ZcENFv1HVD1ycTCYAFthhezgL6BlgTUqEYW0AnAqXWqxgjQL4DdIwRoH6CXQkCzVd8BPRD4OlhAW+ORLKAPoBUBNaqRBfR64K46VWMEqNIBJb9FBtCvy9FoGgE1VX0H9ETgnWAB3Rs9soD2xq4E1KhGFtBD06fFrEM1ToD2AMZFBtBe+lGKBFRUfQf0POD5YAG9HRifAXRKIwwkoEY1qoBWN0eLnJP7FA2g9wOXRAXQ6eUo/0YhoKaq74AOAu4NFtDl7VHWf5EGaM2rbdD+fwTUqEYV0GlA57pV4wToTGCHqACqPls+V7sloKLqO6D3aOeXCfZA+umtAXQA/tMOSEwK0k8CqhQA0PuAa+pWjROgytbAomgA+nkZGn+rLRBQUfUd0OeAC4J+K2flpeXQs/engfpJQJUCAHoa8HLdqrECtA/wbDQAPRm4KL1AQEXVd0DfBk4K/mxMc+/v17XTKTe8WhOsnwRUKQCgm6J0bt2qsQL0caBvJAD9qBTrfJ9eIqCi6jug04GDC3M6u0KEgAYP6BzjSq51qMYK0Nkl2CwSgB4HXK4vEVBR9R3Qhenr08YF0NVr5Flb4zBIJ1XtMpRV1f++tfWs5rFVvZWqUTfvVq1x26oP1THqjmHhtyqiPQCF36o52nXECr9VUbU8AC7VGSVovjj/ra7NvW9t5su/OuXSlFZNW82rqu7KFnira1Pm5VT2Q1ugnfqf4rVqjY0vR0B/efutbIIEdIVDqmucJmpWpla7TGXVValUdT2rpq2ucquudRio/3X1reaxVXP1MuCpwm11lb2qPQAia+tUtaT+1SuA+9yqK922Wu26VS9VywPgUu0GDPRvq+ao3/erPVRr3La6Or9qjeP3ei1Vl+GKmjUeq+IB0LIVSpd7r1rjDdCPt4A5QQLKXfjgd+H3Ar6rYzVWu/DKW8A+9awWcBf+vQRazTGWuQsvqr7vwiudgB8C3YWf2xgEVLbVaAK6sBwbS34FWESALttcv5RtPaoFBLSL6WAzAiqq/gN6rPa+vCABPQs4ceL3P4oQUKMaTUDHAycXN6DLrwWurl+1cIBOUp+A/pxZIaCi6j+gZwL/FyigHXF8kGZaQkADB3QQcHeRA/o9sHlVvaqFA7QzMEisEFBR9R/Q/sDDQQJaU443C0CnHgIaOKDqruFnRQ5oak9gYr2qBQN0AtDmV7FGQEXVf0CHAbcECegy4PMC0KmHgAYNaFUbNF1V7ICOAM6uV7VggB4IDM6uEVBR9R/Q0UC/IAFd1RwPFYBOPQQ0aEA/Bg6SnUujqACtLEPrivpUCwXoG8AGC7KrBFRU/Qf0NaBnoL8D7YuOy4KnUw8BDRrQe4CBRQ9oqgvwdH2qhQJ0P223MhsCKqr+A/oJ0CVQQP/eDZ2/D97OdAho0ICeDrxGQNXdtmR9qgUC9GWg3ULTOgEVVf8BnQPsESigb7y4JUoP7DvoeiME1KhGEtBtkKgioFUt0fhn+TQMgO4LDDNPCaio+g9oVTk6BAoowAPppVuNIqCzE9hGek214gJ0WQ/g7npUCwPoGKC95Ve0BFRU/QdU2QiNAwW0uS0E1KhGEdDngDMIaGrZ/wH71qNaGED3AIZbpgRUVAMAdBdgblzOxkRAAwa0HzCKgKaWVW6CxLS6VwsC6DNAB+sxAgRUVAMA9FDgCwLqGAJqru4HfEVA1QfgUuC6ulcLAWjV7sB91ikBFdUAAO0BvElA/7+9O4GPojz8P/4NN56Itp601laUv1pt0V+rPb3a/lqfkBAROQWDgoiigoqK4gloRUUUREXlJ/VCBRFvKIr1QBTkkkMQlDPZoohAICSZ/848u8/O7M4zO7vZycLO9/N6tdnN+HU2k+RtLoI2AmqbbmiJVlsJaPQCvA8ck/m0IQB9EvjZRudRAqqmAQA6AHiKgGojoLbpW8C52wioeQFOAN7OeNoAgFZEH9jYpKMEVE0DAPQ24J8EVBsBtU3vjH7iSkCtCxB9t+mT8bQBAH0U+HnSB6AENDENANCHgesJqDYCapsWA1MJqHUBFjfGwRsynQYP6Ka2wKPJRwmomgYA6AtAOQHVRkBt0yPQZA0BlRfgTOCZTKfBAzoWOL4i+SgBVdMAAJ0FCAKqjYAmpvOAUyIEVF6A6GduJZlOAwd00y+AJ1OOElA1DQDQxcDpBFQbAU1MxwOXENDYBfh6X9c/zplfQB8E2qV8AEpAE9MAAN3YCL8goNoIaGLaB3iMgMYvQCdgdIbToAHd8FPg6dSjBFRNAwA00hqtCKg2ApqY/hL4nIDGL8ALwO8znAYN6CjgZJe/bISAqmkQgB6Hoh0EVBcBVdMNTXB4yluPn2lhAlpxOIrmZTYNGND1bYDnXKYEVE2DAPR3wNcEVBcBVdNXgFICmrgAlwFDM5sGDOhI4DS3KQFV0yAALQHmElBdBFRNbwRGENDEBZgFtM1sGiyg644AXnSbElA1DQLQPsBrBFQXAVXTc4AZBNR2AdoBMzOaBgvoncD/uE4JqJoGAegNwJMEVBcBjU/rWmGfjQTUdgFuBvplNA0U0LWHAVNdpwRUTYMA9D5gJAHVRUDj00Xyu84EVF2AhY1xSPKfO88foMOAP7hPCaiaBgHo/wHXEFBdBDQ+HR99O4kQUPsF+APwfCbTIAH9+hBgmvuUgKppEIC+AXQnoLoIaHx6EfBshIDaL8AYoCyTaZCA3gScqZkSUDUNAtBPgXMJqC4CGp8ei6IVEQJqvwCrW6Ll6gymAQK69mDgTc2UgKppEIB+DZxCQHUR0FhfFuF48ykBtV2AUuChDKYBAjoE+ItuSkDVNAhAI/vgcAKqi4DGehroYT4loLYL8CzwpwymwQG6pRWKXH9DvhkBVdNAAP0JmmzzOXWWxBcBTZoWFKBXAmPMpwTUdgE2/hiNFvifBgfozcA/tFMCqqaBAHoqsNbn1FkSXwQ0aVpQgP4W+Mh8SkDtF+BSYJj/aWCArj4Ajd7TTgmomgYC6N8A97/jOnXqLIkvApo0LSRAN7RAa+sX/RBQ+wWYAbTzPw0M0KuBYv2UgKppIID20H//LnnqLIkvApo0LSRAZ8a/SUFAHRegLfCu72lQgM5piUb/0U8JqJoGAmj0P1//53PqLIkvApo0LSRA7wGGWDcIqOMC3ARc7nsaEKAVpwPdPKYEVE0DAXQEMMrn1FkSXwQ0aVpIgHYGXrJuEFDHBZjfCIdt8jsNCNDoO/CPVnhMCaiaBgLoY8D1PqfOkvgioEnTQgL0Fyj6yrrJ6f5vAAAgAElEQVRBQJ0X4Axgst9pMIDO2w940VNBAhqfBgLoVKC3z6mzJL4IaNK0gABd2Qht5ZSAOi/A/UBnv9NAAK08Eyj1VpCAxqeBAPofr58hI6CpzwshoC8APQioVdIF+KoF9lnjcxoIoFHBW39JQOPTPAC6XPeLWFOnzpL4IqBJ0wICdAjwEAG1Sr4AxcA4n9MgAF3UCngkjYIEND4NBNDKpjja59RZEl8ENGlaQICeC8wloFbJF2AScJbPaRCA/h04N52CBDQ+DQTQyKHYx+fUWRJfBDRpWkCAHoLmuwioVfIF2HgIGi/xNw0A0LHAAQsIaGKaD0BPBL72N3WWxBcBTZoWDqCfAqcZBNQq5QKUA3f4m+Ye0OUHA6PTKkhA49NgAD0T+NTf1FkSXwQ0aVo4gD4K9COgspQL8CZwkr9p7gEVwJ8rCahtmg9AOx3Y9n1/U2dJfBHQpGnhANoXeIyAylIvwM+B2b6mOQf0SWDfeRECapvmA9BILX8fqC4CanYqMJ+AylIvwPXAQF/TXAO6/EfA3eYNAqqmBLQeEdBgAN3QAgd/S0BlqRdgXhEOj/9xzgYFtBNwWoV5g4CqKQGtRwQ0GEDfBv5CQGO5XID/Aab4meYY0GeAlnOsWwRUTQloPSKgwQA6AriBgMZyuQD3Al38THML6KojgNvlTQKqpgS0HhHQYACNfqo4mYDGcrkAXzbD/t/4mOYW0G5A+9hXDgiomhLQekRAgwH0GBR9SUBjuV2A84DHfExzCujLRWgW/+EZAqqmBLQeEdBAAF1RhGMjBDSW2wV4yvzzlOmnuQT0658CN8UPElA1JaD1iIAGAujzwIUENJ7bBVjfGk2+SD/NJaDlwAkb4gcJqJoS0HpEQAMB9DrgHgIaz/UC9AKGp5/mENDXG6HJTHWQgKopAa1HBDQQQM8GZhLQeK4X4HXgV+mnuQN07THA4MRBAqqmBLQeEdAgAK1sjeYbCGg89wsQBe39tNPcAdofaLsucZCAqikBrUcENAhAP7F+4TYBjeV+AQYDV6ed5gzQNxuj8du2gwRUTQloPSKgQQA6DriMgKrcL8AnRWhTkW6aK0DXHw9cYT9IQNWUgNYjAhoEoH2Axwmoyv0CmL9vZVq6aa4AvRr4+Vr7QQKqpgS0HhHQIAD9NTCPgKo0gI4EeqSb5gjQd5ui0auOgwRUTQloPSKgAQC6vhkOiRBQlQbQFc1wwNoGAbTqZOAS50ECqqYEtB4R0AAAfRP4W4SAqjSARv4GPNEggN4KtFnjPEhA1ZSA1iMCGgCgw+UfGSSgsXSAPmH9hyZ4QJe2QNHkpIMEVE0JaD0ioAEAWga8FCGgKh2g6w5E0+XBA1p7BnBR8kECqqYEtB4R0AAAPRpFKyMEVKUDNNLD/Ps1Agf0HuCwlckHCaiaEtB6REBzD+jyIhxnnxJQHaDTgFMDB3ROS+DplIMEVE0JaD0ioLkH9NnYb1snoLG0gFb+BPgoYEArTgd6ph4koGpKQOsRAc09oIOBe+1TAqoD1Pz59sEBAzoi+gl8RepBAqqmBLQeEdDcA3omMMs+JaBaQOcAbbzPWl9A5+0HvOTyCiagakpA6xEBzTmgla3RcqN9SkC1gEZOAd4KEtDK6H/NOhsElIAGFAHNOaDRj6p+65gSUD2gw4GLgwT0PqD1JgJKQIOKgOYc0LHA5Y4pAdUDuqwpWu0MDtBFrYBHDQJKQIOKgOYc0D7WH1CMEFCVB6CRc4GXgwP0f4G//JeAEtDAIqA5B/RXwOeOKQH1APRRoGNggD4EHLCAgBLQ4CKguQZ0fTMc6pwSUA9A1x2AZqs8/sX1AXTdwcCDEQJKQIOLgOYa0DeAvzunBNQD0EgX4D6Pf3F9AC0F/lhJQAlogBHQXAN6l/xVTBECqvIEdArwa49/cT0AfQ7Yb17yBYhHQNWUgNYjApprQMuAl51TAuoFaMVPgKf02+wBXXoocE+EgBLQICOguQb0aDT6yjkloF6Amj/29YsN2qNZA7q0HXBGZYSAEtAgI6A5BnR5EY5PmhJQT0C//aX8SNG9bAFd3BZoPde8RUAJaHAR0BwD+gzQLWlKQD0B3fIGcPBXuqNZArrkOOCgD6ybBJSABhcBzTGggxLfVCagsdIAapwJDNYdzQ7Q+T8DDvnM9tcap0RA1ZSA1iMCmmNAoxi8lzQloGkAfb8RWizQHM0K0Hk/BX40u5qAJqYENJgIaG4BrWyFfTYmTQloGkC/6+T6O4+tsgF03k+AH/8nQkBtUwIaTAQ0t4B+BJyRPCWg6QBd0AKN33c/mgWgHx8OHPlJhIDapwQ0mAhobgF9CLgieUpA0wEaudz6C47dyhzQDw8D2syNEFDHlIAGEwHNLaAXA08mTwloWkBXtlZ//CCpjAH94NCon5/ZpgSUgAYXAc0toCcDC5OnBDQtoJHbgF9Xuh3NFNBZUYp/vsA+JaAENLgIaE4BXdcMh6VMCWh6QNcfDTzudjRDQGdG/Tx2kWNKQAlocBHQnAL6OnBeypSApgc0Mg74yXqXo5kBOuMgoO1i55SAEtDgIqA5BfQO4OaUKQH1AWjlycBwl6MZAfra/sCJy5OmBJSABhcBzSmgJcDUlCkB9QFoZCrQ2uU3K2cC6Kv7Ab9UfhJQ+5SABhMBzSmgbdSvYooQUJUvQCNnA1elHs0A0Ff2BU5ekTIloAQ0uAhoLgFdCrRLnRJQX4DObozm81OO+gf0hRbA/9h/KQkBtU0JaDAR0FwCOgnonjoloL4ANf9yjy4pR30D+lxz4DerXaYElIAGFwHNJaBXA/enTgmoP0AXtkSjfycf9QvoM82A09e4TQkoAQ0uAppLQP8EzE6dElB/gEauAs5OPuoT0CeaAmeudZ0SUALq0XMi1jrzXtVj5Z2GPFcjD+nvEFB7OQO08kDsuyl1SkB9Arr6EODFpKP+AH28SdTede5TAkpAPXrADmjkSiG6C3HDVsPzDgF1lDNAPwB+5zIloD4BjQwHTqhwHvUF6Pion+cm+0lA7VMCqmmIWFFlVRe9c6MYEjHW9xf3G553CKijnAE6BrjSZUpA/QK64RhgnPOoH0BHNwJE6t9LR0BtUwKqqZeoUreXii7mR5ibSoorve4QUGc5A7SX8y/oJaCxfAMaeRxo4/wDnT4AvS/qZ4eNqUcJqG1KQN3bVdwjcWeCGGU9vUFM87pDQJ3lDNCTbL+KKUJAVf4BrTwNuM1xND2g9xYBpS5+ElD7lIC69424NnHnRjHLejrZ/Exdf4eAOssVoGub4gi3KQH1DWjkVaDVCvvRtIDeHvWza4XbUQJqmxJQ9z4Rd704oNNl96wy7/QSi6xnzhKDve4QUGe5AnS6/VcxRQioKgNAI38DBtiPpgN0GIAern4SUPuUgLo3TQhRepEQJa9E73QSa6xnzhX9ve6YrX9QtnmHe7vrNAfMqoxdHkfdpjujb8R+prWeZ92ZzdQwatNMa7I/q2M6ArjLbVptGNUZnnVn9g84ZWpegMS0JvuzZj11vwDu08+boNkS2/1a77PeGfWzfJv70fjUcQES0yqPf3Gas3pOd6c+T12AzKeqXZ7TunTTOsPIbupx0P809S0gy7PmHNBHRZePdhvbHhcdvjSMElFhPXOJKPe6YzavvWxLvR8Bi9cJeC/fj2Hv71Kgu+9/eGTUz/51AT4atkdXf0C/+kx+VPtPcZdh9FAfZ17ldceMgOa+o9H4h3w/hr2/Dfui0Tx//2jNNVE/rwv24bA9udz9Uc6F5oeWA8Vi684scZvXHbPv3pFt3urerlrNAbMfjB0eR6tdptujH8L7mdZkf1bNNEpazdZt2Z91m7Hd53QlcKLrdKdhVOX0rLszmVoXIDHd7Tnd5nVWr+l2r6n7BdBNhwBnJu7VVGuHa84y/dT/i2vib3KGy/Xa4fmyepw1m6m6ADuMH7I/q9e0Nt201jB0012eU4+D3tMq2zT1LaDO79RZYIBWiNI6Y5iYbd15WTxkeNyxx28i5eybSE8DPVyn/CZSBt9EikRW/wh4Xt3TfxNp1k+Aols8HhO/iWSb8ptIrm2fNl1+BWiJGGj+tOeD1p1h4jWvOwTUWY4AvQoY7ToloBkBGrkbaKd+pYAW0PEtgf1e9KKMgNqmBNS1uu7iU+vGQ2KsYSwSPaMfKxvfdyzb5nWHgDrLEaB/AN53nRLQzADdeBwwJn5HA+jGK6Ofvv/8Y0/KCKhtSkDde1Z0/zyK06Tirt9F7w0W99QYO28Qow3POwTUUW4Ardgf+21yHCSgsTIENPIUcPg3sdvugC7/Y9TPv6x0+XvhbRFQ25SAulfzhBBdy4tFV+sD0Q3dRedry0Tfrd53CKij3AD6PvAH9ykBzRDQyG+AobGbroD+uw1QdGWFy98Lb4+A2qYEVNcnt3TtNGh87MeRNo/pVVo+YXu6OwTUXm4AHZ3yd6IR0FgZA/pmEfZbKm+6ATq2BbD/xIjL3wvviIDapgQ0mAhorgDtCfyf+5SAZgpo5Dygr7yVCqj15c9jP5RTAiojoHmKgOYK0BOARe5TApoxoJ82Q7NPrFspgC77fdTPv30VmxJQGQHNUwQ0R4B+0wRHaaYENGNAI+VAqXUjGdAZRwGNb66MTwmojIDmKQKaI0CnAcWaKQHNHNBl+6PodfNGEqCjmgGtX0hMCaiMgOYpApojQIcl/yZgAqrKAtDIEOB086kD0PU9op++n/CZbUpAZQQ0TxHQHAF6HjBdMyWgWQC69ghgUsQJ6MJTo352/CbxDAIaj4DmKQKaI0CPQJOvNVMCmgWgkfuAYzc6AJ3+Y6DJzc4pAZUR0DxFQHMD6GLgJN2UgGYD6KbjgfvsgI5qCrR+KWlKQGUENE8R0NwA+hTQSzcloNkAGpkEHPq1AnRdl+in77+clzwloDICmqcIaG4AvdL2+y+SpwQ0K0AjfwSGxBX8/FdRPzutTZkSUBkBzVMENDeA/g74QDcloNkB+nYR9l0iFXzlkOQvf8amBFRGQPMUAc0JoBX744CUvxqSgMbKEtBIKVBuKWh++fPgqW5TAiojoHmKgOYE0NnAn7RTApoloJ81Q5OFOyNrO0c/fT9tseuUgMoIaJ4ioDkB9AHgau2UgGYJaKQvULpzbruonz3Xu08JqIyA5ikCmhNAewJPa6cENFtAlx+AottaAc1Hux8noPEIaJ4ioDkB9ARgiXZKQLMFNDIUZke+rZ0SUBkBzVMENBeAft0YbfRTApo1oGuPjPp5xlL9lIDKCGieIqC5APQVoIN+SkCzBjQyDrh0o8eUgMoIaJ4ioLkA9Bbgdv2UgGYPaOS1GZ5nJaAyApqnCGguAD0PeF0/JaD1AFT798LLKQGVEdA8RUBzAejhaJr8pwwjBFRFQAkoAbVFQNXUomwRcLLHlIASUAJKQBMRUDW1KHsSuNhjSkAJKAEloIkIqJpalF0BPOQxJaAElIAS0EQEVE0tys4APvKYElACSkAJaCICqqYmZZv2xYEpv4opQkBVBJSAElBbBFRNTcreA870mhJQAkpACWgiAqqmJmX3AYO8pgSUgBJQApqIgKqpSVk34BmvKQEloASUgCYioGpqUtYOcP11FwQ0FgEloATUFgFV0yhlqxvjp55TAkpACSgBTURA1TRK2RSgo+eUgBJQAkpAExFQNa22funvXZ5TAkpACSgBTURA1TRK2d9dfxVThICqCCgBJaC2CKiaRik7zPVXMUUIqIqAElACaouAqml15HPgFO8pASWgBJSAJiKgalodeQIo954SUAJKQAloIgKqptWRy4GHvacElIASUAKaiICqaXXkt8DH3lMCSkAJKAFNREDVtHrTPjiw0ntKQAkoASWgiQiomlbP0vwqpggBVRFQAkpAbRFQNa2+FxicZkpACSgBJaCJCKiaVncBnk0zJaAElIAS0EQEVE2rj0PR8jRTAkpACSgBTURA1XRzIxydbkpACSgBJaCJCKiavgmUpZsSUAJKQAloIgKqprcDw9NNCSgBJaAENBEBVdPzgDfTTQkoASWgBDQRAVXTw9FsfbopASWgBJSAJiKg8VYAv047JaAElIAS0EQENN4koE/aKQEloASUgCYioPEGAuPSTgkoASWgBDQRAY13OvBJ2ikBJaAElIAmIqCxNuyDgzS/iilCQFUElIASUFsENNZM4Oz0UwJKQAkoAU1EQGONAK5NPyWgBJSAEtBEBDTWecDL6acElIASUAKaiIDKKlujufvfaOyYElACSkAJaCICKnsX+JOPKQEloASUgCYioLI7gVt8TAkoASWgBDQRAZX9Dfi3jykBJaAElIAmIqBWm1phHw8YCGg8AkpACagtAmo1AzjLizICGouAElACaouAWt0K3EZAZQRUTQmojIBqI6BW5wDvEVAZAVVTAiojoNoIqNnG/bHvDwRURkDVlIDKCKg2Amr2BnCWp4IENBYBJaAE1BYBNbsJuIWAxiKgakpAZQRUGwE1+zPwNgGNRUDVlIDKCKg2Ahpt/T44YBMBjUVA1ZSAygioNgIabTrwF28FCWgsAkpACagtAhptCHA7AY1HQNWUgMoIqDYCGu335h+EJ6CxCKiaElAZAdVGQCOR9S1w4CYCGo+AqikBlRFQbQQ0EpkK/D2NggQ0FgEloATUFgGNRAYDwwmoioCqKQGVEVBtBDQS+S0wm4CqCKiaElAZAdVGQCPfNEPrCgKqIqBqSkBlBFQbAY28CIgIAVURUDUloDICqo2ARq4C7o4QUBUBVVMCKiOg2gho5DTggwgBVRFQNSWgMgKqjYCuaYpDKiMEVEVA1ZSAygioNgL6PFBqTQmojICqKQGVEVBtBPQKYJQ1JaAyAqqmBFRGQLUR0F8Bc6wpAZURUDUloDICqi30gK5qjMPklIDKCKiaElAZAdUWekD/BXSSUwIqI6BqSkBlBFRb6AG9DBgtpwRURkDVlIDKCKi20AN6EvCZnBJQGQFVUwIqI6Dawg7oikY4KjYloDICqqYEVEZAtYUd0IlAl9iUgMoIqJoSUBkB1RZ2QC8BHo5NCaiMgKopAZURUG1hB7QdMD82JaAyAqqmBFRGQLWFHNDljfCz+JSAygiomhJQGQHVFnJAnwB6xKcEVEZA1ZSAygiotpADejEwPj4loDICqqYEVEZAtYUc0LbAoviUgMoIqJoSUBkB1RZuQJcW4Vg1JaAyAqqmBFRGQLWFG9DxQG81JaAyAqqmBFRGQLWFG9AewAQ1JaAyAqqmBFRGQLWFG9CfoegLNSWgMgKqpgRURkC1hRrQRUC7xJSAygiomhJQWTgArd7tXm2d5oCVUeNx0G0affXVZjmtx1nlyqiLnt5rWud11pTpk8DlmU1r1Quf/VnrMTUvQMOf1Z77BQj6rGrquADBn9XlRVUXoMbwWLpObWet17TO0O2DOmutYb+d/Bbg9RbhmCbNnOUf0CpNNXW6I9F2GtUeR92muwyjJsup7ay7vKa1mgPRV122U9ez9gSez2wafa27vNCZndX/dFfy1LwAqtqMpo6yn7pfgMR0p9dZazzP6mfquAANdlZ76gJ4T+u8zlpdv2md9n09zdTjYFXdbp/T1LcA31NnSXzlH1B+Cp/pp/Bt0Gh5YspP4WX8FF5N+Sm8LByfwhPQDAGdD5xomxJQGQFVUwIqI6Dawgzog0A/25SAygiomhJQGQHVFmZALwAm2aYEVEZA1ZSAygiotjADehQar7RNCaiMgKopAZURUG0hBvQT4BT7lIDKCKiaElAZAdUWYkDvAwbYpwRURkDVlIDKCKi2EAPaEXjOPiWgMgKqpgRURkC1hRjQw9DkK/uUgMoIqJoSUBkB1RZeQD8ETnVMCaiMgKopAZURUG3hBfQe4CrHlIDKCKiaElAZAdUWXkCLgcmOKQGVEVA1JaAyAqottIBW/gjNvnZMCaiMgKopAZURUG2hBXQ28BvnlIDKCKiaElAZAdUWWkBHAIOcUwIqI6BqSkBlBFRbaAH9BzDFOSWgMgKqpgRURkC1hRXQitZottY5JaAyAqqmBFRGQLWFFdBZwO+TpgRURkDVlIDKCKi2sAJ6BzAkaUpAZQRUTQmojIBqCyugfwWmJ00JqIyAqikBlRFQbSEFdNOBaLk+aUpAZQRUTQmojIBqCymg7wB/Tp4SUBkBVVMCKiOg2kIK6DDgpuQpAZURUDUloDICqi2kgJ4NvJE8JaAyAqqmBFRGQLWFE9CN+2PfDclTAiojoGpKQGUEVFs4AX0DODtlSkBlBFRNCaiMgGoLJ6A3AcNSpgRURkDVlIDKCKi2cAL6J+CdlCkBlRFQNSWgMgKqLZSArt8HB2xKmRJQGQFVUwIqI6DaQgnoq8BfU6cEVEZA1ZSAygiotlACej1wR+qUgMoIqJoSUBkB1RZKQH8HzEqdElAZAVVTAiojoNrCCOi65jioInVKQGUEVE0JqIyAagsjoFOAf7hMCaiMgKopAZURUG1hBHQQMMJlSkBlBFRNCaiMgGoLI6C/AWa7TAmojICqKQGVEVBtIQT0m2Y4uNJlSkBlBFRNCaiMgGoLIaCTgWK3KQGVEVA1JaAyAqothIBeBdzjNiWgMgKqpgRURkC1hRDQU4EP3aYEVEZA1ZSAygiotvABuqYpDnX5EigBjUdA1ZSAygiotvAB+hzQ0XVKQGUEVE0JqIyAagsfoAOA+1ynBFRGQNWUgMoIqLbwAXoK8InrlIDKCKiaElAZAdUWOkBXNcYR7lMCKiOgakpAZQRUW+gAnQRc4D4loDICqqYEVEZAtYUO0H7Ag+5TAiojoGpKQGUEVFvoAD0RmOc+JaAyAqqmBFRGQLWFDdAVjXCUZkpAZQRUTQmojIBqCxugTwFdNVMCKiOgakpAZQRUW9gA7QOM1UwJqIyAqikBlRFQbWEDtB0wXzMloDICqqYEVEZAtYUM0GVFOEY3JaAyAqqmBFRGQLWFDNAJQE/dlIDKCKiaElAZAdUWMkB7A4/qpgRURkDVlIDKCKi2kAF6LLBINyWgMgKqpgRURkC1hQvQZUVoq50SUBkBVVMCKiOg2sIF6OPAxdopAZURUDUloDICqi1cgF4EPKGdElAZAVVTAiojoNrCBejPULRUOyWgMgKqpgRURkC1hQrQb4B2+ikBlRFQNSWgMgKqLVSATgQu0U8JqIyAqikBlRFQbaECtBcwUT8loDICqqYEVEZAtYUK0KPRaLl+SkBlBFRNCaiMgGoLE6DzgZM8pgRURkDVlIDKCKi2MAE6BrjMY0pAZQRUTQmojIBqCxOgnYFJHlMCKiOgakpAZQRUW4gAfbs5Gq/ymBJQGQFVUwIqI6DawgPo8jZAd68pAZURUDUloDICqi00gFacDZy4wWtKQGUEVE0JqIyAagsNoEOAfb/wooyAxiKgakpAZQRUW1gAndIYGO9JGQGNRUDVlIDKCKi2kAC65MfApd8SUD9TAqqmBFRGQLWFA9CNvwXaryegvqYEVE0JqIyAagsHoP2Ag+ZFCKivKQFVUwIqI6DaQgHo00Vo9HyEgPqbElA1JaAyAqotDIB+cgBwXYSA+pwSUDUloDICqi0EgK47CfjjpggB9TkloGpKQGUEVFsIAO0CHLnMvEFAfU0JqJoSUBkB1Vb4gN4PNH3NukVAfU0JqJoSUBkB1VbwgL7XAhghbxJQX1MCqqYEVEZAtRU6oCuPBjrEbhNQX1MCqqYEVEZAtRU4oJXnAcd8FbtDQH1NCaiaElAZAdVW4IDeArSYFb9DQH1NCaiaElAZAdVW2IC+3hQYo+4RUF9TAqqmBFRGQLUVNKBfHAb0StwloL6mBFRNCaiMgGorZEAr/gycsDZxn4D6mhJQNSWgMgKqrZABHQi0+tR2n4D6mhJQNSWgMgKqrYABfaYIRRPtBwmorykBVVMCKiOg2goX0HmtgascBwmorykBVVMCKiOg2goW0PUnA7/b6DhIQH1NCaiaElAZAdVWsIBeBPxokfMgAfU1JaBqSkBlBFRboQI6HmgyLekgAfU1JaBqSkBlBFRbgQI6ex/g1uSDBNTXlICqKQGVEVBthQnomrbAXyuTDxJQX1MCqqYEVEZAtRUmoOcDR69MOUhAfU0JqJoSUBkB1VaQgN4FNJ+ZepCA+poSUDUloDICqq0QAX2zGfCAy0EC6mtKQNWUgMoIqLYCBHRFG+B8t4ME1NeUgKopAZURUG2FB2jFWUC7b9wOElBfUwKqpgRURkC1FR6g1wL7feh6kID6mhJQNSWgsgIDtOqx8k5DnqtJfjYBNQF9qTGKnnA/SEB9TQmomhJQWWEBGrlSiO5C3LA16fkENErZVwcD/TUHCaivKQFVUwIqKyxAbxRDIsb6/uL+pOcT0Oir6wzg1PWagwTU15SAqikBlRUUoEtFF/Njz00lxZUE1FHlotd6Aocs1B0noL6mBFRNCaisoACdIEZZT28Q05wHQgtoFM5Hburx5583Q7TGL2n/vQTU15SAqikBlRUUoDeKWdbTycmfw4cO0MpFr0fhPFPCGe8G/b+XgPqaElA1JaCyggK0l1hkPZ0lBjsPhAZQVziBRkf+5oIbJ3v8ewmorykBVVMCKisoQDuJNdbTuaK/fMb6B2Wbd7i3u05zwKzqwz4X6+tzacqz+g6+/vprB1ldP3iQvmuv8zhon/ZPPeslsRu9Ojo675xzzj7rrDOPbZ4E51FndL1h3GuLt0RfnJpar5fV2Olx1Ne02jCqM5zuzP6sKVPDsP3jNTXZnzXrqfsF8HfWWu+zVvmYOi5AZtNszro79XnqAmQ+Ve3ynNalm9YZRnZTj4P+p6lvAVmeNV+AlogK6+kSUS6fMa+9bEtW/7qnsLfW6Kjf97h5woyVu3J1ZRlj+arBAO2hPgK9Sj4jbIASTsYKrgYDdKBYbD2dJW6Tz9g6R7Z5i3s7azUHzLZumD5V3xtvpz7v1XfeecO68co7ntO3PA6mn776rqOPPo+2YCb9PHAAABG0SURBVNWqFZ8vWvOdx4tTXeNx8Adjm9d0t49pVfSzpyyn7u3OZPq9YdhevjTTH7I96zavqfsF8DXdsrs627PGp84LEG+757TG66xpprtSn6cuwHZja4ZT21m9prXpprWGoZvu9Jx+73VWr+kO2zT1LaDO79RZvgAdJmZbT18WDzkPhOabSB7TnV5n5TeRfE35TSQ15TeRZAX1TaQJ4kHr6TDxmvMAASWgtikBlRFQNSWgZotEz53RJ993LNtGQJMjoGpKQGUEVE0JqNVgcU+NsfMGMTrp+QSUgNqmBFRGQNWUgFpt6C46X1sm+vK3MaVGQNWUgMoIqJoSUNnmMb1KyydsT342ASWgtikBlRFQNSWgnhFQAmqbElAZAVVTAuoZASWgtikBlRFQNSWgnhFQAmqbElAZAVVTAuoZASWgtikBlRFQNSWgnhFQAmqbElAZAVVTAuoZASWgtikBlRFQNSWgnhFQAmqbElAZAVVTAuoZASWgtikBlRFQNSWgnhFQAmqbElAZAVVTAuoZASWgtikBlRFQNSWgnhFQAmqbElAZAVVTAuoZASWgtikBlRFQNSWgnhFQAmqbElAZAVVTAuoZASWgtikBlRFQNSWgnhFQAmqbElAZAVVTAuoZASWgtikBlRFQNSWgnhFQAmqbElAZAVVTAuoZASWgtikBlRFQNSWgnhFQAmqbElAZAVVTAuoZASWgtikBlRFQNSWgnhFQAmqbElAZAVVTAuoZASWgtikBlRFQNSWgnhFQAmqbElAZAVVTAuoZASWgtikBlRFQNSWgnhFQAmqbElAZAVVTAuoZASWgtikBlRFQNSWgnhFQAmqbElAZAVVTAuoZASWgtikBlRFQNSWgnhFQAmqbElAZAVVTAuoZASWgtikBlRFQNSWgnn37X/d27NYcMNtct9XjqNt085Yt31k3vvWcVlV7HPy27vtsplu2bMl2avad53Snn+m3W7Zsdpnu8pxu8TprRlPzAvibbvE8666dntPv9AfdL4CvqfdZv/ecVsemjgvgc1rleVbde41uqi5A5lPVVs/p7h2e083uF8HfNMuz/mCbpr4F1PidOkviK/+ANlDz27e/Iz9n3ta+fc/8nFn1dPv2L+fv7LwA+b8Ak9q3fynPD+H89u3r8nf2oC4AAQ28PeDdJ/R+hP4CEFACWr8IaN7iBcj/BSCgBLR+EdC8xQuQ/wtAQAlo/SKgeYsXIP8XgIAS0PpFQPMWL0D+LwABJaD1i4DmLV6A/F8AAkpA69fWOXO+ys+Za+bMWZyfM6s2zJlTkb+z8wLk/wJszOsFsFowZ04ezx7UBQgNoIwxlusIKGOMZRkBZYyxLCOgjDGWZQSUMcayrGAB7S1UjziPDBVfBnniRUJ0rYnfmS3EZUGezKvhQjzX8GfdY178aF+JkjyeXfMI3hCPNcy58/P6tzXnzsvP73blxA15ewBLx/XvXFY+clZtypG6me/l6BwFDGinC2M96TwSPKBibvzO8PwJ8kNpXs69p7z4ZqEGNE+vf1XVdUKUlncWomxGfh7A9hHmR08l0f9dtjL5WK24MEdnKWBAP9McCRzQYnF/7HZVWXHe3ojfFH07iFUNfto95cU3CzWgeXr9q+4Wl86tM4zIY6LD0nycf9vlosOTi7ZXr5zeTZyf/GO4BDRteQT08m6dd8nb74kbdYJsC/IxmA0RU28RTyTu19Q4Dgd1fp8vfoOkA3RXg/2JmDwCmvz6b+C+F8Ub5a3x4ka3fyDp7THn3SV6L5O3vh0qem51HiSgaUsCdMujgzpdcv8a82YU0Hk3dO55x0fBnHiRGPiwiP277xKvxwT57I5+ZRcPs/4oxtti+vZRnSYGc3ZVRXGHb98RvSQVQ8V3EzqL3iM+C/78aV78meJ26xnfdSjbHtAjSCT5el68aN0bZX5pYZaYtuwKUdJvQuD/AdM9ggYC1P76d5zfMBaO7NFvzOaJ2o8wctKn4pLYreWis/XU8S5oe3sMpi9E4uXb2lVMMp8uG9W36y1Tag1jpPnJfaecnCckgC7pKUouKRWlsw3ztfdosejRQYgnAzlxVJCF4h7r5o6yS5dJQcYJ0f2yzkJMN0zApl4rukwN5OSJXhC3GdtKxULrzlBxuzBf5OLJgZ8/zYv/Q0nHKvM508XIgB6ALVdAH+pUfMWVxWJI6ncWGuYRNBCg9te/E9B3SsSF3cVFw4IFdKEojX0EWrfV+vDP+S5oe3sMpvuF7VdfTBc9ov8leaNUdCovFjdvM14fLUrHPKIfZ1A4AN3VSzy1y9j9XHHH9eZrT1xbYeyYJMSCIE4cFaSu5/mWErPE08stQVaIsuijqXlV9DZMwMr7LQ/izI76i+hb6h3iIetO9EUetNGo+pcwv3oR7PnTvfi3iP+Yx64XAX0CYM8VUNF/Q/RRlogG+dPp+QPU/vp3nL+ipOPsOmNBFxEsoFU9RbcXbd+AT34XTLw9BtNF4p3EnYgQa4yvi0tn1hobBogJ/BTeR71F526y18z/HI+ynjnGfIMaKrpZ799jxXVBnDgqiDHefOs1337XSEHe6jTWOtZd7DABC/aLsFYrhfmFyFmiy27z3lDRxfqEeZz5CXSw50/34r8p/hm9FSm+sDq4xxDPFdBi6xsrI8UbwZ8/j4A6Xv+O8z8s/mXenhEwoMYXPaOfJpc/MLNS3k16F7S9PQZStRD2b111Eh8bd8mf6louygmojxI/BzrFMK6LXc0lop/52nvaulMhOgTxdWxTkC/E8Oit7aWXGcvt30X5tqPYbgJ2VQCnTepxMcYwvw0efcMxzBdZfjehQnSsC/j86V78LcWdo+/TU6yHF3SugMoX/knrqyn5eAQNA6jj9e84/0XCIm1Xp4ABNapmDu9qvv8Nsn7kMuld0Pb2GEhbhNhsuztAvFNXWmx9KaHu1Wl1BDR9jk/hu4vRY81GiVLztfeBfG5XEcTP+JqC1PXuuN38hskzSpC6Ne9PfqCXkIAG/+W/2p7yU9SR4m7zyVAxSz6/q4gEfP60L/4Q8xVzTeyLs8HmCqj8+uzEwgbU+fq3n39XcZn8R/oHDahhvtpfvaNMiMeNlHfBWfIfMN8eAyn6Eegy290u4qMK0Stxn4CmzQ7o7sSfShI10dfeF/LZV4ggfkDNFMSYIP5tGLeJb+KCvNIjeuoud3aWgI4L4LTO5qmXt2yHYb7Bfi6ff2X0RQ72/Glf/GnRz+E2xn88INhcAZUf+hY4oM7Xv/3866yvw0e7sQEANds+1rQs+V3Q9vYYTD3tXwP9VohVi8XViWcQ0LQ5PgLtWrw7cWeo+FDe6O74KD9XWYJ8aX0PdIARE+Ql0Xnigu8No1wCmpvv/3l1n+h2mVWJmGmYL/K78vk9xMaAz5/2xY8U96h7IeAfUJx0mfVTWqscfI1sSED1j6BBAHW+/u3n3yZiH4EOCBbQcbd/E795jZic8i5oe3sMpnutLyPFekv0rlsr+iSeQUDT5gB0kLB+/MzYtmi1+dqzvopu/FeUBfFhkCWIcUnJ1hnmF62lIL3F/NiDahhAd6ovcI0UwwzzRX7KurdZlNQ0BKBeL370lfHFFQH/EZmH5VcpFlg/gfi8kD8sc2VDAqp/BA0BaNLr33H+bvKz5poLggX0VvFW/OZt4tmUd0Hb22MwLRTxj3IN44fuYpKxu0OJ9b1j44HbtxLQ9DkAnSgesJ4+Kp4xX3s9rD8p84gYEcSJpSATxVvDxLq4IB3FD+ahjcUNBOi7olvsDfND0WGL+SJ3td54HjX/UEhDAOrx4kc/Hr0t6D+fNEWe4CVxbfT/J8svWawqbkhA9Y+gIQBNev07zj/SfB+wfp4rUECnivLYn/6p7GR+wTvpXdD29hhQt4ry2A+bbBkmelWZX3yfYt5bI3ryI1AfOQDd1lWM/8GonV58/ibrh9Bu+K+x85ni4q+DOLEUZLW4usR8KgUZKMy/0OrzPkJUNAigt4qxsVu7LhCvWi/ydRFj53PF5pd/GwJQjxff2CgC/zVBXxWLyXXGF92sj7w+EhesNowN/UVDAqp/BA0BaNLr33H+DaVlHxjGkq4dxLwgH8KuvqLHvytrje3/udT6Rlbyu2Di7TGgtvYVJROXVtWseaO7uND8bSJfiLLZdUblQPPLR7WiZGduThMOQI25F4rifl1EB/OHuIeK64ToXSJKXgvkxFIQ4zJhve9IQT4Wot9NF4ubrhF9ZzUAoFtsPyY+Sgw2X+SR1otcbH7w0RCAerz45meSgX3lK94kITr3FGKw+XHYrgGiZPDAEnFNg34TSfsIGgDQ5Ne/4/zGax1Et55i2I1iSaAPonKA+buQyqL/d5NllfNd0Pb2GFRbb4+eu7g0+n9D5UdKUa879ysRA83PP7uIfrfm5CwhAdSoGDPw/L73Wl/XHipqXh/WvfzugP4oSkyQZ6QSsW9Dz7+xa8/b3q5deHXZiw0A6DTRW311d675OIaKL+bedVHPO60/Ct0ggOpffMP4l/V5bbB9OvSizoNfkp/Hbhl7SQdR9vqUhv0uvO4RNACgKa9/+/mjnwoMu/Cip3YPFKuDfRS1M+7oXdb16nviP7DmeBe0vT0G1+KH+3XuPOj+T+L3F4zo0/maydY3s2aXl/bLyTkKFlBma2iAnypl3r0N8yNE9nav39XQp9zDHoE6/5b/WoLUdRNVeXswe9bbY70ioGFoj3qD3V5WsiXfjyHEjZY/IDlXDMrfY9ij3h7rFwENQ3vQG2zt7nH235PDGrr5xT0+rdryQXfxfv4ewx709ljfCGgY2oPeYG/uKEqC/11UTN9L5t9yIc4P5luo/tqD3h7rGwENQ9MfCfrb3r57pNOAT9L/UyzANr700IQZFfl8BHvQ22N9I6CMMZZlBJQxxrKMgDLGWJYRUMYYyzICyhhjWUZAGWMsywgoY4xlGQFlhdEhGJrvh8DCFwFlhZE7oGs//rTBHwkLUQSUFUbugA7FIQ3+SFiIIqCsMCKgLA8RUFYYEVCWhwgoK4wIKMtDBJTt3b3690ObH33pcgXozL5/OnS/dudNrY3e7gcr6++D3HbPb1vv98t+y/L5WFnBRUDZ3tzuQdLIli9LQKu7INb/1jgAnX+UvF00PN8PmRVSBJTtzfUBDuo/cfjv0LKZBehIoO0/p7w8si1wn3k8/il85UFA5/HPX3sgMCKfj5cVWASU7cUtboTjvow+rb0i+sGlCehPcfxW88D3R6PYfBoH9Ao0mWo+XX0cWq7J04NlBRgBZXtx5wMfWzfq/p8F6M42Rz0oj/TCieaTGKCrmyH2d6jNBG7KwwNlBRoBZXtxh+Gc2K3H4Pwu/D8cgD4MrI0dOBZ/brjHxwo9Asr23rYm1FyeuFm37v1Hy+AA9CocGd904A82sdxFQNne2zzgidjNqhigiwec3FJ+v90O6Hmw1ShPj5YVYASU7b0tAZ6M397HAvTuxkCzX3e+5a2LHYCeZgcUu/PzaFkBRkDZ3ltVkfq8vdL6CHRm9APPV3ea9/s5AL0Ap+fpIbLCjoCyvbgjcG7s1tsWoD3QcpO838cB6M04tC72D9bU1Db0o2SFGwFle3FdgDny1jkWoGfiBHm37hQHoFOBqfJAZH/+GBPLXQSU7cUta4x2q8wbd8sfpL8ELSrMu1WXA+3MG0NxkPmk7jS0fte8sUugaGW+Hi0rvAgo25srBw4e+K8H/oLm7UxApwAnPLtg1uhjsC8avbnVMG5F0cuLNxjGh0Vo2nPc9PuP58/Rs1xGQNneXFXsB5RavHCh9f2k8thPKl33QvT/SwxjWvyXicw4Mnbkinw/ZFZIEVC2dzf57z9udmTPxYYE1JhyTpvmR5cvNGr7tmp5ZfT+XT9tfuQk88C31510wP6/7rU4rw+WFVoElDHGsoyAMsZYlhFQxhjLMgLKGGNZRkAZYyzLCChjjGUZAWWMsSwjoIwxlmUElDHGsoyAMsZYlhFQxhjLMgLKGGNZRkAZYyzLCChjjGUZAWWMsSwjoIwxlmUElDHGsoyAMsZYlhFQxhjLMgLKGGNZRkAZYyzLCChjjGXZ/wfKEfg3KCEjTgAAAABJRU5ErkJggg==" width="672" /></p>
1709 <p>The ggplot documentation for <a href="https://ggplot2.tidyverse.org/reference/scale_date.html"><code>scale_date</code></a> can give you some other examples and ideas. Also, notice how I appended the <code>scale_date</code> layer to my existing plot and stored it as a new object? This can make it easier to work iteratively on a single plot, adding new layers as I go without losing existing material along the way.</p>
1710 <p>Now I can fix up the y-axis labels a bit using a call to the <code>labels</code> argument after I load the <code>scales</code> package (why doesn’t ggplot support this kind of labeling itself? I have no clue).</p>
1711 <pre class="r"><code>library(scales)
1712 plot3 &lt;- plot2 + scale_y_continuous(label = comma)
1713 plot3</code></pre>
1714 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" width="672" /></p>
1715 <p>Nearly done. All that’s left is a title and better axis names. I’ll do that with yet another layer call to <code>labs</code>. The arguments here are pretty intuitive.</p>
1716 <pre class="r"><code>plot4 &lt;- plot3 + labs(x = &quot;Week (in 2020)&quot;, y = &quot;New cases&quot;, title = &quot;COVID-19 cases in Illinois&quot;)
1717 plot4</code></pre>
1718 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" width="672" /></p>
1719 <p>Last, but not least, I mentioned in our class session that ggplot also has “themes” that can be useful for styling plots. One I have used for publications is the “light” theme. Here I apply that theme as…yet another layer:</p>
1720 <pre class="r"><code>plot4 + theme_light()</code></pre>
1721 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ljtdG3ZSbYFDkA30U/22U5cjq5nwEXlnF8iPabeu+4Oe2u78xzqXelMrdkWXdWXxmilH/90grbHaL/T92qsPhIV094aWGdrO1O2P2hvjf/Oy/T13q6rTrc/eO+N1ZvD9baSO1kJE1DlHu1H2PjAdtpNP+f2gh4TwzBW4gWosvCsOtY+kpvbPg9V1g7ZxCqUHOs6za92NWPHOZZ8L2v8QNBljV3fwt9pXGE5cZnkfETV19U1eu73i75g2X7GfJtXtd2v9O2vOt46mukI8xShH7UzlpSeuVxfILuTmVABVZ5qamy37jWu84EGPSaGYazEDFBFKb/7yC2b1m3Z5ewRFc7CqrcH7LpZvaYdu93t2TGxqi2wkV05GaCNtj76ieCDE927MU2/6IDmzXb+n/Qce4oy+eqdmzfete+L1umZRyQ7lbU66P5/FeX7fRs2Fbu0/nTWgR3KOnTtbzsN/Or/+2+7ss26XpA66kpyJyPhAqosvPPANnU32XXg3+7tBT0mhmGsxA5QhmGYQgkBZRiGqWEIKMMwTA1DQBmGYWoYAsowDFPDEFCGYZgahoAyDMPUMASUYRimhiGgDMMwNQwBZRiGqWEIKMMwTA1DQBmGYWoYAsowDFPDEFCGYZgahoAyDMPUMASUYRimhiGgDMMwNQwBZRiGqWEIKMMwTA1DQBmGYWoYAsowDFPDEFCGYZgaJjaAfjVens8+8ynoGRtU/FSybNwnn4XS18pn4/zWUlcbV/O+Y/36asms76eye+WgrzTuvuM+sS0YF/jLr/nvIfBJ/eyToFUDf9LgwRL4eM3iWNm9QhuEsr7W0x/C4NaSfrB84vfjRjEIPU9/DfvOdboVG0BHfzZRmm++kS/XM+HLgOLELyTLvhv3rdH325z2tfK1X98v1dUmfJX7vlq+y6jv57Kf6qvvsu4rjbuv9YvX8u3XNe775YSAYmDfb8YFrRrYN3AQBj9es/il7F45HtypvrLBYj79YQxuvW/awTLO7+n5OoJB6Hn6a9R3wsjpTrfiA+hf8uX//huwUtX8oJbzJMvWl68WEytWBaxZuWBD+1pZttqnMH+OolQsqnHfpWsCiusWZ9J31kJJccm6gDXXLsmkrzSL1jvn15XbfoA1y2rcd2FlQHH18oDiyvKgVRdUBa26IughBT7eedXiVnv6Pfl3ZcCaGz64rUgHt/n0V8qGQWZ9fQe3lvSDe6rf0750bcCamQ1uaeyD2/P012hwVxFQAuoIARUhoBn0JaAElIA6Q0BFCGgGfQkoASWgzhBQEQKaQV8CSkAJqDMEVISAZtCXgBJQAuoMARUhoBn0JaAElIA6Q0BFCGgGfQkoASWgzhBQEQKaQV8CSkAJqDMEVISAZtCXgBJQAuoMARUhoBn0JaAElIA6Q0BFCGgGfQkoASWgzhBQEQKaQV8CSkAJqDMEVISAZtCXgBJQAuoMARUhoBn0JaAElIA6Q0BFCGgGfQkoASWgzhBQEQKaQV8CSkAJqDMEVISAZtCXgBJQAuoMARUhoBn0JaAElIA6Q0BFCGgGfQkoASWgzhBQEQKaQV8CSkAJqDMEVISAZtCXgBJQAuoMARUhoBn0JaAElIA6Q0BFCGgGfQkoASWgzhBQEQKaQV8CSkAJqDMEVISAZtCXgBJQAuoMARUhoBn0JaAElIA6Q0BFCGgGfQkoASWgzhBQEQKaQV8CSkAJqDMEVISAZtCXgBJQAuoMARUhoBn0JaAElIA6Q0BFCGgGfQkoASWgzhBQEQKaQV8CSkAJqDMEVISAZtCXgBJQAupMSIBWv/aHcwEBlRQJqAgBzT4EtKgAvQuNZzgWEFBJkYCKENDsQ0CLCtDDgQscCwiopEhARQho9iGgRQVoW6D+bPsCAiopElARApp9CGgxAboYai63LyGgkiIBFSGg2WfUb6ulWbxYvlzPyjkBxdWzJctWlC8z+i4N6jt3Q/taWejXd86s1av/nVfjvguWBRRXzM+k7wzZT7VgRcCayxdk0leS0RqgDafblli/eC3LFtaw7+rVc1cGFJctCiguKQ9ade6qoFWD+gY/3tlGX+3p92TxkoA1N3xwp/rKBqH59K+s+SD0Hdxa0g/uqX5P+4LlAWtmNrjlfW2D2/P012hwrxw51elWfAD9eZk08+fLl+tZOiuguExWXFy+0Oi7MGDNJRvc18o8v76zZqh959S479ygx7s4o77TZ8v6Lg5Yc9HcTPpKcg/QALjUtmRx+SJb33k17Lts2eylAcWFQX0XlC+pad8FQYMw+PHONPpqT7+374KANTd8cFuRDm7z6V8iGwaZ9fUd3HrftINwqt/TM3eRT0FLZoNb3tc2uBeUu57hGg3uJSP/cboVG0D5Fr6Y3sKfCwwpRSPbBvkWXlLkW3gRvoXPPgS0mADdD5hyInBDagkBlRQJqAgBzT4EtJgAbYbG6yaVYKOl1hICKikSUBECmn0IaBEBOgPYY71yHDDYWkRAJUUCKkJAsw8BLSJAPwBOXa/8mEBzSx4CKikSUBECmn0IaBEBejdw+3pF6Q7cZT1EAuoNARUhoNmHgBYRoKcCb6mAfgu0MJ8+AiopElARApp9CGgRAbor8Kd2OrsjgPvNh0hAvSGgIgQ0+xDQ4gG0sgFa6+cD/QpoY/w+CKikSEBFCGj2IaDFA+hfwKHihMpdgUeNh0hAvSGgIgQ0+xDQ4gH0deASAegnQHuxAQIqKRJQEQKafQho8QB6E/CkcUmP/dVJ8RAJqDcEVISAZh8CWjyA9ga+NgAdBXSs0B8iAfWGgIoQ0OxDQIsH0O2QWG5eVG4PYLj+EAmoNwRUhIBmHwJaNICurYMtrKtyvgNsrb0EJaCSIgEVIaDZh4AWDaA/At0tQKt3A15SCCgBJaChhoAWDaDPAwNT14V/Ddi+ioASUAIaagho0QB6NfBCCtDqLsDrBJSAEtBQQ0CLBtBuwE8pQJUXgZ2rCSgBJaBhhoAWDaAdUGetDdDKTsC7BJSAEtAwQ0CLBdAVCeyg2ABVhgO7VhNQSZGAihDQ7ENAiwXQr4ATHIBWbgOMJqCSIgEVIaDZh4AWC6BDgZsdgCpPAPsQUEmRgIoQ0OxDQIsF0IuBN52Aru8AfERAvSGgIgQ0+xDQYgH0EGCyE1DlEeAgAuoNARUhoNmHgBYLoK3QoNIF6NrNgFcJqCcEVISAZh8CWiSAzgN2U1yAKvcBBxJQTwioCAHNPgS0SAD9GDhNcQO6qhUwNjVLQEUIqAgBzT4EtEgAfQC4R3EDqtwJdEvNEVARAipCQLMPAS0SQM8GRikeQFe2ACZacwRUhICKENDsQ0CLBNC9gZmKB1BlENDLmiGgIgRUhIBmHwJaHIBWN0Ez7dYN6IKmKPnVnAkE9PkjRwVUCWgGGyWgIgSUgJopFECnAvtrt25A110E9DFnAgBddRqQuNz/QRHQDDZKQEUIKAE1UyiAjgTO1W49gH7fBKV/GjP+gP61I7Ts8Y/fHQhoBhsloCIElICaKRRA7wAe0W49gJb/DzjVmPEFdEQToN6xpcBGr/rcg4BmsFECKkJACaiZQgG0LzBOu/UCOqsxSieLGR9AK65OAO2/mjd2M/VF6CnyJ4iAZrBRAipCQAmomUIBdGdA/yG9gK65DDhbzMgBnbmv6ubRi9W+C49Wp7b/RXYnAprBRgmoCAEloGYKBNCKMmyqT0gAndsAdafqM1JAP2kNlA6q0vtWP1APaPCA5F4ENIONElARAkpAzRQIoL8DR+gTEkCVC4Dz9RkJoJXXlwCtP7X6fr2F+iK0rxcuAprBRuMH6J+Xfk9AQw0BLQpARwCX6xMyQGfUQ/3Z2owX0PmHql4eOMfWd2kvdck237vvSEAz2Gj8AN0d7QhoqCGgRQHojcDT+oQMUKU/cKk24wF0/KZA4qoKZ99H6wNlD1U770lAM9ho7ABdnADmEdAwQ0CLAtCewHf6hBTQf+qgvgaJC9DqB+oCTV/39J3URX0R2sP5sxHQDDYaO0BHQts5g4CGGAJaFIBugxKBghRQ5TTgKsUN6PLj1T+v/0yR9F19sVpp/7n9zgQ0g43GDtBr1OdxKAENMwS0GABdXYqtxJQc0L/roNECF6A/bKXt9Wn7tdn7PtsYqDPIhhsBzWCjsQP0AGifjRPQEENAiwHQicCxYkoOqHIScL0T0GcbAg2G+fb9axf1b++QlD4ENIONxg3Q9Q21PXwJaJghoMUA6HDdRy0+gP5egqZLbICuOVv90+rk3GXe2XftxQmgpXWCJgKawUbjBujX2vkNOhLQMENAiwHQK4CXxZQPoEov4JYUoPq5Q45z/V25+77VHEhcbPQjoBlsNG6A3qsBWrKGgIYYAloMgB4FGCf99AP0xwSarzABfbkJUPZo2r5T91b//vafoU8T0Aw2GjdA1X811X8EfyagIYaAFgOg7VDX6OcHqJIE7hCAVlytfcf+dQZ9KwaVABuN0CYJaAYbjRugbVH3dGAEAQ0xBLQIAF2awI7GpC+g3yewyULtL2nGPqqf3SSPXPZ7+LiteucBawloRhuNGaBTgL2HALcQ0BBDQIsA0PHAScakL6DKkcBd6l/S+82Nc4dk0FfNfHU17DqZgGay0ZgB+izwv3eAvgQ0xBDQIgD0MeA2Y9If0K+A1vMqtTflLcdk2FeLfrhSkxcIaAYbjRmgA4A3fgd2I6AhhoAWAaAXAO8Yk/6AKocAVx2svp7sOjfTviLj2slP0JQKARWJGaBdgLnzWqBxOQENLwS0CAA9CDAvZhQA6Fj9skeJgX6e+f4eFnZX19tlvV+ZgJqJF6BLS7CVMm8/4CsCGl4IaBEAugkamw4FAKrsrzrYfOQG9DVTPaQeMNH/ERFQkXgB+gFwijLvLOB5AhpeCGjhAzoH2NOcDgL0Y2CPqRvQ15bLgLf8qwRUJF6AXgc8rsy7B7iJgIYXAlr4gH4InGlOBwGqvHp/0F9M0O/hAeAh/yoBFYkXoF21oyvmjQROJaDhhYAWPqBDgPvM6UBA/a8LL+1ryxvAlf5VAioSK0DXN0SzKmXeZGA/AhpeCGjhA3oG8JE5HRKg3wEn+lcJqEisAP1WOxGTMq+yDG0IaHghoIUP6B6AtWdSSIDOBfb1rxJQkVgBep++c/A8pTMSM31WJaDZh4AWPKBVjdDCmgkJ0Op6aO9fJaAisQK0F/CZ1vc4YKzPqgQ0+xDQggd0CtDVmgkJUKUDSit8iwRUJFaAtkXdVVrfa7WreshDQLMPAS14QN8CLrRmwgJ0X2CGb5GAisQJ0H/Evm3ztCPi/b7/I6DZh4AWPKCDtf39zIQF6AnAl75FAioSJ0CfAy7T+34LHOOzKgHNPgS04AHtA3xhzYQF6KXAK75FAioSJ0DPAV7X+y5PYHufVQlo9iGgBQ9oZ2CpNRMWoPcA9/gWCahInADtAswRfTdFmc8zQECzDwEtdEDXO74gDwvQl4CLfYsEVCRGgC4vQUej7yHAFPmqBDT7ENBCB/QX4L+pubAAHWddOFkSAioSI0BHaWcSEX3PB96Tr0pAsw8BLXRA1deGV6XmwgL0b2A33yIBFYkRoNcb3yyqfR8E7pWvSkCzDwEtdECvBZ5NzYUF6MImaOVbJKAiMQL0YOM6rfP0c830l69KQLMPAS10QHsA36fmQgN0eyR8fxUEVCQ+gFY0RtMqo+804AD5qgQ0+xDQQge0I0ptP3togB4O/O1XJKAi8QF0AnCU2be6IVrKVyWg2YeAFjigK0vQyTYbGqBnAp/6FQmoSHwAfQAYbPXtDMj/AAho9iGgBQ7ot0Av22xogN7o+KjVGQIqEh9Ae5v/3Gl9e/gdRUZAsw8BLXBAnwIG2WZDA1Tdzq1+RQIqEh9A26HOv1bfS4Fh0lUJaPYhoAUO6GXAa7bZ0AD9EDjHr0hARWID6FRg91Tfhx07utlCQLMPAS1wQA8H/rDNhgboJP0E5/IQUJHYAPoCcEmq7wdAD+mqBDT7ENACB7QNyuwn6gwN0BVAF78iARWJDaDnASNSff8owbbSVQlo9iGghQ3oQmAX+3xogFZugo38igRUJDaA7gTMTPWdujnqSKkkoNmHgBY2oGOBfvb58ADdBfBzkoCKxAXQ5aXYwtZ36mHAJNmqBDT7ENDCBvRh4E77fHiAJoHffIoEVCQugI4G+tr6TlXf0b8hW5WAZh8CWtiAnuM61U54gJ4PjPIpElCRuAB6A/CYre/U+4DbZasS0OxDQAsb0P2Aafb58AC9A3jCp0hAReIC6CHAz7a+U98DTpOtSkCzDwEtbECboUm1fT48QF8EbvApElCRmACqnUnE/J3rgP4F7CVblYBmHwJa0IDOAPZ1FMMDdDxwuk+RgIrEBNCJwJH2vlOXbYymslUJaPYhoAUN6AfAAEcxPECnAof6FAmoSEwAfRC4xd536rK9xQWS3CGg2YeAFjSgdwEPOorhAbq+FNv4FAmoSEwAPRH4xN536rLT5KfSIqDZh4AWNKCnuv8ywgNU2RT1q+VFAioSE0Dbm2cSUUxAb099LW8PAc0+BLSgAd0VcP7OQgR0L8DHAAIqEg9Ap9svXyUAfdM6Nt4RApp9CGghA1rZAK2dxRABPR74QV4koCLxANRxBWoB6O+2r5VsIaDZh4AWMqB/er7YCRHQy4C35UUCKhIPQC8AXnH0nbpsfV10kKxKQLMPAS1kQF/3vDULEdD7gIflRQIqEg9AdwFmOPpOXaZ0QonksRHQ7ENACxnQm4AnncUQAX3d77y8BNRILABdUYrNnX1VQI8BfvSuSkCzDwEtZECPB752FkME9FvgJHmRgIrEAtCPHE+TAejVwMveVQlo9iGghQzodki47AoR0DnA/vIiARWJBaCDgEecfVVAn3ZeOctIrQT0k95zxcQrSSOzbNU1T57V+5pXKtPNpEJACxjQtXWs8z6aCRHQqnr294b2EFCRWAB6mOPdugHoV0Af76q1EtBrkgagD0gAXXhxMtkvmRy4InjGFgJawID+CCRdxRABVbZEHbmFBFQkDoBWNkUT2y/cAHSp68IFIrUQ0FXDkiag1yQnr9FjOzzk2uQ1C5XZ5yfvD56xhYAWMKDPAwNdxTABPQhj+/IAACAASURBVBCYJS0SUJE4APoDcLirrwqo0goNvL/pWgfomCuPT1qAnp70/G3/kTxJG3Lzju2xIGjGHgJawIBeDbzgKoYJaF/PV1ZGCKhIHAB9GLjJ1VcDVP3Hb6pn1VoH6JN9+/btYQC6rscpnvqw5BD9dmDy3aAZewhoAQPaLXXiXDNhAnoN8Kq0SEBF4gBoH2CMq68G6ABgtGfVWgeolr4GoDOSV3pq1ybH6revae/U/WfsIaAFDGgH79UWwwT0UeBeaZGAisQB0PYotT8bJqBDgAc8q9ZqQL9L3vb6hb3Pu/sfW+305K/67djkFUEz9hDQwgV0RQI7uIthAjpSfkoKAmomBoDOAv7j7qsB+j5wnmfVWg3ou8lksudpyeSx76RqvZPi+jgTkucHzdhDQAsX0C+BE9zFMAH9CThOWiSgIjEA9GXgQndfDdB/gIM9q9ZqQJ9InvR1hbLyqeQxf1u1Y5PiyZ+UPCtoRsuS0SIffDtNmqlT5cuNalCxXLaCuTDHfVNr+q2qbzmEvqKaSd+p0l9I0JoZPt7bgcvTrenYePAPE/x7UP9TAd1ZXgzqK/3xHX39izV/vMG//CgHYbm5MJJBeBrwsLuv9gjKy9AqeM0Nq2b8pHqfgJr0nTpycq4BLf9e/It2T/I2q3aK9Trz0qAZLat+Fxn102Jp5s6VL9ezaGZAcfEMybIF5fONvvNy2tfKnPk+hZnqagtn5b6vlgWzM+k7Xbb12Quy7rt4APCcuzhroatVuW1D8+dk1FeWWYvU/zVCS2kxsO+88kUB1ZlBxXlBgzD48ZrFmbJ7hTUIpX3Np39RSIPQObh3An5x952qPT07AOWevjkYhLLYB7fn6a9R30Uj7R9V5gRQM7+YrynVXJL8Tb8dm7w5aMYevoUv3LfwBwOT3cUw38JrR45K3/TxLbxI/t/Cr6yDzTx9tbfwSm/gG/eqtfotvJn5yZ7WnvSDkuP12zeTjwTN2ENACxfQlmjgsSlUQA8H/pEVCahI/gH92H3IpgXoDcBw96q1GdBV774nhsikZOqb0WHJh/TbQcn3g2bsIaAFC+g8+6UbzIQK6JnAZ7IiARXJP6A3u8/ZagH6gveotVoNaHW/5ER9/pFk6nJRvyZP1X4ly4/rtTJoxh4CWrCAfiy7UHuogA4CnpMVCahI/gE9wn3ZFQvQiZJdKGozoMrLyX4/qX8SL/Q4eak69967OoRXJO+uVNYOTD4YPGMLAS1YQB8A7vEUQwX0KeA2WZGAiuQd0KqN0KjC01cHdKVkp+FaDWjl08nkyWf1SJ6svxDtlXxJu5nTL3nilb2S56wInrGFgBYsoGcDozzFUAH9EDhXViSgInkH9CfPNbIsQJX2qOsaG7UbUEX57saTe/9vqPibMABVFj98es+zhhnPo/9MKgS0YAHdW3ZypFAB/QPoJisSUJG8A/oocKO3rwD0cMD9t14rAfXJ0Ndqth4BLVRAq5uimbcYKqArgZ1kRQIqkndATwY+9PYVgF4IvOOsEVBbbv+8ZusR0EIFdCpwgLcYKqDKxthYViSgInkHtANKXE9xCtCHgbtcqxJQK8PPD/qDDAgBLVRA35WdHiJkQHcGZKYRUJF8Azob2FnSVwA6BjjTVSSgVsYGeRcUAlqogN4OPOothgtod+B3SZGAiuQb0FcB17mCbIDOBPZ1FQlo9iGghQpoX2CctxguoOd5PmPTQ0BF8g3oxcCLkr4C0OqmaO4qEtDsQ0ALFVD17bTkxwoXUPVV75OSIgEVyTeguwHTJH0FoMrugOvvi4BmHwJaoIBWlGFTSTFcQJ/37Cajh4CK5BnQlXW8Q8IGaD9gvLNIQLMPAS1QQCcBR0iK4QL6GXCGpEhARfIM6CeSE2zbAB0MPOEsEtDsQ0ALFNBXgf9JiuECWg4cJikSUJE8A3oL4D5S2w7oa54RQ0CzDwEtUEBvBJ6WFMMFdF0JOkmKBFQkz4AeCUyU9TUA/dVzHBkBzT4EtEAB7Ql8JymGC6jSBg0lRQIqkl9AvWcSURyAri3FVs4iAc0+BLRAAd0GJTIGQgZ0D+lX/wRUJL+A/gwcIu1rAKpshRLnaCag2YeAFiagq0uxtawYMqC9gB+9RQIqkl9AHwNukPY1Ae0G/OIoEtDsQ0ALE9CJwLGyYsiAXgq86y0SUJH8AtoPGC3tawL6P8B5yiECmn0IaGECOhy4XlYMGdAh0uNHCahIfgHd0nMmEcUJ6BPAYEeRgGYfAlqYgF4BvCIrhgzoCOAab5GAiuQV0LnScw3aAR0P9HMUCWj2IaCFCehRwG+yYsiAfg2c7C0SUJG8Avqa9OxcdkAXALs7igQ0+xDQwgS0HepKO4QM6GzpSUgJqEheAb0UeF7e1wRU2QSNq+1FApp9CGhBAro0gR2lxZABraqLLbxFAiqSV0D3AMrlfS1A9wVm2osENPsQ0IIEdDxwkrQYMqBKB9T1ekhARfIJ6Op6aOPT1wL0TGCMvUhAsw8BLUhAH/O5wHDogO4PzPYUCahIPgEdCxzv09cC9C7gYXuRgGYfAlqQgF7gvUKYSNiAngx84ykSUJF8AnorcL9PXwvQd4AL7UUCmn0IaEECehDwj7QYNqBXu3fG1kJARcICdF7Q79cY3EcD3/r0tQCd7DqZFgHNPgS0IAHdBI3l8oQN6CPAfZ4iARUJCdAvG7T+1b8qBnfVxmi4XlJ1AFpRD+3sRQKafQhoIQI6G9hTXgwbUPVd4GWeIgEVCQnQE4A2k32rYnD/Bhzk19cCVNkBCfvfNQHNPgS0EAH90HuJWiNhA/qD7LsKAioSDqArGwLYfLpfWQzuocC1fn1TgB7nPGMoAc0+BLQQAR0ieyOtJ2xAF8pe+xJQkXAAfRlatpnrUxaD+1Tgfb++KUCvBV6wFQlo9iGghQjoGa4d+lIJG1ClIdp6igRUJBxAjwHu6QB08RnEYnB3REI6GJ2ADnee8Y6AZh8CWoiA7gH4vCAJHdBtUeJ56ARUJBRAl9dH48WT2wC7yEeFPrjnqcD69k0B+g3Q21YkoNmHgBYgoFWN0MKnGDqgh0qOGCSgIqEAqr5q7LNa+bk5sI/0b1If3K8D5/j2TQG6HI4jgAlo9iGgBQjoFKCrTzF0QM8AxrmLBFQkFED/C7yqDu5vmgCHyQajPrgvA57z7ZsCVGmLMtuzQUCzDwEtQEDfch1RYkvogN7o/B5CDwEVCQPQJfXQbIE2uD+pDxzjuWicMbj38juwwgXowY77EdDsQ0ALENDBwOM+xdABfRK4w10koCJhAPoEcKYY3B+WAf28vy5tcK+uh9b+fW2Anuf4sp6AZh8CWoCA9gG+8CmGDuho4Hx3kYCKhAHoocCHxuB+ow5wRrX7DtrgHgf08u9rA/QBYEiqSECzDwEtQEC7AEt9iqEDOglIuosEVCQEQOeXomWFObifTgD/c99DG9x3OFx097UBqv7z1z9VzD2gi//+bvRLj9wwMrWEgEpCQEXyBOi6umjvVwwd0BXAzu4iARUJAdBHta/XrcH9EICbXPfQBnd34Gv/vjZApzmuKJADQNfP+/3Lkc/ef8OFJx+159abJCCS+NO6IwGVhICK5AnQX4H/+hVDB1RphubuIgEVCQHQA4FPbYP7Nnhea6qDu7o5GviMJxegVQ3RKlWsOaCzB18z4PhDdunQBPK8Zd2TgEpCQEXyBOhLwJV+xfAB3RFw+0NARXIP6KwStK20D+6B6su7oY67qIN7EnBgQF8boMouQGrQ1hjQRVvK1Cxtse3eR/e7aFAP+3ecBFQSAiqSJ0CvA571K4YP6NHAH64iARXJPaD3Axc5B/eFQIljPzJ1cD8pvdi01dcOaB/gS2umpoBWHGqQWb9t5wOOOePyWx975aMJ5dZWnrd/zkBAJSGgInkCVP0X/nu/YviAngt85CoSUJHcA7qPvr+FfXBXnw7Uect2F3Vwq4tGelZN9bUDehMwzJqpKaCXAE1fHPvzTJ+/5Y+Ac60ZAioJARXJE6AdUep7jYfwAb3V/icoQkBFcg7o9ATaV7sGd6X6IrLeB6l5dXBv7XMmEcUL6MvA1dZMDQF9Tn0RLLmCspVfgJ7WDAGVhICK5AfQ8hJ08i2GD+hz3i+CCahIzgG9C7hCcQ/u9d2BhqnDaSsWzQd2COprB/RH4BhrpmaAft8AuD3o97AA2MeaIaCSEFCR/AA6ynevaSUKQMcCZ7mKBFQk54DuCkxQPIN79cHqW+jvzLmKRW86du709rUDutr+r2+NAJ3bDjiuOuj3UFUXW1ozBFQSAiqSH0DvAwb5FsMHdApwhKtIQEVyDaj6q+6o/Rzuwb1qf6DZj8ZMxaL/AcOD+toBVbZAHWvo1QTQ9QcAO68M/j20QQNrmoBKQkBF8gPoObILY5oJH9C1CWznKhJQkVwDOti4TodncC9TX5q2MvaFqFi0N/B3UF8HoEcCv5vTNQG0P9D8nzS/h50Aa0QQUEkIqEh+AD3Iux9RKuEDqrRGI1eRgIrkGtAuwM/arXdwL9gBaD9Vn6yYU2bfOV7S1wHoJcCb5nQNAH0YqPOp3+M1cxhgXQSPgEpCQEXyA2grlEnOamYkAkB3B1yPj4CK5BjQP2B8XikZ3LO2BLbWf7aK9+xfesv6OgB9DLjdnN5wQD+vBzzk93it9AXGm9MEVBICKpIXQBcCu/hXIwC0J/CTs0hARXIM6A3mh92ywT19c2BHbVxXqHe7N7CvA9BPgdPM6Q0GdHor4FTfx2vlMmCEOU1AJSGgInkBdCxwin81AkAv9uy2TUBFcgzo9sAkfUI6uP9qrf5LulQd3Ef4nklEkQA6B9jbnN5QQFerbz72Xuv7eK3cbrxM1UJAJSGgInkB9GHgTv9qBIDeAzzmLBJQkdwC+gOwk5iSD27tMkn7rlTWb4Iyfwg9gCrN0Myc3EBAq/sAbWb5Pt5UngKuM6cJqCQEVCQvgJ4DvOdfjQDQV4GBziIBFcktoFcDt4kpn8H9dWPgsLW/Os5QJ+vrBHSv1BVdNxDQO4C65mebgb+Hd4GzzWkCKgkBFckLoPsB0/yrEQD6FdDPWSSgIrkFdCtr7yS/wa1dJunYx/zPJKLIAD0NGGtMbhigH5YCTwY83lS+Bbqb0wRUEgIqkhdAm6Gp57IOqUQA6EzgIGeRgIrkFFBVod2MSd/B/W5dQH0Z+m5wXyegtwP/Z0xuEKB/NdPPDOX7eG2ZCuxuThNQSQioSD4AnQHsG7BqBIBW1rEdqaeHgIrkFNDLgHuMSd/BrV8mCYmAzl5A3wAuNSY3BNAVnYH9U4M28PewpD7amdMEVBICKpIPQD8ABgSsGgGgyuao52SPgIrkEtDq9kiYH9X4A6oMS8BzYJi7rxPQ34EjjckNALSqB7CF7ScIBlQdIea7JAIqCQEVyQegdwMPBqwaBaD7AU6WCKhILgH93HZKowBAlQeB89L0dQK6rg62MCY3ANDrgYY/2uaDAd0DMP/kCKgkBFQkH4Ceql0kxz9RANoH+NZRJKAiuQT0IuABczoIUOXFi4JGtxdQpRNKjMeZOaCvJ5B4xd3XN0u6A78Z0wRUEgIqkg9A/wME/ZaiAPRK4HVHkYCK5BDQqrYomWXOBAKafnC7AO1hHUmWMaC/N3XvuhYM6NnAJ8Y0AZWEgIrkAdDKBmgZtNEoAH0IuN9RJKAiOQT0E6CrNZNbQK8CjBeTmQK6eCvgSOezGAzodcCLxjQBlYSAiuQB0D/9L8CoJwpA3wYudxQJqEgOAR2Q2tko14AOsy4pkCGglUcB2y719vXNkgdTF18moJIQUJE8APpa8JfwkQD6PdDbUSSgIrkDtKIlSlOPI7eAfgmcJKYyBPRSoMlvrmowoK8AVxnTBFQSAiqSB0AHAfcFbTQKQBfYzkehh4CK5A7QUY7T/ucW0MXAf8RUZoBq15DzXPQzGNCxqVM+EVBJCKhIHgDtBXzgW1SiAbS6ATZ1FAmoSO4APd1x6dPcAqq0REPxW88IUO0acrdJ+/pmyR+pfU0JqCQEVCQPgHZCYkrQRqMAVNkGJY7NEFCRnAG6rjnq2sZWjgE9wDybQiaAzmsH9PQeOxwM6BJgZ2OagEpCQEWiB3RNKToGPt5IAD3EdT4TAiqSM0DfsZ2NQ8k5oP2B0fpEBoCuPxDYSfLrCgZ0XWO0NqYJqCQEVCR6QH8AeuQf0NOAz+1FAiqSM0BPBp63zeYY0HvNg9kyAHQA0Fz2licNoFuj1HjWCagkBFQkekCfBa7NP6DXp3bz00NARXIF6JqmqG9/qnIM6HvA+fpEekAfAep8IqumAXR/66SjBFQSAioSPaBXAS/lH9ChrpPiE1CRXAH6musycTkGdApwiD6RFtAv6vmdeSENoL0A48h5AioJARWJHtD/Ar/kH9APgAvsRQIqkitAj7eOFRLJMaBV9Y29KNIBql1Dzuf6W2kAvcD8mJWAykJARaIHtD3qrss/oL8BPexFAiqSI0BXNkJDxyPMMaDKjoC+KA2g2jXkdvXZdBpAbwGGi2kCKgkBFYkc0GUJdAl+vJEAusLaFVuEgIrkCNAXgRMdxVwDerxxOq00gJ4EtJkZ0Nc3S9Y9YX3IQ0AlIaAikQP6BdAnBoAqTdHCPktARXIEaA/gTUcx14BeDzyr3QYDeqPtGnLSvr5Zsu4d4DIxTUAlIaAikQP6f8CtcQC0C2B/HgmoSG4AXV4fTZyjOdeAPg9cq90GAvpBKfBEYF/fLFn3LXCymCagkhBQkcgBvRB4Ow6A/hewjxsCKpIbQId7rnqaa0AnAsdpt0GATtvY9U2ht69vlqybbn7RT0BlIaAikQPaFZgSB0AHAGNsswRUJDeAqv86uc7dkWtA/01gB+02ANCqg4CD1vuW0wG61tgCAZWGgIpEDugmaFQVB0AHA0/bZgmoSE4AXVQXG7sGR64BVdqhXoUSCOhdQIugnzUNoMrGaC6mCagkBFQkakDnAHumebzRAKq+y7zZNktARXIC6FDgLFcx54AeBkxWggD9oR7wTLq+vlEH9/ZIiOYEVBICKhI1oB8CZ8YC0E+As22zBFQkJ4AeAnzkKuYc0AuBd5UAQNfuqCqe0eCWRh3cBwMz9GkCKgkBFYka0CH62ZRjAOjfqfM9aiGgIrkAdEEdtKxwFXMO6MPA3UoAoBcDHRdlBWgf4Dt9moBKQkBFogb0DP3FSQwAXWN9R6CHgIrkAtBHJNd5zzmgH4mPCfwA/SiBOl9lNrilUQf3peY3YQRUEgIqEjWgewBzYgGo0hKNbXMEVCQXgB4AfOYu5hzQGcB+ii+gS9sDgzIc3NKog/sO4El9moBKQkBFIga0qpH+1WYcAN0NsF2mkYCK5ADQ2SVo4/l95RzQ6sb6SPIB9ERgt/VZAvoMMFifJqCSEFCRiAGdIq4VHgdAjwV+Sc0RUJEcAHofcImnmHNAtX8AF/oBOhxo9Femg1sadXB/AFyoTxNQSQioSMSAviUGZRwAvQh4PzVHQEVyAOhewFeeYu4B7atfU0AK6NSmwFAlW0B/MC99TUAlIaAiEQM6GHhciQegdwP/l5ojoCLZAzo9gfbeK7jlHtBb9I8oZYBWdQWO0h5CdoDOAQ7QpwmoJARUJGJATwS+UOIB6MvG6ShECKhI9oDeCVzpLeYe0BHAFXJAbwda6lfjyA7QyhJso08TUEkIqEjEgHZGYqkSD0C/cJyqnICKZA/of4CJ3mLuAf1Fv+ynBFDtEKR39ansAFVaoYk+TUAlIaAi0QK6vh42t/eVJiJAZ4jvs4wQUJGsAZ0CdPS+gw8B0LWl2FoG6JodgXPEZJaA7gTov2UCKgkBFYkWUPVVw9H2vtJEBGhlHWyVmiOgIlkDeovjkxEruQdU6YjSNRJALwS2Mn7pWQJ6BPCPNk1AJSGgItEC+iJwlb2vNBEBqrRDWeqlEgEVyRrQzsDPkmIIgB4N/OoFVDsE6WtjOktATwG+1KYJqCQEVCRaQK8FnrP3lSYqQPcBUvcnoCLZAvo7sJ2sGAKglwOveQBd0s52lq0sAb3SuC4JAZWEgIpEC2gS+MHeV5qoAD0RmGDNEFCRbAG9HrhJVgwB0KHaxWHcgJ4A7G6NnywBvRd4TJsmoJIQUJFoAd0SpavtfaWJCtAr7Bc+I6Ai2QK6HTBJVgwB0HHabhQuQJ8WhyAZyRLQF7Tj6RUCKg0BFYkU0H8Txvu7WAD6IPCgNUNARbIE9AdgZ2kxBEDnA3u4AC1vap4ARE+WgI4xvs4noJIQUJFIAf0GON7RV5qoAH1T3xPbCAEVyRLQq4HbpcUQAFU2QZNqB6DaVZCOsc1nCeivRjcCKgkBFYkU0CfND8hiAegE4ARrhoCKZAnoVsDf0mIYgO4LzHIAeivQ0v7TZQnoQmBvbbrYAf3g+7nSzJopX65nzvSA4lxZcXb5bKPvrJz2tTLTr+/0aWrfGbnvq2V2Rn2nyTYwc/aG9u0PPOXoK80MV1/rF6/PBD2pwX3dRfUFxu6Z9Z1VPiegGvgbDByEwY93mnmnaZJiWINQ2td8+tMOwveBXeTFwEGYfnCXy36NfYAR9kH4UV3gOfsdMhvc0mh959RFe23a8/TXqO+ckVOcbsUGUL4CLZRXoIcCfzr6ShPVK9Dq+mhnzfAVqEh2r0AvA+6VF8N4BXon8IjtFeiaLu4z4Wf5ClTZDPW16WJ/BUpACwXQ1qhf6egrTVSAqu83S61NEVCRrACt3hyJafJiGIC+DVxkA/R8YCvnn3y2gO4GaNsloJIQUJEoAV0I7OrsK01kgHYFrDFNQEWyAnS8uMyGLGEA+idweArQDxOo843zDtkC2k28YyKgkhBQkSgB/QQ41dlXmsgAPVWcW08PARXJCtALgId8imEAWlEP7S1AF7YFbnHdIVtAzxQXdyKgkhBQkSgBfVBciVaJC6DXAS+b0wRUJBtAq9qiZLZPMQxAle2RmGUC2hvYx/0sZQvotcCrCgGVhoCKRAlof+ADZ19pIgP0cQt0AmomG0A/Bg72K4YCaE/1FaIB6DCg0WR3PVtAjUMtCKgkBFQkSkD3AWY4+0oTGaDvAxeZ0wRUJBtA+4vrtUgTCqADgScFoNohSMM89WwBfVWcmo+ASkJARSIEtHojbFTt7CtNZID+YjtuhYCKZAHorJao47vhUAAdDlylA1p1oPMQJCPZAjoOOFMhoNIQUJEIAZ0G7O/qK01kgC619gogoGayAPQl4AjfYiiAfg301AG9BWgl+bGyBfRPcf5vAioJARWJENCRwLmuvtJEBqjSFC3NSQIqkgWgJ8jeRZsJBVD1X8DOGqDf10XiPUk9W0CXAbspBFQaAioSIaB3AI+4+koTHaA7IGH+zgmoSM0BXbcR6voPplAAVdqgTH28qzoB50sfUpaAKg2wmUJApSGgIhEC2k/sVWfvK010gB4JmN/cElCRQEBfOnXAgAuuvvrqG++8884Hhw4d+uKIESNGjxkzZsLEid//8wzQzb9vOIB2Bf7QD0HqJP2bzBrQLVC3ioBKQ0BFIgR0F8D8IWICaH/gE2OSgIoEATqpBMF5zr9vOICeC7ytvJ9A3QnSctaA7g0sJKDSEFCR6ACtKENbd19pogP0FmC4MUlARYIAPTONnw0DfofhAPoAcPeCNsBg+ZpZA3qMdt06AioLARWJDtDfgcPdfaWJDtBnUn96BFQkANC5ZSh7b8yYj9T37S+r798fUd/H36y+n794wIABfXv37n3Uwa8F9A0H0NHAWccC+/o8PVkDeg4whoBKQ0BFogN0BHC5u6800QH6MTDAmCSgIgGAXqddg6imfcMBdCrQGGjyj8+aWQM6CHiBgEpDQEWiA/RG4Gl3X2miA/Qv4ChjkoCK+AO6ahMkvqxx33AArWqofXTwtLSm5ADQx/TzmxJQSQioSHSA9gS+c/eVJjpAVyfQ2ZwkoHr8AX0I6J7+qpx+CQdQZWfVz2N918wa0DeBKwmoNARUJDpAt0WJ9UcfE0CVFmhqTBFQEV9AK7cCPo0doCcCbf0fVNaAfqV/akFAJSGgIpEBuroUW3n6ShMhoP8RpxxXCKgZX0BfB3bP4LrwfgkJ0AeRGOW/ZtaA/qN/8UlAJSGgIpEBOtF+uoe4ANpD301FCwEV8QV0b+Dl+AFa+ViAn9kDugrYiYBKQ0BFIgP0GeB6T19pIgT0AusMpQRUxA/Qz4EOFfEDVHFc1tidrAFVmqAVAZWGgIpEBugVwCuevtJECOidwFAxRUBF/AA9Frg/g+vC+6ZAAd0GJRUEVBYCKhIZoEcCv3n6ShMhoC9ZL4sJqIgPoJNL0HR5LQT0AGAOAZWFgIpEBuhmqJe6f1wAVd+YniamCKiID6DnAtdkcF14/xQooL2BHwioLARUJCpAl+gfx7v7ShMhoNOAQ8QUARWRAzq5EerOrI2AXqh9SE5AJSGgIlEBOh442dtXmggBXV+KrcUUARWRA3qVeKVe+wAdDDxDQGUhoCJRAfoocLu3rzQRAqpshvqCKQIqIh3c5a2AH5XaCOiTwB0EVBYCKhIVoOcB73r7ShMloHsD4gkjoCLSwX0XcKR2W/sAHQlcSkBlIaAiUQF6AFDu7StNlID2BibqEwRURDa4q7cBPtImah+gE4A+BFQWAioSFaDN0bja21eaKAG9HHhLnyCgIrLB/Q6wo/5Yah+gM4CuBFQWAioSEaCzgL0lfaWJEtD7gYf0CQIqIhvcBwLP6hO1D9B1CWxPQGUhoCIRAToKOFvSV5ooAX1DP1+ZQkDNSAa3+ja2rXiqax+g6junjQmoLARUJCJA7wEekPSVJkpAv9M+49JCQEUkg/tE4EYxVQsB3QFYQ0AlIaAiEQF6GvCxpK80UQI6F9hPnyCgIt7BPbUOGk8Rk7UQ0EOA6QRUEgIqEhGguwH2xxgbQKvL0F6fIKAi3sF9CdDfePprIaAnA98SUEkIqEg0gFY1RAtZX2miBFTpiNIK7ZaAftIzfQAAIABJREFUingG99LGKP2q9gJ6GfAOAZWEgIpEA+hk65hzZ19pIgX0IGCmdktARTyD+w6gz6zaC+idwBMEVBICKhINoG8AF8v6ShMpoP2Ar7RbAiriHtzr2wHf1GJAhwO3EFBJCKhINIDerP47LusrTaSADjTO80xARdyDe7i2J3ktBnQ0cAEBlYSAikQDaG/jdZ67rzSRAvoYcI92S0BF3IN7F2BkbQb0J6AXAZWEgIpEA+j2SDiAig+g7xkfLhBQEdfgVl+AdaqqzYBq+7kRUEkIqEgkgK6tgy2kfaWJFNCfgZ7aLQEVcQ3uw/XPXmoxoJWl2JqASkJARSIBVH0f1F3aV5pIAV0C7K7dElAR5+D+JYFWq2s1oEobNCKgkhBQkUgAfV6/oo6krzSRAqo01i5cS0DNOAf3qcAtSu0GdGdgPgH1hoCKRALoNcAL0r7SRAvo9kho7QmoiGNwz6qHhtozX5sBPRL4lYB6Q0BFIgG0G/CTtK800QJ6BKAd6U1ARRyD+yrgfO22NgOqncWBgHpDQEUiAbQD6jjHeYwAPQsYqxBQM/bBvaIZSiZrE7UZUPUfkRcJqDcEVCQKQFcksIO8rzTRAnqTOFswARWxD+77gOP0idoM6BDgfgLqDQEViQLQr4AT5H2liRbQYcCtCgE1YxvclR2BL/Wp2gzoi8BAAuoNARWJAtCh4rtcSV9pogX0I+AchYCasQ3ul4A9xFRtBvQT4EwC6g0BFYkC0IuAN+V9pYkW0D+BoxUCasY2uPcEXhdTtRnQSUA3AuoNARWJAtCDgcnyvtJEC+gqYEeFgJpJDe6xwJbGj12bAV0E7E5AvSGgIlEA2hINXCMwRoAqzdFMIaBmUoO7O/CIMVmbAa2uh80JqDcEVCQCQOcZR0tK+koTMaC7AMsJqBlrcP9ZgubmH1BtBlRpj7J/CKgnBFQkAkDHAKf79JUmYkCTwCQCasYa3GcD15sLazWguwM/ElBPCKhIBIDeD9zr01eaiAE9HxhNQM2Yg3t+A5RZ263VgHYHxhBQTwioSASAnqULJe0rTcSA3qGfsY2AipiD+wbgLGthrQZUfSn+EgH1hICKRADoXsAsn77SRAzoC8ANBNSMMbhXtUDiN2thrQb0OuBBAuoJARUJH9DqJtjYr680EQM6Tv+IloCKGIP7UaBbamGtBvQh9R9YAuoJARUJH9By4EC/vtJEDOhU4FACakYM7qptgE9TC2s1oCOA8wioJwRUJHxA3zHOiSbrK03EgK4vwbYE1IwY3G8AO9sW1mpAxwPHE1BPCKhI+IDeBjzm11eaiAFV2qJBNQE1Igb3vsCLtoW1GtDJQFcC6gkBFQkf0JOA8X59pYka0L2AhQTUiD64vwPa2Z+EWg3ocqAzAfWEgIqED+iOgGcbsQL0eOAHAmpEH9y9gCH2hbUaUKURWhNQTwioSOiArq+Hdr59pYka0MuAdwioEW1wl5eiqePXXLsB7YhS14gkoATUTOiA/gYc5dtXmqgBvQ94mIAa0Qb3BcCVjoW1G9B9ANczQEAJqJnQAX0ZuMK3rzRRA/oacBUBNaIO7sWNUNf5t167Ae3pviQiAVUIqJnQAb0eGO7bV5qoAf0GOImAGlEH92DgFOfC2g3oeZ5DkQkoATUTOqDHABN9+0oTNaBzgP0JqJEVq9a21b5Uc6R2A3qT5yUAASWgZkIHdCuUen9fsQK0qh46EFAjK1Y9CRzmWli7Af0/4E5nkYASUDNhA7pKP87Hr680UQOqbIG6lQRUZMXKHYBRroW1G9C3gMudRQJKQM2EDeh35rXFpX2liRzQA4BZBFRkxRtAl2rXwtoN6NdAX2eRgBJQM2EDOgy40b+vNJED2hf4moCKrDgQeNq9sHYDKs42Yw8BJaBmwgb0cmCEf19pIgf0GvUxElCR8UBrz3ip3YCuATo7iwSUgJoJG9DDgd/9+0oTOaCPAkMIqMjxwO2ehbUbUKUpWjqLBJSAmgkb0LYoq/DvK03kgL4LXEpA9Uyvi0beEVHLAd0GJc4hSUAJqJmQAV3kPLGku680kQP6I3AcAdWybn/gIu/iWg7ofu5r0hBQAmomZEA/83yD6egrTeSAqsrvQUC1nA40m+ldXMsBPQ743lEkoATUTMiAPuzZCdnRV5rIAVUaow0BVXM3UOc9yfJaDuh5wPuOIgEloGZCBvQcQPYXGTNAOyGxlIAqo0qBIbLBXcsBHQQMcxQJKAE1EzKg+wHTAvpKEz2ghwGTCOikjYALpIO7lgP6GHCbo0hACaiZkAFthibuw1rsfaWJHtAzgQ9rPaCLtgIOryCgIvbB/TpwsaNIQAmomXABnQHsG9RXmugB1d6j1XZA13cFOi2RD+5aDujnwImOYiSALnrz6d9lLz5yHwIaW0DfBwYE9ZUmekCfAm6u7YD2Bzb+y2dw13JAJwMHOYrhAvruGYPV/3/aAsARgaM9VyGgsQX0LuChoL7SRA/oh0D/Wg6o9gX8GIWAmrEP7qUl6OQohgroZcDpirJ8U2jZJ2hDuQoBjS2gpwCfBvWVJnpAfweOqt2Aal/AP6pNEFAR++BeuTGaOYphAjoeqHe9/sXVI39c7T2zYBghoLEF9D+A9PcRM0D/BbrUakD1L+D1KQIq4gB0W8Dx8MMEtCfalSvajiHd1P8fhV5BW8pRCGhcAa1sgNaBfaWJHlBFfYlRmwEVX8DrkwRUxAHovsBUezFMQLfTjzxZW4an1JsnpQdC5zoENK6A/um9OoSzrzR5AHQnz5VrHSlyQI0v4PUQUBEHoMcA39iLYQLaEO8o+hf/f6s3o9AkaEs5CgGNK6CvAZcG9pUmD4B2A74LWLPIATW+gNdDQEUcgJ4NvG0vhgnopnhV/f9gtNFmnsUmQVvKUQhoXAEdBP2NiH9fafIA6HnAWwFrFjeg5hfwegioiAPQa4DH7cUwAT1Af82xG87QZi7ErkFbylEIaFwB7eV66+PpK00eAL0deDhgzaIG1PoCXg8BFXEAOgS4yV4ME9Cb0WhM9VDxD/qvZegXtKUchYDGFdBOSMj9iBugzwPXBKxZzICmvoDXQ0BFHIA+C5xnL4YJ6LJmQD1gq7XK4u71kfgxaEs5CgGNKaBrStExuK80eQD0M+CUgDWLGFDbF/B6CKiIA9APXJeWDXVH+s9bAeqrUEWZhuB/1nMWAhpTQH8AegT3lSYPgP4DdA1Ys3gBtX8Br4eAijgAneA6pUO4h3LOHXbRbZPV22mbJUfK7/FJ77nG1Jonz+p9zSvO0elY5j+TCgGNKaDqO59rg/tKkwdA15Vgm4A1ixdQ+xfwegioiAPQKXWcb6XyfTama5IGoAsvTib7JZMD7YPMscx/xhYCGlNArwJeCu4rTR4AVdqgQcCaRQuo4wt4PQRUxAFoeVs0tBejAFRyKUYjq4YlTUCvTV6zUJl9fvJ+W9mxzH/GFgIaU0D/C/wS3FeafAC6BxDwiyhWQJ1fwOshoCJOQHcB7M9jyIBOu65rixIoVddNkRTHXHl80gT0j+RJ2sOad2yPlDqOZf4z9hDQmALaHnV97hI7QI8DAr7vLFJAXV/A6yGgIk5AjwQm24rhAnp7A/1ETEolEtd5q0/27du3hwHosOQQ/XZg8l2r7ljmP2MPAY0noMsS6JKmrzT5APQS4F3/anEC6v4CXg8BFXECehrwua0YKqC3qXhu00MDtIn7TPhm+hqAXpscq9++ZntX7ljmP2MPAY0noF+4T+Tt7StNPgC91/Ne1p6iBFS7BnwnjwQEVMQJ6FXAa7ZimID+kUCnT9WiWl2YRMkk2X1MQE9P/qrfjk1eYdUcy/xn7CGg8QT0cWBwmr7S5APQt4Gz/atFCejp7i/g9RBQESegQ5xHqoUJ6ABsNFURgCrrtsOZsvuYgPZOiis2Tkieb9Ucy/xntKyZIjLq52XSLFggX65n6ayA4jJZcXH5QjExf2HAmktmb2hfK/P8+s6aofadU+O+cxcFFBdn1He67KeauzhgzUVzl/UHXkrTV5o5rr6Ly20/wKJ5QasG9p29xL9WXoL2/tUF5QGrLpu9NKC4YH7QQwoehEZf7en39s12cN8C1HnbW5QObvPpD2Nw633TDsKpfk97Dga3vK9tEC4oHwZcaSuqg3vD+y4Z+U8mgHbBVYoJqHIfdg8C9Nik+JdyUvIsq+ZY5j+jZclokQ++nSbN1Kny5UY1qFguW8FcmOO+qTX9VtW3HEJfUc2k71TpLyRoTbW6FzAuTd+MHpFj48E/zAb1dWQn4FP/NWveN4vHG/zLz/JJfbZUfX+Qad9yc2HeBmG5799G0JrZPF77dPnLQJ9s+04daf8eyhfQRvrZmAxA30PTIEBPsV5Tpk565ljmP2MP38LH8y18CzTye3Mbu7fw2j6r0qs36Sm+t/CyL+D18C28iPMt/K9A0lYM8y38xnhCL+rVx7CR7D4moJckf9NvxyZvtmqOZf4z9hDQWAI6B9gzXV9p8gLoaOefiDNFB6j0C3g9BFTECehCYA9bMUxA90QfvahXT5Wfkd4EdFByvH77ZvIRq+ZY5j9jDwGNJaAfQv4JuL2vNHkBdFkjNPL9Wyw2QD1HwKdCQEWcgFaUob2tGCagd0E/Jb0O6Gd15WcT6WvtByreNQ1Kvm/VHMv8Z+whoLEEdAhwX7q+0uQF0NVHAeP8isUGqOcI+FQIqIgT0MrNUa86tSBMQFe2Q50rZmmAVr/dHO2kWzIB/TV5qvbjLz+uV2o0OJb5z9hDQGMJ6BnAR+n6SpMfQNV/+a/3KxYZoN4j4FMhoCIuQPd0HOob6o70P2wMoD2wT2sg8bH0LiagyhXJuyuVtQOTD2oz7737l2eZ/4wtBDSWgO4RcKG2GAI6IeAj2+IC9CXvEfCpEFARF6BJwLZLe7iHcs6/qB5E9vxafg8L0Dn9kide2St5jj7IeiVf8izzn7GFgMYR0EWNAi6IFUNAl2+OEr/fcVEB+mtjny/g9RBQEReg/YFPUwvCPhtT+aOXdt/jhBvervapW4Aqix8+vedZw8RzZgDqWBYwkwoBjSOg3wMHpe0rTZ4APRtiDzxJigrQA4DD/M+VRkBFXIDe4DgzY77PB+qToa+lv48sBDSOgL4AXJi2rzR5AvRV4CyfYjEB+lcCmwX8/RNQERegjzi+EY0poLd/nv4+shDQOAJ6retSsNK+0uQJ0CWlaOdTLCZArw34skwhoGZcgL4OXJ1aEAmgi958+ne/9/DSDD8/6A8yIAQ0joD2BL5I21eaPAGqnVT5T3mxiACtau/7U+ohoCIuQD8HTkstCBfQd8/QzsHzaQsARwSOdlfGBnkXFAIaR0C3Q2Jp2r7S5AvQ63yP5iwiQD8E9graKAEVcQH6N3BUakGogF4GnK4oyzfVv4ffJ2hDuQoBjSGg/9bD5un7SpMvQD/zPZqziAA9GRgStFECKuICdCWwS2pBmICOB+pdrx0Fj0f+uBoYFbSlHIWAxhDQicDR6ftKky9A1zf1O5qzeABd3hANfP5cRAioiAtQpRHapBaECWhPtCtXbw5DN/X/R6FX0JZyFAIaQ0CHQ5zXMLivNPkCVOkOfCYtFg+gQ4F+gRsloCJuQLdCaWoMhAnodrhT20IZnlJvnpSfTCTHIaB5AbRy2LAxk3w/5lTffTybvq80eQP0Ib/r2BcPoPsCYwhoqq9v3IDuB6TuHyagDfVziXwO/K3ejEKToC3lKAQ0L4DerX/K3WDrA/pceu8Ln/3h+mWrr+Z+SN9XmrwB+qfzpGWpFA2gfyWweRUBTfX1jRvQ44CfrAVhArqpfjjHYPGJwbMBR/PlLgQ0L4AeCGcab9e13xX3v/L53/qPsQVKAzYbT0CVDj5HcxYNoNcC1wVvlICKuAE9H/jQWhAmoAdAO1/8bjhDm7kQuwZtKUchoPkAdG19NDuvxx6b1oEnzXY47JQEOtX08eYPUL+jOYsF0Kr2SEwmoLa+vnEDeov9I6kwAb0ZjcZUDwXeUqd/LUO/oC3lKAQ0H4B+buz0UzVn4ruPD+rf/T9tEk5Gg74/jCmgI3yO5iwWQD8E9kuzUQIq4gZUJe0ua0GYgC5rBtQDtlqrLO5eH4kfg7aUoxDQfAB6G3C3c8n6Wd+8/cgNp/93x5Y6oAHXWY8roItL5TuvFgugJwNPElB7X9+4AX0HuNxaEOqO9J+3Uv94Go1RlGnqrfSE9LkOAc0HoEcBX/qttnbaly+/GHQcb0wBVfYE/pAUiwTQZQ3QcDkBtff1jRvQb4CTrQXhHso5d9hFt2kX8Jy2WXJk0HZyFgKaB0ArN0KjoN9DjcaYSB4BvQ5wn65bS5EAqu0Emm6jBFTEDaj6cvBQa0FMz8ZU0xDQPAA6ETg4zWWNM+grTR4B/QzoLikWCaDaTqDpNkpARdyArk2gs7UgMkBXHHtJ+jtlHQKaB0DvB64tPkB9juYsDkAnJ9CuMt1GCaiIG1ClmW2XzMgAHYWG6e+UdQhoHgA9DhhZfIAqSenRnMUBqHkmUAKa6usbD6DbIWEtChXQyvt6dDGyfQk2DtpSjkJAowe0uhXK5hQhoA9pe5p7UhSAWmcCJaCpvr7xANoVmGkuCBPQqv86dgY8N2hLOQoBjR7Q34H901yVM5O+0uQTUPnRnEUB6Gj1KUu/UQIq4gH0RGCCuSBMQN8Etji9G3DmuWfvgsavbdA56WsYAho9oEOBgcUIqLIFSrzPYFEAehL0E/wQUHtf33gAvQR4z1wQJqDdsO1y7ROyD9W3eRfYryMSXgho9ID2Az4oSkDPBl7xFIsB0GUN0WBZ+o0SUBEPoLeb//4o4QLaST8+ZShuVP+/pmPpr0FbylEIaPSAbo7SZUUJqPTanMUA6OPAKRlslICKeAB9GrjVXBAmoI30o+DHo4828yD6B20pRyGgkQM6A9g1zTWRChRQ6bU5iwHQfYCPM9goARXxAPoBcJG5IExAW+mAzsRu2syn2DJoSzkKAY0c0OeBS4oTUOnRnEUA6F/GTqDpNkpARTyAfg/0NheECeiBuFe7c/162gP4CfWDtpSjENDIAR0AvF6kgF4vOZqzCAAdCNyQyUYJqIgH0NnAgeaCMAEdgG21IbOz/pXVi0FXZsxZCGjkgG6HxPwiBXSc5GjOwgfUfjl4Aprq6xsPoBUl2NZcECagY4DtHlKUC7DjfGVeZxwetKUchYBGDejCBLZLd134QgVUdjRn4QM6Gjggo40SUBEPoEpLNDUXhHok0knQPoX/rRQNOteHfoGksENAowb0DWjfDhYnoNrRnGNdxcIH9CTbTjgENNXXN15AdwTM302ogK6/s0N79eZO/UAk6fm9cx0CGjWglwLPFS2gkmtzFjygqZ1A022UgIp4AT0cKDcWhH0yEf1n+viUg/u/HbSdnIWARg3obsC0ogVUcjRnwQOa2gk03UYJqIgX0H7AV8YCng+UgJqpCaD/1tH3lSxSQJUtPUdzFjygqZ1A022UgIp4Ab0CeNNYQEAJqJmaADoK6KsUL6D9PUdzFjqgtp1A022UgIp4Ab0H+D9jQbiAVjx72vPabbfeTwUNu9yFgEYM6LXA40rxAuq9NmehA2rbCTTdRgmoiBfQ54FBxoJQAZ3aCbhTm9gd2H9a0IZyFQIaMaAHAL8rxQuo92jOAgfUvhNouo0SUBEvoGNSJ+cME9C1qp8b6++Abu0A/CdobOUqBDRaQNfWRwvtb7tYAdWO5vzdUSxwQO07gabbKAEV8QL6C3CssSBMQLWdQCrEZOXNqU8NwgwBjRbQcUBP7bZoAfUczVnggNp3Ak23UQIq4gV0AbCPsSBMQPfH0amZnvaZ0EJAowX0VuA+7bZoAfUczVnYgDp2Ak23UQIq4gW0uq51aqQwAd0Ew1Izz/JsTOn7WikUQI80Lm5QtIBWuI/mLGxAHTuBptsoARXxAqpsigbGgjABLcPrqZk3eTam9H2tFAiglU3QWP+QpmgBVXq4juYsbEAdO4Gm2ygBFZEAuitgDJIwAd0C16RmrkWHoC3lKAQ0UkAnAEfqE8UL6MOuozkLGlDnTqDpNkpARSSAHg0Y0oQJ6FloM8Ocnt0WpwZtKUchoJECep95bYPiBfRPYHd7saABde4Emm6jBFREAuiZwDixIExAfyrF9sYbhi93Qf2fgraUoxDQSAHtaY6j4gXUfTRnIQNa1R6JvzPfKAEVkQCq/kv0qlgQ6o70twPo3G/gTWfsoU48FrShXIWARglodSuUiYZFDKjraM5CBtS1E2i6jRJQEQmgDwAPiQXhHso5vB2MbHxf0HZyFgIaJaCTrD/IIgbUdTRnIQPax7kTaLqNElARCaCvANeJBSGfTGTNkKO2qoPNul4buJnchYBGCejj1hcsRQyo62jOAgZ0WQM0Wu6sEtBUX99IAP3M+lc1grMxVQQhk+MQ0CgB7QuMElNFDKiyl+NozgIG9P/g+SKXgKb6+kYC6B9AN7GAp7MjoGY2GNDNUWoM5mIG9HrggdRcAQO6N/DJhmyUgIpIAF1q7ZtBQAmomQ0FdBqwmzFZzICOs15taClcQP9KoIP74RHQVF/fSABVGpif6xBQAmpmQwF9DrjUmCxmQJ1HcxYuoNcAN27QRgmoiAzQDqgrnmoCSkDNbCig/YE3jMliBtR5NGfBAqrtBDplgzZKQEVkgO4FiAdKQAmomQ0FdDskzN9cUQPqOJqzYAEdBRy4YRsloCIyQI8BftMnCCgBNbOBgC5IYHuzWNSA/mU/mrNgAe0D+8nRMtkoARWRAXqOeVYWAkpAzWwgoK8DA8xiUQPqOJqzUAHVdgL1bp+Apvr6RgbojcAL+gQBJaBmNhDQS4DnzWJxA9ofeNmcLlRAJTuBptsoARWRAfooMESfCBPQs98IHOFhhIBGB+iugDUMihvQEcCZ5nShAirZCTTdRgmoiAzQN4Cr9IkwAQXqHHD7D9VBG8h1CGhkgC63H+JY3IAuKcVm5nSBAirbCTTdRgmoiAzQL80X9OECqqX1qS8H/k5yGgIaGaAfAP2sYnEDaj+as0ABle0Emm6jBFREBugU4Ah9IkxApz131ja6oSV7DfomiosaE9B0fXMI6EBgqFUsckBvSB3NWZiASncCTbdRAioiA3QlsLM+EfaXSHNeOa9zQkO0eZ/hQVvKUQhoZIDubz/HRpEDOj51NGdhAirdCTTdRgmoiAxQpQla67dRfAu/8M1L/lOiGhp4p9yEgEYF6Nr6aJH6eLvIAa3YyDqaszABle4Emm6jBFRECujWKNEvpxgFoOu/uvPoxgQ0g75W4g/oZ8BxqWKRA6odzfmpmCpIQOU7gabbKAEVkQKqvgGbq92GDejqsTcd0kD/ILRlr6At5SgENCpABwP3p4rFDujDwEAxVZCAyncCTbdRAioiBfR44EftNkxAl48auF898U38CY9OCtpOzkJAowL0CGBiqljsgP5lnbmvIAGV7wSabqMEVEQK6IXGycTDBLRUx3PTkx7/I2gbOQ0BjQjQiiZoXJEqFjugqaM5CxFQn51A022UgIpIAVXfgT2j3Ya8H+gmgycH9c95CGhEgH4HHGUrFj2gA8yjOQsRUJ+dQNNtlICKSAF9ArhTuw19R/ptznz6b2k1lBDQiAAdAtxmKxY9oK+ZR3MWIKB+O4Gm2ygBFZEC+i5wmXYbJqA/P3qSuKxx6+Mf+D5o2OUuBDQiQI8FxtuKRQ/oUvNozgIE1G8n0HQbJaAiUkDVt2Anabdhfws/7YVzu+g70jc+4pagLeUoBDQaQKtboszequgB1Y7m1L8HLUBA/XYCTbdRAioiBXQ6cLB2G8V+oItHXr1fGfcDzaCvlbgD+pvrRU3xA3qDsdtW4QHquxNouo0SUBEpoOuM04lHAejaz27qSkAz6Wsl7oD+H3CdvVj8gI4HjtZuCw9Q351A022UgIpIAVWao7l2Ezaga8ffcnB9/YQiu1/ne6fchYBGA+jJwGh7sfgBNY/mLDxA97KOotrAjRJQETmg2yOhbS9MQNd9MfhQcRRSm/9v7z7gnKjz/4+/l14UwXKH/We/Oz317P7uvFPP8/730++ysCJShcMCWFCxoKKIFXsHRVGxd1EQ7NgbNkCKistKhwUWls6W+Wfmk0kmycw3s9mZhE3er8fjLjP5ku8km8nT9PR5Vvv3DiwCmh1A90DTBA3yH1DzZ8RMhxodoJ/D602g6TZKQCV3QE8A5hvhAtrGwrPFCbf+oNtGoBHQrAA6z/kza2YFAOgD8mnORgfoBcDwzDZKQCV3QLsDXxuhvw903/Mn6K7dwCOgWQF0XPRNcLEKANCf5dOcjQ3Q6l083wSabqMEVHIH9GLgDSNcQDuN+lU3eRgR0KwAehbwasJgAQBqfppzWeMD9E3gHxlulIBK7oCOBMYY2XkVvlo7GmgENCuAHoCixL9ZIQB6DvBs4wP0dOCxDDdKQCV3QB8HbjBCB7T86uN3bAKj9mrvRxGBRkCzAejS6Hvg4hUCoC8D/RodoEtaeb8JNN1GCajkDuhk4DwjbEBvlhfhjRoUZeNNTAQ03bzBABqh5JzEwUIAVH6bs5EBOtDxi8z13SgBldwB/R44zQgZ0JvMLxMpNgHdFrhQt6GgIqDZAPRC4OnEwUIA1PxWzZmNDNCfm6O57sEfAY3P65k7oEuAvxnhAjq7CAd8YL4YH9lhFZpk4yuVCWg2AP0LkLQDFASg15qf5mxcgJ4OnJ3xRgmo5A5oTVPsa4QL6DnYbp4hgBqb/6B9KBFUBDQLgK5pij2TBgsC0E/MT3M2KkCnFmGbHzPeKAGV3AE1fo9tjXABPQiXW4PW6F1Jb70OJwKaBUDfBHonDRYEoNXboc2mRgXoScCIeu/csQio5AHowcC6cAFtixesQWt0ItrpthRQBDQLgA6Vd8A5KwhAzU9zvt+YAH0b2Gk1AbUKHtCTgV/DBbSD3M4E0FHYTrelgCKgWQD0r0Dyr1weEVroAAAgAElEQVQVBqAPAEMbEaB1hwMP1H/njkVAJQ9A+wCfhQvoUTjDGoRs7hDdlgKKgIYP6MKW2KkuabAwADU/zdmIAH0W2GszAZWCB/Ry4JVwAb0VeN2IAvphcwzVbSmgCGj4gI4HSpMHCwNQY280mddoAN2yr/lDeARUCh7QO4EHwwV03W5odulCE9C68dtjN+2WAoqAhg/oUOCe5MECAfRc4PFGA+j9wCG1BDRa8IA+bf3WaahvpP+uA4DdgWN/DxS9p9tQUBHQ8AE9Hvg2ebBAAH0Z6N1YAF3bEXgnk507FgGVPAB9Dzg37I9yLrugBaSjvtBtJ7AIaOiAlm+DdimGFAiglU2xy6+NBNDrgOMNAmoXPKA/Ap3C/zamsgcvOvXI068Zn/yqQ0gR0NABnQj8J2WwQAA1P835duMAtKIdir40CKhd8ICuAI7OztfZZTECGjqg1wA3pwwWCqDXAsMaB6AXAt3MQwIqBQ9oXQvzA3kElIDa+dvH/g18kjJYKIB+Enlc3CgAndcSzX82FwioFDygxm5oRUDNCKjkax+r2x4tUycpFECrt0Nr3VW+1QDaExhkLRBQKQRADwcqQwK0vWu6LQUUAQ0b0B9dfyKiUAA1SoB3NSfdWgCd1gRtl1hLBFQKAdBTgDkhAQrXdFsKqMnTq1yrqHA/3mrNIs1g1UKX4yrLVsrC8hWaU66u97yxlnnNu2hBZN4lGc+7dKVmcJWfee8CLneZd5Vu3qU+5nVvcWXSVGWOC7ByWebzrtYMrlzuPXYncLHmpIvWaAYrNPOmOb8Lo/OaV3/qvKk790nAFbJU/507luvOPX+xHK5enPG8nju3NW/anXCe19Wu3wkbcKNxzFtRFt9z+gCTMtu5V08o0wPaK7kTsgXojHWurVjhfrzV2kWawXVug2vKVslCxUrNKasW13feWMtXeZ1qQWTrSzKed5nXvGarl/qYtyvwusu8qzWnrFzmY173lqxJXF9dVumYd3nm81ZpBldVeI9NB/6gOenitZrBlZp505zfRdF5zas/pRUpO+FkYIfozlf/nTuW6849P7rzVWW+E3ru3Gbpd+55Xlf7skqPATNfO7fHvI6de2VZfM+5DBiX2c5dNWGeHtCkau9rB7S9IzQ24/EhfNgP4XdDM5dHogXzEN74E/Cl9+jW8RC+7mjgrugyH8JLITyEvw+4NysvIn1zROTuZ6fftP8moAhoyICWAX9xGSwcQG8GBniPbh2AvgTsaWNCQKUQAH0BuDILgFYNbgrsPl63meAioCED+gQw0GWwcACd1wzbeV/pWwWgNX8EnrRXCKgUAqAfmT/YFzqgr+wKNL1E98vVQUZAQwa0PzDOZbBwAF13MvCU5+hWAejDwJ9j54OASiEA+pP5Ey9h/y78KZFH70f/oNtGoBHQkAHdH0XJX6ZsVkCAjgFO9BzdGgDdsBvwZmyNgEohALoGOCxcQKtvawO0H6XbqQKOgIYL6FJgf7dbTgEB+svOKPL8peCtAdCbgePiawRUCgFQow12CRXQz/4cufvZfYluA0FHQMMF9EWgd4EDWnYZMNxrdCsAdNX21k9N2BFQKQxA90Kz2vAAXXVOEbDvO7rpg4+AhgvoBcADhQ7orCLs5nXyrQDQIUBnxyoBlcIA9BhgeWiAPv07oMU1uttrGBHQcAE9FPiq0AGtOdb745y5B3RhazSd6VgnoFIYgJYA00MC9Od/Rh69Hz9HN3coEdBQAV3dFP+zsOABHQP08BjNPaB9gbOcgwRUCgPQAZH/koYD6IiWwE5P6GYOKQIaKqATgT4EdO02aOVxkXIO6OxmaDXfOUhApTAAHQ48Fd6XiexzRHK6LQUUAQ0V0CuARwio+YvgD7qP5hzQYuCKhEECKoUB6Gjg9jz7NiYCGiqg/wvMIaDGFMDj3kCuAf2yCO0Tr0UCKoUB6KvApeEAeoxrui0FFAENE9ANLbBTHQE16vYF3D8ckmtA/wrcljhIQKUwAP0c6M1vpCegdmn3sQ+A0wwCahg3ABe7juYY0NeBXZL2SAIqhQFoGfAvAkpA7dLuYyPM7+8ioBFFmmIH11trbgGtORB4NGmQgEphALoB+DMBJaB2afexk4DvCKh50n8DL7uN5hbQx4ADqpMGCagUBqBGO+xEQAmoXbp9rHobtKshoOZJnwdOcRvNKaAb9wBeSx4koFIogO6PJmsJKAGNlm4f+8r8+i4Cap50845otshlNKeA3g4cVZc8SEClUAD9OzCPgBLQaOn2scgN9BYCKregC6y/RUq5BHT1DsAHKYMEVAoF0K7AFwSUgEZLt48VA58SULkFfQfsn3JvL7eAXgmcmjpIQKVQAI38Z/R1AkpAo6XZx+p2QKtNBDR6CzrU+q9JcjkEdHEbNPk+dZCASqEAeiMwhoAS0Ghp9rEZwPEGAY3egu4F+qeO5hDQc4AzXQYJqBQKoI8C1xNQAhotzT72IHCNQUCjt6CVLbFNKoi5A/SnZmjxq8sgAZVCAXQCcD4BJaDR0uxjZwDm12MTUFnoCjyWMpo7QEuBS9xOSUClUACdCpxOQAlotDT72O5oZgpAQGVhUsJPD0XLGaBfF2Fb192YgEqhALoA+DsBJaDR9PvYV8CR5iEBlYXa3YGUHyjNGaAnAje6npKASqEAuqUIBxBQAhpNv4/dCwwxDwlodOlq4Krk0VwBGrk7vPM6lyECahcKoMYOaE9ACWg0/T7WHRhvHhLQ6FJZEXZNniZHgNb+BRjtfkoCKoUD6IGA9leHCSgBtdsbRdZthoDai38H3kwazRGgTwH7bXEZMQioXTiA/hOYlsG8BLTwAF0CHGgtEFB78XHz61ETyw2gq/YBXvQ4JQGVwgG0h/cPtOrmJaCFB+gLwEBrgYDGFtuhRdJVnBtAbweOcPlcqRUBlcIB9BLgmQzmJaCFB+j5wLPWAgGNLZ8F3JM4mhNAl/4OeM/rlARUCgfQW4G7M5iXgBYeoIcCC6wFAhpb/gw4JHE0J4BeCZzseUoCKoUD6DjgygzmJaAFB+iapvgfWSKg8ZU/AN8kjOYC0KVtUfSt5ykJqBQOoG+7fiNC2nkJaMEB+g7QU5YIaHwl8gjuvITRXADaBTjD+5QEVAoH0B8AlcG8BLTgAL0OeECWCGh8ZXEzdEj4i+YA0MijyLbl3qckoFI4gC4Fjs5gXgJacICeDES/bJKAOtZOBZ5zjmYf0AUdgPs1pySgUjiA1jbDXhnMS0ALDdDa7dA2+nuPBNSx9krS6zdZB7T2BOCkYHfuWARU0gBqdESbDOYloIUG6DTg79FFAupYq+6IJs7bQtYBvRPYca77p+AlAiqFBOihgI4WAkpArUbHv22SgDpXLwGud6xmG9CZrYEX1xJQq1wA+v+AX+o/LwEtNED72G+jJ6CJt6Afgb0caGYZ0C1HAH0MAirlAtAzgU/qPy8BLTRA90XRnOgiAU1YPzLht4SzDOiVwG6rCGi0XAB6BfBy/ecloAUGaEURDrTnJaAJ66OA3vG17AL6eVM0ed8goNFyAehdsbf31WdeAlpggI4HziagVsm3oNVt0LoytpZVQNftJ89ME1ApF4A+K7+0WM95CWiBARp5oPIYAbVKvgUZPYGHYytZBfRc4E/mn4OASrkAdOn7X+kIIKAE1Ow4YA4BtUoB9D3gmNhKNgF9uwjNvjYXCKiUC0Az27kJaGEBuqUNdqgjoFYpt6C6vYGZ9koWAa3YGbjJWiKgEgFteAQ0DEC/NL8ygYBapdyCjOHAZfZyFgE9HThWzgoBlQhowyOgYQB6F3AzAZVSAS1vgt/bZzN7gD4JtI3u7ARUIqANj4CGAWhX4EMCKqUCav6y2PjoYtYAXdgBeCi6TEAlAtrwCGgYgO6G5usJqOQC6NNAp+hitgCtPRE42f4ZJAIqEdCGR0BDALQcONIgoJILoBs7oFn018GzBehdwA6xR/MEVCKgDY+AhgDos8BgAhrNBVBjIHC7LGUJ0FmtgRdigwRUIqANj4CGAOgFwPMENJoboF8DB8hSdgCtPhLoFR8koBIBbXgENARADwfmE9BoboAaBwNfWAvZAfRqYFfH35SASgS04RHQ4AFd1wy7GgQ0miugdwLnWAtZAXRqcxRNdgwSUImANjwCGjygHwCnGwQ0miugK1qinbUnZAPQ9fsDFzkHCahEQBseAQ0e0BuBuw0CGs0VUPOnhZ80D7MB6ADgjwm7BwGVCGjDI6DBA3oK8JVBQKO5AzoBOME8zAKg79jfIRKLgEoEtOER0MABrdsRrTcbBDSaO6DVu6BorpENQCt3A25IHCSgEgFteAQ0cEBnR3+Qk4BauQNqfmPqtUY2AO0GHJ70RyGgEgFteAQ0cEDHAkOd8xJQt6N/KsJuNVkA9AGgTfI+TkAlAtrwCGjggJ4FvO6cl4C6Hv+/wNvhA/pDe2BU8iABlQhowyOggQP6JxQtd85LQF2PfwQ4I3RA604E/lWXPEhAJQLa8Aho0IBWNsH+CfMSUNfj126DlivCBvQeoP381E0TUCsC2vAIaNCAvgn0TZiXgLoP9DV/4DZcQGe3tr6VIDkCKhHQhkdAgwZ0mP2jkwTUyhPQj4DDwwW0+iigs8sgAZUIaMMjoEEDeiIwI2FeAuoxcgDwfaiAXgPsPMtlkIBKBLThEdCAAa3ZBu1qE+YloB4jNwKDwwT0m+Yoem6xyyABlQhowyOgAQP6LfD/EucloB4jC5tih4XhAbo+cg/3wmUElICGGQENGND7gRGJ8xJQr6H/AGPDA3QQ8IcNBJSAhhoBDRjQHsC7ifMSUK+hF4GTQgPU/A6RrwwCSkBDjYAGDOj/oMmaxHkJqNfQ5h3RpFx30gYAump366EAASWgoUZAgwV0EXBI0rwE1HPsQuAm3UkbAOgZ8h0iBJSAhhoBDRbQV4ABSfMSUM+x74H9Uj5o6Thp5oCOBtrMMQgoAQ05AhosoEOi37RuENBoOkCNw4BxmpNmDOjC7YD7zQUCSkBDjYAGC+ixwC9J8xJQ78HngV2897SMAV16CHCyddeWgBLQUCOggQK6qSV+lzwvAfUerDsauMr7pBkCOm9fYPuF1iIBJaChRkADBfRTx4evCaiVFlDj/SZo+YvXYIaAztoNaP+5LBNQAhpqBDRQQG8Dbkuel4BqRpf3A0o9T5oRoFN3BHae4vxd+OQIqERAGx4BDRTQzsCnyfMSUM3o8iXbAe94nTQTQKe0A/aeu5SAxuYloCFGQAMFtCNaxk5AQK3SAFp7K3BgtcdJMwD09VbAQYsMAhqfl4CGGAENEtC5wLEp8xJQzejy2s37Aw95nLT+gD7ZDDgucjEJaHxeAhpiBDRIQJ8EhqTMS0A1o8trjfHA9u431voDel8T4BRzVyCg8XkJaIgR0CABHQi8nDIvAdWMmt8H+m/gYveT1hfQkQB6WH8BAhqfl4CGGAENEtBDgIUp8xJQzagJ6MzmaPaj60nrB2jdRRE/B0W/zZqAxuYloCFGQAMEtKop9kqdl4BqRq1vpD8f+JfrSesFaPWZET+vsAcJaGxeAhpiBDRAQN8BeqbOS0A1oxagq3YAJrmdtD6Arv8PUHRHbJCAxuYloCFGQAME9Drzh3pT5iWgmlH5TaT7gD9sSR2sD6CVfwOajo0PEtDYvAQ0xAhogID+G/g2dV4CqhkVQGv+DNztclL/gC49FGj5smOdgMbmJaAhRkCDA7S2A9o63hJOQK38AGq8D7RPvfL9A1q+P7CN8wNNBDQ+LwENMQIaHKDTgRNd5iWgmlH7Z42L419E7TipX0DNrw/Z/ouEQQIam5eAhhgBDQ7Qh4FhLvMSUM2oDejclmj6Q8pJfQJqfX3I9MRBAhqbl4CGGAENDtC+wJsu8xJQzagNqHEZcELKSf0BKl8fkjRIQGPzElDXnlfRFjqO3PhI/65Dn69JtxKPgAYH6P4och5BQK18Alq1s/NTXNGT+gI0+vUhSYMENDYvAXXtHhdAKy5UqpdSV1bpVxwR0MAArSjCn9zmJaCa0RigxqPAXkl/bF+APhX9+pCkQQIam5eAujZU/bzRyvGzhlepoRXGokHqbv2KIwIaGKCvA2e5zUtANaNxQGuPTPmNYz+Axr4+JGmQgMbmJaCu9VUpt+3Zqru5yy0tKV6uW3FGQAMDdCgw1rlOQK38Amp8VoRtEh+J+wA0/vUhSYMENDYvAXVrc3HvlOPGqjutwyvVG7oVZwQ0MED/Dsx2m5eAakYdgBrdgDMTT5oOUOvrQwbWug0S0Ni8BNSt+eqylOOuUlOsw5fMR+reK84IaFCAbmmDDnXOUQJq5R/QBW1R9GXCSdMAmvD1IUmDBDQ2LwF162t108vndx1426+O4/qqGdbhFHWpbsUZAQ0K0K+AU13nJaCaUSegxrXAMc7/BqUBNPHrQ5IGCWhsXgLq1htKqc5nKlXyevy4rqrcOpyqBulWzOq2SG/NqXWtqsr9eKvqpZrBWrfBTWXrZWHNOs0ptyyr77yxKtd7nWpxbe3mioznXbVBM7hxhWPlLuBG13kXLnc56cqNmnk3rNSdJe35rdiUuL6xzHEBNlRmPO/yLZrB9as1g2vLdCddVu1YWbcn8KTzpGt0Z+kn8+tDHvUYXFoTPVzsMli1VjNt/XfuWK47t331b3HbDfzN67lzm6Xfued5Xe3+d27XeT1z7twpV39GO3f1hPKgAR2jun9Rbax7VHWK/6x2iZL/es5U/XUrZisnSJO+LGOBdArwbK7PQ2PvHqDjjz7/7dd/AlqMCvXssK2lXyckPVJuOKBl38pDgttV/L0fvWP3My/SrZht+k2aPL3KtYoK9+Ot1izSDFYtdDmusmylLCxfoTnl6nrPG2vZSo+BRQsi8y7JeN6lXvOarXLOuxuaLXWdd/5it3lX6eZdqhnUn98llUlTlTkuwMplGc+7eLVmcOVyzWBFme6ki9Y419YcDVzuOKlm3g/3ALaZ6Dm8MDqvefWnnqVgd+5Yrju3ffWvdtsN/M3ruXNb86bdued5Xe36nbABNxrHvClXf0Y79+oJZUEDajfdvk8ZabCSX0aYokboVpzxOdCAngOdDxzmPi+fA9WMLk98Cf3rJmg9L35S7+dA72sB7DjVe14+Bxqfl8+B6lqmOseedx+uPrYOX1UP6FacEdCAAH0BON99XgKqGU0C1Pw+ga7xk3oBuvo0AAf8rJmXgMbnJaAurX9jouwiM9Xg2JFj1X3W4XD1pm7FGQENCNALgWfd5yWgmtFkQJe2Az6MndQD0O/2jfjZu8x9MDoPAY3NS0BdquulvrEWHlCjYkfOUH3MP8maLqXrdCvOCGhAgB4BJL1QSECt6geocQtwqH0CD0DHtQFa3aM/vwQ0Pi8Bdes51euHyE3i6eIelZG1iW9YEF6qbqsxNl2p7tWvOCKgwQC6oTl28ZiXgGpGUwDdvB8wxj6pG6BV3c2H79PSnF8CGp+XgLpV85hSPfoXqx7WHdFSZT1+XNxLdbusVJ1bpV9xRECDAfRD53N3ifMSUM1oCqDGq8DvKqMndQF05oERP0vNC0JArQhopn19bY+uQx6WP04UUGPl/X079x8bvR69V+IR0GAAvRm4y2NeAqoZTQXUOBkYEj1pKqDRh+9mBNSKgAbSwy9ldjoCGgygCvgyaZSAWtUb0JnN0GKOnDQZ0A1nRe5+7ve9rBBQKwIaSDd/ktnpCGgggNbthFbJJBJQq3oDagyyv1UgGdDZB0X87Bx9fE9AJQIaRE8M0t0gNRHQQACdAxznNS8B1Yy6AbpyB2CyddJEQMe1BVreE1sloFYENIim6LzTRUADAfQxl69VI6BW9QfUuAf4o3k5EgDdeGHk7ueejudJCKgVAc1pBDQQQM8GxnvNS0A1o66AVkceqpvvt3MCOufgiJ+dnH8YAmpFQHMaAQ0E0AOBlGkIqFUGgBrvAR0qEgB9ahug2UjXL6x2jYDG5yWgIUZAgwC0sgn285yXgGpG3QE1TgUGOQC1Hr7v/nnivyGgVgQ0pxHQIACdlPxrPs55Cahm1APQuS3RdFoM0J8Oifipkm/QBNSKgOY0AhoEoNcAD3nOS0A1ox6AGkOAE21AX20fefg+POUfElArAprTCGgQgP4TmO45LwHVjHoBWtUReNUCdJP58H23T1P/CQG1IqA5jYAGAGhNO7RLVYKAWmUGqDEG2HtFBNDyoyN+nuR23gioFQHNaQQ0AEC/A072npeAakY9Aa09AhhRZYzv4Prw3YyAWhHQnEZAAwD0AWC497wEVDPqCajxaRHazrqiCNjV41PKBNSKgOY0AhoAoL2At73nJaCaUW9Aja5Am8jD93977RQE1IqA5jQCGgCge6OJyz5KQK0yBnRe6wifTW/0/AcE1IqA5jQC2nBAlwB/1sxLQDWjGkDNN4ftPMV7mIBaEdCcRkAbDuirwLmaeQmoZlQH6MazeunOEwG1IqA5jYA2HNBLgXGaeQmoZlQHqO534Q0CGo2A5jQC2nBA/xf4RTMvAdWMElAf8xJQAprHgG5qhd/p5iWgmlEC6mNeAkpA8xjQz4AS3bwEVDNKQH3MS0AJaB4Dejtwq25eAqoZJaA+5iWgBDSPAe0CuH5WhoBaEVA5JKASASWgdrKP7YzmrhsnoFYEVA4JqERACaidtY/9ChyjnZeAakYJqI95CSgBzV9AnwIu0c5LQDWjBNTHvASUgOYvoIOAl7TzElDNKAH1MS8BJaD5C+ihwALtvARUM0pAfcxLQAlo3gK6thn21M9LQDWjBNTHvASUgOYtoO8C3fXzElDNKAH1MS8BJaB5C+j1wH36eQmoZpSA+piXgBLQvAX0P8A3+nkJqGaUgPqYl4AS0HwFtG57tK3Wz0tANaME1Me8BJSA5iugPwInpJmXgGpGCaiPeQkoAc1XQMcAV6eZl4BqRgmoj3kJKAHNV0D7ARPTzEtANaME1Me8BJSA5iugB6DI64ZBQK0IqBwSUImAElC7zStXFOGP6eYloJpRAupjXgJKQPMU0DeA/unmJaCaUQLqY14CSkDzFNArgUfTzUtANaME1Me8BJSA5img/wBmpZuXgGpGCaiPeQkoAc1PQJe2QQdPAQioFQGVQwIqEVACarf5PeD/0s5LQDWjBNTHvASUgOYnoDcDN6Sdl4BqRgmoj3kJKAHNT0A7A++nnZeAakYJqI95CSgBzU9Ad0VT778TAbUioHJIQCUCSkDtyoHD0s9LQDWjBNTHvASUgOYloM8A56efl4BqRgmoj3kJKAHNS0AvAJ5JPy8B1YwSUB/zElACmpeAHgnMSz8vAdWMElAf8xJQApqPgG5ogV18zEtANaME1Me8BJSA5iOgU4BSH/MSUM0oAfUxLwEloPkI6NWeP8iZMC8B1YwSUB/zElACmo+AHqX5JhGDgEYjoHJIQCUCSkCjQ02xs595CahmlID6mJeAEtA8BPQVoLufeQmoZpSA+piXgBLQPAR0IPCQn3kJqGaUgPqYl4AS0DwEdF8U6Z4CJaASAZVDAioRUAJqVQ4c5GsfI6CaUQLqY14CSkDzD9BHgMEE1IqASgRUIqAE1M4b0G7AGwTUioBKBFQioATUzhPQ2p3QYiUBtSKgEgGVCCgBtfME9FvgH/72MQKqGSWgPuYloAQ07wC9FbiBgEoEVCKgEgEloHaegP4L+JKASgRUIqASASWgdl6AbmyN9jUEVCKgEgGVCCgBtfMC9F2gi899jIBqRgmoj3kJKAHNN0CvAEYR0GgEVCKgEgEloHZegB4O/ExAoxFQiYBKBJSA2nkAuqIJ9vS7jxFQzSgB9TEvASWgeQboC8BZBNSOgEoEVCKgBNTOA9CzgecJqB0BlQioREAJqJ0HoHuhaDkBtSOgEgGVCCgBtXMH9BfgLwYBtSOgEgGVCCgBtXMHdDRwuUFA7QioREAlAkpA7dwBLQXeMQioHQGVCKhEQAmonSugNdujlbk9AioRUImASgSUgNq5AvoV8E/zkIBKBFQioBIBJaB2roDeBNxiHhJQiYBKBFQioATUzhXQE4BvzEMCKhFQiYBKBJSA2rkBur4ldrBu9wRUIqASAZUIKAG1cwN0MtDVWiCgEgGVCKhEQAmonRugQ4CHrQUCKhFQiYBKBJSA2rkBegjwq7VAQCUCKhFQiYASUDsXQJcVYR9ZIqASAZUIqERACaidC6DPAOfKEgGVCKhEQCUCSkDtXADtB7wkSwRUIqASAZUIKAG1cwF0dzSN7lsEVCKgEgGVCCgBtUsFdA5wZHSRgEoEVCKgEgEloHapgN4PXBVdJKASAZUIqERACahdKqCdgA+iiwRUIqASAZUIKAG1SwG0eju0sfc7AioRUImASgSUgNqlAPo58G97mYBKBFQioBIBJaB2KYCOAG63lwmoREAlAioRUAJqlwLoccAP9jIBlQioREAlAkpA7ZIBXdcCO8Zu8wRUIqASAZUKCdBJ3y5xbeEC9+OtFv+mGVziNriobFF03oWBzhtrgde8v5VH5p0f2LxPAp1jK4t8zVvutoEFizSn9Deva/OT5o394a0V3ZWqn1c7qJ13Ydlizaj2kmp3Qv1ZKrf/UbnLYFg7oeu89tUf4E6YUPp5y7z+jGHthM55U67+jOZdPGFuoltbDaC8B1q/e6CDgbGxFd4DlXgPVOI9UKmQ7oES0PoBeiAwL7ZCQCUCKhFQiYASULskQJcU4YD4GgGVCKhEQCUCSkDtkgAdB5wXXyOgEgGVCKhEQAmoXRKgvYHX4msEVCKgEgGVCCgBtUsCdFc0dVz/BFQioBIBlQgoAbVLBPRH4FjHKgGVCKhEQCUCSkDtEgG9G7jGsUpAJQIqEVCJgBJQu0RATwE+cqwSUImASgRUIqAE1C4B0Op2aOvc5wioREAlAioRUAJqlwDox8ApzkECKhFQiYBKBJSA2iUAei1wt3OQgEoEVCKgEgEloHYJgB4LzHAOElCJgEoEVBVAKOUAAB4cSURBVCKgBNTOCWhVc3Sscw4SUImASgRUIqAE1M4J6Higd8IgAZUIqERAJQJKQO2cgJ4PjEsYJKASAZUIqERACaidE9ADgAUJgwRUIqASAZUIKAG1cwC6EDgwcZCASgRUIqASASWgdg5AHwMGJw4SUImASgRUIqAE1M4BaA9gQuIgAZUIqERAJQJKQO3igNZ1RLMkKAioREAlAioRUAJqFwf0B+C4pEECKhFQiYBKBJSA2sUBvR0YkTRIQCUCKhFQiYASULs4oP8GPksaJKASAZUIqERACahdDNDNbbFtEk4ENBoBlQioREAJqF0M0A+ATsmDBFQioBIBlQgoAbWLAXoVcH/yIAGVCKhEQCUCSkDtYoAeCcxOHiSgEgGVCKhEQAmonQ1oZVPsmjJIQCUCKhFQiYASUDsb0JeBfimDBFQioBIBlQgoAbWzAR0APJMySEAlAioRUImAElA7G9B9ULQkZZCASgRUIqASASWgdlFAy4GDUwcJqERAJQIqEVACahcFdAwwJHWQgEoEVCKgEgEloHZRQE8HJqcOElCJgEoEVCKgBNROAK3dCS1cbnQEVCKgEgGVCCgBtRNAvwGOdxkkoBIBlQioREAJqJ0AOhK4yWWQgEoEVCKgEgEloHYC6EnAVy6DBFQioBIBlQgoAbWzAN3YGu3dFCCgEgGVCKhEQAmonQXoO0Cp2yABlQioREAlAkpA7SxALwdGuw0SUImASgRUIqAE1M4C9DDgF7dBAioRUImASgSUgNqZgK5ogj1dBwmoREAlAioRUAJqZwL6PHC26yABlQioREAlAkpA7UxAzwJecB0koBIBlQioREAJqJ0J6F5o4n7GCKhEQCUCKhFQAmoXAfRn4DD3QQIqEVCJgEoElIDaRQAdBVzhPkhAJQIqEVCJgBJQuwigXYB33QcJqERAJQIqEVACale5sWZ7tPKYnIBKBFQioBIBJaB2lRu/BE7yGCSgEgGVCKhEQAmoXeXGG4GRHoMEVCKgEgGVCCgBtavceDzwrccgAZUIqERAJQJKQO0qV7bEDl43cgIqEVCJgEoElIDaVY4HTvcaJKASAZUIqERACahd5YXAGK9BAioRUImASgSUgNpV/hko8xokoBIBlQioREAJqN1PRdjXc5CASgRUIqASASWgdmOAAZ6DBFQioBIBlQgoAbXrAbziOUhAJQIqEVCJgBJQu13R1HtHIqASAZUIqERACWi02cBR3qMEVCKgEgGVCCgBjXY9cJX3KAGVCKhEQCUCSkClD5sDn3oPE1CJgEoEVCKgBNSqfCegj+aUBFQioBIBlQgoATXbcARwhM4cAioRUImASgSUgEaq6w50nLXRY9SMgEoEVCKgEgEloJFGAs0/riSgVgTUx0YJqERACahhvNMUeMQgoBIB9bFRAioRUAJqlO0AXGAQ0GgE1MdGCahEQAlo1YHA3zYTUDsC6mOjBFQioAUPaN1pwB7mpSSgEgH1sVECKhHQggf0WqD1VHOBgEoE1MdGCahEQAsd0PFNUPSstURAJQLqY6MEVCKgBQ7o7HbAFbJIQCUC6mOjBFQioIUN6Kp9gX9Fr3YCKhFQHxsloBIBLWhAa/8D7FcZXSGgEgH1sVECKhHQggZ0CLDtj/YKAZUIqI+NElCJgBYyoE8DRS/F1gioREB9bJSASgS0gAH9vg1wfXyVgEoE1MdGCahEQAsX0BV7ASV18XUCKhFQHxsloBIBLVhAt/wD+KOTAwIqEVAfGyWgEgEtWEAHAB1+cQ4SUImA+tgoAZUIaKEC+jjQZFLCIAGVCKiPjRJQiYAWKKCftwTuSBwkoBIB9bFRAioR0MIEdPEuQM+kQQIqEVAfGyWgEgEtSEA3HgUcmnz2CKhEQH1slIBKBLQgAe0P/H5+8iABlQioj40SUImAFiKgdwPNP0wZJKASAfWxUQIqEdACBPS9ZsDo1EECKhFQHxsloBIBLTxAy3cC+roMElCJgPrYKAGVCGjBAbrhMOBYt92JgEoE1MdGCahEQAsN0LpuwM6L3AYJqERAfWyUgEoEtNAAvRFo9ZXrIAGVCKiPjRJQiYAWGKBvNQXGug8SUImA+tgoAZXyEtCNj/TvOvT5lH2ZgBpL57QHLvYYJKASAfWxUQIq5SOgFRcq1UupK5N3SQJqzP0T8M9qj0ECKhFQHxsloFI+AnqVGlphLBqk7k46noDW/gvY03PnJqASAfWxUQIq5SGgs1V3c2dcWlKcZFQBA7p+5uQxw3r/fQ+g7TTPeQmoREB9bJSASnkI6Fh1p3V4pXojcaAAAV381Ut3XtjpsB1hV/Si97wEVCKgPjZKQKU8BPQqNcU6fCn5MXzhALrx5/ceG97vn/u1RGLNdr9PMy8BlQioj40SUCkPAe2rZliHU9SliQOZAfr8w5pujy8+/mK05x54WhbGPfWid88/qhl88ZHUfx/f0j0PxJcfHOlo2NUjr71s4GlHdUxyE+0OOmXgLc98Mr9Guy8QUImA+tgoAZXyENCuqtw6nKoGyRHrpkmTv69wbfFi9+Otlp+crFHjqUnHIztfMPLpj+bGLs18zSWtWLRUM7hsoe6k9rzlC1wGFy7TnHKpr3ldW5A079IyxwVYuijzeZdrBpfo5l1Spjupfl7dTqg/v/bg/N9cBhcv0Zxyua95XXOd1776l7vtBv7mXaQ7v8vSzjvP6+oJYOd2zblzL06++jPauZdPmJtbQEuU/Hd1puovR6z+WJr0zSLXFixwP15qhIC22u/4npfd+/IXv6VcmHLdJZ2v+zssTJ3MZd55bhuYv1A373w/87r2W9K8C8ocRywIbt7EjejmnV+mnVc32IDzaw+Wu/0r/c7t60p1zXVnmRedz9/O4n9eu/Tzlnn9GfU7YQPOr2PelKs/o5174YRfEkHLNqC9Y/dAL0ocyOwh/GMjNQ1zOe6my2+whq64+JIrvLv8As3gFRdeccWNnhu9zpp/5H1JTye88OIjD7/44nNPfat5dpUP4X3My4fwPjbKh/BSHj6EH6x+tA6nqBGJA4XzIlJm8xJQiYD62CgBlfIQ0OHqY+vwVfVA4gABJaB+5iWgPjZKQKU8BHSskvfqDFdvJg4QUALqZ14C6mOjBFTKQ0BnqD7mH2tNl9KkfYeAElA/8xJQHxsloFIeAmpcqm6rMTZdqe5NOp6AElA/8xJQHxsloFI+Arq4l+p2Wak6l9/GVL95CahEQH1slIBK+QiosfL+vp37j025hgkoAfUzLwH1sVECKuUloB4RUALqZ14C6mOjBFQioATUjoBKBNTHRgmoREAJqB0BlQioj40SUImAElA7AioRUB8bJaASASWgdgRUIqA+NkpAJQJKQO0IqERAfWyUgEoElIDaEVCJgPrYKAGVCCgBtSOgEgH1sVECKhFQAmpHQCUC6mOjBFQioATUjoBKBNTHRgmoREAJqB0BlQioj40SUImAElA7AioRUB8bJaASASWgdgRUIqA+NkpAJQJKQO0IqERAfWyUgEoElIDaEVCJgPrYKAGVCCgBtSOgEgH1sVECKhFQAmpHQCUC6mOjBFQioATUjoBKBNTHRgmoREAJqB0BlQioj40SUImAElA7AioRUB8bJaASASWgdgRUIqA+NkpAJQJKQO0IqERAfWyUgEoElIDaEVCJgPrYKAGVCCgBtSOgEgH1sVECKhFQAmpHQCUC6mOjBFQioATUjoBKBNTHRgmoVFCAfjnXtVmz3I+3+uUHzeBct8Gfvp4tCzNna07587T6zhvrR695f/g+Mu/0jOedMUcz+JOveb9zu1QzftKccs4MP/O6Nj1p3p++dlyAOT9mPO+0nzWDs2dqBmd9rTvptF90J9XNqz+/P0TnNa/+1HmD3bljue7c9tUfxs5tzZt2J5zqdbUHsHO7z+vYCVOu/ox27p+3WkDff8u9yZM9BmS03oOTJoczb2zQa3TypIbNqxv0d9JJbv8qgHn9DTq3nvU/vjU4KZx5/Z1f161n9e8QuwJC+vumn9d1B0x7yoB2wtQrILN5FyS6tdUAmqXWT9A+MAqxbz7P0YZjfTg9hxuvmqB9hJeFFk/QPVAMu28/y+HGrT6alutz8OavOdz4kgm6J8EyjoBmKwKaw62bEdBcnwMC2vgjoDmKgOZw41YENIxpCWi2IqA53LoZAc31OSCgjT8CmqMIaA43bkVAw5iWgGYrAprDrZsR0FyfAwLa+COgOYqA5nDjVgQ0jGkLDdCaCt0nb8KsSvvpm2y0SvehrrCrqdiS/h+F2qYK3YeNwq6qMocbt8rp1W9VofsgU9iFdPUXGqCMMRZYBJQxxjKMgDLGWIYRUMYYyzACyhhjGZbvgPZTsR5KHBmmfglxuzOU6hH7/sGPlRoY4rZ03azU89nf6tZy6Q2jTJXkbNue52CyeiQrm87NlR/vqxvPO63nhePcvgk1O80ePahbaf+RU1Jff697/6NgNpH/gHY9I9rjiSOhA6qm2is354yQtZ1zsumt5NIbhQ1ojq58u42XK9W5fzelSt/LzRlYf4t5v6kk8r+Bc5PHatUZwWwk/wH91mMkbECL1d3R5Y2lxbnakd9S53ZS2X/78lZy6Y3CBjRHV77dreqcqXWGUfGI6jQ7F9tfd57q9PiM9VvmTuypTvsxaZCA+ix3gJ7Xs1v0Pfsfqau8CNH9pEMQDVXjr1WPxddrEn/WIKzN+7z0WcgL0M11OTwHWQI0+crPbmtU8RJZelhd5fYPanS/sBJAN6l+c2Rp1TDVJ+lHWQioz5IAXT1mSNez7y43FyOAfndltz43fBHKdmeowQ+q6NQ3qUlRQr69YUDpf4d/ZS6+oyauv7PruFA2HmtZcadV76q+gsUwVTm2m+p3y7fhbz7NpX9fXW8dUdmpVPfLVEEkfL2gXrbW7jSfWJii3phzgSoZMDbs/3p5noPsAOq88hM2bxjTR/YecP/KcZ53LoLoG3V2dOkn1c06TLjxOfbFcJql4hevqod62jycc+e5Pa59rdYwRpoP7rsGsZnCAnRmH1VydmfV+WPDvA7HFKvenZR6PIztRgiZrm6zFjeUnjNHCBmtVK+B3ZSaaJiCjb9MdR8fxrbjvahGGOs6K/kM/DB1vTIvcPFLoW8+zaVfW9LF+lzyRDUypDMQyxXQB7oWX3BhsRqalY925gxQ55WfCOi7JeqMXurM4aECOl11jt4Drauy7v4l3vgc+2I43a1uiK9MVL0j/yGZ3Fl17V+srllnTLpXdb7/Ie8T+6+gAN3cVz2x2ah+vrjLIvM6VJctMzY8rVQYX7IQIaSuz2kWE1PUUz9ZhPysSiNnpmaC6meYgvUf4PFDpME1SEX21hvUA9ZK5AIPWWJsfEaZz12Eu/l0l/5a9ak5doUK5+6/I1dA1aDFkfNYopKfGMvWOcgOoM4rP2Hzy0q6fFxnTOuuQgV0Yx/V82XHC/DJN774vhhOZ6p34ysVSpUbvxV3fr/WWHy+GsuH8L7rp7r1lN40/5t8p3Xk/eZeNUz1tG7ho9TlIWw3QojxsLkHm/twuRDydtdR1lgvtcEULNTnYK3mKvOJyCmqe7W5Nkx1tx4wjzYfQIe7+XSX/i11e2SpoviM0L9gxBXQYuuVlZFqcthb9zgHWQE04cpP2PyD6hlz+b1wATVm9Yk8TO5/z/vRnwhPuvE59sVQ2qKU86WrrupL4yZ5U9dPqj8B9V38faCvGcbl0b/pTDXAvA6fslaWqU4hPJttEjJL3RxZWt95oPGT82WUVV3UelOwi4LfalKPqvsN82XwyM5jmBdYXlBYprrUhbz5dJd+dXG3yM36NevshZsroHLRH7eeSsnFOcgKoAlXfsLmz1SWaZu7hguosfH9m3uYt7wh1lsuk258jn0xlFYr5fw9+fPVu3Wdi62nEuomvFFHQP2W8BC+l7p3lNmdqrN5HUa/obGHCuGdviYhdf26rDdfMXk2Rkhd+Scv3dNXCaChP/9X20cepI5Ut5oHw9QUOb6Hqgh582kv/VDzarlEhf8Fpa6AyrOz4/Ia0MQr37n5zcWl8k8GhQyoYV7lE24oVepRI+XGN0X+gbkvhlLkHugcx2p39cUy1Te+TkB95gS0Ov6pJFUTuQ5nydEXqBDepmYSYoxVHxjGCDXfJuT13pEtd7+xmwA6OvitJvZd7NKWml/EOEz9IMdfGLnA4W4+7aV/I/I4bon99oAwcwVU7vjmN6CJV75z8wut5+AjXRU+oGbrR5mWJd/4HPtiOPVxPge6Sqlff1QXx48goD5LuAfao7g6vjJMRb8ivlfCff2Asgj5xXod9HwjSsgrqtu4aWsMo78AGsiLgLruUj0HWpWo9w3zAn8ox/dWS0LefNpLX1Hcu+7FUN+j+PRA6z1avybwNTKbgHqfg2wAmnjlOze/TkXvgZ4fKqCjr59vL16iXkq58Tn2xXC6w3oKKdrbql/dAnVW/AgC6rMEQIco601oxroZ88zr0Hoq3VihSkO4I2QRYpxdUvWe+cy1ENJPfR89T1kBdFPsOa6RarhhXuAnrLWVqqQmG4DqLn3kqph1QaifknlQnqOYZr0H8QUlb5e5MJuAep+DLACadOUnbL6nPGyuOT1UQK9Tb9uLI9RzKTc+x74YTtOVfS/XMNb2Uk8b1Z1K5Ec97rm+ioD6LQHQceoe63CMeta8Dntbn5V5SN0SwnaFkHHq7eFqoU1IF2X9qMKS4uwA+qHqGd05P1edVpsXuIe1A40xPxiSDUA1lz5yf3REuJ9Pek2mf0VdFvn/l+QJi1+Lswmo9znIAqBJV37C5keau7/1dq4wAR2v+kc//bO8q/lkd9KNz7EvhtR1qn/0jSarh6u+G80n3l8z18pVH94D9V0CoOt6qIfXGrUTi09bar0V7coVxqZni4t/C2G7Qsg8dXGJeSiEDFavRP7/h7OUWpYNQK9To6JLm09XE6wLfHmFsen5YvPJ32wAqrn0xhIV8jcFlRWrl+qMWT2tu15fqNPnGcbiQSqbgHqfgywAmnTlJ2x+cefSzwxjZo9O6rsQz8Hmc1XvD5bXGus/Pcd6HSv5xhffF0Oq6lxVMm72xpryyb3UGea3icxSpR/XGcsHm08d1aqSYH5isKAANaaeoYoHdFedzLdxD1OXK9WvRJW8GcZ2hRBjoLJuPkLIl0oNuPq/6upL1LlTwgd0teON4neqS80LPNK6wMXm/Y9sAKq59OaDydCe/ZKeVqpbH6UuNe+IbT5flVw6uERdktUXkTzPQfiAJl/5CZs33uykevZRw69SM8M8D8vPN78LqTTyf1dbViXe+Bz7YlhVXR/ZdnHnyP8Nk/tIEa+7DShRg81Hnt3VgOuC2EhhAWosu3/waefeYT27PUzVTBreq/+t4XwcJUrIs8JE9HXo76/q0WfEO7XTLy59OXxA31D9Ys/tTjXPxjA1a+pNZ/a50fo0dFYA9b70hvGM9cg2zL4Zdma3S1+RB7KrR53dSZVOei27r8J7nYPwAU258p2bjzwOGH7GmU9UD1bzQj0Tte/d0K+0x8W32W9WS7jxOfbF8PrxwQHdug25+2t7fdotZ3W75CXrxayP+3ceEMQm8h1QFmtYiA+X6t8d2XkTUbzqRbn6Qeut5BzENr96hUVIXU8Vyi+l+2nr2hcbEgEtmLaqnXZ9acnqXJ+HQu1eeYfkVDUkZ2dhq9oXGxQBLZi2op22tnq087tyWFb7vrj3NxtXf9ZLfZKzs7AV7YsNjIAWTFvRTntNF1US+ldRMa9eMX/mQp0Wyqun/tqK9sUGRkALpokPhfuydz16qOv5X6f/VyyslrzywNj3luXwDGxF+2IDI6CMMZZhBJQxxjKMgDLGWIYRUMYYyzACyhhjGUZAGWMswwgoY4xlGAFlOeoT4Ah7uTMQ+2LIHYEF6U47Hij3GhuF9wxjBfBow8+iZ33a58v7GFnDIqAsR21ujWbrZbG2fRzTX4B90p5WA+ii7U40/AC6aMQRO7U55PTYD+fUPfzXDtsedvM6X+NlzbumPY+sECKgLFf9E/hIlr4G0GSFLD8J/DftSTWAlsL8Hd+0gL4aMdvqtDXW+vrTZHWvn32Nn4c30p5JVgARUJarbgCiv6Zys0nTC7I8CBiX9qTegH6Kk8yDuqVLN+gm+LwFcPpTL1/bEehprtccC5z6xNO9irDnWj/jC5rsF/5PirKtPwLKctUnQLEsnYh/bIf+snyY5unNWN6AdsXTfrZ9PHCHeVh5HPCiYT5xiivN9dHRw3TjxknI4XdxsK0mAspy1ebW2NFa2NASt3TBHtby+mbYM/1JPQFd0GybdSlHblmffG9xFtBHlspbWHdZ/4B95Fd3/4oOW9KPm880nJz+bLK8j4CynHUiYP1u4jvA1IeAOebyRzZd6247ZvttDh4wx/7HCes2oFVHodlrzimHoZf86+hzoNtg4tqztkWLP/13nvOfPQq8FV08HL8zjBnA9bL6GDA5/XhkA23AL+RjBJTlruujT3dejg61ZYD1U0W3AmPNw+93kxdtim6Wf5u4HgV0/XFo8lzClIficeswDugLh8oJW37u+GcjAPtH6f8P2xvG2NjrWb9aVKYbN8wH+XcH81dgjTkCynLWx4D1w16HoYth7AtlLpcA5k/QLu8AdHv4hcu2i77QlLQugG76F4qeSJhxRRFmWwtxQPfGH0d9+WYnYC/Hv/vprbfkEblRsyuOMYyLgeibAIxWOCP9eKShODXIvwVrnBFQlrM2t8bBhqXeKMMYiG3NJxc7Yldz6AI0G28ezjsArctT1y1At5wKJP226ItoL093xgHF8VXmQpf4fcqExgC3G8YZaGkfsQ/+7mt8PLatbsBlZ/kRAWW56wQ0qTLVw8+G8RrwsWGUy9uG5rVA9BfP3geuTl03Aa05DbgnacIh+JssxAFtKj9+Phl42+UcvN4Su6wzjFOjL2dFOgSH+xovA6ZlfslZnkRAWe4aAbxrGOdg98jymma4xjCeA8ZEVh6Mf5xzPxyfuh4B9NfeiL5g5KgHOstCHNDj5IhZ8ZeF4lWcDbQ3GTwRu9jHHYkDfI1XuU3ICi0CynLXR9YrMnujn7nyVxxtGINhvbh9kTyQN+tk3vlLXo8AegqADsuTJjzRfjdpHNDoEXNSvau+tz1w0A/m4v9hJ/vYg62nFXyMt0Di86+sECOgLHdtaoX/mI+FnzFXRqDpKuNodDSXT4WjJqnr482Dbqkf+jwQl8lCHNCr5YhUQD85CGh19SZr+XS0to/eB3/1N74zRjb4D8AaewSU5bAT0L5uDGB9tdEXwMubWqCbuXykE0xUp6xHAC16ovZIFH2RON8RGCwLcUCHyRHJgNZd3QRFvedH1y4BKqOLrXGan3HD2B73BvEnYI06Aspy2Ahg1uk4yFquaY9zPof5grx5j+/YhH+XvB4B9AHD+LoJ/lKbcPyp9tOiaQG9CPjjl7G1COLRlQXAtX7Gjdom9qf3WQFHQFkO+xAYsyMukpVS7HUnYL1ofg1+b3/6sqamNnU9+kb6s4EHE+Y7C/+RhXSA3gGcvjG+OiP60XfDeB6Y5GPc+r6njzK81Cx/IqAsh21qhb8AE2XlYURWdrKgjAA5Xo6s2Db6tqXkdRPQFdsnvY50o/0KTxpA122HkxLuu+6FQ2VBYdtN6ccjTQN+y/Ris7yJgLJcdjyAZlWyPM98frPUWqw7Ett/aC5sViiam7pufxZ+dNLrSJ+iqXyXSBpARye/ifMeefuU+XbRoT7GIz2S8NEmVqARUJbLrouY+Vd7Zb/Iyn2y+HkRmvcZPfHuP0BeRk9atwGtPTzxdaTqbWE5mw7QEjS/epiduclNB6Pp0Knf3tgKe67yMR6pP84O/s/BGlsElOWyDyNmDrdXzkP8jt97u0bfs3SB23rs6+y+LEp8HemU6Hc0pwH0YOeL+tZrWPMOkJU9ZvgZN8x3TD0f1B+BNd4IKMtlm1pZn+CUXge2j31z56rL/9xu28P6/ui6Hv8+0P6JryM9HX25Pg2g26QAaay/9bB2bQ+6rtLXuGHMRbu1Db70rNFHQFk+tbmjfMVo6A233zvACjoCyvKq66Jv0wy7fZrMzcp22NYdAWV51dJt9tichc28B/6uMTMIKMu37jM/oxR6x2y7IP0/YvkfAWX5Ve1RHdeHvpHXs6I02/ojoCzPmnHW5+n/UQO7a0ht+n/ECiACyhhjGUZAGWMswwgoY4xlGAFljLEMI6CMMZZhBJQxxjKMgDLGWIYRUMYYyzACyhhjGUZAGWMswwgoY4xlGAFljLEMI6CMMZZhBJQxxjKMgDLGWIYRUMYYy7D/Dy6lz7YyL92QAAAAAElFTkSuQmCC" width="672" /></p>
1722 <p>That’s looking much better than when we started! If you wanted to export it as a standalone file (e.g., .png, .pdf, or whatever), I recommend looking at the documentation for the <code>ggsave()</code> function, which is available via ggplot2. Base R also has a <code>save()</code> function that you can work with, although it can be a bit more complicated to get comfortable with.</p>
1723 </div>
1724 </div>
1725 <div id="multivariate-and-multidimensional-time-series-plots" class="section level1">
1726 <h1><span class="header-section-number">3</span> Multivariate and multidimensional time series plots</h1>
1727 <p>Okay, that’s a lovely univariate time series plot. Now let’s make this more sophisticated and interesting by incorporating more data, more dimensions, and more variables. In order to do that, I want to start with a little detour into data structures. Try to stay with me—this turns out to be super important for working more efficiently with tools like ggplot as well as learning to manage more complex statistical analysis strategies (that we won’t really cover in the course, but so be it).</p>
1728 <div id="long-versus-wide-data-and-why-long-data-is-often-helpful" class="section level2">
1729 <h2><span class="header-section-number">3.1</span> Long versus wide data (and why long data is often helpful)</h2>
1730 <p>So now you want to plot a multivariate time series (e.g., the same plot for more than one state and/or for more than one measure). As always, you have a number of options, but the most effective way to achieve this with ggplot involves learning to work with “longer” data.</p>
1731 <p>Thus far, we have worked mostly with “wide” format data where (nearly) every row corresponds to a single unit/observation and every column corresponds to a distinct variable (for which we usually have no more than one value attributed to any unit/observation). This often results in wider format data that is great for many things. However, it turns out that longer format data can be super helpful for a number of purposes. Producing richer, multidimensional ggplot visualizations is one of them.</p>
1732 <p>Consider the format of my tidied dataframe that I used for plotting:</p>
1733 <pre class="r"><code>il_weekly_cases</code></pre>
1734 <pre><code>## # A tibble: 38 x 3
1735 ##    weekdate   new_cases date      
1736 ##    &lt;fct&gt;          &lt;dbl&gt; &lt;date&gt;    
1737 ##  1 2020-01-20         1 2020-01-20
1738 ##  2 2020-01-27         1 2020-01-27
1739 ##  3 2020-02-03         0 2020-02-03
1740 ##  4 2020-02-10         0 2020-02-10
1741 ##  5 2020-02-17         0 2020-02-17
1742 ##  6 2020-02-24         1 2020-02-24
1743 ##  7 2020-03-02         4 2020-03-02
1744 ##  8 2020-03-09        87 2020-03-09
1745 ##  9 2020-03-16       953 2020-03-16
1746 ## 10 2020-03-23      3568 2020-03-23
1747 ## # … with 28 more rows</code></pre>
1748 <p>This dataframe is in a pretty “long” format. Each row is a week and each column is a variable unique to that week (okay, I could consolidate my <code>weekdate</code> and <code>date</code> columns into just one, but that’s not really the point here. The idea is that there’s minimal redundant information in the rows and in the columns).</p>
1749 <p>Our original dataframe was also pretty “long”:</p>
1750 <pre class="r"><code>d</code></pre>
1751 <pre><code>## # A tibble: 12,059 x 5
1752 ##    date       state      fips  cases deaths
1753 ##    &lt;date&gt;     &lt;fct&gt;      &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt;
1754 ##  1 2020-01-21 Washington 53        1      0
1755 ##  2 2020-01-22 Washington 53        1      0
1756 ##  3 2020-01-23 Washington 53        1      0
1757 ##  4 2020-01-24 Illinois   17        1      0
1758 ##  5 2020-01-24 Washington 53        1      0
1759 ##  6 2020-01-25 California 06        1      0
1760 ##  7 2020-01-25 Illinois   17        1      0
1761 ##  8 2020-01-25 Washington 53        1      0
1762 ##  9 2020-01-26 Arizona    04        1      0
1763 ## 10 2020-01-26 California 06        2      0
1764 ## # … with 12,049 more rows</code></pre>
1765 <p>Here we have multiple observations per state (I think I would say the units or rows correspond to “state-dates” or something like that). It’s not as “long” as possible, though, because we also have multiple columns corresponding to the two variables of interest: <code>cases</code> and <code>deaths</code>.</p>
1766 <p>For the purposes of producing a multi-state and multivariate set of plots, the most important thing I want to do is consolidate my dataset into a format where I have the following columns: <code>date</code> (collapsed into weeks), <code>state</code>, <code>variable</code> (which will either have a value of <code>new cases</code> or <code>new deaths</code>), and a column for <code>value</code> that will hold the corresponding state-week count for the variable in each row. If that doesn’t make sense, don’t worry, we’ll get there soon enough.</p>
1767 <p>Doing this involves a different approach to tidying up my data. I’ll start by dropping the step where I filtered by <code>state==&quot;Illinois&quot;</code> and replacing it with a <code>group_by</code> step before I create my <code>weekdate</code> variable. I’m also going to go ahead and drop the <code>date</code> and <code>fips</code> variables because they’re just getting in my way.</p>
1768 <pre class="r"><code>weekly &lt;- d %&gt;%
1769   group_by(state) %&gt;%
1770   mutate(
1771     weekdate = cut(date, &quot;week&quot;),
1772   ) %&gt;%
1773   select(state, cases, deaths, weekdate)
1774 weekly</code></pre>
1775 <pre><code>## # A tibble: 12,059 x 4
1776 ## # Groups:   state [55]
1777 ##    state      cases deaths weekdate  
1778 ##    &lt;fct&gt;      &lt;dbl&gt;  &lt;dbl&gt; &lt;fct&gt;     
1779 ##  1 Washington     1      0 2020-01-20
1780 ##  2 Washington     1      0 2020-01-20
1781 ##  3 Washington     1      0 2020-01-20
1782 ##  4 Illinois       1      0 2020-01-20
1783 ##  5 Washington     1      0 2020-01-20
1784 ##  6 California     1      0 2020-01-20
1785 ##  7 Illinois       1      0 2020-01-20
1786 ##  8 Washington     1      0 2020-01-20
1787 ##  9 Arizona        1      0 2020-01-20
1788 ## 10 California     2      0 2020-01-20
1789 ## # … with 12,049 more rows</code></pre>
1790 <p>Now I’ve got multiple observations for each state-week spread across multiple rows (because my rows were structured around a more granular measure of time). My next move is to collapse these into a single observation for each state-week. Remember that my <code>cases</code> and <code>deaths</code> variables are still cumulative counts, so as I do this aggregation by week I will only need to store the maximum value for each state-week in order to calculate the number of new cases per state-week.</p>
1791 <pre class="r"><code>tidy_weekly &lt;- weekly %&gt;%
1792   group_by(state, weekdate) %&gt;%
1793   summarize(
1794     cum_cases = max(cases, na.rm = T),
1795     cum_deaths = max(deaths, na.rm = T)
1796   )</code></pre>
1797 <p>Notice that the call to <code>group_by</code> groups by multiple variables. The order here matters! If I reversed it to read <code>group_by(weekdate, state)</code> the results would be very different. With the correct ordering, I have things bundled up into state-week sub-groups and then I move on to calculate the maximum value of cumulative cases within each bundle.</p>
1798 <p>Next, I can fix up my <code>weekdate</code> variable again so that it is a Date object.</p>
1799 <pre class="r"><code>tidy_weekly$weekdate &lt;- as.Date(as.character(tidy_weekly$weekdate))</code></pre>
1800 <p>This will allow me to do some sorting within my state-week bundles to ensure things are in the proper order before I convert my weekly cumulative case count into weekly new case counts.</p>
1801 <pre class="r"><code>tidy_weekly &lt;- tidy_weekly %&gt;%
1802   group_by(state) %&gt;%
1803   arrange(-desc(weekdate)) %&gt;%
1804   mutate(
1805     new_cases = c(cum_cases[1], diff(cum_cases, lag = 1)),
1806     new_deaths = c(cum_deaths[1], diff(cum_deaths, lag = 1)),
1807   )
1808
1809 tidy_weekly</code></pre>
1810 <pre><code>## # A tibble: 1,780 x 6
1811 ## # Groups:   state [55]
1812 ##    state         weekdate   cum_cases cum_deaths new_cases new_deaths
1813 ##    &lt;fct&gt;         &lt;date&gt;         &lt;dbl&gt;      &lt;dbl&gt;     &lt;dbl&gt;      &lt;dbl&gt;
1814 ##  1 Arizona       2020-01-20         1          0         1          0
1815 ##  2 California    2020-01-20         2          0         2          0
1816 ##  3 Illinois      2020-01-20         1          0         1          0
1817 ##  4 Washington    2020-01-20         1          0         1          0
1818 ##  5 Arizona       2020-01-27         1          0         0          0
1819 ##  6 California    2020-01-27         6          0         4          0
1820 ##  7 Illinois      2020-01-27         2          0         1          0
1821 ##  8 Massachusetts 2020-01-27         1          0         1          0
1822 ##  9 Washington    2020-01-27         1          0         0          0
1823 ## 10 Arizona       2020-02-03         1          0         0          0
1824 ## # … with 1,770 more rows</code></pre>
1825 <p>We’re much closer to our goal now!</p>
1826 <p>I can go ahead and drop the cumulative cases and deaths columns with a call to <code>select</code> in my next step. Then the big next (and nearly final) step is to “pivot” the data to organize the <code>new_cases</code> and <code>new_deaths</code> measures in the way I described above. To manage this, I’ll use the <code>pivot_longer()</code> function (part of the <code>tidyr</code> package from the tidyverse):</p>
1827 <pre class="r"><code>long_weekly &lt;- tidy_weekly %&gt;%
1828   select(state, weekdate, new_cases, new_deaths) %&gt;%
1829   pivot_longer(
1830     cols = starts_with(&quot;new&quot;),
1831     names_to = &quot;variable&quot;,
1832     values_to = &quot;value&quot;
1833   )
1834
1835 long_weekly</code></pre>
1836 <pre><code>## # A tibble: 3,560 x 4
1837 ## # Groups:   state [55]
1838 ##    state      weekdate   variable   value
1839 ##    &lt;fct&gt;      &lt;date&gt;     &lt;chr&gt;      &lt;dbl&gt;
1840 ##  1 Arizona    2020-01-20 new_cases      1
1841 ##  2 Arizona    2020-01-20 new_deaths     0
1842 ##  3 California 2020-01-20 new_cases      2
1843 ##  4 California 2020-01-20 new_deaths     0
1844 ##  5 Illinois   2020-01-20 new_cases      1
1845 ##  6 Illinois   2020-01-20 new_deaths     0
1846 ##  7 Washington 2020-01-20 new_cases      1
1847 ##  8 Washington 2020-01-20 new_deaths     0
1848 ##  9 Arizona    2020-01-27 new_cases      0
1849 ## 10 Arizona    2020-01-27 new_deaths     0
1850 ## # … with 3,550 more rows</code></pre>
1851 <p>Can you see what that did? I now have two rows of data for every state-week. One row contains a value for <code>new_cases</code> and one contains a value for <code>new_deaths</code>. Both of those variables have been “pivoted” into a single <code>variable</code> column and their corresponding values recorded in another new column. Note that this makes our dataframe a little longer even though it does not technically reduce the “width” of this particular dataset (because we’ve taken two columns and pivoted them to create…two different columns). However, consider that we could accommodate as many additional numerical variables and values as we might like in this manner and you can start to see how this pivoting step could result in much longer data (the length becomes a function of the number of units in your dataset and the variables you include in your pivoting step).</p>
1852 <p>Before we move forward I’m also going to clean up the values of <code>variable</code>. This turns out to be helpful later on when we’re plotting, but makes more sense to implement here before I start creating any plot layers.</p>
1853 <pre class="r"><code>long_weekly &lt;- long_weekly %&gt;%
1854   mutate(
1855     variable = recode(variable, new_cases = &quot;new cases&quot;, new_deaths = &quot;new deaths&quot;)
1856   )</code></pre>
1857 <p>Okay, prepared with my <code>long_weekly</code> tibble, I’m now ready to generate some more interesting and multidimensional plots. Let’s start with the same univariate time series of new cases we made for Illinois before so we can see how to replicate that figure with this new data structure:</p>
1858 <pre class="r"><code>long_weekly %&gt;%
1859   filter(
1860     state == &quot;Illinois&quot; &amp; variable == &quot;new cases&quot;
1861   ) %&gt;%
1862   ggplot(aes(weekdate, value)) +
1863   geom_line()</code></pre>
1864 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" width="672" /></p>
1865 <p>With our “longer” data format, we can plot Illinois cases against deaths from the same tibble by incorporating a <code>color=variable</code> argument :</p>
1866 <pre class="r"><code>long_weekly %&gt;%
1867   filter(state == &quot;Illinois&quot;) %&gt;%
1868   ggplot(aes(weekdate, value, color = variable)) +
1869   geom_line()</code></pre>
1870 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" width="672" /></p>
1871 <p>Unfortunately, that plot isn’t so great because the death counts are dwarfed by the case counts (thank goodness!).</p>
1872 <p>Now let’s compare Illinois case counts against some the neighboring states in the upper midwest:</p>
1873 <pre class="r"><code>upper_midwest &lt;- c(&quot;Illinois&quot;, &quot;Michigan&quot;, &quot;Wisconsin&quot;, &quot;Iowa&quot;, &quot;Minnesota&quot;)
1874
1875 long_weekly %&gt;%
1876   filter(state %in% upper_midwest &amp; variable == &quot;new cases&quot;) %&gt;%
1877   ggplot(aes(weekdate, value, color = state)) +
1878   geom_line()</code></pre>
1879 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1880 <p>Notice that I use the <code>%in%</code> operator to filter for the values of the <code>state</code> vector that are “in” the <code>upper_midwest</code> vector (see <code>help(%in%)</code> for more).</p>
1881 <p>Also notice that we now have ourselves a multivariate time series!</p>
1882 <p>So now how about finding some way to also incorporate those death counts? If I just add them to this same plot we’ll run into the same issue we did with the Illinois data because the death counts look tiny plotted on the same scale as the case counts. A good solution in such a situation is to create a second plot for weekly deaths that we can display together with this weekly cases plot that uses a differently scaled y-axis. The ggplot way to do this involves another type of layer called “facets.” Here’s an example that creates a faceted “grid” (noy much of a grid since there are only two variables or categories we’re using to do the faceting) of weekly case counts and deaths for the same five states.</p>
1883 <pre class="r"><code>midwest_plot &lt;- long_weekly %&gt;%
1884   filter(state %in% upper_midwest) %&gt;%
1885   ggplot(aes(weekdate, value, color = state)) +
1886   geom_line() +
1887   facet_grid(rows = vars(variable), scales = &quot;free_y&quot;)
1888
1889 midwest_plot</code></pre>
1890 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" width="672" /></p>
1891 <p>Nice! Now we can clean up some of the other elements we worked on with the original plot (axes, title, etc.). I’ll bake that into a single chunk below.</p>
1892 <pre class="r"><code>midwest_plot + scale_x_date(date_labels = &quot;%b&quot;, date_breaks = &quot;1 month&quot;, date_minor_breaks = &quot;1 week&quot;) + scale_y_continuous(label = comma) + labs(x = &quot;Week (in 2020)&quot;, y = &quot;&quot;, title = &quot;COVID-19 cases in the Upper Midwest&quot;) + theme_light()</code></pre>
1893 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" width="672" /></p>
1894 <p>That’s it! Mission accomplished. We’ve got ourselves a nice concise visualization of weekly COVID-19 cases and deaths across five upper midwest states over nearly 8 months of the pandemic.</p>
1895 </div>
1896 </div>
1897
1898
1899
1900 </div>
1901 </div>
1902
1903 </div>
1904
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1961 <!-- dynamically load mathjax for compatibility with self-contained -->
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1970
1971 </body>
1972 </html>

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