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<title>The Interdisciplinarity of Economics</title>
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) 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e("body").append(s),t=a.offsetWidth,s.css("overflow","scroll"),i=a.offsetWidth,t===i&&(i=s[0].clientWidth),s.remove(),n=t-i},getScrollInfo:function(t){var i=t.isWindow||t.isDocument?"":t.element.css("overflow-x"),s=t.isWindow||t.isDocument?"":t.element.css("overflow-y"),n="scroll"===i||"auto"===i&&t.width<t.element[0].scrollWidth,a="scroll"===s||"auto"===s&&t.height<t.element[0].scrollHeight;return{width:a?e.position.scrollbarWidth():0,height:n?e.position.scrollbarWidth():0}},getWithinInfo:function(t){var i=e(t||window),s=e.isWindow(i[0]),n=!!i[0]&&9===i[0].nodeType;return{element:i,isWindow:s,isDocument:n,offset:i.offset()||{left:0,top:0},scrollLeft:i.scrollLeft(),scrollTop:i.scrollTop(),width:s||n?i.width():i.outerWidth(),height:s||n?i.height():i.outerHeight()}}},e.fn.position=function(n){if(!n||!n.of)return f.apply(this,arguments);n=e.extend({},n);var p,m,g,v,y,b,_=e(n.of),x=e.position.getWithinInfo(n.within),w=e.position.getScrollInfo(x),k=(n.collision||"flip").split(" "),T={};return b=s(_),_[0].preventDefault&&(n.at="left top"),m=b.width,g=b.height,v=b.offset,y=e.extend({},v),e.each(["my","at"],function(){var e,t,i=(n[this]||"").split(" ");1===i.length&&(i=l.test(i[0])?i.concat(["center"]):u.test(i[0])?["center"].concat(i):["center","center"]),i[0]=l.test(i[0])?i[0]:"center",i[1]=u.test(i[1])?i[1]:"center",e=d.exec(i[0]),t=d.exec(i[1]),T[this]=[e?e[0]:0,t?t[0]:0],n[this]=[c.exec(i[0])[0],c.exec(i[1])[0]]}),1===k.length&&(k[1]=k[0]),"right"===n.at[0]?y.left+=m:"center"===n.at[0]&&(y.left+=m/2),"bottom"===n.at[1]?y.top+=g:"center"===n.at[1]&&(y.top+=g/2),p=t(T.at,m,g),y.left+=p[0],y.top+=p[1],this.each(function(){var s,l,u=e(this),d=u.outerWidth(),c=u.outerHeight(),f=i(this,"marginLeft"),b=i(this,"marginTop"),D=d+f+i(this,"marginRight")+w.width,S=c+b+i(this,"marginBottom")+w.height,N=e.extend({},y),M=t(T.my,u.outerWidth(),u.outerHeight());"right"===n.my[0]?N.left-=d:"center"===n.my[0]&&(N.left-=d/2),"bottom"===n.my[1]?N.top-=c:"center"===n.my[1]&&(N.top-=c/2),N.left+=M[0],N.top+=M[1],a||(N.left=h(N.left),N.top=h(N.top)),s={marginLeft:f,marginTop:b},e.each(["left","top"],function(t,i){e.ui.position[k[t]]&&e.ui.position[k[t]][i](N,{targetWidth:m,targetHeight:g,elemWidth:d,elemHeight:c,collisionPosition:s,collisionWidth:D,collisionHeight:S,offset:[p[0]+M[0],p[1]+M[1]],my:n.my,at:n.at,within:x,elem:u})}),n.using&&(l=function(e){var t=v.left-N.left,i=t+m-d,s=v.top-N.top,a=s+g-c,h={target:{element:_,left:v.left,top:v.top,width:m,height:g},element:{element:u,left:N.left,top:N.top,width:d,height:c},horizontal:0>i?"left":t>0?"right":"center",vertical:0>a?"top":s>0?"bottom":"middle"};d>m&&m>r(t+i)&&(h.horizontal="center"),c>g&&g>r(s+a)&&(h.vertical="middle"),h.important=o(r(t),r(i))>o(r(s),r(a))?"horizontal":"vertical",n.using.call(this,e,h)}),u.offset(e.extend(N,{using:l}))})},e.ui.position={fit:{left:function(e,t){var i,s=t.within,n=s.isWindow?s.scrollLeft:s.offset.left,a=s.width,r=e.left-t.collisionPosition.marginLeft,h=n-r,l=r+t.collisionWidth-a-n;t.collisionWidth>a?h>0&&0>=l?(i=e.left+h+t.collisionWidth-a-n,e.left+=h-i):e.left=l>0&&0>=h?n:h>l?n+a-t.collisionWidth:n:h>0?e.left+=h:l>0?e.left-=l:e.left=o(e.left-r,e.left)},top:function(e,t){var i,s=t.within,n=s.isWindow?s.scrollTop:s.offset.top,a=t.within.height,r=e.top-t.collisionPosition.marginTop,h=n-r,l=r+t.collisionHeight-a-n;t.collisionHeight>a?h>0&&0>=l?(i=e.top+h+t.collisionHeight-a-n,e.top+=h-i):e.top=l>0&&0>=h?n:h>l?n+a-t.collisionHeight:n:h>0?e.top+=h:l>0?e.top-=l:e.top=o(e.top-r,e.top)}},flip:{left:function(e,t){var i,s,n=t.within,a=n.offset.left+n.scrollLeft,o=n.width,h=n.isWindow?n.scrollLeft:n.offset.left,l=e.left-t.collisionPosition.marginLeft,u=l-h,d=l+t.collisionWidth-o-h,c="left"===t.my[0]?-t.elemWidth:"right"===t.my[0]?t.elemWidth:0,p="left"===t.at[0]?t.targetWidth:"right"===t.at[0]?-t.targetWidth:0,f=-2*t.offset[0];0>u?(i=e.left+c+p+f+t.collisionWidth-o-a,(0>i||r(u)>i)&&(e.left+=c+p+f)):d>0&&(s=e.left-t.collisionPosition.marginLeft+c+p+f-h,(s>0||d>r(s))&&(e.left+=c+p+f))},top:function(e,t){var i,s,n=t.within,a=n.offset.top+n.scrollTop,o=n.height,h=n.isWindow?n.scrollTop:n.offset.top,l=e.top-t.collisionPosition.marginTop,u=l-h,d=l+t.collisionHeight-o-h,c="top"===t.my[1],p=c?-t.elemHeight:"bottom"===t.my[1]?t.elemHeight:0,f="top"===t.at[1]?t.targetHeight:"bottom"===t.at[1]?-t.targetHeight:0,m=-2*t.offset[1];0>u?(s=e.top+p+f+m+t.collisionHeight-o-a,(0>s||r(u)>s)&&(e.top+=p+f+m)):d>0&&(i=e.top-t.collisionPosition.marginTop+p+f+m-h,(i>0||d>r(i))&&(e.top+=p+f+m))}},flipfit:{left:function(){e.ui.position.flip.left.apply(this,arguments),e.ui.position.fit.left.apply(this,arguments)},top:function(){e.ui.position.flip.top.apply(this,arguments),e.ui.position.fit.top.apply(this,arguments)}}},function(){var t,i,s,n,o,r=document.getElementsByTagName("body")[0],h=document.createElement("div");t=document.createElement(r?"div":"body"),s={visibility:"hidden",width:0,height:0,border:0,margin:0,background:"none"},r&&e.extend(s,{position:"absolute",left:"-1000px",top:"-1000px"});for(o in s)t.style[o]=s[o];t.appendChild(h),i=r||document.documentElement,i.insertBefore(t,i.firstChild),h.style.cssText="position: absolute; left: 10.7432222px;",n=e(h).offset().left,a=n>10&&11>n,t.innerHTML="",i.removeChild(t)}()}(),e.ui.position,e.widget("ui.draggable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"drag",options:{addClasses:!0,appendTo:"parent",axis:!1,connectToSortable:!1,containment:!1,cursor:"auto",cursorAt:!1,grid:!1,handle:!1,helper:"original",iframeFix:!1,opacity:!1,refreshPositions:!1,revert:!1,revertDuration:500,scope:"default",scroll:!0,scrollSensitivity:20,scrollSpeed:20,snap:!1,snapMode:"both",snapTolerance:20,stack:!1,zIndex:!1,drag:null,start:null,stop:null},_create:function(){"original"===this.options.helper&&this._setPositionRelative(),this.options.addClasses&&this.element.addClass("ui-draggable"),this.options.disabled&&this.element.addClass("ui-draggable-disabled"),this._setHandleClassName(),this._mouseInit()},_setOption:function(e,t){this._super(e,t),"handle"===e&&(this._removeHandleClassName(),this._setHandleClassName())},_destroy:function(){return(this.helper||this.element).is(".ui-draggable-dragging")?(this.destroyOnClear=!0,void 0):(this.element.removeClass("ui-draggable ui-draggable-dragging ui-draggable-disabled"),this._removeHandleClassName(),this._mouseDestroy(),void 0)},_mouseCapture:function(t){var i=this.options;return this._blurActiveElement(t),this.helper||i.disabled||e(t.target).closest(".ui-resizable-handle").length>0?!1:(this.handle=this._getHandle(t),this.handle?(this._blockFrames(i.iframeFix===!0?"iframe":i.iframeFix),!0):!1)},_blockFrames:function(t){this.iframeBlocks=this.document.find(t).map(function(){var t=e(this);return e("<div>").css("position","absolute").appendTo(t.parent()).outerWidth(t.outerWidth()).outerHeight(t.outerHeight()).offset(t.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_blurActiveElement:function(t){var i=this.document[0];if(this.handleElement.is(t.target))try{i.activeElement&&"body"!==i.activeElement.nodeName.toLowerCase()&&e(i.activeElement).blur()}catch(s){}},_mouseStart:function(t){var i=this.options;return this.helper=this._createHelper(t),this.helper.addClass("ui-draggable-dragging"),this._cacheHelperProportions(),e.ui.ddmanager&&(e.ui.ddmanager.current=this),this._cacheMargins(),this.cssPosition=this.helper.css("position"),this.scrollParent=this.helper.scrollParent(!0),this.offsetParent=this.helper.offsetParent(),this.hasFixedAncestor=this.helper.parents().filter(function(){return"fixed"===e(this).css("position")}).length>0,this.positionAbs=this.element.offset(),this._refreshOffsets(t),this.originalPosition=this.position=this._generatePosition(t,!1),this.originalPageX=t.pageX,this.originalPageY=t.pageY,i.cursorAt&&this._adjustOffsetFromHelper(i.cursorAt),this._setContainment(),this._trigger("start",t)===!1?(this._clear(),!1):(this._cacheHelperProportions(),e.ui.ddmanager&&!i.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t),this._normalizeRightBottom(),this._mouseDrag(t,!0),e.ui.ddmanager&&e.ui.ddmanager.dragStart(this,t),!0)},_refreshOffsets:function(e){this.offset={top:this.positionAbs.top-this.margins.top,left:this.positionAbs.left-this.margins.left,scroll:!1,parent:this._getParentOffset(),relative:this._getRelativeOffset()},this.offset.click={left:e.pageX-this.offset.left,top:e.pageY-this.offset.top}},_mouseDrag:function(t,i){if(this.hasFixedAncestor&&(this.offset.parent=this._getParentOffset()),this.position=this._generatePosition(t,!0),this.positionAbs=this._convertPositionTo("absolute"),!i){var s=this._uiHash();if(this._trigger("drag",t,s)===!1)return this._mouseUp({}),!1;this.position=s.position}return this.helper[0].style.left=this.position.left+"px",this.helper[0].style.top=this.position.top+"px",e.ui.ddmanager&&e.ui.ddmanager.drag(this,t),!1},_mouseStop:function(t){var i=this,s=!1;return e.ui.ddmanager&&!this.options.dropBehaviour&&(s=e.ui.ddmanager.drop(this,t)),this.dropped&&(s=this.dropped,this.dropped=!1),"invalid"===this.options.revert&&!s||"valid"===this.options.revert&&s||this.options.revert===!0||e.isFunction(this.options.revert)&&this.options.revert.call(this.element,s)?e(this.helper).animate(this.originalPosition,parseInt(this.options.revertDuration,10),function(){i._trigger("stop",t)!==!1&&i._clear()}):this._trigger("stop",t)!==!1&&this._clear(),!1},_mouseUp:function(t){return this._unblockFrames(),e.ui.ddmanager&&e.ui.ddmanager.dragStop(this,t),this.handleElement.is(t.target)&&this.element.focus(),e.ui.mouse.prototype._mouseUp.call(this,t)},cancel:function(){return this.helper.is(".ui-draggable-dragging")?this._mouseUp({}):this._clear(),this},_getHandle:function(t){return this.options.handle?!!e(t.target).closest(this.element.find(this.options.handle)).length:!0},_setHandleClassName:function(){this.handleElement=this.options.handle?this.element.find(this.options.handle):this.element,this.handleElement.addClass("ui-draggable-handle")},_removeHandleClassName:function(){this.handleElement.removeClass("ui-draggable-handle")},_createHelper:function(t){var i=this.options,s=e.isFunction(i.helper),n=s?e(i.helper.apply(this.element[0],[t])):"clone"===i.helper?this.element.clone().removeAttr("id"):this.element;return n.parents("body").length||n.appendTo("parent"===i.appendTo?this.element[0].parentNode:i.appendTo),s&&n[0]===this.element[0]&&this._setPositionRelative(),n[0]===this.element[0]||/(fixed|absolute)/.test(n.css("position"))||n.css("position","absolute"),n},_setPositionRelative:function(){/^(?:r|a|f)/.test(this.element.css("position"))||(this.element[0].style.position="relative")},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),e.isArray(t)&&(t={left:+t[0],top:+t[1]||0}),"left"in t&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_isRootNode:function(e){return/(html|body)/i.test(e.tagName)||e===this.document[0]},_getParentOffset:function(){var t=this.offsetParent.offset(),i=this.document[0];return"absolute"===this.cssPosition&&this.scrollParent[0]!==i&&e.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),this._isRootNode(this.offsetParent[0])&&(t={top:0,left:0}),{top:t.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"!==this.cssPosition)return{top:0,left:0};var e=this.element.position(),t=this._isRootNode(this.scrollParent[0]);return{top:e.top-(parseInt(this.helper.css("top"),10)||0)+(t?0:this.scrollParent.scrollTop()),left:e.left-(parseInt(this.helper.css("left"),10)||0)+(t?0:this.scrollParent.scrollLeft())}},_cacheMargins:function(){this.margins={left:parseInt(this.element.css("marginLeft"),10)||0,top:parseInt(this.element.css("marginTop"),10)||0,right:parseInt(this.element.css("marginRight"),10)||0,bottom:parseInt(this.element.css("marginBottom"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,i,s,n=this.options,a=this.document[0];return this.relativeContainer=null,n.containment?"window"===n.containment?(this.containment=[e(window).scrollLeft()-this.offset.relative.left-this.offset.parent.left,e(window).scrollTop()-this.offset.relative.top-this.offset.parent.top,e(window).scrollLeft()+e(window).width()-this.helperProportions.width-this.margins.left,e(window).scrollTop()+(e(window).height()||a.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top],void 0):"document"===n.containment?(this.containment=[0,0,e(a).width()-this.helperProportions.width-this.margins.left,(e(a).height()||a.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top],void 0):n.containment.constructor===Array?(this.containment=n.containment,void 0):("parent"===n.containment&&(n.containment=this.helper[0].parentNode),i=e(n.containment),s=i[0],s&&(t=/(scroll|auto)/.test(i.css("overflow")),this.containment=[(parseInt(i.css("borderLeftWidth"),10)||0)+(parseInt(i.css("paddingLeft"),10)||0),(parseInt(i.css("borderTopWidth"),10)||0)+(parseInt(i.css("paddingTop"),10)||0),(t?Math.max(s.scrollWidth,s.offsetWidth):s.offsetWidth)-(parseInt(i.css("borderRightWidth"),10)||0)-(parseInt(i.css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left-this.margins.right,(t?Math.max(s.scrollHeight,s.offsetHeight):s.offsetHeight)-(parseInt(i.css("borderBottomWidth"),10)||0)-(parseInt(i.css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top-this.margins.bottom],this.relativeContainer=i),void 0):(this.containment=null,void 0)},_convertPositionTo:function(e,t){t||(t=this.position);var i="absolute"===e?1:-1,s=this._isRootNode(this.scrollParent[0]);return{top:t.top+this.offset.relative.top*i+this.offset.parent.top*i-("fixed"===this.cssPosition?-this.offset.scroll.top:s?0:this.offset.scroll.top)*i,left:t.left+this.offset.relative.left*i+this.offset.parent.left*i-("fixed"===this.cssPosition?-this.offset.scroll.left:s?0:this.offset.scroll.left)*i}},_generatePosition:function(e,t){var i,s,n,a,o=this.options,r=this._isRootNode(this.scrollParent[0]),h=e.pageX,l=e.pageY;return r&&this.offset.scroll||(this.offset.scroll={top:this.scrollParent.scrollTop(),left:this.scrollParent.scrollLeft()}),t&&(this.containment&&(this.relativeContainer?(s=this.relativeContainer.offset(),i=[this.containment[0]+s.left,this.containment[1]+s.top,this.containment[2]+s.left,this.containment[3]+s.top]):i=this.containment,e.pageX-this.offset.click.left<i[0]&&(h=i[0]+this.offset.click.left),e.pageY-this.offset.click.top<i[1]&&(l=i[1]+this.offset.click.top),e.pageX-this.offset.click.left>i[2]&&(h=i[2]+this.offset.click.left),e.pageY-this.offset.click.top>i[3]&&(l=i[3]+this.offset.click.top)),o.grid&&(n=o.grid[1]?this.originalPageY+Math.round((l-this.originalPageY)/o.grid[1])*o.grid[1]:this.originalPageY,l=i?n-this.offset.click.top>=i[1]||n-this.offset.click.top>i[3]?n:n-this.offset.click.top>=i[1]?n-o.grid[1]:n+o.grid[1]:n,a=o.grid[0]?this.originalPageX+Math.round((h-this.originalPageX)/o.grid[0])*o.grid[0]:this.originalPageX,h=i?a-this.offset.click.left>=i[0]||a-this.offset.click.left>i[2]?a:a-this.offset.click.left>=i[0]?a-o.grid[0]:a+o.grid[0]:a),"y"===o.axis&&(h=this.originalPageX),"x"===o.axis&&(l=this.originalPageY)),{top:l-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.offset.scroll.top:r?0:this.offset.scroll.top),left:h-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.offset.scroll.left:r?0:this.offset.scroll.left)}},_clear:function(){this.helper.removeClass("ui-draggable-dragging"),this.helper[0]===this.element[0]||this.cancelHelperRemoval||this.helper.remove(),this.helper=null,this.cancelHelperRemoval=!1,this.destroyOnClear&&this.destroy()},_normalizeRightBottom:function(){"y"!==this.options.axis&&"auto"!==this.helper.css("right")&&(this.helper.width(this.helper.width()),this.helper.css("right","auto")),"x"!==this.options.axis&&"auto"!==this.helper.css("bottom")&&(this.helper.height(this.helper.height()),this.helper.css("bottom","auto"))},_trigger:function(t,i,s){return s=s||this._uiHash(),e.ui.plugin.call(this,t,[i,s,this],!0),/^(drag|start|stop)/.test(t)&&(this.positionAbs=this._convertPositionTo("absolute"),s.offset=this.positionAbs),e.Widget.prototype._trigger.call(this,t,i,s)},plugins:{},_uiHash:function(){return{helper:this.helper,position:this.position,originalPosition:this.originalPosition,offset:this.positionAbs}}}),e.ui.plugin.add("draggable","connectToSortable",{start:function(t,i,s){var n=e.extend({},i,{item:s.element});s.sortables=[],e(s.options.connectToSortable).each(function(){var i=e(this).sortable("instance");i&&!i.options.disabled&&(s.sortables.push(i),i.refreshPositions(),i._trigger("activate",t,n))})},stop:function(t,i,s){var n=e.extend({},i,{item:s.element});s.cancelHelperRemoval=!1,e.each(s.sortables,function(){var e=this;e.isOver?(e.isOver=0,s.cancelHelperRemoval=!0,e.cancelHelperRemoval=!1,e._storedCSS={position:e.placeholder.css("position"),top:e.placeholder.css("top"),left:e.placeholder.css("left")},e._mouseStop(t),e.options.helper=e.options._helper):(e.cancelHelperRemoval=!0,e._trigger("deactivate",t,n))})},drag:function(t,i,s){e.each(s.sortables,function(){var n=!1,a=this;a.positionAbs=s.positionAbs,a.helperProportions=s.helperProportions,a.offset.click=s.offset.click,a._intersectsWith(a.containerCache)&&(n=!0,e.each(s.sortables,function(){return this.positionAbs=s.positionAbs,this.helperProportions=s.helperProportions,this.offset.click=s.offset.click,this!==a&&this._intersectsWith(this.containerCache)&&e.contains(a.element[0],this.element[0])&&(n=!1),n
})),n?(a.isOver||(a.isOver=1,s._parent=i.helper.parent(),a.currentItem=i.helper.appendTo(a.element).data("ui-sortable-item",!0),a.options._helper=a.options.helper,a.options.helper=function(){return i.helper[0]},t.target=a.currentItem[0],a._mouseCapture(t,!0),a._mouseStart(t,!0,!0),a.offset.click.top=s.offset.click.top,a.offset.click.left=s.offset.click.left,a.offset.parent.left-=s.offset.parent.left-a.offset.parent.left,a.offset.parent.top-=s.offset.parent.top-a.offset.parent.top,s._trigger("toSortable",t),s.dropped=a.element,e.each(s.sortables,function(){this.refreshPositions()}),s.currentItem=s.element,a.fromOutside=s),a.currentItem&&(a._mouseDrag(t),i.position=a.position)):a.isOver&&(a.isOver=0,a.cancelHelperRemoval=!0,a.options._revert=a.options.revert,a.options.revert=!1,a._trigger("out",t,a._uiHash(a)),a._mouseStop(t,!0),a.options.revert=a.options._revert,a.options.helper=a.options._helper,a.placeholder&&a.placeholder.remove(),i.helper.appendTo(s._parent),s._refreshOffsets(t),i.position=s._generatePosition(t,!0),s._trigger("fromSortable",t),s.dropped=!1,e.each(s.sortables,function(){this.refreshPositions()}))})}}),e.ui.plugin.add("draggable","cursor",{start:function(t,i,s){var n=e("body"),a=s.options;n.css("cursor")&&(a._cursor=n.css("cursor")),n.css("cursor",a.cursor)},stop:function(t,i,s){var n=s.options;n._cursor&&e("body").css("cursor",n._cursor)}}),e.ui.plugin.add("draggable","opacity",{start:function(t,i,s){var n=e(i.helper),a=s.options;n.css("opacity")&&(a._opacity=n.css("opacity")),n.css("opacity",a.opacity)},stop:function(t,i,s){var n=s.options;n._opacity&&e(i.helper).css("opacity",n._opacity)}}),e.ui.plugin.add("draggable","scroll",{start:function(e,t,i){i.scrollParentNotHidden||(i.scrollParentNotHidden=i.helper.scrollParent(!1)),i.scrollParentNotHidden[0]!==i.document[0]&&"HTML"!==i.scrollParentNotHidden[0].tagName&&(i.overflowOffset=i.scrollParentNotHidden.offset())},drag:function(t,i,s){var n=s.options,a=!1,o=s.scrollParentNotHidden[0],r=s.document[0];o!==r&&"HTML"!==o.tagName?(n.axis&&"x"===n.axis||(s.overflowOffset.top+o.offsetHeight-t.pageY<n.scrollSensitivity?o.scrollTop=a=o.scrollTop+n.scrollSpeed:t.pageY-s.overflowOffset.top<n.scrollSensitivity&&(o.scrollTop=a=o.scrollTop-n.scrollSpeed)),n.axis&&"y"===n.axis||(s.overflowOffset.left+o.offsetWidth-t.pageX<n.scrollSensitivity?o.scrollLeft=a=o.scrollLeft+n.scrollSpeed:t.pageX-s.overflowOffset.left<n.scrollSensitivity&&(o.scrollLeft=a=o.scrollLeft-n.scrollSpeed))):(n.axis&&"x"===n.axis||(t.pageY-e(r).scrollTop()<n.scrollSensitivity?a=e(r).scrollTop(e(r).scrollTop()-n.scrollSpeed):e(window).height()-(t.pageY-e(r).scrollTop())<n.scrollSensitivity&&(a=e(r).scrollTop(e(r).scrollTop()+n.scrollSpeed))),n.axis&&"y"===n.axis||(t.pageX-e(r).scrollLeft()<n.scrollSensitivity?a=e(r).scrollLeft(e(r).scrollLeft()-n.scrollSpeed):e(window).width()-(t.pageX-e(r).scrollLeft())<n.scrollSensitivity&&(a=e(r).scrollLeft(e(r).scrollLeft()+n.scrollSpeed)))),a!==!1&&e.ui.ddmanager&&!n.dropBehaviour&&e.ui.ddmanager.prepareOffsets(s,t)}}),e.ui.plugin.add("draggable","snap",{start:function(t,i,s){var n=s.options;s.snapElements=[],e(n.snap.constructor!==String?n.snap.items||":data(ui-draggable)":n.snap).each(function(){var t=e(this),i=t.offset();this!==s.element[0]&&s.snapElements.push({item:this,width:t.outerWidth(),height:t.outerHeight(),top:i.top,left:i.left})})},drag:function(t,i,s){var n,a,o,r,h,l,u,d,c,p,f=s.options,m=f.snapTolerance,g=i.offset.left,v=g+s.helperProportions.width,y=i.offset.top,b=y+s.helperProportions.height;for(c=s.snapElements.length-1;c>=0;c--)h=s.snapElements[c].left-s.margins.left,l=h+s.snapElements[c].width,u=s.snapElements[c].top-s.margins.top,d=u+s.snapElements[c].height,h-m>v||g>l+m||u-m>b||y>d+m||!e.contains(s.snapElements[c].item.ownerDocument,s.snapElements[c].item)?(s.snapElements[c].snapping&&s.options.snap.release&&s.options.snap.release.call(s.element,t,e.extend(s._uiHash(),{snapItem:s.snapElements[c].item})),s.snapElements[c].snapping=!1):("inner"!==f.snapMode&&(n=m>=Math.abs(u-b),a=m>=Math.abs(d-y),o=m>=Math.abs(h-v),r=m>=Math.abs(l-g),n&&(i.position.top=s._convertPositionTo("relative",{top:u-s.helperProportions.height,left:0}).top),a&&(i.position.top=s._convertPositionTo("relative",{top:d,left:0}).top),o&&(i.position.left=s._convertPositionTo("relative",{top:0,left:h-s.helperProportions.width}).left),r&&(i.position.left=s._convertPositionTo("relative",{top:0,left:l}).left)),p=n||a||o||r,"outer"!==f.snapMode&&(n=m>=Math.abs(u-y),a=m>=Math.abs(d-b),o=m>=Math.abs(h-g),r=m>=Math.abs(l-v),n&&(i.position.top=s._convertPositionTo("relative",{top:u,left:0}).top),a&&(i.position.top=s._convertPositionTo("relative",{top:d-s.helperProportions.height,left:0}).top),o&&(i.position.left=s._convertPositionTo("relative",{top:0,left:h}).left),r&&(i.position.left=s._convertPositionTo("relative",{top:0,left:l-s.helperProportions.width}).left)),!s.snapElements[c].snapping&&(n||a||o||r||p)&&s.options.snap.snap&&s.options.snap.snap.call(s.element,t,e.extend(s._uiHash(),{snapItem:s.snapElements[c].item})),s.snapElements[c].snapping=n||a||o||r||p)}}),e.ui.plugin.add("draggable","stack",{start:function(t,i,s){var n,a=s.options,o=e.makeArray(e(a.stack)).sort(function(t,i){return(parseInt(e(t).css("zIndex"),10)||0)-(parseInt(e(i).css("zIndex"),10)||0)});o.length&&(n=parseInt(e(o[0]).css("zIndex"),10)||0,e(o).each(function(t){e(this).css("zIndex",n+t)}),this.css("zIndex",n+o.length))}}),e.ui.plugin.add("draggable","zIndex",{start:function(t,i,s){var n=e(i.helper),a=s.options;n.css("zIndex")&&(a._zIndex=n.css("zIndex")),n.css("zIndex",a.zIndex)},stop:function(t,i,s){var n=s.options;n._zIndex&&e(i.helper).css("zIndex",n._zIndex)}}),e.ui.draggable,e.widget("ui.droppable",{version:"1.11.4",widgetEventPrefix:"drop",options:{accept:"*",activeClass:!1,addClasses:!0,greedy:!1,hoverClass:!1,scope:"default",tolerance:"intersect",activate:null,deactivate:null,drop:null,out:null,over:null},_create:function(){var t,i=this.options,s=i.accept;this.isover=!1,this.isout=!0,this.accept=e.isFunction(s)?s:function(e){return e.is(s)},this.proportions=function(){return arguments.length?(t=arguments[0],void 0):t?t:t={width:this.element[0].offsetWidth,height:this.element[0].offsetHeight}},this._addToManager(i.scope),i.addClasses&&this.element.addClass("ui-droppable")},_addToManager:function(t){e.ui.ddmanager.droppables[t]=e.ui.ddmanager.droppables[t]||[],e.ui.ddmanager.droppables[t].push(this)},_splice:function(e){for(var t=0;e.length>t;t++)e[t]===this&&e.splice(t,1)},_destroy:function(){var t=e.ui.ddmanager.droppables[this.options.scope];this._splice(t),this.element.removeClass("ui-droppable ui-droppable-disabled")},_setOption:function(t,i){if("accept"===t)this.accept=e.isFunction(i)?i:function(e){return e.is(i)};else if("scope"===t){var s=e.ui.ddmanager.droppables[this.options.scope];this._splice(s),this._addToManager(i)}this._super(t,i)},_activate:function(t){var i=e.ui.ddmanager.current;this.options.activeClass&&this.element.addClass(this.options.activeClass),i&&this._trigger("activate",t,this.ui(i))},_deactivate:function(t){var i=e.ui.ddmanager.current;this.options.activeClass&&this.element.removeClass(this.options.activeClass),i&&this._trigger("deactivate",t,this.ui(i))},_over:function(t){var i=e.ui.ddmanager.current;i&&(i.currentItem||i.element)[0]!==this.element[0]&&this.accept.call(this.element[0],i.currentItem||i.element)&&(this.options.hoverClass&&this.element.addClass(this.options.hoverClass),this._trigger("over",t,this.ui(i)))},_out:function(t){var i=e.ui.ddmanager.current;i&&(i.currentItem||i.element)[0]!==this.element[0]&&this.accept.call(this.element[0],i.currentItem||i.element)&&(this.options.hoverClass&&this.element.removeClass(this.options.hoverClass),this._trigger("out",t,this.ui(i)))},_drop:function(t,i){var s=i||e.ui.ddmanager.current,n=!1;return s&&(s.currentItem||s.element)[0]!==this.element[0]?(this.element.find(":data(ui-droppable)").not(".ui-draggable-dragging").each(function(){var i=e(this).droppable("instance");return i.options.greedy&&!i.options.disabled&&i.options.scope===s.options.scope&&i.accept.call(i.element[0],s.currentItem||s.element)&&e.ui.intersect(s,e.extend(i,{offset:i.element.offset()}),i.options.tolerance,t)?(n=!0,!1):void 0}),n?!1:this.accept.call(this.element[0],s.currentItem||s.element)?(this.options.activeClass&&this.element.removeClass(this.options.activeClass),this.options.hoverClass&&this.element.removeClass(this.options.hoverClass),this._trigger("drop",t,this.ui(s)),this.element):!1):!1},ui:function(e){return{draggable:e.currentItem||e.element,helper:e.helper,position:e.position,offset:e.positionAbs}}}),e.ui.intersect=function(){function e(e,t,i){return e>=t&&t+i>e}return function(t,i,s,n){if(!i.offset)return!1;var a=(t.positionAbs||t.position.absolute).left+t.margins.left,o=(t.positionAbs||t.position.absolute).top+t.margins.top,r=a+t.helperProportions.width,h=o+t.helperProportions.height,l=i.offset.left,u=i.offset.top,d=l+i.proportions().width,c=u+i.proportions().height;switch(s){case"fit":return a>=l&&d>=r&&o>=u&&c>=h;case"intersect":return a+t.helperProportions.width/2>l&&d>r-t.helperProportions.width/2&&o+t.helperProportions.height/2>u&&c>h-t.helperProportions.height/2;case"pointer":return e(n.pageY,u,i.proportions().height)&&e(n.pageX,l,i.proportions().width);case"touch":return(o>=u&&c>=o||h>=u&&c>=h||u>o&&h>c)&&(a>=l&&d>=a||r>=l&&d>=r||l>a&&r>d);default:return!1}}}(),e.ui.ddmanager={current:null,droppables:{"default":[]},prepareOffsets:function(t,i){var s,n,a=e.ui.ddmanager.droppables[t.options.scope]||[],o=i?i.type:null,r=(t.currentItem||t.element).find(":data(ui-droppable)").addBack();e:for(s=0;a.length>s;s++)if(!(a[s].options.disabled||t&&!a[s].accept.call(a[s].element[0],t.currentItem||t.element))){for(n=0;r.length>n;n++)if(r[n]===a[s].element[0]){a[s].proportions().height=0;continue e}a[s].visible="none"!==a[s].element.css("display"),a[s].visible&&("mousedown"===o&&a[s]._activate.call(a[s],i),a[s].offset=a[s].element.offset(),a[s].proportions({width:a[s].element[0].offsetWidth,height:a[s].element[0].offsetHeight}))}},drop:function(t,i){var s=!1;return e.each((e.ui.ddmanager.droppables[t.options.scope]||[]).slice(),function(){this.options&&(!this.options.disabled&&this.visible&&e.ui.intersect(t,this,this.options.tolerance,i)&&(s=this._drop.call(this,i)||s),!this.options.disabled&&this.visible&&this.accept.call(this.element[0],t.currentItem||t.element)&&(this.isout=!0,this.isover=!1,this._deactivate.call(this,i)))}),s},dragStart:function(t,i){t.element.parentsUntil("body").bind("scroll.droppable",function(){t.options.refreshPositions||e.ui.ddmanager.prepareOffsets(t,i)})},drag:function(t,i){t.options.refreshPositions&&e.ui.ddmanager.prepareOffsets(t,i),e.each(e.ui.ddmanager.droppables[t.options.scope]||[],function(){if(!this.options.disabled&&!this.greedyChild&&this.visible){var s,n,a,o=e.ui.intersect(t,this,this.options.tolerance,i),r=!o&&this.isover?"isout":o&&!this.isover?"isover":null;r&&(this.options.greedy&&(n=this.options.scope,a=this.element.parents(":data(ui-droppable)").filter(function(){return e(this).droppable("instance").options.scope===n}),a.length&&(s=e(a[0]).droppable("instance"),s.greedyChild="isover"===r)),s&&"isover"===r&&(s.isover=!1,s.isout=!0,s._out.call(s,i)),this[r]=!0,this["isout"===r?"isover":"isout"]=!1,this["isover"===r?"_over":"_out"].call(this,i),s&&"isout"===r&&(s.isout=!1,s.isover=!0,s._over.call(s,i)))}})},dragStop:function(t,i){t.element.parentsUntil("body").unbind("scroll.droppable"),t.options.refreshPositions||e.ui.ddmanager.prepareOffsets(t,i)}},e.ui.droppable,e.widget("ui.resizable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"resize",options:{alsoResize:!1,animate:!1,animateDuration:"slow",animateEasing:"swing",aspectRatio:!1,autoHide:!1,containment:!1,ghost:!1,grid:!1,handles:"e,s,se",helper:!1,maxHeight:null,maxWidth:null,minHeight:10,minWidth:10,zIndex:90,resize:null,start:null,stop:null},_num:function(e){return parseInt(e,10)||0},_isNumber:function(e){return!isNaN(parseInt(e,10))},_hasScroll:function(t,i){if("hidden"===e(t).css("overflow"))return!1;var s=i&&"left"===i?"scrollLeft":"scrollTop",n=!1;return t[s]>0?!0:(t[s]=1,n=t[s]>0,t[s]=0,n)},_create:function(){var t,i,s,n,a,o=this,r=this.options;if(this.element.addClass("ui-resizable"),e.extend(this,{_aspectRatio:!!r.aspectRatio,aspectRatio:r.aspectRatio,originalElement:this.element,_proportionallyResizeElements:[],_helper:r.helper||r.ghost||r.animate?r.helper||"ui-resizable-helper":null}),this.element[0].nodeName.match(/^(canvas|textarea|input|select|button|img)$/i)&&(this.element.wrap(e("<div class='ui-wrapper' style='overflow: hidden;'></div>").css({position:this.element.css("position"),width:this.element.outerWidth(),height:this.element.outerHeight(),top:this.element.css("top"),left:this.element.css("left")})),this.element=this.element.parent().data("ui-resizable",this.element.resizable("instance")),this.elementIsWrapper=!0,this.element.css({marginLeft:this.originalElement.css("marginLeft"),marginTop:this.originalElement.css("marginTop"),marginRight:this.originalElement.css("marginRight"),marginBottom:this.originalElement.css("marginBottom")}),this.originalElement.css({marginLeft:0,marginTop:0,marginRight:0,marginBottom:0}),this.originalResizeStyle=this.originalElement.css("resize"),this.originalElement.css("resize","none"),this._proportionallyResizeElements.push(this.originalElement.css({position:"static",zoom:1,display:"block"})),this.originalElement.css({margin:this.originalElement.css("margin")}),this._proportionallyResize()),this.handles=r.handles||(e(".ui-resizable-handle",this.element).length?{n:".ui-resizable-n",e:".ui-resizable-e",s:".ui-resizable-s",w:".ui-resizable-w",se:".ui-resizable-se",sw:".ui-resizable-sw",ne:".ui-resizable-ne",nw:".ui-resizable-nw"}:"e,s,se"),this._handles=e(),this.handles.constructor===String)for("all"===this.handles&&(this.handles="n,e,s,w,se,sw,ne,nw"),t=this.handles.split(","),this.handles={},i=0;t.length>i;i++)s=e.trim(t[i]),a="ui-resizable-"+s,n=e("<div class='ui-resizable-handle "+a+"'></div>"),n.css({zIndex:r.zIndex}),"se"===s&&n.addClass("ui-icon ui-icon-gripsmall-diagonal-se"),this.handles[s]=".ui-resizable-"+s,this.element.append(n);this._renderAxis=function(t){var i,s,n,a;t=t||this.element;for(i in this.handles)this.handles[i].constructor===String?this.handles[i]=this.element.children(this.handles[i]).first().show():(this.handles[i].jquery||this.handles[i].nodeType)&&(this.handles[i]=e(this.handles[i]),this._on(this.handles[i],{mousedown:o._mouseDown})),this.elementIsWrapper&&this.originalElement[0].nodeName.match(/^(textarea|input|select|button)$/i)&&(s=e(this.handles[i],this.element),a=/sw|ne|nw|se|n|s/.test(i)?s.outerHeight():s.outerWidth(),n=["padding",/ne|nw|n/.test(i)?"Top":/se|sw|s/.test(i)?"Bottom":/^e$/.test(i)?"Right":"Left"].join(""),t.css(n,a),this._proportionallyResize()),this._handles=this._handles.add(this.handles[i])},this._renderAxis(this.element),this._handles=this._handles.add(this.element.find(".ui-resizable-handle")),this._handles.disableSelection(),this._handles.mouseover(function(){o.resizing||(this.className&&(n=this.className.match(/ui-resizable-(se|sw|ne|nw|n|e|s|w)/i)),o.axis=n&&n[1]?n[1]:"se")}),r.autoHide&&(this._handles.hide(),e(this.element).addClass("ui-resizable-autohide").mouseenter(function(){r.disabled||(e(this).removeClass("ui-resizable-autohide"),o._handles.show())}).mouseleave(function(){r.disabled||o.resizing||(e(this).addClass("ui-resizable-autohide"),o._handles.hide())})),this._mouseInit()},_destroy:function(){this._mouseDestroy();var t,i=function(t){e(t).removeClass("ui-resizable ui-resizable-disabled ui-resizable-resizing").removeData("resizable").removeData("ui-resizable").unbind(".resizable").find(".ui-resizable-handle").remove()};return this.elementIsWrapper&&(i(this.element),t=this.element,this.originalElement.css({position:t.css("position"),width:t.outerWidth(),height:t.outerHeight(),top:t.css("top"),left:t.css("left")}).insertAfter(t),t.remove()),this.originalElement.css("resize",this.originalResizeStyle),i(this.originalElement),this},_mouseCapture:function(t){var i,s,n=!1;for(i in this.handles)s=e(this.handles[i])[0],(s===t.target||e.contains(s,t.target))&&(n=!0);return!this.options.disabled&&n},_mouseStart:function(t){var i,s,n,a=this.options,o=this.element;return this.resizing=!0,this._renderProxy(),i=this._num(this.helper.css("left")),s=this._num(this.helper.css("top")),a.containment&&(i+=e(a.containment).scrollLeft()||0,s+=e(a.containment).scrollTop()||0),this.offset=this.helper.offset(),this.position={left:i,top:s},this.size=this._helper?{width:this.helper.width(),height:this.helper.height()}:{width:o.width(),height:o.height()},this.originalSize=this._helper?{width:o.outerWidth(),height:o.outerHeight()}:{width:o.width(),height:o.height()},this.sizeDiff={width:o.outerWidth()-o.width(),height:o.outerHeight()-o.height()},this.originalPosition={left:i,top:s},this.originalMousePosition={left:t.pageX,top:t.pageY},this.aspectRatio="number"==typeof a.aspectRatio?a.aspectRatio:this.originalSize.width/this.originalSize.height||1,n=e(".ui-resizable-"+this.axis).css("cursor"),e("body").css("cursor","auto"===n?this.axis+"-resize":n),o.addClass("ui-resizable-resizing"),this._propagate("start",t),!0},_mouseDrag:function(t){var i,s,n=this.originalMousePosition,a=this.axis,o=t.pageX-n.left||0,r=t.pageY-n.top||0,h=this._change[a];return this._updatePrevProperties(),h?(i=h.apply(this,[t,o,r]),this._updateVirtualBoundaries(t.shiftKey),(this._aspectRatio||t.shiftKey)&&(i=this._updateRatio(i,t)),i=this._respectSize(i,t),this._updateCache(i),this._propagate("resize",t),s=this._applyChanges(),!this._helper&&this._proportionallyResizeElements.length&&this._proportionallyResize(),e.isEmptyObject(s)||(this._updatePrevProperties(),this._trigger("resize",t,this.ui()),this._applyChanges()),!1):!1},_mouseStop:function(t){this.resizing=!1;var i,s,n,a,o,r,h,l=this.options,u=this;return this._helper&&(i=this._proportionallyResizeElements,s=i.length&&/textarea/i.test(i[0].nodeName),n=s&&this._hasScroll(i[0],"left")?0:u.sizeDiff.height,a=s?0:u.sizeDiff.width,o={width:u.helper.width()-a,height:u.helper.height()-n},r=parseInt(u.element.css("left"),10)+(u.position.left-u.originalPosition.left)||null,h=parseInt(u.element.css("top"),10)+(u.position.top-u.originalPosition.top)||null,l.animate||this.element.css(e.extend(o,{top:h,left:r})),u.helper.height(u.size.height),u.helper.width(u.size.width),this._helper&&!l.animate&&this._proportionallyResize()),e("body").css("cursor","auto"),this.element.removeClass("ui-resizable-resizing"),this._propagate("stop",t),this._helper&&this.helper.remove(),!1},_updatePrevProperties:function(){this.prevPosition={top:this.position.top,left:this.position.left},this.prevSize={width:this.size.width,height:this.size.height}},_applyChanges:function(){var e={};return this.position.top!==this.prevPosition.top&&(e.top=this.position.top+"px"),this.position.left!==this.prevPosition.left&&(e.left=this.position.left+"px"),this.size.width!==this.prevSize.width&&(e.width=this.size.width+"px"),this.size.height!==this.prevSize.height&&(e.height=this.size.height+"px"),this.helper.css(e),e},_updateVirtualBoundaries:function(e){var t,i,s,n,a,o=this.options;a={minWidth:this._isNumber(o.minWidth)?o.minWidth:0,maxWidth:this._isNumber(o.maxWidth)?o.maxWidth:1/0,minHeight:this._isNumber(o.minHeight)?o.minHeight:0,maxHeight:this._isNumber(o.maxHeight)?o.maxHeight:1/0},(this._aspectRatio||e)&&(t=a.minHeight*this.aspectRatio,s=a.minWidth/this.aspectRatio,i=a.maxHeight*this.aspectRatio,n=a.maxWidth/this.aspectRatio,t>a.minWidth&&(a.minWidth=t),s>a.minHeight&&(a.minHeight=s),a.maxWidth>i&&(a.maxWidth=i),a.maxHeight>n&&(a.maxHeight=n)),this._vBoundaries=a},_updateCache:function(e){this.offset=this.helper.offset(),this._isNumber(e.left)&&(this.position.left=e.left),this._isNumber(e.top)&&(this.position.top=e.top),this._isNumber(e.height)&&(this.size.height=e.height),this._isNumber(e.width)&&(this.size.width=e.width)},_updateRatio:function(e){var t=this.position,i=this.size,s=this.axis;return this._isNumber(e.height)?e.width=e.height*this.aspectRatio:this._isNumber(e.width)&&(e.height=e.width/this.aspectRatio),"sw"===s&&(e.left=t.left+(i.width-e.width),e.top=null),"nw"===s&&(e.top=t.top+(i.height-e.height),e.left=t.left+(i.width-e.width)),e},_respectSize:function(e){var t=this._vBoundaries,i=this.axis,s=this._isNumber(e.width)&&t.maxWidth&&t.maxWidth<e.width,n=this._isNumber(e.height)&&t.maxHeight&&t.maxHeight<e.height,a=this._isNumber(e.width)&&t.minWidth&&t.minWidth>e.width,o=this._isNumber(e.height)&&t.minHeight&&t.minHeight>e.height,r=this.originalPosition.left+this.originalSize.width,h=this.position.top+this.size.height,l=/sw|nw|w/.test(i),u=/nw|ne|n/.test(i);return a&&(e.width=t.minWidth),o&&(e.height=t.minHeight),s&&(e.width=t.maxWidth),n&&(e.height=t.maxHeight),a&&l&&(e.left=r-t.minWidth),s&&l&&(e.left=r-t.maxWidth),o&&u&&(e.top=h-t.minHeight),n&&u&&(e.top=h-t.maxHeight),e.width||e.height||e.left||!e.top?e.width||e.height||e.top||!e.left||(e.left=null):e.top=null,e},_getPaddingPlusBorderDimensions:function(e){for(var t=0,i=[],s=[e.css("borderTopWidth"),e.css("borderRightWidth"),e.css("borderBottomWidth"),e.css("borderLeftWidth")],n=[e.css("paddingTop"),e.css("paddingRight"),e.css("paddingBottom"),e.css("paddingLeft")];4>t;t++)i[t]=parseInt(s[t],10)||0,i[t]+=parseInt(n[t],10)||0;return{height:i[0]+i[2],width:i[1]+i[3]}},_proportionallyResize:function(){if(this._proportionallyResizeElements.length)for(var e,t=0,i=this.helper||this.element;this._proportionallyResizeElements.length>t;t++)e=this._proportionallyResizeElements[t],this.outerDimensions||(this.outerDimensions=this._getPaddingPlusBorderDimensions(e)),e.css({height:i.height()-this.outerDimensions.height||0,width:i.width()-this.outerDimensions.width||0})},_renderProxy:function(){var t=this.element,i=this.options;this.elementOffset=t.offset(),this._helper?(this.helper=this.helper||e("<div style='overflow:hidden;'></div>"),this.helper.addClass(this._helper).css({width:this.element.outerWidth()-1,height:this.element.outerHeight()-1,position:"absolute",left:this.elementOffset.left+"px",top:this.elementOffset.top+"px",zIndex:++i.zIndex}),this.helper.appendTo("body").disableSelection()):this.helper=this.element},_change:{e:function(e,t){return{width:this.originalSize.width+t}},w:function(e,t){var i=this.originalSize,s=this.originalPosition;return{left:s.left+t,width:i.width-t}},n:function(e,t,i){var s=this.originalSize,n=this.originalPosition;return{top:n.top+i,height:s.height-i}},s:function(e,t,i){return{height:this.originalSize.height+i}},se:function(t,i,s){return e.extend(this._change.s.apply(this,arguments),this._change.e.apply(this,[t,i,s]))},sw:function(t,i,s){return e.extend(this._change.s.apply(this,arguments),this._change.w.apply(this,[t,i,s]))},ne:function(t,i,s){return e.extend(this._change.n.apply(this,arguments),this._change.e.apply(this,[t,i,s]))},nw:function(t,i,s){return e.extend(this._change.n.apply(this,arguments),this._change.w.apply(this,[t,i,s]))}},_propagate:function(t,i){e.ui.plugin.call(this,t,[i,this.ui()]),"resize"!==t&&this._trigger(t,i,this.ui())},plugins:{},ui:function(){return{originalElement:this.originalElement,element:this.element,helper:this.helper,position:this.position,size:this.size,originalSize:this.originalSize,originalPosition:this.originalPosition}}}),e.ui.plugin.add("resizable","animate",{stop:function(t){var i=e(this).resizable("instance"),s=i.options,n=i._proportionallyResizeElements,a=n.length&&/textarea/i.test(n[0].nodeName),o=a&&i._hasScroll(n[0],"left")?0:i.sizeDiff.height,r=a?0:i.sizeDiff.width,h={width:i.size.width-r,height:i.size.height-o},l=parseInt(i.element.css("left"),10)+(i.position.left-i.originalPosition.left)||null,u=parseInt(i.element.css("top"),10)+(i.position.top-i.originalPosition.top)||null;i.element.animate(e.extend(h,u&&l?{top:u,left:l}:{}),{duration:s.animateDuration,easing:s.animateEasing,step:function(){var s={width:parseInt(i.element.css("width"),10),height:parseInt(i.element.css("height"),10),top:parseInt(i.element.css("top"),10),left:parseInt(i.element.css("left"),10)};n&&n.length&&e(n[0]).css({width:s.width,height:s.height}),i._updateCache(s),i._propagate("resize",t)}})}}),e.ui.plugin.add("resizable","containment",{start:function(){var t,i,s,n,a,o,r,h=e(this).resizable("instance"),l=h.options,u=h.element,d=l.containment,c=d instanceof e?d.get(0):/parent/.test(d)?u.parent().get(0):d;c&&(h.containerElement=e(c),/document/.test(d)||d===document?(h.containerOffset={left:0,top:0},h.containerPosition={left:0,top:0},h.parentData={element:e(document),left:0,top:0,width:e(document).width(),height:e(document).height()||document.body.parentNode.scrollHeight}):(t=e(c),i=[],e(["Top","Right","Left","Bottom"]).each(function(e,s){i[e]=h._num(t.css("padding"+s))}),h.containerOffset=t.offset(),h.containerPosition=t.position(),h.containerSize={height:t.innerHeight()-i[3],width:t.innerWidth()-i[1]},s=h.containerOffset,n=h.containerSize.height,a=h.containerSize.width,o=h._hasScroll(c,"left")?c.scrollWidth:a,r=h._hasScroll(c)?c.scrollHeight:n,h.parentData={element:c,left:s.left,top:s.top,width:o,height:r}))},resize:function(t){var i,s,n,a,o=e(this).resizable("instance"),r=o.options,h=o.containerOffset,l=o.position,u=o._aspectRatio||t.shiftKey,d={top:0,left:0},c=o.containerElement,p=!0;c[0]!==document&&/static/.test(c.css("position"))&&(d=h),l.left<(o._helper?h.left:0)&&(o.size.width=o.size.width+(o._helper?o.position.left-h.left:o.position.left-d.left),u&&(o.size.height=o.size.width/o.aspectRatio,p=!1),o.position.left=r.helper?h.left:0),l.top<(o._helper?h.top:0)&&(o.size.height=o.size.height+(o._helper?o.position.top-h.top:o.position.top),u&&(o.size.width=o.size.height*o.aspectRatio,p=!1),o.position.top=o._helper?h.top:0),n=o.containerElement.get(0)===o.element.parent().get(0),a=/relative|absolute/.test(o.containerElement.css("position")),n&&a?(o.offset.left=o.parentData.left+o.position.left,o.offset.top=o.parentData.top+o.position.top):(o.offset.left=o.element.offset().left,o.offset.top=o.element.offset().top),i=Math.abs(o.sizeDiff.width+(o._helper?o.offset.left-d.left:o.offset.left-h.left)),s=Math.abs(o.sizeDiff.height+(o._helper?o.offset.top-d.top:o.offset.top-h.top)),i+o.size.width>=o.parentData.width&&(o.size.width=o.parentData.width-i,u&&(o.size.height=o.size.width/o.aspectRatio,p=!1)),s+o.size.height>=o.parentData.height&&(o.size.height=o.parentData.height-s,u&&(o.size.width=o.size.height*o.aspectRatio,p=!1)),p||(o.position.left=o.prevPosition.left,o.position.top=o.prevPosition.top,o.size.width=o.prevSize.width,o.size.height=o.prevSize.height)},stop:function(){var t=e(this).resizable("instance"),i=t.options,s=t.containerOffset,n=t.containerPosition,a=t.containerElement,o=e(t.helper),r=o.offset(),h=o.outerWidth()-t.sizeDiff.width,l=o.outerHeight()-t.sizeDiff.height;t._helper&&!i.animate&&/relative/.test(a.css("position"))&&e(this).css({left:r.left-n.left-s.left,width:h,height:l}),t._helper&&!i.animate&&/static/.test(a.css("position"))&&e(this).css({left:r.left-n.left-s.left,width:h,height:l})}}),e.ui.plugin.add("resizable","alsoResize",{start:function(){var t=e(this).resizable("instance"),i=t.options;e(i.alsoResize).each(function(){var t=e(this);t.data("ui-resizable-alsoresize",{width:parseInt(t.width(),10),height:parseInt(t.height(),10),left:parseInt(t.css("left"),10),top:parseInt(t.css("top"),10)})})},resize:function(t,i){var s=e(this).resizable("instance"),n=s.options,a=s.originalSize,o=s.originalPosition,r={height:s.size.height-a.height||0,width:s.size.width-a.width||0,top:s.position.top-o.top||0,left:s.position.left-o.left||0};e(n.alsoResize).each(function(){var t=e(this),s=e(this).data("ui-resizable-alsoresize"),n={},a=t.parents(i.originalElement[0]).length?["width","height"]:["width","height","top","left"];e.each(a,function(e,t){var i=(s[t]||0)+(r[t]||0);i&&i>=0&&(n[t]=i||null)}),t.css(n)})},stop:function(){e(this).removeData("resizable-alsoresize")}}),e.ui.plugin.add("resizable","ghost",{start:function(){var t=e(this).resizable("instance"),i=t.options,s=t.size;t.ghost=t.originalElement.clone(),t.ghost.css({opacity:.25,display:"block",position:"relative",height:s.height,width:s.width,margin:0,left:0,top:0}).addClass("ui-resizable-ghost").addClass("string"==typeof i.ghost?i.ghost:""),t.ghost.appendTo(t.helper)},resize:function(){var t=e(this).resizable("instance");t.ghost&&t.ghost.css({position:"relative",height:t.size.height,width:t.size.width})},stop:function(){var t=e(this).resizable("instance");t.ghost&&t.helper&&t.helper.get(0).removeChild(t.ghost.get(0))}}),e.ui.plugin.add("resizable","grid",{resize:function(){var t,i=e(this).resizable("instance"),s=i.options,n=i.size,a=i.originalSize,o=i.originalPosition,r=i.axis,h="number"==typeof s.grid?[s.grid,s.grid]:s.grid,l=h[0]||1,u=h[1]||1,d=Math.round((n.width-a.width)/l)*l,c=Math.round((n.height-a.height)/u)*u,p=a.width+d,f=a.height+c,m=s.maxWidth&&p>s.maxWidth,g=s.maxHeight&&f>s.maxHeight,v=s.minWidth&&s.minWidth>p,y=s.minHeight&&s.minHeight>f;s.grid=h,v&&(p+=l),y&&(f+=u),m&&(p-=l),g&&(f-=u),/^(se|s|e)$/.test(r)?(i.size.width=p,i.size.height=f):/^(ne)$/.test(r)?(i.size.width=p,i.size.height=f,i.position.top=o.top-c):/^(sw)$/.test(r)?(i.size.width=p,i.size.height=f,i.position.left=o.left-d):((0>=f-u||0>=p-l)&&(t=i._getPaddingPlusBorderDimensions(this)),f-u>0?(i.size.height=f,i.position.top=o.top-c):(f=u-t.height,i.size.height=f,i.position.top=o.top+a.height-f),p-l>0?(i.size.width=p,i.position.left=o.left-d):(p=l-t.width,i.size.width=p,i.position.left=o.left+a.width-p))}}),e.ui.resizable,e.widget("ui.selectable",e.ui.mouse,{version:"1.11.4",options:{appendTo:"body",autoRefresh:!0,distance:0,filter:"*",tolerance:"touch",selected:null,selecting:null,start:null,stop:null,unselected:null,unselecting:null},_create:function(){var t,i=this;this.element.addClass("ui-selectable"),this.dragged=!1,this.refresh=function(){t=e(i.options.filter,i.element[0]),t.addClass("ui-selectee"),t.each(function(){var t=e(this),i=t.offset();e.data(this,"selectable-item",{element:this,$element:t,left:i.left,top:i.top,right:i.left+t.outerWidth(),bottom:i.top+t.outerHeight(),startselected:!1,selected:t.hasClass("ui-selected"),selecting:t.hasClass("ui-selecting"),unselecting:t.hasClass("ui-unselecting")})})},this.refresh(),this.selectees=t.addClass("ui-selectee"),this._mouseInit(),this.helper=e("<div class='ui-selectable-helper'></div>")},_destroy:function(){this.selectees.removeClass("ui-selectee").removeData("selectable-item"),this.element.removeClass("ui-selectable ui-selectable-disabled"),this._mouseDestroy()},_mouseStart:function(t){var i=this,s=this.options;this.opos=[t.pageX,t.pageY],this.options.disabled||(this.selectees=e(s.filter,this.element[0]),this._trigger("start",t),e(s.appendTo).append(this.helper),this.helper.css({left:t.pageX,top:t.pageY,width:0,height:0}),s.autoRefresh&&this.refresh(),this.selectees.filter(".ui-selected").each(function(){var s=e.data(this,"selectable-item");s.startselected=!0,t.metaKey||t.ctrlKey||(s.$element.removeClass("ui-selected"),s.selected=!1,s.$element.addClass("ui-unselecting"),s.unselecting=!0,i._trigger("unselecting",t,{unselecting:s.element}))}),e(t.target).parents().addBack().each(function(){var s,n=e.data(this,"selectable-item");return n?(s=!t.metaKey&&!t.ctrlKey||!n.$element.hasClass("ui-selected"),n.$element.removeClass(s?"ui-unselecting":"ui-selected").addClass(s?"ui-selecting":"ui-unselecting"),n.unselecting=!s,n.selecting=s,n.selected=s,s?i._trigger("selecting",t,{selecting:n.element}):i._trigger("unselecting",t,{unselecting:n.element}),!1):void 0}))},_mouseDrag:function(t){if(this.dragged=!0,!this.options.disabled){var i,s=this,n=this.options,a=this.opos[0],o=this.opos[1],r=t.pageX,h=t.pageY;return a>r&&(i=r,r=a,a=i),o>h&&(i=h,h=o,o=i),this.helper.css({left:a,top:o,width:r-a,height:h-o}),this.selectees.each(function(){var i=e.data(this,"selectable-item"),l=!1;
i&&i.element!==s.element[0]&&("touch"===n.tolerance?l=!(i.left>r||a>i.right||i.top>h||o>i.bottom):"fit"===n.tolerance&&(l=i.left>a&&r>i.right&&i.top>o&&h>i.bottom),l?(i.selected&&(i.$element.removeClass("ui-selected"),i.selected=!1),i.unselecting&&(i.$element.removeClass("ui-unselecting"),i.unselecting=!1),i.selecting||(i.$element.addClass("ui-selecting"),i.selecting=!0,s._trigger("selecting",t,{selecting:i.element}))):(i.selecting&&((t.metaKey||t.ctrlKey)&&i.startselected?(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.$element.addClass("ui-selected"),i.selected=!0):(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.startselected&&(i.$element.addClass("ui-unselecting"),i.unselecting=!0),s._trigger("unselecting",t,{unselecting:i.element}))),i.selected&&(t.metaKey||t.ctrlKey||i.startselected||(i.$element.removeClass("ui-selected"),i.selected=!1,i.$element.addClass("ui-unselecting"),i.unselecting=!0,s._trigger("unselecting",t,{unselecting:i.element})))))}),!1}},_mouseStop:function(t){var i=this;return this.dragged=!1,e(".ui-unselecting",this.element[0]).each(function(){var s=e.data(this,"selectable-item");s.$element.removeClass("ui-unselecting"),s.unselecting=!1,s.startselected=!1,i._trigger("unselected",t,{unselected:s.element})}),e(".ui-selecting",this.element[0]).each(function(){var s=e.data(this,"selectable-item");s.$element.removeClass("ui-selecting").addClass("ui-selected"),s.selecting=!1,s.selected=!0,s.startselected=!0,i._trigger("selected",t,{selected:s.element})}),this._trigger("stop",t),this.helper.remove(),!1}}),e.widget("ui.sortable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"sort",ready:!1,options:{appendTo:"parent",axis:!1,connectWith:!1,containment:!1,cursor:"auto",cursorAt:!1,dropOnEmpty:!0,forcePlaceholderSize:!1,forceHelperSize:!1,grid:!1,handle:!1,helper:"original",items:"> *",opacity:!1,placeholder:!1,revert:!1,scroll:!0,scrollSensitivity:20,scrollSpeed:20,scope:"default",tolerance:"intersect",zIndex:1e3,activate:null,beforeStop:null,change:null,deactivate:null,out:null,over:null,receive:null,remove:null,sort:null,start:null,stop:null,update:null},_isOverAxis:function(e,t,i){return e>=t&&t+i>e},_isFloating:function(e){return/left|right/.test(e.css("float"))||/inline|table-cell/.test(e.css("display"))},_create:function(){this.containerCache={},this.element.addClass("ui-sortable"),this.refresh(),this.offset=this.element.offset(),this._mouseInit(),this._setHandleClassName(),this.ready=!0},_setOption:function(e,t){this._super(e,t),"handle"===e&&this._setHandleClassName()},_setHandleClassName:function(){this.element.find(".ui-sortable-handle").removeClass("ui-sortable-handle"),e.each(this.items,function(){(this.instance.options.handle?this.item.find(this.instance.options.handle):this.item).addClass("ui-sortable-handle")})},_destroy:function(){this.element.removeClass("ui-sortable ui-sortable-disabled").find(".ui-sortable-handle").removeClass("ui-sortable-handle"),this._mouseDestroy();for(var e=this.items.length-1;e>=0;e--)this.items[e].item.removeData(this.widgetName+"-item");return this},_mouseCapture:function(t,i){var s=null,n=!1,a=this;return this.reverting?!1:this.options.disabled||"static"===this.options.type?!1:(this._refreshItems(t),e(t.target).parents().each(function(){return e.data(this,a.widgetName+"-item")===a?(s=e(this),!1):void 0}),e.data(t.target,a.widgetName+"-item")===a&&(s=e(t.target)),s?!this.options.handle||i||(e(this.options.handle,s).find("*").addBack().each(function(){this===t.target&&(n=!0)}),n)?(this.currentItem=s,this._removeCurrentsFromItems(),!0):!1:!1)},_mouseStart:function(t,i,s){var n,a,o=this.options;if(this.currentContainer=this,this.refreshPositions(),this.helper=this._createHelper(t),this._cacheHelperProportions(),this._cacheMargins(),this.scrollParent=this.helper.scrollParent(),this.offset=this.currentItem.offset(),this.offset={top:this.offset.top-this.margins.top,left:this.offset.left-this.margins.left},e.extend(this.offset,{click:{left:t.pageX-this.offset.left,top:t.pageY-this.offset.top},parent:this._getParentOffset(),relative:this._getRelativeOffset()}),this.helper.css("position","absolute"),this.cssPosition=this.helper.css("position"),this.originalPosition=this._generatePosition(t),this.originalPageX=t.pageX,this.originalPageY=t.pageY,o.cursorAt&&this._adjustOffsetFromHelper(o.cursorAt),this.domPosition={prev:this.currentItem.prev()[0],parent:this.currentItem.parent()[0]},this.helper[0]!==this.currentItem[0]&&this.currentItem.hide(),this._createPlaceholder(),o.containment&&this._setContainment(),o.cursor&&"auto"!==o.cursor&&(a=this.document.find("body"),this.storedCursor=a.css("cursor"),a.css("cursor",o.cursor),this.storedStylesheet=e("<style>*{ cursor: "+o.cursor+" !important; }</style>").appendTo(a)),o.opacity&&(this.helper.css("opacity")&&(this._storedOpacity=this.helper.css("opacity")),this.helper.css("opacity",o.opacity)),o.zIndex&&(this.helper.css("zIndex")&&(this._storedZIndex=this.helper.css("zIndex")),this.helper.css("zIndex",o.zIndex)),this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName&&(this.overflowOffset=this.scrollParent.offset()),this._trigger("start",t,this._uiHash()),this._preserveHelperProportions||this._cacheHelperProportions(),!s)for(n=this.containers.length-1;n>=0;n--)this.containers[n]._trigger("activate",t,this._uiHash(this));return e.ui.ddmanager&&(e.ui.ddmanager.current=this),e.ui.ddmanager&&!o.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t),this.dragging=!0,this.helper.addClass("ui-sortable-helper"),this._mouseDrag(t),!0},_mouseDrag:function(t){var i,s,n,a,o=this.options,r=!1;for(this.position=this._generatePosition(t),this.positionAbs=this._convertPositionTo("absolute"),this.lastPositionAbs||(this.lastPositionAbs=this.positionAbs),this.options.scroll&&(this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName?(this.overflowOffset.top+this.scrollParent[0].offsetHeight-t.pageY<o.scrollSensitivity?this.scrollParent[0].scrollTop=r=this.scrollParent[0].scrollTop+o.scrollSpeed:t.pageY-this.overflowOffset.top<o.scrollSensitivity&&(this.scrollParent[0].scrollTop=r=this.scrollParent[0].scrollTop-o.scrollSpeed),this.overflowOffset.left+this.scrollParent[0].offsetWidth-t.pageX<o.scrollSensitivity?this.scrollParent[0].scrollLeft=r=this.scrollParent[0].scrollLeft+o.scrollSpeed:t.pageX-this.overflowOffset.left<o.scrollSensitivity&&(this.scrollParent[0].scrollLeft=r=this.scrollParent[0].scrollLeft-o.scrollSpeed)):(t.pageY-this.document.scrollTop()<o.scrollSensitivity?r=this.document.scrollTop(this.document.scrollTop()-o.scrollSpeed):this.window.height()-(t.pageY-this.document.scrollTop())<o.scrollSensitivity&&(r=this.document.scrollTop(this.document.scrollTop()+o.scrollSpeed)),t.pageX-this.document.scrollLeft()<o.scrollSensitivity?r=this.document.scrollLeft(this.document.scrollLeft()-o.scrollSpeed):this.window.width()-(t.pageX-this.document.scrollLeft())<o.scrollSensitivity&&(r=this.document.scrollLeft(this.document.scrollLeft()+o.scrollSpeed))),r!==!1&&e.ui.ddmanager&&!o.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t)),this.positionAbs=this._convertPositionTo("absolute"),this.options.axis&&"y"===this.options.axis||(this.helper[0].style.left=this.position.left+"px"),this.options.axis&&"x"===this.options.axis||(this.helper[0].style.top=this.position.top+"px"),i=this.items.length-1;i>=0;i--)if(s=this.items[i],n=s.item[0],a=this._intersectsWithPointer(s),a&&s.instance===this.currentContainer&&n!==this.currentItem[0]&&this.placeholder[1===a?"next":"prev"]()[0]!==n&&!e.contains(this.placeholder[0],n)&&("semi-dynamic"===this.options.type?!e.contains(this.element[0],n):!0)){if(this.direction=1===a?"down":"up","pointer"!==this.options.tolerance&&!this._intersectsWithSides(s))break;this._rearrange(t,s),this._trigger("change",t,this._uiHash());break}return this._contactContainers(t),e.ui.ddmanager&&e.ui.ddmanager.drag(this,t),this._trigger("sort",t,this._uiHash()),this.lastPositionAbs=this.positionAbs,!1},_mouseStop:function(t,i){if(t){if(e.ui.ddmanager&&!this.options.dropBehaviour&&e.ui.ddmanager.drop(this,t),this.options.revert){var s=this,n=this.placeholder.offset(),a=this.options.axis,o={};a&&"x"!==a||(o.left=n.left-this.offset.parent.left-this.margins.left+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollLeft)),a&&"y"!==a||(o.top=n.top-this.offset.parent.top-this.margins.top+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollTop)),this.reverting=!0,e(this.helper).animate(o,parseInt(this.options.revert,10)||500,function(){s._clear(t)})}else this._clear(t,i);return!1}},cancel:function(){if(this.dragging){this._mouseUp({target:null}),"original"===this.options.helper?this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper"):this.currentItem.show();for(var t=this.containers.length-1;t>=0;t--)this.containers[t]._trigger("deactivate",null,this._uiHash(this)),this.containers[t].containerCache.over&&(this.containers[t]._trigger("out",null,this._uiHash(this)),this.containers[t].containerCache.over=0)}return this.placeholder&&(this.placeholder[0].parentNode&&this.placeholder[0].parentNode.removeChild(this.placeholder[0]),"original"!==this.options.helper&&this.helper&&this.helper[0].parentNode&&this.helper.remove(),e.extend(this,{helper:null,dragging:!1,reverting:!1,_noFinalSort:null}),this.domPosition.prev?e(this.domPosition.prev).after(this.currentItem):e(this.domPosition.parent).prepend(this.currentItem)),this},serialize:function(t){var i=this._getItemsAsjQuery(t&&t.connected),s=[];return t=t||{},e(i).each(function(){var i=(e(t.item||this).attr(t.attribute||"id")||"").match(t.expression||/(.+)[\-=_](.+)/);i&&s.push((t.key||i[1]+"[]")+"="+(t.key&&t.expression?i[1]:i[2]))}),!s.length&&t.key&&s.push(t.key+"="),s.join("&")},toArray:function(t){var i=this._getItemsAsjQuery(t&&t.connected),s=[];return t=t||{},i.each(function(){s.push(e(t.item||this).attr(t.attribute||"id")||"")}),s},_intersectsWith:function(e){var t=this.positionAbs.left,i=t+this.helperProportions.width,s=this.positionAbs.top,n=s+this.helperProportions.height,a=e.left,o=a+e.width,r=e.top,h=r+e.height,l=this.offset.click.top,u=this.offset.click.left,d="x"===this.options.axis||s+l>r&&h>s+l,c="y"===this.options.axis||t+u>a&&o>t+u,p=d&&c;return"pointer"===this.options.tolerance||this.options.forcePointerForContainers||"pointer"!==this.options.tolerance&&this.helperProportions[this.floating?"width":"height"]>e[this.floating?"width":"height"]?p:t+this.helperProportions.width/2>a&&o>i-this.helperProportions.width/2&&s+this.helperProportions.height/2>r&&h>n-this.helperProportions.height/2},_intersectsWithPointer:function(e){var t="x"===this.options.axis||this._isOverAxis(this.positionAbs.top+this.offset.click.top,e.top,e.height),i="y"===this.options.axis||this._isOverAxis(this.positionAbs.left+this.offset.click.left,e.left,e.width),s=t&&i,n=this._getDragVerticalDirection(),a=this._getDragHorizontalDirection();return s?this.floating?a&&"right"===a||"down"===n?2:1:n&&("down"===n?2:1):!1},_intersectsWithSides:function(e){var t=this._isOverAxis(this.positionAbs.top+this.offset.click.top,e.top+e.height/2,e.height),i=this._isOverAxis(this.positionAbs.left+this.offset.click.left,e.left+e.width/2,e.width),s=this._getDragVerticalDirection(),n=this._getDragHorizontalDirection();return this.floating&&n?"right"===n&&i||"left"===n&&!i:s&&("down"===s&&t||"up"===s&&!t)},_getDragVerticalDirection:function(){var e=this.positionAbs.top-this.lastPositionAbs.top;return 0!==e&&(e>0?"down":"up")},_getDragHorizontalDirection:function(){var e=this.positionAbs.left-this.lastPositionAbs.left;return 0!==e&&(e>0?"right":"left")},refresh:function(e){return this._refreshItems(e),this._setHandleClassName(),this.refreshPositions(),this},_connectWith:function(){var e=this.options;return e.connectWith.constructor===String?[e.connectWith]:e.connectWith},_getItemsAsjQuery:function(t){function i(){r.push(this)}var s,n,a,o,r=[],h=[],l=this._connectWith();if(l&&t)for(s=l.length-1;s>=0;s--)for(a=e(l[s],this.document[0]),n=a.length-1;n>=0;n--)o=e.data(a[n],this.widgetFullName),o&&o!==this&&!o.options.disabled&&h.push([e.isFunction(o.options.items)?o.options.items.call(o.element):e(o.options.items,o.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),o]);for(h.push([e.isFunction(this.options.items)?this.options.items.call(this.element,null,{options:this.options,item:this.currentItem}):e(this.options.items,this.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),this]),s=h.length-1;s>=0;s--)h[s][0].each(i);return e(r)},_removeCurrentsFromItems:function(){var t=this.currentItem.find(":data("+this.widgetName+"-item)");this.items=e.grep(this.items,function(e){for(var i=0;t.length>i;i++)if(t[i]===e.item[0])return!1;return!0})},_refreshItems:function(t){this.items=[],this.containers=[this];var i,s,n,a,o,r,h,l,u=this.items,d=[[e.isFunction(this.options.items)?this.options.items.call(this.element[0],t,{item:this.currentItem}):e(this.options.items,this.element),this]],c=this._connectWith();if(c&&this.ready)for(i=c.length-1;i>=0;i--)for(n=e(c[i],this.document[0]),s=n.length-1;s>=0;s--)a=e.data(n[s],this.widgetFullName),a&&a!==this&&!a.options.disabled&&(d.push([e.isFunction(a.options.items)?a.options.items.call(a.element[0],t,{item:this.currentItem}):e(a.options.items,a.element),a]),this.containers.push(a));for(i=d.length-1;i>=0;i--)for(o=d[i][1],r=d[i][0],s=0,l=r.length;l>s;s++)h=e(r[s]),h.data(this.widgetName+"-item",o),u.push({item:h,instance:o,width:0,height:0,left:0,top:0})},refreshPositions:function(t){this.floating=this.items.length?"x"===this.options.axis||this._isFloating(this.items[0].item):!1,this.offsetParent&&this.helper&&(this.offset.parent=this._getParentOffset());var i,s,n,a;for(i=this.items.length-1;i>=0;i--)s=this.items[i],s.instance!==this.currentContainer&&this.currentContainer&&s.item[0]!==this.currentItem[0]||(n=this.options.toleranceElement?e(this.options.toleranceElement,s.item):s.item,t||(s.width=n.outerWidth(),s.height=n.outerHeight()),a=n.offset(),s.left=a.left,s.top=a.top);if(this.options.custom&&this.options.custom.refreshContainers)this.options.custom.refreshContainers.call(this);else for(i=this.containers.length-1;i>=0;i--)a=this.containers[i].element.offset(),this.containers[i].containerCache.left=a.left,this.containers[i].containerCache.top=a.top,this.containers[i].containerCache.width=this.containers[i].element.outerWidth(),this.containers[i].containerCache.height=this.containers[i].element.outerHeight();return this},_createPlaceholder:function(t){t=t||this;var i,s=t.options;s.placeholder&&s.placeholder.constructor!==String||(i=s.placeholder,s.placeholder={element:function(){var s=t.currentItem[0].nodeName.toLowerCase(),n=e("<"+s+">",t.document[0]).addClass(i||t.currentItem[0].className+" ui-sortable-placeholder").removeClass("ui-sortable-helper");return"tbody"===s?t._createTrPlaceholder(t.currentItem.find("tr").eq(0),e("<tr>",t.document[0]).appendTo(n)):"tr"===s?t._createTrPlaceholder(t.currentItem,n):"img"===s&&n.attr("src",t.currentItem.attr("src")),i||n.css("visibility","hidden"),n},update:function(e,n){(!i||s.forcePlaceholderSize)&&(n.height()||n.height(t.currentItem.innerHeight()-parseInt(t.currentItem.css("paddingTop")||0,10)-parseInt(t.currentItem.css("paddingBottom")||0,10)),n.width()||n.width(t.currentItem.innerWidth()-parseInt(t.currentItem.css("paddingLeft")||0,10)-parseInt(t.currentItem.css("paddingRight")||0,10)))}}),t.placeholder=e(s.placeholder.element.call(t.element,t.currentItem)),t.currentItem.after(t.placeholder),s.placeholder.update(t,t.placeholder)},_createTrPlaceholder:function(t,i){var s=this;t.children().each(function(){e("<td> </td>",s.document[0]).attr("colspan",e(this).attr("colspan")||1).appendTo(i)})},_contactContainers:function(t){var i,s,n,a,o,r,h,l,u,d,c=null,p=null;for(i=this.containers.length-1;i>=0;i--)if(!e.contains(this.currentItem[0],this.containers[i].element[0]))if(this._intersectsWith(this.containers[i].containerCache)){if(c&&e.contains(this.containers[i].element[0],c.element[0]))continue;c=this.containers[i],p=i}else this.containers[i].containerCache.over&&(this.containers[i]._trigger("out",t,this._uiHash(this)),this.containers[i].containerCache.over=0);if(c)if(1===this.containers.length)this.containers[p].containerCache.over||(this.containers[p]._trigger("over",t,this._uiHash(this)),this.containers[p].containerCache.over=1);else{for(n=1e4,a=null,u=c.floating||this._isFloating(this.currentItem),o=u?"left":"top",r=u?"width":"height",d=u?"clientX":"clientY",s=this.items.length-1;s>=0;s--)e.contains(this.containers[p].element[0],this.items[s].item[0])&&this.items[s].item[0]!==this.currentItem[0]&&(h=this.items[s].item.offset()[o],l=!1,t[d]-h>this.items[s][r]/2&&(l=!0),n>Math.abs(t[d]-h)&&(n=Math.abs(t[d]-h),a=this.items[s],this.direction=l?"up":"down"));if(!a&&!this.options.dropOnEmpty)return;if(this.currentContainer===this.containers[p])return this.currentContainer.containerCache.over||(this.containers[p]._trigger("over",t,this._uiHash()),this.currentContainer.containerCache.over=1),void 0;a?this._rearrange(t,a,null,!0):this._rearrange(t,null,this.containers[p].element,!0),this._trigger("change",t,this._uiHash()),this.containers[p]._trigger("change",t,this._uiHash(this)),this.currentContainer=this.containers[p],this.options.placeholder.update(this.currentContainer,this.placeholder),this.containers[p]._trigger("over",t,this._uiHash(this)),this.containers[p].containerCache.over=1}},_createHelper:function(t){var i=this.options,s=e.isFunction(i.helper)?e(i.helper.apply(this.element[0],[t,this.currentItem])):"clone"===i.helper?this.currentItem.clone():this.currentItem;return s.parents("body").length||e("parent"!==i.appendTo?i.appendTo:this.currentItem[0].parentNode)[0].appendChild(s[0]),s[0]===this.currentItem[0]&&(this._storedCSS={width:this.currentItem[0].style.width,height:this.currentItem[0].style.height,position:this.currentItem.css("position"),top:this.currentItem.css("top"),left:this.currentItem.css("left")}),(!s[0].style.width||i.forceHelperSize)&&s.width(this.currentItem.width()),(!s[0].style.height||i.forceHelperSize)&&s.height(this.currentItem.height()),s},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),e.isArray(t)&&(t={left:+t[0],top:+t[1]||0}),"left"in t&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_getParentOffset:function(){this.offsetParent=this.helper.offsetParent();var t=this.offsetParent.offset();return"absolute"===this.cssPosition&&this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),(this.offsetParent[0]===this.document[0].body||this.offsetParent[0].tagName&&"html"===this.offsetParent[0].tagName.toLowerCase()&&e.ui.ie)&&(t={top:0,left:0}),{top:t.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"===this.cssPosition){var e=this.currentItem.position();return{top:e.top-(parseInt(this.helper.css("top"),10)||0)+this.scrollParent.scrollTop(),left:e.left-(parseInt(this.helper.css("left"),10)||0)+this.scrollParent.scrollLeft()}}return{top:0,left:0}},_cacheMargins:function(){this.margins={left:parseInt(this.currentItem.css("marginLeft"),10)||0,top:parseInt(this.currentItem.css("marginTop"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,i,s,n=this.options;"parent"===n.containment&&(n.containment=this.helper[0].parentNode),("document"===n.containment||"window"===n.containment)&&(this.containment=[0-this.offset.relative.left-this.offset.parent.left,0-this.offset.relative.top-this.offset.parent.top,"document"===n.containment?this.document.width():this.window.width()-this.helperProportions.width-this.margins.left,("document"===n.containment?this.document.width():this.window.height()||this.document[0].body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]),/^(document|window|parent)$/.test(n.containment)||(t=e(n.containment)[0],i=e(n.containment).offset(),s="hidden"!==e(t).css("overflow"),this.containment=[i.left+(parseInt(e(t).css("borderLeftWidth"),10)||0)+(parseInt(e(t).css("paddingLeft"),10)||0)-this.margins.left,i.top+(parseInt(e(t).css("borderTopWidth"),10)||0)+(parseInt(e(t).css("paddingTop"),10)||0)-this.margins.top,i.left+(s?Math.max(t.scrollWidth,t.offsetWidth):t.offsetWidth)-(parseInt(e(t).css("borderLeftWidth"),10)||0)-(parseInt(e(t).css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left,i.top+(s?Math.max(t.scrollHeight,t.offsetHeight):t.offsetHeight)-(parseInt(e(t).css("borderTopWidth"),10)||0)-(parseInt(e(t).css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top])},_convertPositionTo:function(t,i){i||(i=this.position);var s="absolute"===t?1:-1,n="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,a=/(html|body)/i.test(n[0].tagName);return{top:i.top+this.offset.relative.top*s+this.offset.parent.top*s-("fixed"===this.cssPosition?-this.scrollParent.scrollTop():a?0:n.scrollTop())*s,left:i.left+this.offset.relative.left*s+this.offset.parent.left*s-("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():a?0:n.scrollLeft())*s}},_generatePosition:function(t){var i,s,n=this.options,a=t.pageX,o=t.pageY,r="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,h=/(html|body)/i.test(r[0].tagName);return"relative"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&this.scrollParent[0]!==this.offsetParent[0]||(this.offset.relative=this._getRelativeOffset()),this.originalPosition&&(this.containment&&(t.pageX-this.offset.click.left<this.containment[0]&&(a=this.containment[0]+this.offset.click.left),t.pageY-this.offset.click.top<this.containment[1]&&(o=this.containment[1]+this.offset.click.top),t.pageX-this.offset.click.left>this.containment[2]&&(a=this.containment[2]+this.offset.click.left),t.pageY-this.offset.click.top>this.containment[3]&&(o=this.containment[3]+this.offset.click.top)),n.grid&&(i=this.originalPageY+Math.round((o-this.originalPageY)/n.grid[1])*n.grid[1],o=this.containment?i-this.offset.click.top>=this.containment[1]&&i-this.offset.click.top<=this.containment[3]?i:i-this.offset.click.top>=this.containment[1]?i-n.grid[1]:i+n.grid[1]:i,s=this.originalPageX+Math.round((a-this.originalPageX)/n.grid[0])*n.grid[0],a=this.containment?s-this.offset.click.left>=this.containment[0]&&s-this.offset.click.left<=this.containment[2]?s:s-this.offset.click.left>=this.containment[0]?s-n.grid[0]:s+n.grid[0]:s)),{top:o-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.scrollParent.scrollTop():h?0:r.scrollTop()),left:a-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():h?0:r.scrollLeft())}},_rearrange:function(e,t,i,s){i?i[0].appendChild(this.placeholder[0]):t.item[0].parentNode.insertBefore(this.placeholder[0],"down"===this.direction?t.item[0]:t.item[0].nextSibling),this.counter=this.counter?++this.counter:1;var n=this.counter;this._delay(function(){n===this.counter&&this.refreshPositions(!s)})},_clear:function(e,t){function i(e,t,i){return function(s){i._trigger(e,s,t._uiHash(t))}}this.reverting=!1;var s,n=[];if(!this._noFinalSort&&this.currentItem.parent().length&&this.placeholder.before(this.currentItem),this._noFinalSort=null,this.helper[0]===this.currentItem[0]){for(s in this._storedCSS)("auto"===this._storedCSS[s]||"static"===this._storedCSS[s])&&(this._storedCSS[s]="");this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper")}else this.currentItem.show();for(this.fromOutside&&!t&&n.push(function(e){this._trigger("receive",e,this._uiHash(this.fromOutside))}),!this.fromOutside&&this.domPosition.prev===this.currentItem.prev().not(".ui-sortable-helper")[0]&&this.domPosition.parent===this.currentItem.parent()[0]||t||n.push(function(e){this._trigger("update",e,this._uiHash())}),this!==this.currentContainer&&(t||(n.push(function(e){this._trigger("remove",e,this._uiHash())}),n.push(function(e){return function(t){e._trigger("receive",t,this._uiHash(this))}}.call(this,this.currentContainer)),n.push(function(e){return function(t){e._trigger("update",t,this._uiHash(this))}}.call(this,this.currentContainer)))),s=this.containers.length-1;s>=0;s--)t||n.push(i("deactivate",this,this.containers[s])),this.containers[s].containerCache.over&&(n.push(i("out",this,this.containers[s])),this.containers[s].containerCache.over=0);if(this.storedCursor&&(this.document.find("body").css("cursor",this.storedCursor),this.storedStylesheet.remove()),this._storedOpacity&&this.helper.css("opacity",this._storedOpacity),this._storedZIndex&&this.helper.css("zIndex","auto"===this._storedZIndex?"":this._storedZIndex),this.dragging=!1,t||this._trigger("beforeStop",e,this._uiHash()),this.placeholder[0].parentNode.removeChild(this.placeholder[0]),this.cancelHelperRemoval||(this.helper[0]!==this.currentItem[0]&&this.helper.remove(),this.helper=null),!t){for(s=0;n.length>s;s++)n[s].call(this,e);this._trigger("stop",e,this._uiHash())}return this.fromOutside=!1,!this.cancelHelperRemoval},_trigger:function(){e.Widget.prototype._trigger.apply(this,arguments)===!1&&this.cancel()},_uiHash:function(t){var i=t||this;return{helper:i.helper,placeholder:i.placeholder||e([]),position:i.position,originalPosition:i.originalPosition,offset:i.positionAbs,item:i.currentItem,sender:t?t.element:null}}}),e.widget("ui.accordion",{version:"1.11.4",options:{active:0,animate:{},collapsible:!1,event:"click",header:"> li > :first-child,> :not(li):even",heightStyle:"auto",icons:{activeHeader:"ui-icon-triangle-1-s",header:"ui-icon-triangle-1-e"},activate:null,beforeActivate:null},hideProps:{borderTopWidth:"hide",borderBottomWidth:"hide",paddingTop:"hide",paddingBottom:"hide",height:"hide"},showProps:{borderTopWidth:"show",borderBottomWidth:"show",paddingTop:"show",paddingBottom:"show",height:"show"},_create:function(){var t=this.options;this.prevShow=this.prevHide=e(),this.element.addClass("ui-accordion ui-widget ui-helper-reset").attr("role","tablist"),t.collapsible||t.active!==!1&&null!=t.active||(t.active=0),this._processPanels(),0>t.active&&(t.active+=this.headers.length),this._refresh()},_getCreateEventData:function(){return{header:this.active,panel:this.active.length?this.active.next():e()}},_createIcons:function(){var t=this.options.icons;t&&(e("<span>").addClass("ui-accordion-header-icon ui-icon "+t.header).prependTo(this.headers),this.active.children(".ui-accordion-header-icon").removeClass(t.header).addClass(t.activeHeader),this.headers.addClass("ui-accordion-icons"))},_destroyIcons:function(){this.headers.removeClass("ui-accordion-icons").children(".ui-accordion-header-icon").remove()},_destroy:function(){var e;this.element.removeClass("ui-accordion ui-widget ui-helper-reset").removeAttr("role"),this.headers.removeClass("ui-accordion-header ui-accordion-header-active ui-state-default ui-corner-all ui-state-active ui-state-disabled ui-corner-top").removeAttr("role").removeAttr("aria-expanded").removeAttr("aria-selected").removeAttr("aria-controls").removeAttr("tabIndex").removeUniqueId(),this._destroyIcons(),e=this.headers.next().removeClass("ui-helper-reset ui-widget-content ui-corner-bottom ui-accordion-content ui-accordion-content-active ui-state-disabled").css("display","").removeAttr("role").removeAttr("aria-hidden").removeAttr("aria-labelledby").removeUniqueId(),"content"!==this.options.heightStyle&&e.css("height","")},_setOption:function(e,t){return"active"===e?(this._activate(t),void 0):("event"===e&&(this.options.event&&this._off(this.headers,this.options.event),this._setupEvents(t)),this._super(e,t),"collapsible"!==e||t||this.options.active!==!1||this._activate(0),"icons"===e&&(this._destroyIcons(),t&&this._createIcons()),"disabled"===e&&(this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this.headers.add(this.headers.next()).toggleClass("ui-state-disabled",!!t)),void 0)},_keydown:function(t){if(!t.altKey&&!t.ctrlKey){var i=e.ui.keyCode,s=this.headers.length,n=this.headers.index(t.target),a=!1;switch(t.keyCode){case i.RIGHT:case i.DOWN:a=this.headers[(n+1)%s];break;case i.LEFT:case i.UP:a=this.headers[(n-1+s)%s];break;case i.SPACE:case i.ENTER:this._eventHandler(t);break;case i.HOME:a=this.headers[0];break;case i.END:a=this.headers[s-1]}a&&(e(t.target).attr("tabIndex",-1),e(a).attr("tabIndex",0),a.focus(),t.preventDefault())}},_panelKeyDown:function(t){t.keyCode===e.ui.keyCode.UP&&t.ctrlKey&&e(t.currentTarget).prev().focus()},refresh:function(){var t=this.options;this._processPanels(),t.active===!1&&t.collapsible===!0||!this.headers.length?(t.active=!1,this.active=e()):t.active===!1?this._activate(0):this.active.length&&!e.contains(this.element[0],this.active[0])?this.headers.length===this.headers.find(".ui-state-disabled").length?(t.active=!1,this.active=e()):this._activate(Math.max(0,t.active-1)):t.active=this.headers.index(this.active),this._destroyIcons(),this._refresh()},_processPanels:function(){var e=this.headers,t=this.panels;this.headers=this.element.find(this.options.header).addClass("ui-accordion-header ui-state-default ui-corner-all"),this.panels=this.headers.next().addClass("ui-accordion-content ui-helper-reset ui-widget-content ui-corner-bottom").filter(":not(.ui-accordion-content-active)").hide(),t&&(this._off(e.not(this.headers)),this._off(t.not(this.panels)))},_refresh:function(){var t,i=this.options,s=i.heightStyle,n=this.element.parent();this.active=this._findActive(i.active).addClass("ui-accordion-header-active ui-state-active ui-corner-top").removeClass("ui-corner-all"),this.active.next().addClass("ui-accordion-content-active").show(),this.headers.attr("role","tab").each(function(){var t=e(this),i=t.uniqueId().attr("id"),s=t.next(),n=s.uniqueId().attr("id");t.attr("aria-controls",n),s.attr("aria-labelledby",i)}).next().attr("role","tabpanel"),this.headers.not(this.active).attr({"aria-selected":"false","aria-expanded":"false",tabIndex:-1}).next().attr({"aria-hidden":"true"}).hide(),this.active.length?this.active.attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0}).next().attr({"aria-hidden":"false"}):this.headers.eq(0).attr("tabIndex",0),this._createIcons(),this._setupEvents(i.event),"fill"===s?(t=n.height(),this.element.siblings(":visible").each(function(){var i=e(this),s=i.css("position");"absolute"!==s&&"fixed"!==s&&(t-=i.outerHeight(!0))}),this.headers.each(function(){t-=e(this).outerHeight(!0)}),this.headers.next().each(function(){e(this).height(Math.max(0,t-e(this).innerHeight()+e(this).height()))}).css("overflow","auto")):"auto"===s&&(t=0,this.headers.next().each(function(){t=Math.max(t,e(this).css("height","").height())}).height(t))},_activate:function(t){var i=this._findActive(t)[0];i!==this.active[0]&&(i=i||this.active[0],this._eventHandler({target:i,currentTarget:i,preventDefault:e.noop}))},_findActive:function(t){return"number"==typeof t?this.headers.eq(t):e()},_setupEvents:function(t){var i={keydown:"_keydown"};t&&e.each(t.split(" "),function(e,t){i[t]="_eventHandler"}),this._off(this.headers.add(this.headers.next())),this._on(this.headers,i),this._on(this.headers.next(),{keydown:"_panelKeyDown"}),this._hoverable(this.headers),this._focusable(this.headers)},_eventHandler:function(t){var i=this.options,s=this.active,n=e(t.currentTarget),a=n[0]===s[0],o=a&&i.collapsible,r=o?e():n.next(),h=s.next(),l={oldHeader:s,oldPanel:h,newHeader:o?e():n,newPanel:r};
t.preventDefault(),a&&!i.collapsible||this._trigger("beforeActivate",t,l)===!1||(i.active=o?!1:this.headers.index(n),this.active=a?e():n,this._toggle(l),s.removeClass("ui-accordion-header-active ui-state-active"),i.icons&&s.children(".ui-accordion-header-icon").removeClass(i.icons.activeHeader).addClass(i.icons.header),a||(n.removeClass("ui-corner-all").addClass("ui-accordion-header-active ui-state-active ui-corner-top"),i.icons&&n.children(".ui-accordion-header-icon").removeClass(i.icons.header).addClass(i.icons.activeHeader),n.next().addClass("ui-accordion-content-active")))},_toggle:function(t){var i=t.newPanel,s=this.prevShow.length?this.prevShow:t.oldPanel;this.prevShow.add(this.prevHide).stop(!0,!0),this.prevShow=i,this.prevHide=s,this.options.animate?this._animate(i,s,t):(s.hide(),i.show(),this._toggleComplete(t)),s.attr({"aria-hidden":"true"}),s.prev().attr({"aria-selected":"false","aria-expanded":"false"}),i.length&&s.length?s.prev().attr({tabIndex:-1,"aria-expanded":"false"}):i.length&&this.headers.filter(function(){return 0===parseInt(e(this).attr("tabIndex"),10)}).attr("tabIndex",-1),i.attr("aria-hidden","false").prev().attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0})},_animate:function(e,t,i){var s,n,a,o=this,r=0,h=e.css("box-sizing"),l=e.length&&(!t.length||e.index()<t.index()),u=this.options.animate||{},d=l&&u.down||u,c=function(){o._toggleComplete(i)};return"number"==typeof d&&(a=d),"string"==typeof d&&(n=d),n=n||d.easing||u.easing,a=a||d.duration||u.duration,t.length?e.length?(s=e.show().outerHeight(),t.animate(this.hideProps,{duration:a,easing:n,step:function(e,t){t.now=Math.round(e)}}),e.hide().animate(this.showProps,{duration:a,easing:n,complete:c,step:function(e,i){i.now=Math.round(e),"height"!==i.prop?"content-box"===h&&(r+=i.now):"content"!==o.options.heightStyle&&(i.now=Math.round(s-t.outerHeight()-r),r=0)}}),void 0):t.animate(this.hideProps,a,n,c):e.animate(this.showProps,a,n,c)},_toggleComplete:function(e){var t=e.oldPanel;t.removeClass("ui-accordion-content-active").prev().removeClass("ui-corner-top").addClass("ui-corner-all"),t.length&&(t.parent()[0].className=t.parent()[0].className),this._trigger("activate",null,e)}}),e.widget("ui.menu",{version:"1.11.4",defaultElement:"<ul>",delay:300,options:{icons:{submenu:"ui-icon-carat-1-e"},items:"> *",menus:"ul",position:{my:"left-1 top",at:"right top"},role:"menu",blur:null,focus:null,select:null},_create:function(){this.activeMenu=this.element,this.mouseHandled=!1,this.element.uniqueId().addClass("ui-menu ui-widget ui-widget-content").toggleClass("ui-menu-icons",!!this.element.find(".ui-icon").length).attr({role:this.options.role,tabIndex:0}),this.options.disabled&&this.element.addClass("ui-state-disabled").attr("aria-disabled","true"),this._on({"mousedown .ui-menu-item":function(e){e.preventDefault()},"click .ui-menu-item":function(t){var i=e(t.target);!this.mouseHandled&&i.not(".ui-state-disabled").length&&(this.select(t),t.isPropagationStopped()||(this.mouseHandled=!0),i.has(".ui-menu").length?this.expand(t):!this.element.is(":focus")&&e(this.document[0].activeElement).closest(".ui-menu").length&&(this.element.trigger("focus",[!0]),this.active&&1===this.active.parents(".ui-menu").length&&clearTimeout(this.timer)))},"mouseenter .ui-menu-item":function(t){if(!this.previousFilter){var i=e(t.currentTarget);i.siblings(".ui-state-active").removeClass("ui-state-active"),this.focus(t,i)}},mouseleave:"collapseAll","mouseleave .ui-menu":"collapseAll",focus:function(e,t){var i=this.active||this.element.find(this.options.items).eq(0);t||this.focus(e,i)},blur:function(t){this._delay(function(){e.contains(this.element[0],this.document[0].activeElement)||this.collapseAll(t)})},keydown:"_keydown"}),this.refresh(),this._on(this.document,{click:function(e){this._closeOnDocumentClick(e)&&this.collapseAll(e),this.mouseHandled=!1}})},_destroy:function(){this.element.removeAttr("aria-activedescendant").find(".ui-menu").addBack().removeClass("ui-menu ui-widget ui-widget-content ui-menu-icons ui-front").removeAttr("role").removeAttr("tabIndex").removeAttr("aria-labelledby").removeAttr("aria-expanded").removeAttr("aria-hidden").removeAttr("aria-disabled").removeUniqueId().show(),this.element.find(".ui-menu-item").removeClass("ui-menu-item").removeAttr("role").removeAttr("aria-disabled").removeUniqueId().removeClass("ui-state-hover").removeAttr("tabIndex").removeAttr("role").removeAttr("aria-haspopup").children().each(function(){var t=e(this);t.data("ui-menu-submenu-carat")&&t.remove()}),this.element.find(".ui-menu-divider").removeClass("ui-menu-divider ui-widget-content")},_keydown:function(t){var i,s,n,a,o=!0;switch(t.keyCode){case e.ui.keyCode.PAGE_UP:this.previousPage(t);break;case e.ui.keyCode.PAGE_DOWN:this.nextPage(t);break;case e.ui.keyCode.HOME:this._move("first","first",t);break;case e.ui.keyCode.END:this._move("last","last",t);break;case e.ui.keyCode.UP:this.previous(t);break;case e.ui.keyCode.DOWN:this.next(t);break;case e.ui.keyCode.LEFT:this.collapse(t);break;case e.ui.keyCode.RIGHT:this.active&&!this.active.is(".ui-state-disabled")&&this.expand(t);break;case e.ui.keyCode.ENTER:case e.ui.keyCode.SPACE:this._activate(t);break;case e.ui.keyCode.ESCAPE:this.collapse(t);break;default:o=!1,s=this.previousFilter||"",n=String.fromCharCode(t.keyCode),a=!1,clearTimeout(this.filterTimer),n===s?a=!0:n=s+n,i=this._filterMenuItems(n),i=a&&-1!==i.index(this.active.next())?this.active.nextAll(".ui-menu-item"):i,i.length||(n=String.fromCharCode(t.keyCode),i=this._filterMenuItems(n)),i.length?(this.focus(t,i),this.previousFilter=n,this.filterTimer=this._delay(function(){delete this.previousFilter},1e3)):delete this.previousFilter}o&&t.preventDefault()},_activate:function(e){this.active.is(".ui-state-disabled")||(this.active.is("[aria-haspopup='true']")?this.expand(e):this.select(e))},refresh:function(){var t,i,s=this,n=this.options.icons.submenu,a=this.element.find(this.options.menus);this.element.toggleClass("ui-menu-icons",!!this.element.find(".ui-icon").length),a.filter(":not(.ui-menu)").addClass("ui-menu ui-widget ui-widget-content ui-front").hide().attr({role:this.options.role,"aria-hidden":"true","aria-expanded":"false"}).each(function(){var t=e(this),i=t.parent(),s=e("<span>").addClass("ui-menu-icon ui-icon "+n).data("ui-menu-submenu-carat",!0);i.attr("aria-haspopup","true").prepend(s),t.attr("aria-labelledby",i.attr("id"))}),t=a.add(this.element),i=t.find(this.options.items),i.not(".ui-menu-item").each(function(){var t=e(this);s._isDivider(t)&&t.addClass("ui-widget-content ui-menu-divider")}),i.not(".ui-menu-item, .ui-menu-divider").addClass("ui-menu-item").uniqueId().attr({tabIndex:-1,role:this._itemRole()}),i.filter(".ui-state-disabled").attr("aria-disabled","true"),this.active&&!e.contains(this.element[0],this.active[0])&&this.blur()},_itemRole:function(){return{menu:"menuitem",listbox:"option"}[this.options.role]},_setOption:function(e,t){"icons"===e&&this.element.find(".ui-menu-icon").removeClass(this.options.icons.submenu).addClass(t.submenu),"disabled"===e&&this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this._super(e,t)},focus:function(e,t){var i,s;this.blur(e,e&&"focus"===e.type),this._scrollIntoView(t),this.active=t.first(),s=this.active.addClass("ui-state-focus").removeClass("ui-state-active"),this.options.role&&this.element.attr("aria-activedescendant",s.attr("id")),this.active.parent().closest(".ui-menu-item").addClass("ui-state-active"),e&&"keydown"===e.type?this._close():this.timer=this._delay(function(){this._close()},this.delay),i=t.children(".ui-menu"),i.length&&e&&/^mouse/.test(e.type)&&this._startOpening(i),this.activeMenu=t.parent(),this._trigger("focus",e,{item:t})},_scrollIntoView:function(t){var i,s,n,a,o,r;this._hasScroll()&&(i=parseFloat(e.css(this.activeMenu[0],"borderTopWidth"))||0,s=parseFloat(e.css(this.activeMenu[0],"paddingTop"))||0,n=t.offset().top-this.activeMenu.offset().top-i-s,a=this.activeMenu.scrollTop(),o=this.activeMenu.height(),r=t.outerHeight(),0>n?this.activeMenu.scrollTop(a+n):n+r>o&&this.activeMenu.scrollTop(a+n-o+r))},blur:function(e,t){t||clearTimeout(this.timer),this.active&&(this.active.removeClass("ui-state-focus"),this.active=null,this._trigger("blur",e,{item:this.active}))},_startOpening:function(e){clearTimeout(this.timer),"true"===e.attr("aria-hidden")&&(this.timer=this._delay(function(){this._close(),this._open(e)},this.delay))},_open:function(t){var i=e.extend({of:this.active},this.options.position);clearTimeout(this.timer),this.element.find(".ui-menu").not(t.parents(".ui-menu")).hide().attr("aria-hidden","true"),t.show().removeAttr("aria-hidden").attr("aria-expanded","true").position(i)},collapseAll:function(t,i){clearTimeout(this.timer),this.timer=this._delay(function(){var s=i?this.element:e(t&&t.target).closest(this.element.find(".ui-menu"));s.length||(s=this.element),this._close(s),this.blur(t),this.activeMenu=s},this.delay)},_close:function(e){e||(e=this.active?this.active.parent():this.element),e.find(".ui-menu").hide().attr("aria-hidden","true").attr("aria-expanded","false").end().find(".ui-state-active").not(".ui-state-focus").removeClass("ui-state-active")},_closeOnDocumentClick:function(t){return!e(t.target).closest(".ui-menu").length},_isDivider:function(e){return!/[^\-\u2014\u2013\s]/.test(e.text())},collapse:function(e){var t=this.active&&this.active.parent().closest(".ui-menu-item",this.element);t&&t.length&&(this._close(),this.focus(e,t))},expand:function(e){var t=this.active&&this.active.children(".ui-menu ").find(this.options.items).first();t&&t.length&&(this._open(t.parent()),this._delay(function(){this.focus(e,t)}))},next:function(e){this._move("next","first",e)},previous:function(e){this._move("prev","last",e)},isFirstItem:function(){return this.active&&!this.active.prevAll(".ui-menu-item").length},isLastItem:function(){return this.active&&!this.active.nextAll(".ui-menu-item").length},_move:function(e,t,i){var s;this.active&&(s="first"===e||"last"===e?this.active["first"===e?"prevAll":"nextAll"](".ui-menu-item").eq(-1):this.active[e+"All"](".ui-menu-item").eq(0)),s&&s.length&&this.active||(s=this.activeMenu.find(this.options.items)[t]()),this.focus(i,s)},nextPage:function(t){var i,s,n;return this.active?(this.isLastItem()||(this._hasScroll()?(s=this.active.offset().top,n=this.element.height(),this.active.nextAll(".ui-menu-item").each(function(){return i=e(this),0>i.offset().top-s-n}),this.focus(t,i)):this.focus(t,this.activeMenu.find(this.options.items)[this.active?"last":"first"]())),void 0):(this.next(t),void 0)},previousPage:function(t){var i,s,n;return this.active?(this.isFirstItem()||(this._hasScroll()?(s=this.active.offset().top,n=this.element.height(),this.active.prevAll(".ui-menu-item").each(function(){return i=e(this),i.offset().top-s+n>0}),this.focus(t,i)):this.focus(t,this.activeMenu.find(this.options.items).first())),void 0):(this.next(t),void 0)},_hasScroll:function(){return this.element.outerHeight()<this.element.prop("scrollHeight")},select:function(t){this.active=this.active||e(t.target).closest(".ui-menu-item");var i={item:this.active};this.active.has(".ui-menu").length||this.collapseAll(t,!0),this._trigger("select",t,i)},_filterMenuItems:function(t){var i=t.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&"),s=RegExp("^"+i,"i");return this.activeMenu.find(this.options.items).filter(".ui-menu-item").filter(function(){return s.test(e.trim(e(this).text()))})}}),e.widget("ui.autocomplete",{version:"1.11.4",defaultElement:"<input>",options:{appendTo:null,autoFocus:!1,delay:300,minLength:1,position:{my:"left top",at:"left bottom",collision:"none"},source:null,change:null,close:null,focus:null,open:null,response:null,search:null,select:null},requestIndex:0,pending:0,_create:function(){var t,i,s,n=this.element[0].nodeName.toLowerCase(),a="textarea"===n,o="input"===n;this.isMultiLine=a?!0:o?!1:this.element.prop("isContentEditable"),this.valueMethod=this.element[a||o?"val":"text"],this.isNewMenu=!0,this.element.addClass("ui-autocomplete-input").attr("autocomplete","off"),this._on(this.element,{keydown:function(n){if(this.element.prop("readOnly"))return t=!0,s=!0,i=!0,void 0;t=!1,s=!1,i=!1;var a=e.ui.keyCode;switch(n.keyCode){case a.PAGE_UP:t=!0,this._move("previousPage",n);break;case a.PAGE_DOWN:t=!0,this._move("nextPage",n);break;case a.UP:t=!0,this._keyEvent("previous",n);break;case a.DOWN:t=!0,this._keyEvent("next",n);break;case a.ENTER:this.menu.active&&(t=!0,n.preventDefault(),this.menu.select(n));break;case a.TAB:this.menu.active&&this.menu.select(n);break;case a.ESCAPE:this.menu.element.is(":visible")&&(this.isMultiLine||this._value(this.term),this.close(n),n.preventDefault());break;default:i=!0,this._searchTimeout(n)}},keypress:function(s){if(t)return t=!1,(!this.isMultiLine||this.menu.element.is(":visible"))&&s.preventDefault(),void 0;if(!i){var n=e.ui.keyCode;switch(s.keyCode){case n.PAGE_UP:this._move("previousPage",s);break;case n.PAGE_DOWN:this._move("nextPage",s);break;case n.UP:this._keyEvent("previous",s);break;case n.DOWN:this._keyEvent("next",s)}}},input:function(e){return s?(s=!1,e.preventDefault(),void 0):(this._searchTimeout(e),void 0)},focus:function(){this.selectedItem=null,this.previous=this._value()},blur:function(e){return this.cancelBlur?(delete this.cancelBlur,void 0):(clearTimeout(this.searching),this.close(e),this._change(e),void 0)}}),this._initSource(),this.menu=e("<ul>").addClass("ui-autocomplete ui-front").appendTo(this._appendTo()).menu({role:null}).hide().menu("instance"),this._on(this.menu.element,{mousedown:function(t){t.preventDefault(),this.cancelBlur=!0,this._delay(function(){delete this.cancelBlur});var i=this.menu.element[0];e(t.target).closest(".ui-menu-item").length||this._delay(function(){var t=this;this.document.one("mousedown",function(s){s.target===t.element[0]||s.target===i||e.contains(i,s.target)||t.close()})})},menufocus:function(t,i){var s,n;return this.isNewMenu&&(this.isNewMenu=!1,t.originalEvent&&/^mouse/.test(t.originalEvent.type))?(this.menu.blur(),this.document.one("mousemove",function(){e(t.target).trigger(t.originalEvent)}),void 0):(n=i.item.data("ui-autocomplete-item"),!1!==this._trigger("focus",t,{item:n})&&t.originalEvent&&/^key/.test(t.originalEvent.type)&&this._value(n.value),s=i.item.attr("aria-label")||n.value,s&&e.trim(s).length&&(this.liveRegion.children().hide(),e("<div>").text(s).appendTo(this.liveRegion)),void 0)},menuselect:function(e,t){var i=t.item.data("ui-autocomplete-item"),s=this.previous;this.element[0]!==this.document[0].activeElement&&(this.element.focus(),this.previous=s,this._delay(function(){this.previous=s,this.selectedItem=i})),!1!==this._trigger("select",e,{item:i})&&this._value(i.value),this.term=this._value(),this.close(e),this.selectedItem=i}}),this.liveRegion=e("<span>",{role:"status","aria-live":"assertive","aria-relevant":"additions"}).addClass("ui-helper-hidden-accessible").appendTo(this.document[0].body),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_destroy:function(){clearTimeout(this.searching),this.element.removeClass("ui-autocomplete-input").removeAttr("autocomplete"),this.menu.element.remove(),this.liveRegion.remove()},_setOption:function(e,t){this._super(e,t),"source"===e&&this._initSource(),"appendTo"===e&&this.menu.element.appendTo(this._appendTo()),"disabled"===e&&t&&this.xhr&&this.xhr.abort()},_appendTo:function(){var t=this.options.appendTo;return t&&(t=t.jquery||t.nodeType?e(t):this.document.find(t).eq(0)),t&&t[0]||(t=this.element.closest(".ui-front")),t.length||(t=this.document[0].body),t},_initSource:function(){var t,i,s=this;e.isArray(this.options.source)?(t=this.options.source,this.source=function(i,s){s(e.ui.autocomplete.filter(t,i.term))}):"string"==typeof this.options.source?(i=this.options.source,this.source=function(t,n){s.xhr&&s.xhr.abort(),s.xhr=e.ajax({url:i,data:t,dataType:"json",success:function(e){n(e)},error:function(){n([])}})}):this.source=this.options.source},_searchTimeout:function(e){clearTimeout(this.searching),this.searching=this._delay(function(){var t=this.term===this._value(),i=this.menu.element.is(":visible"),s=e.altKey||e.ctrlKey||e.metaKey||e.shiftKey;(!t||t&&!i&&!s)&&(this.selectedItem=null,this.search(null,e))},this.options.delay)},search:function(e,t){return e=null!=e?e:this._value(),this.term=this._value(),e.length<this.options.minLength?this.close(t):this._trigger("search",t)!==!1?this._search(e):void 0},_search:function(e){this.pending++,this.element.addClass("ui-autocomplete-loading"),this.cancelSearch=!1,this.source({term:e},this._response())},_response:function(){var t=++this.requestIndex;return e.proxy(function(e){t===this.requestIndex&&this.__response(e),this.pending--,this.pending||this.element.removeClass("ui-autocomplete-loading")},this)},__response:function(e){e&&(e=this._normalize(e)),this._trigger("response",null,{content:e}),!this.options.disabled&&e&&e.length&&!this.cancelSearch?(this._suggest(e),this._trigger("open")):this._close()},close:function(e){this.cancelSearch=!0,this._close(e)},_close:function(e){this.menu.element.is(":visible")&&(this.menu.element.hide(),this.menu.blur(),this.isNewMenu=!0,this._trigger("close",e))},_change:function(e){this.previous!==this._value()&&this._trigger("change",e,{item:this.selectedItem})},_normalize:function(t){return t.length&&t[0].label&&t[0].value?t:e.map(t,function(t){return"string"==typeof t?{label:t,value:t}:e.extend({},t,{label:t.label||t.value,value:t.value||t.label})})},_suggest:function(t){var i=this.menu.element.empty();this._renderMenu(i,t),this.isNewMenu=!0,this.menu.refresh(),i.show(),this._resizeMenu(),i.position(e.extend({of:this.element},this.options.position)),this.options.autoFocus&&this.menu.next()},_resizeMenu:function(){var e=this.menu.element;e.outerWidth(Math.max(e.width("").outerWidth()+1,this.element.outerWidth()))},_renderMenu:function(t,i){var s=this;e.each(i,function(e,i){s._renderItemData(t,i)})},_renderItemData:function(e,t){return this._renderItem(e,t).data("ui-autocomplete-item",t)},_renderItem:function(t,i){return e("<li>").text(i.label).appendTo(t)},_move:function(e,t){return this.menu.element.is(":visible")?this.menu.isFirstItem()&&/^previous/.test(e)||this.menu.isLastItem()&&/^next/.test(e)?(this.isMultiLine||this._value(this.term),this.menu.blur(),void 0):(this.menu[e](t),void 0):(this.search(null,t),void 0)},widget:function(){return this.menu.element},_value:function(){return this.valueMethod.apply(this.element,arguments)},_keyEvent:function(e,t){(!this.isMultiLine||this.menu.element.is(":visible"))&&(this._move(e,t),t.preventDefault())}}),e.extend(e.ui.autocomplete,{escapeRegex:function(e){return e.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&")},filter:function(t,i){var s=RegExp(e.ui.autocomplete.escapeRegex(i),"i");return e.grep(t,function(e){return s.test(e.label||e.value||e)})}}),e.widget("ui.autocomplete",e.ui.autocomplete,{options:{messages:{noResults:"No search results.",results:function(e){return e+(e>1?" results are":" result is")+" available, use up and down arrow keys to navigate."}}},__response:function(t){var i;this._superApply(arguments),this.options.disabled||this.cancelSearch||(i=t&&t.length?this.options.messages.results(t.length):this.options.messages.noResults,this.liveRegion.children().hide(),e("<div>").text(i).appendTo(this.liveRegion))}}),e.ui.autocomplete;var r,h="ui-button ui-widget ui-state-default ui-corner-all",l="ui-button-icons-only ui-button-icon-only ui-button-text-icons ui-button-text-icon-primary ui-button-text-icon-secondary ui-button-text-only",u=function(){var t=e(this);setTimeout(function(){t.find(":ui-button").button("refresh")},1)},d=function(t){var i=t.name,s=t.form,n=e([]);return i&&(i=i.replace(/'/g,"\\'"),n=s?e(s).find("[name='"+i+"'][type=radio]"):e("[name='"+i+"'][type=radio]",t.ownerDocument).filter(function(){return!this.form})),n};e.widget("ui.button",{version:"1.11.4",defaultElement:"<button>",options:{disabled:null,text:!0,label:null,icons:{primary:null,secondary:null}},_create:function(){this.element.closest("form").unbind("reset"+this.eventNamespace).bind("reset"+this.eventNamespace,u),"boolean"!=typeof this.options.disabled?this.options.disabled=!!this.element.prop("disabled"):this.element.prop("disabled",this.options.disabled),this._determineButtonType(),this.hasTitle=!!this.buttonElement.attr("title");var t=this,i=this.options,s="checkbox"===this.type||"radio"===this.type,n=s?"":"ui-state-active";null===i.label&&(i.label="input"===this.type?this.buttonElement.val():this.buttonElement.html()),this._hoverable(this.buttonElement),this.buttonElement.addClass(h).attr("role","button").bind("mouseenter"+this.eventNamespace,function(){i.disabled||this===r&&e(this).addClass("ui-state-active")}).bind("mouseleave"+this.eventNamespace,function(){i.disabled||e(this).removeClass(n)}).bind("click"+this.eventNamespace,function(e){i.disabled&&(e.preventDefault(),e.stopImmediatePropagation())}),this._on({focus:function(){this.buttonElement.addClass("ui-state-focus")},blur:function(){this.buttonElement.removeClass("ui-state-focus")}}),s&&this.element.bind("change"+this.eventNamespace,function(){t.refresh()}),"checkbox"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){return i.disabled?!1:void 0}):"radio"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){if(i.disabled)return!1;e(this).addClass("ui-state-active"),t.buttonElement.attr("aria-pressed","true");var s=t.element[0];d(s).not(s).map(function(){return e(this).button("widget")[0]}).removeClass("ui-state-active").attr("aria-pressed","false")}):(this.buttonElement.bind("mousedown"+this.eventNamespace,function(){return i.disabled?!1:(e(this).addClass("ui-state-active"),r=this,t.document.one("mouseup",function(){r=null}),void 0)}).bind("mouseup"+this.eventNamespace,function(){return i.disabled?!1:(e(this).removeClass("ui-state-active"),void 0)}).bind("keydown"+this.eventNamespace,function(t){return i.disabled?!1:((t.keyCode===e.ui.keyCode.SPACE||t.keyCode===e.ui.keyCode.ENTER)&&e(this).addClass("ui-state-active"),void 0)}).bind("keyup"+this.eventNamespace+" blur"+this.eventNamespace,function(){e(this).removeClass("ui-state-active")}),this.buttonElement.is("a")&&this.buttonElement.keyup(function(t){t.keyCode===e.ui.keyCode.SPACE&&e(this).click()})),this._setOption("disabled",i.disabled),this._resetButton()},_determineButtonType:function(){var e,t,i;this.type=this.element.is("[type=checkbox]")?"checkbox":this.element.is("[type=radio]")?"radio":this.element.is("input")?"input":"button","checkbox"===this.type||"radio"===this.type?(e=this.element.parents().last(),t="label[for='"+this.element.attr("id")+"']",this.buttonElement=e.find(t),this.buttonElement.length||(e=e.length?e.siblings():this.element.siblings(),this.buttonElement=e.filter(t),this.buttonElement.length||(this.buttonElement=e.find(t))),this.element.addClass("ui-helper-hidden-accessible"),i=this.element.is(":checked"),i&&this.buttonElement.addClass("ui-state-active"),this.buttonElement.prop("aria-pressed",i)):this.buttonElement=this.element},widget:function(){return this.buttonElement},_destroy:function(){this.element.removeClass("ui-helper-hidden-accessible"),this.buttonElement.removeClass(h+" ui-state-active "+l).removeAttr("role").removeAttr("aria-pressed").html(this.buttonElement.find(".ui-button-text").html()),this.hasTitle||this.buttonElement.removeAttr("title")},_setOption:function(e,t){return this._super(e,t),"disabled"===e?(this.widget().toggleClass("ui-state-disabled",!!t),this.element.prop("disabled",!!t),t&&("checkbox"===this.type||"radio"===this.type?this.buttonElement.removeClass("ui-state-focus"):this.buttonElement.removeClass("ui-state-focus ui-state-active")),void 0):(this._resetButton(),void 0)},refresh:function(){var t=this.element.is("input, button")?this.element.is(":disabled"):this.element.hasClass("ui-button-disabled");t!==this.options.disabled&&this._setOption("disabled",t),"radio"===this.type?d(this.element[0]).each(function(){e(this).is(":checked")?e(this).button("widget").addClass("ui-state-active").attr("aria-pressed","true"):e(this).button("widget").removeClass("ui-state-active").attr("aria-pressed","false")}):"checkbox"===this.type&&(this.element.is(":checked")?this.buttonElement.addClass("ui-state-active").attr("aria-pressed","true"):this.buttonElement.removeClass("ui-state-active").attr("aria-pressed","false"))},_resetButton:function(){if("input"===this.type)return this.options.label&&this.element.val(this.options.label),void 0;var t=this.buttonElement.removeClass(l),i=e("<span></span>",this.document[0]).addClass("ui-button-text").html(this.options.label).appendTo(t.empty()).text(),s=this.options.icons,n=s.primary&&s.secondary,a=[];s.primary||s.secondary?(this.options.text&&a.push("ui-button-text-icon"+(n?"s":s.primary?"-primary":"-secondary")),s.primary&&t.prepend("<span class='ui-button-icon-primary ui-icon "+s.primary+"'></span>"),s.secondary&&t.append("<span class='ui-button-icon-secondary ui-icon "+s.secondary+"'></span>"),this.options.text||(a.push(n?"ui-button-icons-only":"ui-button-icon-only"),this.hasTitle||t.attr("title",e.trim(i)))):a.push("ui-button-text-only"),t.addClass(a.join(" "))}}),e.widget("ui.buttonset",{version:"1.11.4",options:{items:"button, input[type=button], input[type=submit], input[type=reset], input[type=checkbox], input[type=radio], a, :data(ui-button)"},_create:function(){this.element.addClass("ui-buttonset")},_init:function(){this.refresh()},_setOption:function(e,t){"disabled"===e&&this.buttons.button("option",e,t),this._super(e,t)},refresh:function(){var t="rtl"===this.element.css("direction"),i=this.element.find(this.options.items),s=i.filter(":ui-button");i.not(":ui-button").button(),s.button("refresh"),this.buttons=i.map(function(){return e(this).button("widget")[0]}).removeClass("ui-corner-all ui-corner-left ui-corner-right").filter(":first").addClass(t?"ui-corner-right":"ui-corner-left").end().filter(":last").addClass(t?"ui-corner-left":"ui-corner-right").end().end()},_destroy:function(){this.element.removeClass("ui-buttonset"),this.buttons.map(function(){return e(this).button("widget")[0]}).removeClass("ui-corner-left ui-corner-right").end().button("destroy")}}),e.ui.button,e.widget("ui.dialog",{version:"1.11.4",options:{appendTo:"body",autoOpen:!0,buttons:[],closeOnEscape:!0,closeText:"Close",dialogClass:"",draggable:!0,hide:null,height:"auto",maxHeight:null,maxWidth:null,minHeight:150,minWidth:150,modal:!1,position:{my:"center",at:"center",of:window,collision:"fit",using:function(t){var i=e(this).css(t).offset().top;0>i&&e(this).css("top",t.top-i)}},resizable:!0,show:null,title:null,width:300,beforeClose:null,close:null,drag:null,dragStart:null,dragStop:null,focus:null,open:null,resize:null,resizeStart:null,resizeStop:null},sizeRelatedOptions:{buttons:!0,height:!0,maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0,width:!0},resizableRelatedOptions:{maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0},_create:function(){this.originalCss={display:this.element[0].style.display,width:this.element[0].style.width,minHeight:this.element[0].style.minHeight,maxHeight:this.element[0].style.maxHeight,height:this.element[0].style.height},this.originalPosition={parent:this.element.parent(),index:this.element.parent().children().index(this.element)},this.originalTitle=this.element.attr("title"),this.options.title=this.options.title||this.originalTitle,this._createWrapper(),this.element.show().removeAttr("title").addClass("ui-dialog-content ui-widget-content").appendTo(this.uiDialog),this._createTitlebar(),this._createButtonPane(),this.options.draggable&&e.fn.draggable&&this._makeDraggable(),this.options.resizable&&e.fn.resizable&&this._makeResizable(),this._isOpen=!1,this._trackFocus()},_init:function(){this.options.autoOpen&&this.open()},_appendTo:function(){var t=this.options.appendTo;return t&&(t.jquery||t.nodeType)?e(t):this.document.find(t||"body").eq(0)},_destroy:function(){var e,t=this.originalPosition;this._untrackInstance(),this._destroyOverlay(),this.element.removeUniqueId().removeClass("ui-dialog-content ui-widget-content").css(this.originalCss).detach(),this.uiDialog.stop(!0,!0).remove(),this.originalTitle&&this.element.attr("title",this.originalTitle),e=t.parent.children().eq(t.index),e.length&&e[0]!==this.element[0]?e.before(this.element):t.parent.append(this.element)},widget:function(){return this.uiDialog},disable:e.noop,enable:e.noop,close:function(t){var i,s=this;if(this._isOpen&&this._trigger("beforeClose",t)!==!1){if(this._isOpen=!1,this._focusedElement=null,this._destroyOverlay(),this._untrackInstance(),!this.opener.filter(":focusable").focus().length)try{i=this.document[0].activeElement,i&&"body"!==i.nodeName.toLowerCase()&&e(i).blur()}catch(n){}this._hide(this.uiDialog,this.options.hide,function(){s._trigger("close",t)})}},isOpen:function(){return this._isOpen},moveToTop:function(){this._moveToTop()},_moveToTop:function(t,i){var s=!1,n=this.uiDialog.siblings(".ui-front:visible").map(function(){return+e(this).css("z-index")}).get(),a=Math.max.apply(null,n);return a>=+this.uiDialog.css("z-index")&&(this.uiDialog.css("z-index",a+1),s=!0),s&&!i&&this._trigger("focus",t),s},open:function(){var t=this;return this._isOpen?(this._moveToTop()&&this._focusTabbable(),void 0):(this._isOpen=!0,this.opener=e(this.document[0].activeElement),this._size(),this._position(),this._createOverlay(),this._moveToTop(null,!0),this.overlay&&this.overlay.css("z-index",this.uiDialog.css("z-index")-1),this._show(this.uiDialog,this.options.show,function(){t._focusTabbable(),t._trigger("focus")}),this._makeFocusTarget(),this._trigger("open"),void 0)},_focusTabbable:function(){var e=this._focusedElement;e||(e=this.element.find("[autofocus]")),e.length||(e=this.element.find(":tabbable")),e.length||(e=this.uiDialogButtonPane.find(":tabbable")),e.length||(e=this.uiDialogTitlebarClose.filter(":tabbable")),e.length||(e=this.uiDialog),e.eq(0).focus()},_keepFocus:function(t){function i(){var t=this.document[0].activeElement,i=this.uiDialog[0]===t||e.contains(this.uiDialog[0],t);i||this._focusTabbable()}t.preventDefault(),i.call(this),this._delay(i)},_createWrapper:function(){this.uiDialog=e("<div>").addClass("ui-dialog ui-widget ui-widget-content ui-corner-all ui-front "+this.options.dialogClass).hide().attr({tabIndex:-1,role:"dialog"}).appendTo(this._appendTo()),this._on(this.uiDialog,{keydown:function(t){if(this.options.closeOnEscape&&!t.isDefaultPrevented()&&t.keyCode&&t.keyCode===e.ui.keyCode.ESCAPE)return t.preventDefault(),this.close(t),void 0;if(t.keyCode===e.ui.keyCode.TAB&&!t.isDefaultPrevented()){var i=this.uiDialog.find(":tabbable"),s=i.filter(":first"),n=i.filter(":last");t.target!==n[0]&&t.target!==this.uiDialog[0]||t.shiftKey?t.target!==s[0]&&t.target!==this.uiDialog[0]||!t.shiftKey||(this._delay(function(){n.focus()}),t.preventDefault()):(this._delay(function(){s.focus()}),t.preventDefault())}},mousedown:function(e){this._moveToTop(e)&&this._focusTabbable()}}),this.element.find("[aria-describedby]").length||this.uiDialog.attr({"aria-describedby":this.element.uniqueId().attr("id")})},_createTitlebar:function(){var t;this.uiDialogTitlebar=e("<div>").addClass("ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix").prependTo(this.uiDialog),this._on(this.uiDialogTitlebar,{mousedown:function(t){e(t.target).closest(".ui-dialog-titlebar-close")||this.uiDialog.focus()}}),this.uiDialogTitlebarClose=e("<button type='button'></button>").button({label:this.options.closeText,icons:{primary:"ui-icon-closethick"},text:!1}).addClass("ui-dialog-titlebar-close").appendTo(this.uiDialogTitlebar),this._on(this.uiDialogTitlebarClose,{click:function(e){e.preventDefault(),this.close(e)}}),t=e("<span>").uniqueId().addClass("ui-dialog-title").prependTo(this.uiDialogTitlebar),this._title(t),this.uiDialog.attr({"aria-labelledby":t.attr("id")})},_title:function(e){this.options.title||e.html(" "),e.text(this.options.title)
},_createButtonPane:function(){this.uiDialogButtonPane=e("<div>").addClass("ui-dialog-buttonpane ui-widget-content ui-helper-clearfix"),this.uiButtonSet=e("<div>").addClass("ui-dialog-buttonset").appendTo(this.uiDialogButtonPane),this._createButtons()},_createButtons:function(){var t=this,i=this.options.buttons;return this.uiDialogButtonPane.remove(),this.uiButtonSet.empty(),e.isEmptyObject(i)||e.isArray(i)&&!i.length?(this.uiDialog.removeClass("ui-dialog-buttons"),void 0):(e.each(i,function(i,s){var n,a;s=e.isFunction(s)?{click:s,text:i}:s,s=e.extend({type:"button"},s),n=s.click,s.click=function(){n.apply(t.element[0],arguments)},a={icons:s.icons,text:s.showText},delete s.icons,delete s.showText,e("<button></button>",s).button(a).appendTo(t.uiButtonSet)}),this.uiDialog.addClass("ui-dialog-buttons"),this.uiDialogButtonPane.appendTo(this.uiDialog),void 0)},_makeDraggable:function(){function t(e){return{position:e.position,offset:e.offset}}var i=this,s=this.options;this.uiDialog.draggable({cancel:".ui-dialog-content, .ui-dialog-titlebar-close",handle:".ui-dialog-titlebar",containment:"document",start:function(s,n){e(this).addClass("ui-dialog-dragging"),i._blockFrames(),i._trigger("dragStart",s,t(n))},drag:function(e,s){i._trigger("drag",e,t(s))},stop:function(n,a){var o=a.offset.left-i.document.scrollLeft(),r=a.offset.top-i.document.scrollTop();s.position={my:"left top",at:"left"+(o>=0?"+":"")+o+" "+"top"+(r>=0?"+":"")+r,of:i.window},e(this).removeClass("ui-dialog-dragging"),i._unblockFrames(),i._trigger("dragStop",n,t(a))}})},_makeResizable:function(){function t(e){return{originalPosition:e.originalPosition,originalSize:e.originalSize,position:e.position,size:e.size}}var i=this,s=this.options,n=s.resizable,a=this.uiDialog.css("position"),o="string"==typeof n?n:"n,e,s,w,se,sw,ne,nw";this.uiDialog.resizable({cancel:".ui-dialog-content",containment:"document",alsoResize:this.element,maxWidth:s.maxWidth,maxHeight:s.maxHeight,minWidth:s.minWidth,minHeight:this._minHeight(),handles:o,start:function(s,n){e(this).addClass("ui-dialog-resizing"),i._blockFrames(),i._trigger("resizeStart",s,t(n))},resize:function(e,s){i._trigger("resize",e,t(s))},stop:function(n,a){var o=i.uiDialog.offset(),r=o.left-i.document.scrollLeft(),h=o.top-i.document.scrollTop();s.height=i.uiDialog.height(),s.width=i.uiDialog.width(),s.position={my:"left top",at:"left"+(r>=0?"+":"")+r+" "+"top"+(h>=0?"+":"")+h,of:i.window},e(this).removeClass("ui-dialog-resizing"),i._unblockFrames(),i._trigger("resizeStop",n,t(a))}}).css("position",a)},_trackFocus:function(){this._on(this.widget(),{focusin:function(t){this._makeFocusTarget(),this._focusedElement=e(t.target)}})},_makeFocusTarget:function(){this._untrackInstance(),this._trackingInstances().unshift(this)},_untrackInstance:function(){var t=this._trackingInstances(),i=e.inArray(this,t);-1!==i&&t.splice(i,1)},_trackingInstances:function(){var e=this.document.data("ui-dialog-instances");return e||(e=[],this.document.data("ui-dialog-instances",e)),e},_minHeight:function(){var e=this.options;return"auto"===e.height?e.minHeight:Math.min(e.minHeight,e.height)},_position:function(){var e=this.uiDialog.is(":visible");e||this.uiDialog.show(),this.uiDialog.position(this.options.position),e||this.uiDialog.hide()},_setOptions:function(t){var i=this,s=!1,n={};e.each(t,function(e,t){i._setOption(e,t),e in i.sizeRelatedOptions&&(s=!0),e in i.resizableRelatedOptions&&(n[e]=t)}),s&&(this._size(),this._position()),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option",n)},_setOption:function(e,t){var i,s,n=this.uiDialog;"dialogClass"===e&&n.removeClass(this.options.dialogClass).addClass(t),"disabled"!==e&&(this._super(e,t),"appendTo"===e&&this.uiDialog.appendTo(this._appendTo()),"buttons"===e&&this._createButtons(),"closeText"===e&&this.uiDialogTitlebarClose.button({label:""+t}),"draggable"===e&&(i=n.is(":data(ui-draggable)"),i&&!t&&n.draggable("destroy"),!i&&t&&this._makeDraggable()),"position"===e&&this._position(),"resizable"===e&&(s=n.is(":data(ui-resizable)"),s&&!t&&n.resizable("destroy"),s&&"string"==typeof t&&n.resizable("option","handles",t),s||t===!1||this._makeResizable()),"title"===e&&this._title(this.uiDialogTitlebar.find(".ui-dialog-title")))},_size:function(){var e,t,i,s=this.options;this.element.show().css({width:"auto",minHeight:0,maxHeight:"none",height:0}),s.minWidth>s.width&&(s.width=s.minWidth),e=this.uiDialog.css({height:"auto",width:s.width}).outerHeight(),t=Math.max(0,s.minHeight-e),i="number"==typeof s.maxHeight?Math.max(0,s.maxHeight-e):"none","auto"===s.height?this.element.css({minHeight:t,maxHeight:i,height:"auto"}):this.element.height(Math.max(0,s.height-e)),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option","minHeight",this._minHeight())},_blockFrames:function(){this.iframeBlocks=this.document.find("iframe").map(function(){var t=e(this);return e("<div>").css({position:"absolute",width:t.outerWidth(),height:t.outerHeight()}).appendTo(t.parent()).offset(t.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_allowInteraction:function(t){return e(t.target).closest(".ui-dialog").length?!0:!!e(t.target).closest(".ui-datepicker").length},_createOverlay:function(){if(this.options.modal){var t=!0;this._delay(function(){t=!1}),this.document.data("ui-dialog-overlays")||this._on(this.document,{focusin:function(e){t||this._allowInteraction(e)||(e.preventDefault(),this._trackingInstances()[0]._focusTabbable())}}),this.overlay=e("<div>").addClass("ui-widget-overlay ui-front").appendTo(this._appendTo()),this._on(this.overlay,{mousedown:"_keepFocus"}),this.document.data("ui-dialog-overlays",(this.document.data("ui-dialog-overlays")||0)+1)}},_destroyOverlay:function(){if(this.options.modal&&this.overlay){var e=this.document.data("ui-dialog-overlays")-1;e?this.document.data("ui-dialog-overlays",e):this.document.unbind("focusin").removeData("ui-dialog-overlays"),this.overlay.remove(),this.overlay=null}}}),e.widget("ui.progressbar",{version:"1.11.4",options:{max:100,value:0,change:null,complete:null},min:0,_create:function(){this.oldValue=this.options.value=this._constrainedValue(),this.element.addClass("ui-progressbar ui-widget ui-widget-content ui-corner-all").attr({role:"progressbar","aria-valuemin":this.min}),this.valueDiv=e("<div class='ui-progressbar-value ui-widget-header ui-corner-left'></div>").appendTo(this.element),this._refreshValue()},_destroy:function(){this.element.removeClass("ui-progressbar ui-widget ui-widget-content ui-corner-all").removeAttr("role").removeAttr("aria-valuemin").removeAttr("aria-valuemax").removeAttr("aria-valuenow"),this.valueDiv.remove()},value:function(e){return void 0===e?this.options.value:(this.options.value=this._constrainedValue(e),this._refreshValue(),void 0)},_constrainedValue:function(e){return void 0===e&&(e=this.options.value),this.indeterminate=e===!1,"number"!=typeof e&&(e=0),this.indeterminate?!1:Math.min(this.options.max,Math.max(this.min,e))},_setOptions:function(e){var t=e.value;delete e.value,this._super(e),this.options.value=this._constrainedValue(t),this._refreshValue()},_setOption:function(e,t){"max"===e&&(t=Math.max(this.min,t)),"disabled"===e&&this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this._super(e,t)},_percentage:function(){return this.indeterminate?100:100*(this.options.value-this.min)/(this.options.max-this.min)},_refreshValue:function(){var t=this.options.value,i=this._percentage();this.valueDiv.toggle(this.indeterminate||t>this.min).toggleClass("ui-corner-right",t===this.options.max).width(i.toFixed(0)+"%"),this.element.toggleClass("ui-progressbar-indeterminate",this.indeterminate),this.indeterminate?(this.element.removeAttr("aria-valuenow"),this.overlayDiv||(this.overlayDiv=e("<div class='ui-progressbar-overlay'></div>").appendTo(this.valueDiv))):(this.element.attr({"aria-valuemax":this.options.max,"aria-valuenow":t}),this.overlayDiv&&(this.overlayDiv.remove(),this.overlayDiv=null)),this.oldValue!==t&&(this.oldValue=t,this._trigger("change")),t===this.options.max&&this._trigger("complete")}}),e.widget("ui.selectmenu",{version:"1.11.4",defaultElement:"<select>",options:{appendTo:null,disabled:null,icons:{button:"ui-icon-triangle-1-s"},position:{my:"left top",at:"left bottom",collision:"none"},width:null,change:null,close:null,focus:null,open:null,select:null},_create:function(){var e=this.element.uniqueId().attr("id");this.ids={element:e,button:e+"-button",menu:e+"-menu"},this._drawButton(),this._drawMenu(),this.options.disabled&&this.disable()},_drawButton:function(){var t=this;this.label=e("label[for='"+this.ids.element+"']").attr("for",this.ids.button),this._on(this.label,{click:function(e){this.button.focus(),e.preventDefault()}}),this.element.hide(),this.button=e("<span>",{"class":"ui-selectmenu-button ui-widget ui-state-default ui-corner-all",tabindex:this.options.disabled?-1:0,id:this.ids.button,role:"combobox","aria-expanded":"false","aria-autocomplete":"list","aria-owns":this.ids.menu,"aria-haspopup":"true"}).insertAfter(this.element),e("<span>",{"class":"ui-icon "+this.options.icons.button}).prependTo(this.button),this.buttonText=e("<span>",{"class":"ui-selectmenu-text"}).appendTo(this.button),this._setText(this.buttonText,this.element.find("option:selected").text()),this._resizeButton(),this._on(this.button,this._buttonEvents),this.button.one("focusin",function(){t.menuItems||t._refreshMenu()}),this._hoverable(this.button),this._focusable(this.button)},_drawMenu:function(){var t=this;this.menu=e("<ul>",{"aria-hidden":"true","aria-labelledby":this.ids.button,id:this.ids.menu}),this.menuWrap=e("<div>",{"class":"ui-selectmenu-menu ui-front"}).append(this.menu).appendTo(this._appendTo()),this.menuInstance=this.menu.menu({role:"listbox",select:function(e,i){e.preventDefault(),t._setSelection(),t._select(i.item.data("ui-selectmenu-item"),e)},focus:function(e,i){var s=i.item.data("ui-selectmenu-item");null!=t.focusIndex&&s.index!==t.focusIndex&&(t._trigger("focus",e,{item:s}),t.isOpen||t._select(s,e)),t.focusIndex=s.index,t.button.attr("aria-activedescendant",t.menuItems.eq(s.index).attr("id"))}}).menu("instance"),this.menu.addClass("ui-corner-bottom").removeClass("ui-corner-all"),this.menuInstance._off(this.menu,"mouseleave"),this.menuInstance._closeOnDocumentClick=function(){return!1},this.menuInstance._isDivider=function(){return!1}},refresh:function(){this._refreshMenu(),this._setText(this.buttonText,this._getSelectedItem().text()),this.options.width||this._resizeButton()},_refreshMenu:function(){this.menu.empty();var e,t=this.element.find("option");t.length&&(this._parseOptions(t),this._renderMenu(this.menu,this.items),this.menuInstance.refresh(),this.menuItems=this.menu.find("li").not(".ui-selectmenu-optgroup"),e=this._getSelectedItem(),this.menuInstance.focus(null,e),this._setAria(e.data("ui-selectmenu-item")),this._setOption("disabled",this.element.prop("disabled")))},open:function(e){this.options.disabled||(this.menuItems?(this.menu.find(".ui-state-focus").removeClass("ui-state-focus"),this.menuInstance.focus(null,this._getSelectedItem())):this._refreshMenu(),this.isOpen=!0,this._toggleAttr(),this._resizeMenu(),this._position(),this._on(this.document,this._documentClick),this._trigger("open",e))},_position:function(){this.menuWrap.position(e.extend({of:this.button},this.options.position))},close:function(e){this.isOpen&&(this.isOpen=!1,this._toggleAttr(),this.range=null,this._off(this.document),this._trigger("close",e))},widget:function(){return this.button},menuWidget:function(){return this.menu},_renderMenu:function(t,i){var s=this,n="";e.each(i,function(i,a){a.optgroup!==n&&(e("<li>",{"class":"ui-selectmenu-optgroup ui-menu-divider"+(a.element.parent("optgroup").prop("disabled")?" ui-state-disabled":""),text:a.optgroup}).appendTo(t),n=a.optgroup),s._renderItemData(t,a)})},_renderItemData:function(e,t){return this._renderItem(e,t).data("ui-selectmenu-item",t)},_renderItem:function(t,i){var s=e("<li>");return i.disabled&&s.addClass("ui-state-disabled"),this._setText(s,i.label),s.appendTo(t)},_setText:function(e,t){t?e.text(t):e.html(" ")},_move:function(e,t){var i,s,n=".ui-menu-item";this.isOpen?i=this.menuItems.eq(this.focusIndex):(i=this.menuItems.eq(this.element[0].selectedIndex),n+=":not(.ui-state-disabled)"),s="first"===e||"last"===e?i["first"===e?"prevAll":"nextAll"](n).eq(-1):i[e+"All"](n).eq(0),s.length&&this.menuInstance.focus(t,s)},_getSelectedItem:function(){return this.menuItems.eq(this.element[0].selectedIndex)},_toggle:function(e){this[this.isOpen?"close":"open"](e)},_setSelection:function(){var e;this.range&&(window.getSelection?(e=window.getSelection(),e.removeAllRanges(),e.addRange(this.range)):this.range.select(),this.button.focus())},_documentClick:{mousedown:function(t){this.isOpen&&(e(t.target).closest(".ui-selectmenu-menu, #"+this.ids.button).length||this.close(t))}},_buttonEvents:{mousedown:function(){var e;window.getSelection?(e=window.getSelection(),e.rangeCount&&(this.range=e.getRangeAt(0))):this.range=document.selection.createRange()},click:function(e){this._setSelection(),this._toggle(e)},keydown:function(t){var i=!0;switch(t.keyCode){case e.ui.keyCode.TAB:case e.ui.keyCode.ESCAPE:this.close(t),i=!1;break;case e.ui.keyCode.ENTER:this.isOpen&&this._selectFocusedItem(t);break;case e.ui.keyCode.UP:t.altKey?this._toggle(t):this._move("prev",t);break;case e.ui.keyCode.DOWN:t.altKey?this._toggle(t):this._move("next",t);break;case e.ui.keyCode.SPACE:this.isOpen?this._selectFocusedItem(t):this._toggle(t);break;case e.ui.keyCode.LEFT:this._move("prev",t);break;case e.ui.keyCode.RIGHT:this._move("next",t);break;case e.ui.keyCode.HOME:case e.ui.keyCode.PAGE_UP:this._move("first",t);break;case e.ui.keyCode.END:case e.ui.keyCode.PAGE_DOWN:this._move("last",t);break;default:this.menu.trigger(t),i=!1}i&&t.preventDefault()}},_selectFocusedItem:function(e){var t=this.menuItems.eq(this.focusIndex);t.hasClass("ui-state-disabled")||this._select(t.data("ui-selectmenu-item"),e)},_select:function(e,t){var i=this.element[0].selectedIndex;this.element[0].selectedIndex=e.index,this._setText(this.buttonText,e.label),this._setAria(e),this._trigger("select",t,{item:e}),e.index!==i&&this._trigger("change",t,{item:e}),this.close(t)},_setAria:function(e){var t=this.menuItems.eq(e.index).attr("id");this.button.attr({"aria-labelledby":t,"aria-activedescendant":t}),this.menu.attr("aria-activedescendant",t)},_setOption:function(e,t){"icons"===e&&this.button.find("span.ui-icon").removeClass(this.options.icons.button).addClass(t.button),this._super(e,t),"appendTo"===e&&this.menuWrap.appendTo(this._appendTo()),"disabled"===e&&(this.menuInstance.option("disabled",t),this.button.toggleClass("ui-state-disabled",t).attr("aria-disabled",t),this.element.prop("disabled",t),t?(this.button.attr("tabindex",-1),this.close()):this.button.attr("tabindex",0)),"width"===e&&this._resizeButton()},_appendTo:function(){var t=this.options.appendTo;return t&&(t=t.jquery||t.nodeType?e(t):this.document.find(t).eq(0)),t&&t[0]||(t=this.element.closest(".ui-front")),t.length||(t=this.document[0].body),t},_toggleAttr:function(){this.button.toggleClass("ui-corner-top",this.isOpen).toggleClass("ui-corner-all",!this.isOpen).attr("aria-expanded",this.isOpen),this.menuWrap.toggleClass("ui-selectmenu-open",this.isOpen),this.menu.attr("aria-hidden",!this.isOpen)},_resizeButton:function(){var e=this.options.width;e||(e=this.element.show().outerWidth(),this.element.hide()),this.button.outerWidth(e)},_resizeMenu:function(){this.menu.outerWidth(Math.max(this.button.outerWidth(),this.menu.width("").outerWidth()+1))},_getCreateOptions:function(){return{disabled:this.element.prop("disabled")}},_parseOptions:function(t){var i=[];t.each(function(t,s){var n=e(s),a=n.parent("optgroup");i.push({element:n,index:t,value:n.val(),label:n.text(),optgroup:a.attr("label")||"",disabled:a.prop("disabled")||n.prop("disabled")})}),this.items=i},_destroy:function(){this.menuWrap.remove(),this.button.remove(),this.element.show(),this.element.removeUniqueId(),this.label.attr("for",this.ids.element)}}),e.widget("ui.slider",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"slide",options:{animate:!1,distance:0,max:100,min:0,orientation:"horizontal",range:!1,step:1,value:0,values:null,change:null,slide:null,start:null,stop:null},numPages:5,_create:function(){this._keySliding=!1,this._mouseSliding=!1,this._animateOff=!0,this._handleIndex=null,this._detectOrientation(),this._mouseInit(),this._calculateNewMax(),this.element.addClass("ui-slider ui-slider-"+this.orientation+" ui-widget"+" ui-widget-content"+" ui-corner-all"),this._refresh(),this._setOption("disabled",this.options.disabled),this._animateOff=!1},_refresh:function(){this._createRange(),this._createHandles(),this._setupEvents(),this._refreshValue()},_createHandles:function(){var t,i,s=this.options,n=this.element.find(".ui-slider-handle").addClass("ui-state-default ui-corner-all"),a="<span class='ui-slider-handle ui-state-default ui-corner-all' tabindex='0'></span>",o=[];for(i=s.values&&s.values.length||1,n.length>i&&(n.slice(i).remove(),n=n.slice(0,i)),t=n.length;i>t;t++)o.push(a);this.handles=n.add(e(o.join("")).appendTo(this.element)),this.handle=this.handles.eq(0),this.handles.each(function(t){e(this).data("ui-slider-handle-index",t)})},_createRange:function(){var t=this.options,i="";t.range?(t.range===!0&&(t.values?t.values.length&&2!==t.values.length?t.values=[t.values[0],t.values[0]]:e.isArray(t.values)&&(t.values=t.values.slice(0)):t.values=[this._valueMin(),this._valueMin()]),this.range&&this.range.length?this.range.removeClass("ui-slider-range-min ui-slider-range-max").css({left:"",bottom:""}):(this.range=e("<div></div>").appendTo(this.element),i="ui-slider-range ui-widget-header ui-corner-all"),this.range.addClass(i+("min"===t.range||"max"===t.range?" ui-slider-range-"+t.range:""))):(this.range&&this.range.remove(),this.range=null)},_setupEvents:function(){this._off(this.handles),this._on(this.handles,this._handleEvents),this._hoverable(this.handles),this._focusable(this.handles)},_destroy:function(){this.handles.remove(),this.range&&this.range.remove(),this.element.removeClass("ui-slider ui-slider-horizontal ui-slider-vertical ui-widget ui-widget-content ui-corner-all"),this._mouseDestroy()},_mouseCapture:function(t){var i,s,n,a,o,r,h,l,u=this,d=this.options;return d.disabled?!1:(this.elementSize={width:this.element.outerWidth(),height:this.element.outerHeight()},this.elementOffset=this.element.offset(),i={x:t.pageX,y:t.pageY},s=this._normValueFromMouse(i),n=this._valueMax()-this._valueMin()+1,this.handles.each(function(t){var i=Math.abs(s-u.values(t));(n>i||n===i&&(t===u._lastChangedValue||u.values(t)===d.min))&&(n=i,a=e(this),o=t)}),r=this._start(t,o),r===!1?!1:(this._mouseSliding=!0,this._handleIndex=o,a.addClass("ui-state-active").focus(),h=a.offset(),l=!e(t.target).parents().addBack().is(".ui-slider-handle"),this._clickOffset=l?{left:0,top:0}:{left:t.pageX-h.left-a.width()/2,top:t.pageY-h.top-a.height()/2-(parseInt(a.css("borderTopWidth"),10)||0)-(parseInt(a.css("borderBottomWidth"),10)||0)+(parseInt(a.css("marginTop"),10)||0)},this.handles.hasClass("ui-state-hover")||this._slide(t,o,s),this._animateOff=!0,!0))},_mouseStart:function(){return!0},_mouseDrag:function(e){var t={x:e.pageX,y:e.pageY},i=this._normValueFromMouse(t);return this._slide(e,this._handleIndex,i),!1},_mouseStop:function(e){return this.handles.removeClass("ui-state-active"),this._mouseSliding=!1,this._stop(e,this._handleIndex),this._change(e,this._handleIndex),this._handleIndex=null,this._clickOffset=null,this._animateOff=!1,!1},_detectOrientation:function(){this.orientation="vertical"===this.options.orientation?"vertical":"horizontal"},_normValueFromMouse:function(e){var t,i,s,n,a;return"horizontal"===this.orientation?(t=this.elementSize.width,i=e.x-this.elementOffset.left-(this._clickOffset?this._clickOffset.left:0)):(t=this.elementSize.height,i=e.y-this.elementOffset.top-(this._clickOffset?this._clickOffset.top:0)),s=i/t,s>1&&(s=1),0>s&&(s=0),"vertical"===this.orientation&&(s=1-s),n=this._valueMax()-this._valueMin(),a=this._valueMin()+s*n,this._trimAlignValue(a)},_start:function(e,t){var i={handle:this.handles[t],value:this.value()};return this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._trigger("start",e,i)},_slide:function(e,t,i){var s,n,a;this.options.values&&this.options.values.length?(s=this.values(t?0:1),2===this.options.values.length&&this.options.range===!0&&(0===t&&i>s||1===t&&s>i)&&(i=s),i!==this.values(t)&&(n=this.values(),n[t]=i,a=this._trigger("slide",e,{handle:this.handles[t],value:i,values:n}),s=this.values(t?0:1),a!==!1&&this.values(t,i))):i!==this.value()&&(a=this._trigger("slide",e,{handle:this.handles[t],value:i}),a!==!1&&this.value(i))},_stop:function(e,t){var i={handle:this.handles[t],value:this.value()};this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._trigger("stop",e,i)},_change:function(e,t){if(!this._keySliding&&!this._mouseSliding){var i={handle:this.handles[t],value:this.value()};this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._lastChangedValue=t,this._trigger("change",e,i)}},value:function(e){return arguments.length?(this.options.value=this._trimAlignValue(e),this._refreshValue(),this._change(null,0),void 0):this._value()},values:function(t,i){var s,n,a;if(arguments.length>1)return this.options.values[t]=this._trimAlignValue(i),this._refreshValue(),this._change(null,t),void 0;if(!arguments.length)return this._values();if(!e.isArray(arguments[0]))return this.options.values&&this.options.values.length?this._values(t):this.value();for(s=this.options.values,n=arguments[0],a=0;s.length>a;a+=1)s[a]=this._trimAlignValue(n[a]),this._change(null,a);this._refreshValue()},_setOption:function(t,i){var s,n=0;switch("range"===t&&this.options.range===!0&&("min"===i?(this.options.value=this._values(0),this.options.values=null):"max"===i&&(this.options.value=this._values(this.options.values.length-1),this.options.values=null)),e.isArray(this.options.values)&&(n=this.options.values.length),"disabled"===t&&this.element.toggleClass("ui-state-disabled",!!i),this._super(t,i),t){case"orientation":this._detectOrientation(),this.element.removeClass("ui-slider-horizontal 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class='ui-effects-transfer'></div>").appendTo(document.body).addClass(t.className).css({top:d.top-r,left:d.left-h,height:s.innerHeight(),width:s.innerWidth(),position:a?"fixed":"absolute"}).animate(u,t.duration,t.easing,function(){c.remove(),i()})}});</script>
<style type="text/css">
.tocify {
width: 20%;
max-height: 90%;
overflow: auto;
margin-left: 2%;
position: fixed;
border: 1px solid #ccc;
border-radius: 6px;
}
.tocify ul, .tocify li {
list-style: none;
margin: 0;
padding: 0;
border: none;
line-height: 30px;
}
.tocify-header {
text-indent: 10px;
}
.tocify-subheader {
text-indent: 20px;
display: none;
}
.tocify-subheader li {
font-size: 12px;
}
.tocify-subheader .tocify-subheader {
text-indent: 30px;
}
.tocify-subheader .tocify-subheader .tocify-subheader {
text-indent: 40px;
}
.tocify-subheader .tocify-subheader .tocify-subheader .tocify-subheader {
text-indent: 50px;
}
.tocify-subheader .tocify-subheader .tocify-subheader .tocify-subheader .tocify-subheader {
text-indent: 60px;
}
.tocify .tocify-item > a, .tocify .nav-list .nav-header {
margin: 0px;
}
.tocify .tocify-item a, .tocify .list-group-item {
padding: 5px;
}
.tocify .nav-pills > li {
float: none;
}
</style>
<script>/* jquery Tocify - v1.9.1 - 2013-10-22
* http://www.gregfranko.com/jquery.tocify.js/
* Copyright (c) 2013 Greg Franko; Licensed MIT */
// Immediately-Invoked Function Expression (IIFE) [Ben Alman Blog Post](http://benalman.com/news/2010/11/immediately-invoked-function-expression/) that calls another IIFE that contains all of the plugin logic. I used this pattern so that anyone viewing this code would not have to scroll to the bottom of the page to view the local parameters that were passed to the main IIFE.
(function(tocify) {
// ECMAScript 5 Strict Mode: [John Resig Blog Post](http://ejohn.org/blog/ecmascript-5-strict-mode-json-and-more/)
"use strict";
// Calls the second IIFE and locally passes in the global jQuery, window, and document objects
tocify(window.jQuery, window, document);
}
// Locally passes in `jQuery`, the `window` object, the `document` object, and an `undefined` variable. The `jQuery`, `window` and `document` objects are passed in locally, to improve performance, since javascript first searches for a variable match within the local variables set before searching the global variables set. All of the global variables are also passed in locally to be minifier friendly. `undefined` can be passed in locally, because it is not a reserved word in JavaScript.
(function($, window, document, undefined) {
// ECMAScript 5 Strict Mode: [John Resig Blog Post](http://ejohn.org/blog/ecmascript-5-strict-mode-json-and-more/)
"use strict";
var tocClassName = "tocify",
tocClass = "." + tocClassName,
tocFocusClassName = "tocify-focus",
tocHoverClassName = "tocify-hover",
hideTocClassName = "tocify-hide",
hideTocClass = "." + hideTocClassName,
headerClassName = "tocify-header",
headerClass = "." + headerClassName,
subheaderClassName = "tocify-subheader",
subheaderClass = "." + subheaderClassName,
itemClassName = "tocify-item",
itemClass = "." + itemClassName,
extendPageClassName = "tocify-extend-page",
extendPageClass = "." + extendPageClassName;
// Calling the jQueryUI Widget Factory Method
$.widget("toc.tocify", {
//Plugin version
version: "1.9.1",
// These options will be used as defaults
options: {
// **context**: Accepts String: Any jQuery selector
// The container element that holds all of the elements used to generate the table of contents
context: "body",
// **ignoreSelector**: Accepts String: Any jQuery selector
// A selector to any element that would be matched by selectors that you wish to be ignored
ignoreSelector: null,
// **selectors**: Accepts an Array of Strings: Any jQuery selectors
// The element's used to generate the table of contents. The order is very important since it will determine the table of content's nesting structure
selectors: "h1, h2, h3",
// **showAndHide**: Accepts a boolean: true or false
// Used to determine if elements should be shown and hidden
showAndHide: true,
// **showEffect**: Accepts String: "none", "fadeIn", "show", or "slideDown"
// Used to display any of the table of contents nested items
showEffect: "slideDown",
// **showEffectSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
// The time duration of the show animation
showEffectSpeed: "medium",
// **hideEffect**: Accepts String: "none", "fadeOut", "hide", or "slideUp"
// Used to hide any of the table of contents nested items
hideEffect: "slideUp",
// **hideEffectSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
// The time duration of the hide animation
hideEffectSpeed: "medium",
// **smoothScroll**: Accepts a boolean: true or false
// Determines if a jQuery animation should be used to scroll to specific table of contents items on the page
smoothScroll: true,
// **smoothScrollSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
// The time duration of the smoothScroll animation
smoothScrollSpeed: "medium",
// **scrollTo**: Accepts Number (pixels)
// The amount of space between the top of page and the selected table of contents item after the page has been scrolled
scrollTo: 0,
// **showAndHideOnScroll**: Accepts a boolean: true or false
// Determines if table of contents nested items should be shown and hidden while scrolling
showAndHideOnScroll: true,
// **highlightOnScroll**: Accepts a boolean: true or false
// Determines if table of contents nested items should be highlighted (set to a different color) while scrolling
highlightOnScroll: true,
// **highlightOffset**: Accepts a number
// The offset distance in pixels to trigger the next active table of contents item
highlightOffset: 40,
// **theme**: Accepts a string: "bootstrap", "jqueryui", or "none"
// Determines if Twitter Bootstrap, jQueryUI, or Tocify classes should be added to the table of contents
theme: "bootstrap",
// **extendPage**: Accepts a boolean: true or false
// If a user scrolls to the bottom of the page and the page is not tall enough to scroll to the last table of contents item, then the page height is increased
extendPage: true,
// **extendPageOffset**: Accepts a number: pixels
// How close to the bottom of the page a user must scroll before the page is extended
extendPageOffset: 100,
// **history**: Accepts a boolean: true or false
// Adds a hash to the page url to maintain history
history: true,
// **scrollHistory**: Accepts a boolean: true or false
// Adds a hash to the page url, to maintain history, when scrolling to a TOC item
scrollHistory: false,
// **hashGenerator**: How the hash value (the anchor segment of the URL, following the
// # character) will be generated.
//
// "compact" (default) - #CompressesEverythingTogether
// "pretty" - #looks-like-a-nice-url-and-is-easily-readable
// function(text, element){} - Your own hash generation function that accepts the text as an
// argument, and returns the hash value.
hashGenerator: "compact",
// **highlightDefault**: Accepts a boolean: true or false
// Set's the first TOC item as active if no other TOC item is active.
highlightDefault: true
},
// _Create
// -------
// Constructs the plugin. Only called once.
_create: function() {
var self = this;
self.extendPageScroll = true;
// Internal array that keeps track of all TOC items (Helps to recognize if there are duplicate TOC item strings)
self.items = [];
// Generates the HTML for the dynamic table of contents
self._generateToc();
// Adds CSS classes to the newly generated table of contents HTML
self._addCSSClasses();
self.webkit = (function() {
for (var prop in window) {
if (prop) {
if (prop.toLowerCase().indexOf("webkit") !== -1) {
return true;
}
}
}
return false;
}());
// Adds jQuery event handlers to the newly generated table of contents
self._setEventHandlers();
// Binding to the Window load event to make sure the correct scrollTop is calculated
$(window).on("load", function() {
// Sets the active TOC item
self._setActiveElement(true);
// Once all animations on the page are complete, this callback function will be called
$("html, body").promise().done(function() {
setTimeout(function() {
self.extendPageScroll = false;
}, 0);
});
});
},
// _generateToc
// ------------
// Generates the HTML for the dynamic table of contents
_generateToc: function() {
// _Local variables_
// Stores the plugin context in the self variable
var self = this,
// All of the HTML tags found within the context provided (i.e. body) that match the top level jQuery selector above
firstElem,
// Instantiated variable that will store the top level newly created unordered list DOM element
ul,
ignoreSelector = self.options.ignoreSelector;
// Determine the element to start the toc with
// get all the top level selectors
firstElem = [];
var selectors = this.options.selectors.replace(/ /g, "").split(",");
// find the first set that have at least one non-ignored element
for(var i = 0; i < selectors.length; i++) {
var foundSelectors = $(this.options.context).find(selectors[i]);
for (var s = 0; s < foundSelectors.length; s++) {
if (!$(foundSelectors[s]).is(ignoreSelector)) {
firstElem = foundSelectors;
break;
}
}
if (firstElem.length> 0)
break;
}
if (!firstElem.length) {
self.element.addClass(hideTocClassName);
return;
}
self.element.addClass(tocClassName);
// Loops through each top level selector
firstElem.each(function(index) {
//If the element matches the ignoreSelector then we skip it
if ($(this).is(ignoreSelector)) {
return;
}
// Creates an unordered list HTML element and adds a dynamic ID and standard class name
ul = $("<ul/>", {
"id": headerClassName + index,
"class": headerClassName
}).
// Appends a top level list item HTML element to the previously created HTML header
append(self._nestElements($(this), index));
// Add the created unordered list element to the HTML element calling the plugin
self.element.append(ul);
// Finds all of the HTML tags between the header and subheader elements
$(this).nextUntil(this.nodeName.toLowerCase()).each(function() {
// If there are no nested subheader elemements
if ($(this).find(self.options.selectors).length === 0) {
// Loops through all of the subheader elements
$(this).filter(self.options.selectors).each(function() {
//If the element matches the ignoreSelector then we skip it
if ($(this).is(ignoreSelector)) {
return;
}
self._appendSubheaders.call(this, self, ul);
});
}
// If there are nested subheader elements
else {
// Loops through all of the subheader elements
$(this).find(self.options.selectors).each(function() {
//If the element matches the ignoreSelector then we skip it
if ($(this).is(ignoreSelector)) {
return;
}
self._appendSubheaders.call(this, self, ul);
});
}
});
});
},
_setActiveElement: function(pageload) {
var self = this,
hash = window.location.hash.substring(1),
elem = self.element.find('li[data-unique="' + hash + '"]');
if (hash.length) {
// Removes highlighting from all of the list item's
self.element.find("." + self.focusClass).removeClass(self.focusClass);
// Highlights the current list item that was clicked
elem.addClass(self.focusClass);
// Triggers the click event on the currently focused TOC item
elem.click();
} else {
// Removes highlighting from all of the list item's
self.element.find("." + self.focusClass).removeClass(self.focusClass);
if (!hash.length && pageload && self.options.highlightDefault) {
// Highlights the first TOC item if no other items are highlighted
self.element.find(itemClass).first().addClass(self.focusClass);
}
}
return self;
},
// _nestElements
// -------------
// Helps create the table of contents list by appending nested list items
_nestElements: function(self, index) {
var arr, item, hashValue;
arr = $.grep(this.items, function(item) {
return item === self.text();
});
// If there is already a duplicate TOC item
if (arr.length) {
// Adds the current TOC item text and index (for slight randomization) to the internal array
this.items.push(self.text() + index);
}
// If there not a duplicate TOC item
else {
// Adds the current TOC item text to the internal array
this.items.push(self.text());
}
hashValue = this._generateHashValue(arr, self, index);
// Appends a list item HTML element to the last unordered list HTML element found within the HTML element calling the plugin
item = $("<li/>", {
// Sets a common class name to the list item
"class": itemClassName,
"data-unique": hashValue
});
if (this.options.theme !== "bootstrap3") {
item.append($("<a/>", {
"html": self.html()
}));
} else {
item.html(self.html());
}
// Adds an HTML anchor tag before the currently traversed HTML element
self.before($("<div/>", {
// Sets a name attribute on the anchor tag to the text of the currently traversed HTML element (also making sure that all whitespace is replaced with an underscore)
"name": hashValue,
"data-unique": hashValue
}));
return item;
},
// _generateHashValue
// ------------------
// Generates the hash value that will be used to refer to each item.
_generateHashValue: function(arr, self, index) {
var hashValue = "",
hashGeneratorOption = this.options.hashGenerator;
if (hashGeneratorOption === "pretty") {
// prettify the text
hashValue = self.text().toLowerCase().replace(/\s/g, "-");
// fix double hyphens
while (hashValue.indexOf("--") > -1) {
hashValue = hashValue.replace(/--/g, "-");
}
// fix colon-space instances
while (hashValue.indexOf(":-") > -1) {
hashValue = hashValue.replace(/:-/g, "-");
}
} else if (typeof hashGeneratorOption === "function") {
// call the function
hashValue = hashGeneratorOption(self.text(), self);
} else {
// compact - the default
hashValue = self.text().replace(/\s/g, "");
}
// add the index if we need to
if (arr.length) {
hashValue += "" + index;
}
// return the value
return hashValue;
},
// _appendElements
// ---------------
// Helps create the table of contents list by appending subheader elements
_appendSubheaders: function(self, ul) {
// The current element index
var index = $(this).index(self.options.selectors),
// Finds the previous header DOM element
previousHeader = $(self.options.selectors).eq(index - 1),
currentTagName = +$(this).prop("tagName").charAt(1),
previousTagName = +previousHeader.prop("tagName").charAt(1),
lastSubheader;
// If the current header DOM element is smaller than the previous header DOM element or the first subheader
if (currentTagName < previousTagName) {
// Selects the last unordered list HTML found within the HTML element calling the plugin
self.element.find(subheaderClass + "[data-tag=" + currentTagName + "]").last().append(self._nestElements($(this), index));
}
// If the current header DOM element is the same type of header(eg. h4) as the previous header DOM element
else if (currentTagName === previousTagName) {
ul.find(itemClass).last().after(self._nestElements($(this), index));
} else {
// Selects the last unordered list HTML found within the HTML element calling the plugin
ul.find(itemClass).last().
// Appends an unorderedList HTML element to the dynamic `unorderedList` variable and sets a common class name
after($("<ul/>", {
"class": subheaderClassName,
"data-tag": currentTagName
})).next(subheaderClass).
// Appends a list item HTML element to the last unordered list HTML element found within the HTML element calling the plugin
append(self._nestElements($(this), index));
}
},
// _setEventHandlers
// ----------------
// Adds jQuery event handlers to the newly generated table of contents
_setEventHandlers: function() {
// _Local variables_
// Stores the plugin context in the self variable
var self = this,
// Instantiates a new variable that will be used to hold a specific element's context
$self,
// Instantiates a new variable that will be used to determine the smoothScroll animation time duration
duration;
// Event delegation that looks for any clicks on list item elements inside of the HTML element calling the plugin
this.element.on("click.tocify", "li", function(event) {
if (self.options.history) {
window.location.hash = $(this).attr("data-unique");
}
// Removes highlighting from all of the list item's
self.element.find("." + self.focusClass).removeClass(self.focusClass);
// Highlights the current list item that was clicked
$(this).addClass(self.focusClass);
// If the showAndHide option is true
if (self.options.showAndHide) {
var elem = $('li[data-unique="' + $(this).attr("data-unique") + '"]');
self._triggerShow(elem);
}
self._scrollTo($(this));
});
// Mouseenter and Mouseleave event handlers for the list item's within the HTML element calling the plugin
this.element.find("li").on({
// Mouseenter event handler
"mouseenter.tocify": function() {
// Adds a hover CSS class to the current list item
$(this).addClass(self.hoverClass);
// Makes sure the cursor is set to the pointer icon
$(this).css("cursor", "pointer");
},
// Mouseleave event handler
"mouseleave.tocify": function() {
if (self.options.theme !== "bootstrap") {
// Removes the hover CSS class from the current list item
$(this).removeClass(self.hoverClass);
}
}
});
// only attach handler if needed (expensive in IE)
if (self.options.extendPage || self.options.highlightOnScroll || self.options.scrollHistory || self.options.showAndHideOnScroll) {
// Window scroll event handler
$(window).on("scroll.tocify", function() {
// Once all animations on the page are complete, this callback function will be called
$("html, body").promise().done(function() {
// Local variables
// Stores how far the user has scrolled
var winScrollTop = $(window).scrollTop(),
// Stores the height of the window
winHeight = $(window).height(),
// Stores the height of the document
docHeight = $(document).height(),
scrollHeight = $("body")[0].scrollHeight,
// Instantiates a variable that will be used to hold a selected HTML element
elem,
lastElem,
lastElemOffset,
currentElem;
if (self.options.extendPage) {
// If the user has scrolled to the bottom of the page and the last toc item is not focused
if ((self.webkit && winScrollTop >= scrollHeight - winHeight - self.options.extendPageOffset) || (!self.webkit && winHeight + winScrollTop > docHeight - self.options.extendPageOffset)) {
if (!$(extendPageClass).length) {
lastElem = $('div[data-unique="' + $(itemClass).last().attr("data-unique") + '"]');
if (!lastElem.length) return;
// Gets the top offset of the page header that is linked to the last toc item
lastElemOffset = lastElem.offset().top;
// Appends a div to the bottom of the page and sets the height to the difference of the window scrollTop and the last element's position top offset
$(self.options.context).append($("<div/>", {
"class": extendPageClassName,
"height": Math.abs(lastElemOffset - winScrollTop) + "px",
"data-unique": extendPageClassName
}));
if (self.extendPageScroll) {
currentElem = self.element.find('li.' + self.focusClass);
self._scrollTo($('div[data-unique="' + currentElem.attr("data-unique") + '"]'));
}
}
}
}
// The zero timeout ensures the following code is run after the scroll events
setTimeout(function() {
// _Local variables_
// Stores the distance to the closest anchor
var closestAnchorDistance = null,
// Stores the index of the closest anchor
closestAnchorIdx = null,
// Keeps a reference to all anchors
anchors = $(self.options.context).find("div[data-unique]"),
anchorText;
// Determines the index of the closest anchor
anchors.each(function(idx) {
var distance = Math.abs(($(this).next().length ? $(this).next() : $(this)).offset().top - winScrollTop - self.options.highlightOffset);
if (closestAnchorDistance == null || distance < closestAnchorDistance) {
closestAnchorDistance = distance;
closestAnchorIdx = idx;
} else {
return false;
}
});
anchorText = $(anchors[closestAnchorIdx]).attr("data-unique");
// Stores the list item HTML element that corresponds to the currently traversed anchor tag
elem = $('li[data-unique="' + anchorText + '"]');
// If the `highlightOnScroll` option is true and a next element is found
if (self.options.highlightOnScroll && elem.length) {
// Removes highlighting from all of the list item's
self.element.find("." + self.focusClass).removeClass(self.focusClass);
// Highlights the corresponding list item
elem.addClass(self.focusClass);
}
if (self.options.scrollHistory) {
if (window.location.hash !== "#" + anchorText) {
window.location.replace("#" + anchorText);
}
}
// If the `showAndHideOnScroll` option is true
if (self.options.showAndHideOnScroll && self.options.showAndHide) {
self._triggerShow(elem, true);
}
}, 0);
});
});
}
},
// Show
// ----
// Opens the current sub-header
show: function(elem, scroll) {
// Stores the plugin context in the `self` variable
var self = this,
element = elem;
// If the sub-header is not already visible
if (!elem.is(":visible")) {
// If the current element does not have any nested subheaders, is not a header, and its parent is not visible
if (!elem.find(subheaderClass).length && !elem.parent().is(headerClass) && !elem.parent().is(":visible")) {
// Sets the current element to all of the subheaders within the current header
elem = elem.parents(subheaderClass).add(elem);
}
// If the current element does not have any nested subheaders and is not a header
else if (!elem.children(subheaderClass).length && !elem.parent().is(headerClass)) {
// Sets the current element to the closest subheader
elem = elem.closest(subheaderClass);
}
//Determines what jQuery effect to use
switch (self.options.showEffect) {
//Uses `no effect`
case "none":
elem.show();
break;
//Uses the jQuery `show` special effect
case "show":
elem.show(self.options.showEffectSpeed);
break;
//Uses the jQuery `slideDown` special effect
case "slideDown":
elem.slideDown(self.options.showEffectSpeed);
break;
//Uses the jQuery `fadeIn` special effect
case "fadeIn":
elem.fadeIn(self.options.showEffectSpeed);
break;
//If none of the above options were passed, then a `jQueryUI show effect` is expected
default:
elem.show();
break;
}
}
// If the current subheader parent element is a header
if (elem.parent().is(headerClass)) {
// Hides all non-active sub-headers
self.hide($(subheaderClass).not(elem));
}
// If the current subheader parent element is not a header
else {
// Hides all non-active sub-headers
self.hide($(subheaderClass).not(elem.closest(headerClass).find(subheaderClass).not(elem.siblings())));
}
// Maintains chainablity
return self;
},
// Hide
// ----
// Closes the current sub-header
hide: function(elem) {
// Stores the plugin context in the `self` variable
var self = this;
//Determines what jQuery effect to use
switch (self.options.hideEffect) {
// Uses `no effect`
case "none":
elem.hide();
break;
// Uses the jQuery `hide` special effect
case "hide":
elem.hide(self.options.hideEffectSpeed);
break;
// Uses the jQuery `slideUp` special effect
case "slideUp":
elem.slideUp(self.options.hideEffectSpeed);
break;
// Uses the jQuery `fadeOut` special effect
case "fadeOut":
elem.fadeOut(self.options.hideEffectSpeed);
break;
// If none of the above options were passed, then a `jqueryUI hide effect` is expected
default:
elem.hide();
break;
}
// Maintains chainablity
return self;
},
// _triggerShow
// ------------
// Determines what elements get shown on scroll and click
_triggerShow: function(elem, scroll) {
var self = this;
// If the current element's parent is a header element or the next element is a nested subheader element
if (elem.parent().is(headerClass) || elem.next().is(subheaderClass)) {
// Shows the next sub-header element
self.show(elem.next(subheaderClass), scroll);
}
// If the current element's parent is a subheader element
else if (elem.parent().is(subheaderClass)) {
// Shows the parent sub-header element
self.show(elem.parent(), scroll);
}
// Maintains chainability
return self;
},
// _addCSSClasses
// --------------
// Adds CSS classes to the newly generated table of contents HTML
_addCSSClasses: function() {
// If the user wants a jqueryUI theme
if (this.options.theme === "jqueryui") {
this.focusClass = "ui-state-default";
this.hoverClass = "ui-state-hover";
//Adds the default styling to the dropdown list
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padding-bottom: 5px;
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color: #999;
white-space: nowrap;
text-overflow: ellipsis;
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text-overflow: ellipsis;
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height: 15,
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header.appendChild(arrow);
header.setAttribute("style",
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table.appendChild(tbody);
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var pageEnd = page.getRowEnd();
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infoText = infoText + " | " + (columns.number + 1) + "-" +
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};
var clearFooter = function() {
footer = pagedTable.querySelectorAll("div.pagedtable-footer")[0];
footer.innerHTML = "";
return footer;
};
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var pageLink = document.createElement("a");
pageLinkClass = idxPage === page.number ? "pagedtable-index pagedtable-index-current" : "pagedtable-index";
pageLink.setAttribute("class", pageLinkClass);
pageLink.setAttribute("data-page-index", idxPage);
pageLink.onclick = function() {
page.setPageNumber(parseInt(this.getAttribute("data-page-index")));
renderBody();
renderFooter();
triggerOnChange();
};
pageLink.appendChild(document.createTextNode(idxPage + 1));
return pageLink;
}
var renderFooter = function() {
footer = clearFooter();
var next = document.createElement("a");
next.appendChild(document.createTextNode("Next"));
next.onclick = function() {
page.setPageNumber(page.number + 1);
renderBody();
renderFooter();
triggerOnChange();
};
if (data.length > page.rows) footer.appendChild(next);
var pageNumbers = document.createElement("div");
pageNumbers.setAttribute("class", "pagedtable-indexes");
var pageRange = page.getVisiblePageRange();
if (pageRange.first) {
var pageLink = createPageLink(0);
pageNumbers.appendChild(pageLink);
var pageSeparator = document.createElement("div");
pageSeparator.setAttribute("class", "pagedtable-index-separator-left");
pageSeparator.appendChild(document.createTextNode("..."))
pageNumbers.appendChild(pageSeparator);
}
for (var idxPage = pageRange.start; idxPage < pageRange.end; idxPage++) {
var pageLink = createPageLink(idxPage);
pageNumbers.appendChild(pageLink);
}
if (pageRange.last) {
var pageSeparator = document.createElement("div");
pageSeparator.setAttribute("class", "pagedtable-index-separator-right");
pageSeparator.appendChild(document.createTextNode("..."))
pageNumbers.appendChild(pageSeparator);
var pageLink = createPageLink(page.total - 1);
pageNumbers.appendChild(pageLink);
}
if (data.length > page.rows) footer.appendChild(pageNumbers);
var previous = document.createElement("a");
previous.appendChild(document.createTextNode("Previous"));
previous.onclick = function() {
page.setPageNumber(page.number - 1);
renderBody();
renderFooter();
triggerOnChange();
};
if (data.length > page.rows) footer.appendChild(previous);
var infoLabel = document.createElement("div");
infoLabel.setAttribute("class", "pagedtable-info");
infoLabel.setAttribute("title", getLabelInfo());
infoLabel.appendChild(document.createTextNode(getLabelInfo()));
footer.appendChild(infoLabel);
var enabledClass = "pagedtable-index-nav";
var disabledClass = "pagedtable-index-nav pagedtable-index-nav-disabled";
previous.setAttribute("class", page.number <= 0 ? disabledClass : enabledClass);
next.setAttribute("class", (page.number + 1) * page.rows >= data.length ? disabledClass : enabledClass);
};
var measuresCell = null;
var renderMeasures = function() {
var measuresTable = document.createElement("table");
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<h1 class="title toc-ignore">The Interdisciplinarity of Economics</h1>
<h3 class="subtitle">Technical Appendix</h3>
<h4 class="author">Alexandre Truc, Olivier Santerre, Yves Gingras,
François Claveau</h4>
<h4 class="date">July 2023</h4>
</div>
<p>This document is the accompanying technical appendix to the article
of the same name to be published in the <em>Cambridge Journal of
Economics</em>. The R code used for our analysis is embedded in this
file.</p>
<div id="preparatory-work" class="section level1" number="1">
<h1><span class="header-section-number">1</span> Preparatory work</h1>
<p>We load relevant packages:</p>
<pre class="r"><code>require(data.table)
require(ggplot2)
require(tidyr)
# require(plyr)
require(knitr)
require(RMySQL)
# require(ineq)
# require(grid)
require(dplyr)
# require(data.tree)
require(ggrepel)
require(xtable)</code></pre>
<p>Unfortunately, we cannot share our data because they are proprietary
(from Clarivate’s Web of Science). Most of our analysis will use a data
table with 79 million lines, where each line corresponds to one
reference having a SSH article either as the citing or the cited
document. Furthermore, we have a MySQL database with more data. We
define our connection to this MySQL database here:</p>
<pre class="r"><code>source("connection_info.R") # file with the connection info (usr and pswd)
ESH <- dbConnect(MySQL(), user=usr, password=pswd, dbname='OST_Expanded_SciHum',
host='127.0.0.1')</code></pre>
<p>We create our disciplinary categories based on the NSF classification
while aggregating some fields:</p>
<pre class="r"><code># Discipline names:
discipline_info <-
fread(paste0(
path_to_discipline_info,
"Liste_Discipline.txt"))
discipline_info <- discipline_info[,list(Code_Discipline, EGrande_Discipline,
EDiscipline, ESpecialite)]
# We create a new column aggregating some specialties into disciplines
# Everything that is Psychology and below is
# aggregated from the specialty to the Discipline:
i <- discipline_info[EDiscipline=="Psychology", max (Code_Discipline)]
discipline_info[Code_Discipline <= i, discipline := EDiscipline]
# Everything that is Humanities is aggregated
i <- discipline_info[EDiscipline=="Humanities", max (Code_Discipline)]
discipline_info[Code_Discipline <= i, discipline := EDiscipline]
#Everything that is Arts is aggregated
i <- discipline_info[EDiscipline=="Arts", max (Code_Discipline)]
discipline_info[Code_Discipline <= i, discipline := EDiscipline]
#Everything that is Earth and Space is aggregated
i <- discipline_info[EDiscipline=="Earth and Space", max (Code_Discipline)]
discipline_info[Code_Discipline <= i, discipline := EDiscipline]
#Everything that is Biology is aggregated
i <- discipline_info[EDiscipline=="Biology", max (Code_Discipline)]
discipline_info[Code_Discipline <= i, discipline := EDiscipline]
#Everything that is Mathematics is aggregated
i <- discipline_info[EDiscipline=="Mathematics", max (Code_Discipline)]
discipline_info[Code_Discipline <= i, discipline := EDiscipline]
#Everything that is Chemistry is aggregated
i <- discipline_info[EDiscipline=="Chemistry", max (Code_Discipline)]
discipline_info[Code_Discipline <= i, discipline := EDiscipline]
#Everything that is Physics is aggregated
i <- discipline_info[EDiscipline=="Physics", max (Code_Discipline)]
discipline_info[Code_Discipline <= i, discipline := EDiscipline]
core_socsci <- c("Economics", "Geography", "Political Science and Public Administration",
"Sociology", "Demography", "International Relations",
"Anthropology and Archaeology")
core_pro_fie <- c("Management", "Education", "Law")
core_med <- c("General & Internal Medicine", "Psychiatry",
"Environmental & Occupational Health", "Neurology & Neurosurgery")
cor_eng_tec <- c("Computers", "Operations Research")
#Aggregating social sciences
discipline_info[EDiscipline == "Social Sciences" & !ESpecialite %in% core_socsci,
discipline := "Other Social Sciences"]
discipline_info[EDiscipline == "Social Sciences" & ESpecialite %in% core_socsci,
discipline := ESpecialite]
#Aggregating professional fields
discipline_info[EDiscipline == "Professional Fields" & !ESpecialite %in% core_pro_fie,
discipline := "Other Professional Fields"]
discipline_info[EDiscipline == "Professional Fields" & ESpecialite %in% core_pro_fie,
discipline := ESpecialite]
#Aggregating clinical medicine
discipline_info[EDiscipline == "Clinical Medicine" & !ESpecialite %in% core_med,
discipline := "Other Clinical Medicine"]
discipline_info[EDiscipline == "Clinical Medicine" & ESpecialite %in% core_med,
discipline := ESpecialite]
#Aggregating Engineering and Technology
discipline_info[EDiscipline == "Engineering and Technology" &
!ESpecialite %in% cor_eng_tec,
discipline := "Other Engineering \n and Technology"]
discipline_info[EDiscipline == "Engineering and Technology" &
ESpecialite %in% cor_eng_tec,
discipline := "Computers & \n Operations Research"]
# all the rest is not aggregate and the ESpecialite becomes the discipline:
discipline_info[is.na(discipline), discipline := EDiscipline]
# Playing with some names to put on two lines:
#Cleaning Political Science name
discipline_info[discipline == "Political Science and Public Administration",
discipline := "Political Science &\nPublic Administration"]
#Cleaning Anthropology name
discipline_info[discipline == "Anthropology and Archaeology",
discipline := "Anthropology &\n Archaeology"]
# Core social science and humanities:
core_SSH <- c("Psychology","Economics",
"Political Science &\nPublic Administration",
"Sociology", "Management",
"Anthropology &\n Archaeology")
# Colors for every disciplines.
# We used Angrist's colors and added purple for Management
colors <- c("Psychology" = "#0000FF",
"Economics" = "black",
"Sociology" = "#FF0000",
"Anthropology &\n Archaeology" = "#CCCC00", "Management" = "purple",
"Political Science &\nPublic Administration" = "#228B22",
"Others" = alpha("gray",.3))
# Linetypes for every disciplines. We used Angrist's linetype and
# added dotdash for Management
linetypes <- c("Psychology" = "longdash",
"Economics" = "solid",
"Sociology" = "dotted",
"Anthropology &\n Archaeology" = "solid",
"Political Science &\nPublic Administration" = "dashed",
"Management" = "dotdash",
"Others" = "solid")</code></pre>
<p>We regroup most functions used later in the following code block:</p>
<pre class="r"><code>#Renaming Anthropology and Political Science to match Angrist et al's discipline names
renaming_ssh_angrist <- function(dt_citing_cited_journals){
dt_citing_cited_journals[Discipline_citing == "Anthropology &\n Archaeology",
Discipline_citing := "Anthropology"]
dt_citing_cited_journals[Discipline_cited == "Anthropology &\n Archaeology",
Discipline_cited := "Anthropology"]
dt_citing_cited_journals[
Discipline_citing == "Political Science &\nPublic Administration",
Discipline_citing := "Political Science"]
dt_citing_cited_journals[
Discipline_cited == "Political Science &\nPublic Administration",
Discipline_cited := "Political Science"]
dt_citing_cited_journals
}
#Recategorizing journals to match Angrist et al's categories
renaming_business_angrist <- function(dt_citing_cited_journals, dt_angrist_journals){
dt_citing_cited_journals[citing_code_revue %in%
dt_angrist_journals[angrist_disc == "Accounting"]$Code_Revue,
`:=` (citing_discipline = 201, Discipline_citing =
"Accounting")]
dt_citing_cited_journals[cited_code_revue %in%
dt_angrist_journals[angrist_disc == "Accounting"]$Code_Revue,
`:=` (cited_discipline = 201, Discipline_cited =
"Accounting")]
dt_citing_cited_journals[citing_code_revue %in%
dt_angrist_journals[angrist_disc == "Finance"]$Code_Revue,
`:=` (citing_discipline = 202,
Discipline_citing = "Finance")]
dt_citing_cited_journals[cited_code_revue %in%
dt_angrist_journals[angrist_disc == "Finance"]$Code_Revue,
`:=` (cited_discipline = 202,
Discipline_cited = "Finance")]
dt_citing_cited_journals[citing_code_revue %in%
dt_angrist_journals[angrist_disc == "Marketing"]$Code_Revue,
`:=` (citing_discipline = 203,
Discipline_citing = "Marketing")]
dt_citing_cited_journals[cited_code_revue %in%
dt_angrist_journals[angrist_disc == "Marketing"]$Code_Revue,
`:=` (cited_discipline = 203,
Discipline_cited = "Marketing")]
dt_citing_cited_journals
}
adding_disc_name_to_dt_citing_cited <- function(dt_citing_cited_all)
{
dt_citing_cited_all <- merge(dt_citing_cited_all,
discipline_info[,list(Code_Discipline, discipline)],
by.x = "citing_discipline", by.y = "Code_Discipline")
setnames(dt_citing_cited_all, "discipline", "Discipline_citing")
dt_citing_cited_all <- merge(dt_citing_cited_all,
discipline_info[,list(Code_Discipline, discipline)],
by.x = "cited_discipline", by.y = "Code_Discipline")
setnames(dt_citing_cited_all, "discipline", "Discipline_cited")
dt_citing_cited_all
}
# Set of functions adapted from
# https://gist.github.com/eliocamp/eabafab2825779b88905954d84c82b32
# on 2019-11-14
# They are used to generate two linetype aesthetics
# in the same graph with separate legends:
#' Allows to add another scale
#'
#' @param new_aes character with the aesthetic for which new scales will be
#' created
#'
new_scale <- function(new_aes) {
structure(ggplot2::standardise_aes_names(new_aes), class = "new_aes")
}
#' Convenient functions
new_scale_fill <- function() {
new_scale("fill")
}
new_scale_color <- function() {
new_scale("colour")
}
new_scale_colour <- function() {
new_scale("colour")
}
new_scale_linetype <- function() {
new_scale("linetype")
}
#' Special behaviour of the "+" for adding a `new_aes` object
#' It changes the name of the aesthethic for the previous layers, appending
#' "_new" to them.
ggplot_add.new_aes <- function(object, plot, object_name) {
plot$layers <- lapply(plot$layers, bump_aes, new_aes = object)
plot$scales$scales <- lapply(plot$scales$scales, bump_aes, new_aes = object)
plot$labels <- bump_aes(plot$labels, new_aes = object)
plot
}
bump_aes <- function(layer, new_aes) {
UseMethod("bump_aes")
}
bump_aes.Scale <- function(layer, new_aes) {
old_aes <- layer$aesthetics[remove_new(layer$aesthetics) %in% new_aes]
new_aes <- paste0(old_aes, "_new")
layer$aesthetics[layer$aesthetics %in% old_aes] <- new_aes
if (is.character(layer$guide)) {
layer$guide <- match.fun(paste("guide_", layer$guide, sep = ""))()
}
layer$guide$available_aes[layer$guide$available_aes %in% old_aes] <- new_aes
layer
}
bump_aes.Layer <- function(layer, new_aes) {
original_aes <- new_aes
old_aes <- names(layer$mapping)[remove_new(names(layer$mapping)) %in% new_aes]
new_aes <- paste0(old_aes, "_new")
old_geom <- layer$geom
old_setup <- old_geom$handle_na
new_setup <- function(self, data, params) {
colnames(data)[colnames(data) %in% new_aes] <- original_aes
old_setup(data, params)
}
new_geom <- ggplot2::ggproto(paste0("New", class(old_geom)[1]), old_geom,
handle_na = new_setup)
new_geom$default_aes <- change_name(new_geom$default_aes, old_aes, new_aes)
new_geom$non_missing_aes <- change_name(new_geom$non_missing_aes, old_aes, new_aes)
new_geom$required_aes <- change_name(new_geom$required_aes, old_aes, new_aes)
new_geom$optional_aes <- change_name(new_geom$optional_aes, old_aes, new_aes)
layer$geom <- new_geom
old_stat <- layer$stat
old_setup2 <- old_stat$handle_na
new_setup <- function(self, data, params) {
colnames(data)[colnames(data) %in% new_aes] <- original_aes
old_setup2(data, params)
}
new_stat <- ggplot2::ggproto(paste0("New", class(old_stat)[1]), old_stat,
handle_na = new_setup)
new_stat$default_aes <- change_name(new_stat$default_aes, old_aes, new_aes)
new_stat$non_missing_aes <- change_name(new_stat$non_missing_aes, old_aes, new_aes)
new_stat$required_aes <- change_name(new_stat$required_aes, old_aes, new_aes)
new_stat$optional_aes <- change_name(new_stat$optional_aes, old_aes, new_aes)
layer$stat <- new_stat
layer$mapping <- change_name(layer$mapping, old_aes, new_aes)
layer
}
bump_aes.list <- function(layer, new_aes) {
old_aes <- names(layer)[remove_new(names(layer)) %in% new_aes]
new_aes <- paste0(old_aes, "_new")
names(layer)[names(layer) %in% old_aes] <- new_aes
layer
}
change_name <- function(list, old, new) {
UseMethod("change_name")
}
change_name.character <- function(list, old, new) {
list[list %in% old] <- new
list
}
change_name.default <- function(list, old, new) {
nam <- names(list)
nam[nam %in% old] <- new
names(list) <- nam
list
}
change_name.NULL <- function(list, old, new) {
NULL
}
remove_new <- function(aes) {
stringi::stri_replace_all(aes, "", regex = "(_new)*")
}</code></pre>
<p>Finally, a few parameters to be reused later:</p>
<pre class="r"><code>min_period = 1950; max_period = 2018
# Number disciplines in graph:
n_disc = 7
# To change the period on which we count the most cited disciplines
firstYearImpDisc = 2011</code></pre>
</div>
<div id="information-on-the-corpus" class="section level1" number="2">
<h1><span class="header-section-number">2</span> Information on the
corpus</h1>
<p>We first want general information on the journals, starting with the
number of journals per disciplines in the SSH:</p>
<pre class="r"><code># loading data
dt_citing_cited <- readRDS(paste0(path_to_project_data,
"dt_citing_cited_all.rds"))
# aggregating by SSH disciplines
dt_journals_disc <- dt_citing_cited[,
list(ID_Art, Year, citing_discipline,
citing_code_revue)] %>%
unique() %>% .[Year %in% min_period:(max_period) & citing_discipline>100] %>%
.[,list(tot_j=length(unique(citing_code_revue))) ,
by=citing_discipline]
dt_journals_disc <- merge(dt_journals_disc,
discipline_info[,list(Code_Discipline,discipline)],
by.x="citing_discipline", by.y="Code_Discipline")
dt_journals_disc <- dt_journals_disc[citing_discipline<200,
list(Number_of_journals =sum(tot_j)),
by=discipline]
# Note taht "<200" is there to remove "Unknown"
dt_journals_disc <- dt_journals_disc[order(-Number_of_journals)]
pos_core_ssh <- which(dt_journals_disc$discipline %in% core_SSH)
pos_other_ssh <- which(! 1:nrow(dt_journals_disc) %in% pos_core_ssh)
dt_journals_disc[c(pos_core_ssh,pos_other_ssh)]</code></pre>
<div data-pagedtable="false">
<script data-pagedtable-source type="application/json">
{"columns":[{"label":["discipline"],"name":[1],"type":["chr"],"align":["left"]},{"label":["Number_of_journals"],"name":[2],"type":["int"],"align":["right"]}],"data":[{"1":"Psychology","2":"721"},{"1":"Management","2":"459"},{"1":"Economics","2":"384"},{"1":"Anthropology &\\n Archaeology","2":"219"},{"1":"Political Science &\\nPublic Administration","2":"195"},{"1":"Sociology","2":"160"},{"1":"Humanities","2":"1760"},{"1":"Health","2":"632"},{"1":"Other Social Sciences","2":"608"},{"1":"Arts","2":"390"},{"1":"Education","2":"364"},{"1":"Other Professional Fields","2":"342"},{"1":"Law","2":"232"},{"1":"Geography","2":"112"},{"1":"International Relations","2":"88"},{"1":"Demography","2":"33"}],"options":{"columns":{"min":{},"max":[10]},"rows":{"min":[10],"max":[10]},"pages":{}}}
</script>
</div>
<pre class="r"><code># Saving journal numbers
tot_j_ssh <- dt_journals_disc[discipline != "Unknown",Number_of_journals] %>% sum()
# also for NSE journals:
n_journals_NSE <- c(
dt_citing_cited[Year %in% min_period:(max_period) &
citing_discipline<=100,unique(citing_code_revue)] ,
dt_citing_cited[Year %in% min_period:(max_period) &
cited_discipline<=100,unique(cited_code_revue)] ) %>%
unique() %>% length()
rm(dt_citing_cited,dt_journals_disc)</code></pre>
<p>The total number of journals in the SSH is 6699. Their number
increases through time as the following figure shows:</p>
<pre class="r"><code>dt_citing_cited <- readRDS(paste0(path_to_project_data,
"dt_citing_cited_all.rds"))
#Plotting the number of journals per year in the corpus
dt_citing_cited <- dt_citing_cited[between(Year, min_period, max_period),]
dt_citing_cited <- dt_citing_cited[between(citing_discipline,101,200),
list(ID_Art,Year, citing_discipline,
citing_code_revue)]
nb_journals <- dt_citing_cited[, list(Year, citing_code_revue)] %>% unique()
nb_journals <- nb_journals[, rev_total := .N, by = Year]
ggplot(nb_journals, aes(x=Year, y=rev_total)) + geom_line(lwd=1.25) + theme_minimal() +
xlab("") + ylab("Number") +
ggtitle(
"Number of SSH journals per year in the corpus"
) </code></pre>
<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABUAAAAPACAMAAADDuCPrAAADAFBMVEUAAAABAQECAgIDAwMEBAQFBQUGBgYHBwcICAgJCQkKCgoLCwsMDAwNDQ0ODg4PDw8QEBARERESEhITExMUFBQVFRUWFhYXFxcYGBgZGRkaGhobGxscHBwdHR0eHh4fHx8gICAhISEiIiIjIyMkJCQlJSUmJiYnJycoKCgpKSkqKiorKyssLCwtLS0uLi4vLy8wMDAxMTEyMjIzMzM0NDQ1NTU2NjY3Nzc4ODg5OTk6Ojo7Ozs8PDw9PT0+Pj4/Pz9AQEBBQUFCQkJDQ0NERERFRUVGRkZHR0dISEhJSUlKSkpLS0tMTExNTU1OTk5PT09QUFBRUVFSUlJTU1NUVFRVVVVWVlZXV1dYWFhZWVlaWlpbW1tcXFxdXV1eXl5fX19gYGBhYWFiYmJjY2NkZGRlZWVmZmZnZ2doaGhpaWlqampra2tsbGxtbW1ubm5vb29wcHBxcXFycnJzc3N0dHR1dXV2dnZ3d3d4eHh5eXl6enp7e3t8fHx9fX1+fn5/f3+AgICBgYGCgoKDg4OEhISFhYWGhoaHh4eIiIiJiYmKioqLi4uMjIyNjY2Ojo6Pj4+QkJCRkZGSkpKTk5OUlJSVlZWWlpaXl5eYmJiZmZmampqbm5ucnJydnZ2enp6fn5+goKChoaGioqKjo6OkpKSlpaWmpqanp6eoqKipqamqqqqrq6usrKytra2urq6vr6+wsLCxsbGysrKzs7O0tLS1tbW2tra3t7e4uLi5ubm6urq7u7u8vLy9vb2+vr6/v7/AwMDBwcHCwsLDw8PExMTFxcXGxsbHx8fIyMjJycnKysrLy8vMzMzNzc3Ozs7Pz8/Q0NDR0dHS0tLT09PU1NTV1dXW1tbX19fY2NjZ2dna2trb29vc3Nzd3d3e3t7f39/g4ODh4eHi4uLj4+Pk5OTl5eXm5ubn5+fo6Ojp6enq6urr6+vs7Ozt7e3u7u7v7+/w8PDx8fHy8vLz8/P09PT19fX29vb39/f4+Pj5+fn6+vr7+/v8/Pz9/f3+/v7////isF19AAAACXBIWXMAAB2HAAAdhwGP5fFlAAAgAElEQVR4nOzdd2AUdfrH8W9C7yAqAioIImJX7FhQsTMiasQGop6IiijqgYftpyhiBQ8UsGPDw65Y0fM8sIKnIiqoYKVuSAghgUDI/mb3O7N1dmZ2nme/s9n5vP9JdjIzedjdvNg6K8IIIYQ8JfweACGE6msAFCGEPAZAEULIYwAUIYQ8BkARQshjABQhhDwGQBFCyGMAFCGEPAZAEULIYwAUIYQ8BkARQshjABQhhDwGQBFCyGMAFCGEPOYToC8JIW5IXPCsEP287OgvIfbjGSlxpxf1aNqlPHVp7auX7rVtw7bdB96/2mHxKv1f903iOn8T4hz2KR3Tf+tr6n+rwq4X4im/Z0DBzkdAG36bsCCfAF3ZXp9OlKYsfaerMGt8TZXtYgCqJgCK/M5HQMXBW+ML8gnQYUK0PGd4ZfLCiZGJizofslNx5JsD1tktdgHojkIcwT13avUOUHdnSq0QO8jvACjyOz8BFZPjC/IJ0P2F+G/qsneK9D/bKRv07zZ/cJQ++gC7xQDUWwAU1bd8BbTVn7EF+QToDkLUpC7bXYhua80TD+qzf2SzGIB6C4Ci+pZ/gB64W+x2XDjvAK1NWTRfJ3F+/OTJQgyzWewC0GFnnXUT48iW1TtA3Z0pABTlT/4BesS/dWZeMRcoAnTZ9Dt+dVzJAtB/CrF9wsmpQuxpszhnTyK5Gj/xtzIDmt3vz9HuVAHK/I9FBZmPgIaHCtGpwlhgAnqSEAvMlZqKltGvNwmxKLx4xK7Ntjn4wS3h8NZH+27fdPczvoj+LApo3fMndW7cse/EhOd9tr5wdrdmHQ4ftdRcoP+x/RYe31iI2SmjrBl/ZMfG2/W+YbE8+ZT5nHrSs/A3CnFwwskvmjbtZLPYBaAJf/spA1ifB4njXx85PyonH9qh+T7nJtz+/Xnk0d2a7nDgWa+bz83FAa2eeNqezTsfOfynlH97uFSIv4XDb5y2c5POx09PeNzC1dn3ixAtNyacQ0OsN7UazfrSMM+UDP/AaDcZF09bc/2yO3q3b7732Z/bDJ/UH7cetF2Lfc96OP5CirQLIGE6yzPI6gKyOZNRAecnoKXbCXGlscAJ0Geay7+bYzetPkx+V3xf5GcRQMtOMP6oOn1gbrpwH2NR8bDNcknkj+KOyJIUQKe3NtZseF30Zqc1oBOFaFOd/s/IsDgrQFMHyAyoOX7El597yY2KRhorVp9fbE7e47vYb5WAzuhg/ooRCS98iBTxYd3pxk97fm0udnn27SfEG+b33YV4z3pTq9GsL41EQNP+gUapgH62o7Egtp7FBAk9YFyRRNcvw5kugITpLM8gS0Azn8mogPMT0PAz+pX8M7nAAdC7ivf61+/f/qOBfnXeR5w/Z8XHxwjRJHKLQQd0z35CbHPIfs30626TOXLLL9vqJ5ofvGuR/qXfhugi/Y/iGf3vuM0hC8KJTYhc5VsftkPkS0lkwZJp0/Q/qIemTduYuNpb+o8vTHtmKdPibABNGyAjoLHx9e8/2rHxjR+tnHeBvtGTcsUS/dume/Tdt6X+dadK87dGAX0+gsluR++l36QSNyaPofswtJ/ocNu77925sxDtFmZ39o0T4iLj2/lCdKi13tRqNOtLIwHQ9H+g0ZfTHtLPr2nTnpDrXdtGNO1z4ZERoZ/JOHxC/4iczzsfvl2E4CWZLoCE6SzPIKsLyOZMRgWcr4CGdfr2lrcSHAAtPj56j+v2yLU8estzq37r5/ZwFFAhWjyu37OvvLepfhs0+v6h9bsI0fkN/XbA2iv1P6O/R3ei/1G0ExcvS5njU53kI7/S1/z9In0/U+VCi8dAN3XVf9zrsdQX12dYnAWgVgNkADQ2vv59z/bzot+OFmKv6Ddf6FtfV6Z/U/1wQyHeNH9rBNAt+k2jkyN3Z1edoUOWzL3uQzOx/5rIt5X9hTigNquz7wch2hvn1HVCXJ1hU6vRrC+NBEDT/oHxkh4DFeLMCMnfdBHioHCm4eO9o29wxQr9m9c6CXFCpgsgYTrLM8jiArI7k1EB5y+gv+g3G8dHFzgA2vTX6HcV+nW8j/zh40KcFzYAfVsuirwoc0Lkm//Tb+kYLy56TIhG0ce2In9s16fNod+QPXST/PYy/TaUvOJbABp+rWH03tlR4z6vdV4cAbRT14RaZgTUaoAMgMbGj3z/kPy2qqFoEP2v5QYhBsZ/LJ/LNgCdK8S28ub0xm2E+F/SGKWR6X+V31fr/+7nI9+4P/v0u9n/jn5Tp9+R/jLDplajWe8uAdC0f2C8ZECN8/Xf+t2PLZmGj7eHEFfJ7z7TL7kIkVYXQMJ0lmeQxQVkdyajAs5fQMPjdRt/jnzjAOiZxqJOxlU4HP5EiL5hCeix5gZnCtFD/1Kr3xp411x2qhDjIl8jtyqS7pVH+knf+j/G96t1zGdFv7MCNPzhduaDb2dM/c1h8SqRnjWglgNkugW6Mb7tjuZtHJ2wXyJfr+ja1XzG/cXo8x7hGKAvxV9dOfmaa75KGiPiwwXmiXvkWen+7AvfbHo01+actxrNencJgKb9A+MlAdrIuBW7tYUQqzJNEEtnttka4/uThXgkwwWQMJ3VGWR1AdmdyaiA8xnQzXsLcVzkGwdA/89YtHvk+dloi+KAxv5gFuonVobDC/S/v9hvesHYsf5HMShtjEcTn0Ufbj6lZQloeONzJzQxMCw+5R3bxe4BtRwgA6CDErY9z/z+0DRfwo+kADpfiOYL0/890SI+zDNPVBSJxjXZnH3hb/RV6yLfXCkvIstNrUaz3l0CoDb/wCRATzWX7iEBtZ9AvzF8mfn9O8OHv5rhAkiYzuoMsrqA7M5kVMD5DGj4s2IhZoQdATUenYwAGpLfJQBaFtttOyHeD4cfSvj7i9zEiL60SP+jGJ02xvD4ywCi9/gOjX5jDahe9ZwxvY0nlEfV2ix2/xio5QAZAB2dsO3N5vdpvqx9oWMKoNX6zfZmoz61/CdFfIi9kypy+35+Nmdf9Ln3yD332u2FiLx6x3JTq9Gsd5cAaOZ/YDKg15pL95KA2k+g319/LHlnlhdAwnRWZ5DVBWR3JqMCzm9Aw1cIsW3IEdBpxqLdYy8vigPaJr7bg4SYGX+li1mryI/0P4pJaWOcZTwlFe0DIbpHv8kIaKS1L91xVU+R+GeXvtg9oJYDZAB0UsK2j5rfJ/hS/sqdFx0ZfTI5GdDwB02j58Lxt3ya9voa3YeW8VN9ohu4P/uiz/FEjkr4vnE7znJTq9Gsd5cAqNU/0CgJ0CnmUgPQTBPIekX/g03M8gJImM7qDLK8gGzOZFTA+Q5oRafoK7AJgO4e3+1pQjweDo9I+SMqitzLvD719TDGb3s2duJHnfLoN7aARqp7WIgG32Ze7B5QywEyAPpkyrbRYr4sPLWB/Ne22D8V0PCyMxvKn3W4IeV1PboPXeKn9LPv6WzOvugz7D31LxcL8WDkpOWmVqNZ7y4B0PR/YCzrdyIZgFpPYKZfst8l78zyAkiYzuoMsn4daOYzGRVwvgMaflm/zn1gBejm4qxvgR4QfXPoGCFOnpZYhEPLt/0l3f74WIiu0W/SAf2gadPdkxacFn3VTobFXm+BmgNYnQeJ41v58m7kgdhOA2565suNr6UBqt9AfvacjtG/7p3/ShpD96FxnJh9hXgpm7NPbychfgjXtBUNInpZb2o1mvXuGAC1nCBWt7TjbFleAAn7tTqDLC+gcOYzGRVw/gMaUWfXjRaALhHuAE14jKq1EJ9Fnyw9N+03Wv7JDhdiROzEk0L0jn6TDug3+k2ZpOOD3hF9+iLD4uweA00fwOo8cAB0Q3shjjPeWmMFaKRfJu+nz3VK0hiRh/iWx061jPri/uzTu0aIO8JvCHFi9JTVppaj5QxQy+FjHSRvQSZkeQEkA5p2BlleQEZWZzIq4PIA0D/0q+XYBEDNdz+/4RbQN809/U+/ubApHJ4jxL5pv9HyT3a6EIfFTowU4tLoN+mAVjYW4sPEBZdGx82wOAtALQewOg8cAH1eiF7Gqxkjr5BNArRm0ybzYTl9tUZJb2+M+PCyeWK+EA0qszn7wtHXL/UOn2e6ZLWp5Wg5A9Ry+FjDEl5a/1X//uMyXAApgKaeQVYXkN2ZjAq4PAA0PEm/xo2OA2peX091C2jsL0CT7y6pbCqKvzCX3diy5f2Rr5Z/sotF/D7dmhbmw2EWj4EeL0SfLfGTNbvK9+tlWOweUMsBrM4DB0DHCTHcXHReCqCnJDxh00yI3xPHiPhwkHlCk09Cuz/79LbqZ9aPLUVzeUPcalPL0XIGqOXwsWYK0c48fM110fdwWF4AKYCmnkFWF5DdmYwKuHwAdKt+z6qRAejFQlwsl34s3AJqPmWr/3nI+6z6DcF9jRdiL2khGkTvgln/yR6tzyFvLWy9OPZeEgtAZ+u7HhR7bqDufP2myA+ZF2fxVk6rAazOAwdAH4m/2+c9/WbxJeZvjZwd+tnXx3gY73shGia9fj3ig3hCfv+2+a37s0/vcv0fEP/XWWxqORoR0A7pZ4QBqOXwsTZtF/ssw7+2jT7cY3kBpACadgZZXEB2ZzIq4PIB0PDX0ecvo4A+JETRtMg18YXmoo07QIv1m31rw+Gqsfo++kavxL+2FmKPufo3W9/oYB5lzfpPdq6+cb/v9W/+PFnEPmLE6ln4yAF5dr7nszX6H+GyKZHXK11nszgLQK0GsDoPHADV71w2ir6fYP29kaMN7bbF+K0RQCPKXx59rex/ugtxWtIYUR/EzeWRg7E1FWLPmuzOvnD0pT8Jj6JYbGo5GhHQJtVpQ5mAWg0f72F9gusj16Cv9tehjdzptroAUgFNPYMsLiC7MxkVcHkBqDwqRBTQUGf9u14XlHQRYsTp7gD9Wzf9+tzroMhf507Guylfjojcrk+fyBHGjtxo/gorAe6M/OZtjtop8qXEuAlhBWj1MfI1Kq3ay6/n1doszuZoTBYDWJ0HDoDW6fcqxcFDL+nbRoihOgnbDA7HAN16sP6zJr2PPzzyFHGbn5PG0H3o1Cty9h0cOVRSm6+zPft0ziL/8vaxx/zSN7UcjQJouK2+vysuDlsDajV8QudEzudux/Qo0m85ynesW1wAyYCmn0EWF5DdmYwKuPwAtKqrCWh47raSInF1rUtAb/jJPADkwbHD+7zb2VhUPNj4fPdMAjzc0lgzdjRI69eB1k4wDxup1/Ep28VZHQ/UYgCL88DpZUxr9jU22fbxyPsqo4cwMp+FN4+gqndYyqtXdR92X2n+uEfsLdzuz75w+BJ9tSviJ9M3tRqNBOiFkZ21DWcA1GKChGpHGa9JFV3MQzCnXwDJgFqcQRYXkM2ZjAq4/AA0+vCS8bblipuO6NBsl/M/Dodn3XF3dEkGQIsiB3ZYf8cd/w5vnHpkh8Y7nfZ8wntAqh8+eccmnfpe8YO5IKMAq+88YodG7fcfHT9uT4YX0lc9deGe2zZq3vGQK9/YYr84uyPSpw9gcR5kBLSoWPqy9amTezTZ4ZgH10W+PfuSx8IJL2Pa+vIFh+/UZKcjh6Z92GjEh/DWGSfs0HiH46Ztii93f/ZFL7pPEk6nbWo1WhaAmv/AeJXXdW3S4chwJkAtJkjs++v2bttoh5Onx2+cpl0AKYBanEHpF5DNmYwKOJ8ADXyZQVJaadIbuTz1mRBd65xXq6cxnEGokAOg/lQ4gF5e0EdgB6DINgDqT6MKBdBN7SJv5izYACiyDYD6U4k8ip/f0X2YIsT+PLPkZQAU2QZAfWluMyE+9XuIMNWHzb9vmtcm7RCbBRUARbYBUB+6MPJSxU5VzivmPJoP0beBiV23OK9ZbwOgyDYA6kORD+vd8TO/p4jEAGj7An4EFIAihwCoD8288o6XCuF4PZVX7n/g1Sv8ngIh/wKgCCHkMQCKEEIeA6AIIeQxAIoQQh4DoAgh5DEAihBCHgOgCCHkMQCKEEIeA6AIIeQxAIoQQh4DoAgh5DEAihBCHgOgCCHkMQCKEEIeq0eAblzn9wROlZdX+D2CQ3XlNX6P4FB1eXm+H6B5Q6XfEzhUW16+we8ZHNpSbvXJ4flUZXn5Vue16hOgVaV+T+BUKFTm9wgO1YU2Oa/ka5WhUL4fKnV9vv9PXhsK5fv/5JtD+f7f5LpQCIAqDoDSA6D0AChDAFR9AJQeAKUHQBkCoOoDoPQAKD0AyhAAVR8ApQdA6QFQhgCo+gAoPQBKD4AyBEDVB0DpAVB6AJQhAKo+AEoPgNIDoAwBUPUBUHoAlB4AZQiAqg+A0gOg9AAoQwBUfQCUHgClB0AZAqDqA6D0ACg9AMoQAFUfAKUHQOkBUIYAqPoAKD0ASg+AMgRA1QdA6QFQegCUIQCqPgBKD4DSA6AMAVD1AVB6AJQeAGUIgKoPgNIDoPQAKEMAVH0AlB4ApQdAGQKg6gOg9AAoPQDKEABVHwClB0DpAVCGAKj6ACg9AEoPgDIEQNUHQOkBUHoAlCEAqj4ASg+A0gOgDAFQ9QFQegCUHgBlCICqD4DSA6D0AChDAFR9AJQeAKUHQBkCoOoDoPQAKD0AyhAAVR8ApQdA6QFQhgCo+gAoPQBKD4AyBEDVB0DpAVB6AJQhAKo+AEoPgNIDoAwBUPUBUHoAlB4ATW/RhHvnugExFgBVHwClB0DpAdDUvi8pEkK0Hzxrg+tNAKj6ACg9AEovAIDW/e+djxetqHG38uJzi4VRq7Ofd3npAVD1AVB6AJRewQO6Ydqe0sOWXQ444Zwrb5709Fuf/5zparNsaAORWOMTp61w8TvyGdB15V5aG/K0mcJCoVK/R3AqVOb3BA6VhvJ/xPy/lPP+ilhGuJR/HLONsKhJ37t+SF/5+8uaWKzbc8wXTr9FvyJaLk+51esLoBsqvVQe8rSZwvTrrd8jOBVa5/cEDpXpt578nsGhsrV+T+DQ+lAo30es8Hwpv6U1sBBRVtT75k+TVv7lcis+o/W6/lfb37M2FFpvtTzlhi7uwjOGu/D0cBeeXuHeha96ZO+Mehp1GfG+eSMx9PfmNis2CNn+qny+C+8tAEoPgDIEQOl5AvS30Zb33dNqffYza8Ph8ptaJS1tlbJWX/tfBkDVB0DpAVB6hQnof87MfN89rYZ9R7ZNWtD7ra2fju6RuGSS/a8DoOoDoPQAKL0CBLTisX1TiGy6o93985T2fqUuuptFdxxYZC771f43AlD1AVB6AJRegQG66aObDmuYIuKO40PhcPWf3/77pWl3XjtU67P7djZ89pyZQOEfk4+L7mx/h98KQNUHQOkBUHoFBOjWBZNKWqeJ2HtG+nXkt+n9G1vy2WV66q8qmzW4lbjd4TcDUPUBUHoAlF6hAPrjlIHt0kFsMvSrDOuv+9f5ac8y7TTd8upU9eoyh18OQNUHQOkBUHqFAOhfM4Z0tro92emO1Xabbfno2l0T1u74T8/XdwCqPgBKD4DSq++ALp0xbI8iKz0t77unbz6pn3zItP2EKu8TAlD1AVB6AJRePQa06j93nmpxt13edx883+3u1zxxxs77jl9PmRCAqg+A0gOg9OopoCtfGnVIowx4igYHjV+ldEIAqj4ASg+A0quHgP46bXD3THYK0evKV5T/ZQFQ9QFQegCUXr0DdOOVxRnx3PHCp5f7MSEAVR8ApQdA6dU3QH8/JAOerfpNWFDn04QAVH0AlB4ApVfPAH3d8lmjFifevSCrDzFiDoCqD4DSA6D06hWgW0anv2KpU8mkL/3+1E4Aqj4ASg+A0qtPgK7ul4Jnt8HTF/k7mwyAqg+A0gOg9OoRoB93TLCzeZ8xb6z1ebBYAFR9AJQeAKVXbwCtGx8/xGe7++b7fa89KQCqPgBKD4DSqy+Arjsjfutz/6V+j5QSAFUfAKUHQOnVE0C/6hb3c3C13xOlBkDVB0DpAVB69QPQGc1ifDZ73O950gOg6gOg9AAovfoA6J9D4zc/ey70exyLAKj6ACg9AEqvHgC6qFfcz4F5eX4CUPUBUHoAlF7+A/p8yxifTab4PYx1AFR9AJQeAKWX94A+E3/zUZcv/R4mQwBUfQCUHgCll++ALop/IPEpefPC+dQAqPoAKD0ASi/PAa3ay+SzwZ1+HWvJOQCqPgBKD4DSy3NA/2b6ud37fo9iEwBVHwClB0Dp5TegM00/j/LlQMluA6DqA6D0ACi9vAb059aGn33z6q3vaQFQ9QFQegCUXj4Dutk8+vx2eX37E4D6EQClB0Dp5TOgVxt+Fr3q9yQOAVD1AVB6AJReHgM623wF6FX5fQcegPoRAKUHQOnlL6B/tjf8PHA5AFUdAKUHQBkCoF7bcoThZ9ufQgBUdQCUHgBlCIB6baz5CqaZmwGo8gAoPQDKEAD12L/ND/C4MgxA1QdA6QFQhgCot1abHyC3dzUA9SEASg+AMgRAPbX1eMPPFj+GAagPAVB6AJQhAOqpO8wHQJ8OA1A/AqD0AChDANRLnzcy/BwaOQVA1QdA6QFQhgCoh8q6GH72WB85CUDVB0DpAVCGAGj21Z1u+Nn06+hpAKo+AEoPgDIEQLNvovkA6DR5GoCqD4DSA6AMAdCsW9DE8PMsYwEAVR8ApQdAGQKg2VbZ0/BzZ/MjkACo+gAoPQDKEADNtsGGn42/MJcAUPUBUHoAlCEAmmU/mcewuz+2CICqD4DSA6AMAdAsM19Cf2r8MzgBqPoAKD0AyhAAzbL9pJ87huKLAKj6ACg9AMoQAM2un4wboM8mLAOg6gOg9AAoQwA0u4x78E0TZwKg6gOg9AAoQwA0u/aVgA5MXAZA1QdA6QFQhgBoVpn34J9PXAhA1QdA6QFQhgBoVt1pcQ8egPoQAKUHQBkCoFm1n8U9eADqQwCUHgBlCIBm01Kre/AA1IcAKD0AyhAAzSbLe/AA1IcAKD0AyhAAzSbjHvzpyUsBqPoAKD0AyhAAzSLzHvxzyYsBqPoAKD0AyhAAzaLx0s8mKQMBUPUBUHoAlCEAmkX7S0AHpCwGoOoDoPQAKEMA1H3mPfhnU5YDUPUBUHoAlCEA6r67jHvwqWcZAFUfAKUHQBkCoO47QAJ6WupyAKo+AEoPgDIEQF23zDgW/TOpPwCg6gOg9AAoQwDUdRMy3IMHoD4EQOkBUIYAqOt6Z7gHD0B9CIDSA6AMAVC3ZbwHD0B9CIDSA6AMAVC3ZbwHD0B9CIDSA6AMAVC3GffgtfSfAFD1AVB6AJQhAOoy8x780+k/AqDqA6D0AChDANRld0s/G1v8VQBQ9QFQegCUIQDqsgMloP0tfgRA1QdA6QFQhgCou3417sHPsPgZAA2Hfxp4k/xm9YNDz7hk6jqnE9QAKD0AyhAAddc9me/BA1D9anSJJgFdNkjTBmvakNX2J8gBUHoAlCEA6q6DMt+DB6Dhuts0A9BR2m3l4TXXauPsT5ADoPQAKEMA1FV29+ABaPhf2lUS0CXa0Br9S8WZA0rtTtADoPQAKEMA1FXGPfhGln8TgQf02wH/+K8E9CHtkeiS8dqLdifoAVB6AJQhAOoq4x78qZY/DDqgay8YXPaJBHSs9kV00Wxtot0JegCUHgBlCIC66Q/jHvxTlj8NOKC1YwYsDBuADtcWR5fN026xO5FY1QYvlYc8baawUKjU7xGcClX4PYFDZaHQer9ncKhsrd8TOKT/J1Tm9wwbjM+Db/Sn5U/X5/2lvDYUqrRangK/N0Afj9wpNwAt0ZZHly3URtidSKw0hBAq6Ixj0ffzew7uNjIA+ql2W10CoCuiC7/VhtudAKAIBadvjHvwk/0ehDsGQFcNunh9OBy/C78kunSeNtbuRGI1m7xUEfK0mcJCobV+j+DQxlCl3yM4tC4UqvJ7BofKy/yewKHqUKjc7xmMI9k1WmH946q8v5TLdCutltfSAf2vdt7lehdqZ11++e/hsdr86NK3tQfCNifo4UkkengSiSE8ieSiQySgp2T4caCfRPqvFu/n8BRNPs92nzYzbHOCHgClB0AZAqDOmc/BP5nh54EG1Mi4C79YuzTyi2oGDVhtd4IeAKUHQBkCoM7dZ9yDX5vh5wA0Bmj4Gm1KXXjLOO1O+xPkACg9AMoQAHXOuAd/cqafA9A4oEvP1s4dXaJduMb+BDkASg+AMgRAHTPvwT+RaQUAGgc0vHLikIEXT1vndIIaAKUHQBkCoI7d73APHoD6EAClB0AZAqCOHSoBPSnjCgBUfQCUHgBlCIA69adxD/7xjGsAUPUBUHoAlCEA6tQDxj34zH+xAFR9AJQeAGUIgDp1mAT0xMxrAFD1AVB6AJQhAOqQeQ/+scyrAFD1AVB6AJQhAOrQVOlnQ5s/WACqPgBKD4AyBEAdGi4BPcFmFQCqPgBKD4AyBEAdOkYCep/NKgBUfQCUHgBlCIA61FECOttmFQCqPgBKD4AyBEDtqzCeQ/rZZh0Aqj4ASg+AMgRA7ftS+tnYjkgAqj4ASg+AMgRA7XtGArqH3ToAVH0AlB4AZQiA2neTBHSg3ToAVH0AlB4AZQiA2lciAb3Bbh0Aqj4ASg+AMgRA7dvH/tM8ogFQ9QFQegCUIQBq29ZmEtBP7VYCoOoDoPQAKEMA1LZfpZ8i48GUIwFQ9QFQegCUIQBq27vSz+1sVwKg6gOg9AAoQwDUtgcloEfYrgRA1QdA6QFQhgCobVdIQC+xXQmAqg+A0gOgDAFQ246VgN5juxIAVR8ApQdAGQKgtnWWgL5huxIAVR8ApQdAGQKgdm0wDiWyxHYtAKo+AEoPgDIEQO36yvhAOftLEYCqD4DSA6AMAVC7npOA9rRfC4CqD4DSA6AMAVC7bpGAnma/FgBVHwClB0AZAqB2DZKAjrZfC4CqD4DSA6AMAVC79pOAPm6/FgBVHwClB0AZAqA21bWUgM6zXw2Aqg+A0gOgDAFQm343DiUSsl8NgKoPgNIDoAwBUJvel35u47AaAFUfAKUHQBkCoDZNloAe7rAaAFUfAKUHQBkCoDaNkIBe5BsO8wYAACAASURBVLAaAFUfAKUHQBkCoDYdLwGd4LAaAFUfAKUHQBkCoDbtLAF91WE1AKo+AEoPgDIEQDNXVSwB/cFhPQCqPgBKD4AyBEAz97X0s6HT1QyAqg+A0gOgDAHQzL0gAe3htB4AVR8ApQdAGQKgmbtNAtrfaT0Aqj4ASg+AMgRAM3eeBPQ6p/UAqPoAKD0AyhAAzVxvCegjTusBUPUBUHoAlCEAmrG6VhLQj51WBKDqA6D0AChDADRjfxmHElnttCIAVR8ApQdAGQKgGftQ+tnWcUUAqj4ASg+AMgRAM/awBPQQxxUBqPoAKD0AyhAAzdjVEtAhjisCUPUBUHoAlCEAmrETJaB3Oq4IQNUHQOkBUIYAaMa6SkBfdlwRgKoPgNIDoAwB0ExtbCABXeS4JgBVHwClB0AZAqCZWij9LN7ouCYAVR8ApQdAGQKgmZolAe3mvCYAVR8ApQdAGQKgmRonAT3FeU0Aqj4ASg+AMgRAM3WBBHSU85oAVH0AlB4AZQiAZuogCeg05zUBqPoAKD0AyhAAzVRbCehHzmsCUPUBUHoAlCEAmqEVxqFEVjivCkDVB0DpAVCGAGiGPpJ+tq5zXhWAqg+A0gOgDAHQDE2TgB7kYlUAqj4ASg+AMgRAMzRKAnqBi1UBqPoAKD0AyhAAzdApEtBxLlYFoOoDoPQAKEMANEPdJaCzXKwKQNUHQOkBUIYAqHU1xqFEvnWxLgBVHwClB0AZAqDWLTIOJVLlYl0Aqj4ASg+AMgRArXtZAtrVzboAVH0AlB4AZQiAWjdeAnqim3UBqPoAKD0AyhAAte5CCehIN+sCUPUBUHoAlCEAat0hEtCH3KwLQNUHQOkBUIYAqHXbSEA/cLMuAFUfAKUHQBkCoJatNg4l8peblQGo+gAoPQDKEAC17L/SzxYuDiUCQP0IgNIDoAwBUMselYAe4GplAKo+AEoPgDIEQC27XgJ6rquVAaj6ACg9AMoQALWsvwT0/1ytDEDVB0DpAVCGAKhlPSSgL7haGYCqD4DSA6AMAVCrNjeSgH7tbm0AqjwASg+AMgRArfpR+llU6WptAEppXbmX1oY8baawUKjU7xGcCpX5PYFDpaH8HzH/L2UfrojPSkA7u1u7LP8v5ZC1NzV5AOiGSi+VhzxtpjD9euv3CE6F1vk9gUNl+q0nv2dwqGyt3xM4tD4UUj/i7RLQY92tXZH3l/LaUGi91fKU+0e4C88Y7sLTw114er7chb9IAjrC3dq4C68+AEoPgDIEQK06XAI62d3aAFR9AJQeAGUIgFrVXgL6vru1Aaj6ACg9AMoQALWo1DiUyO/uVgeg6gOg9AAoQwDUonnSz+Zu0AkDUD8CoPQAKEMA1KLHJaD7uVwdgKoPgNIDoAwBUItGS0AHuVwdgKoPgNIDoAwBUIsGSEBvcbk6AFUfAKUHQBkCoBbtLgF9zuXqAFR9AJQeAGUIgKa3pbEEdIHL9QGo+gAoPQDKEABNb4lxKJH1LtcHoOoDoPQAKEMANL03jEOJuF0fgKoPgNIDoAwB0PTuNQ4l4nZ9AKo+AEoPgDIEQNP7mwT0crfrA1D1AVB6AJQhAJreERLQSW7XB6DqA6D0AChDADS97SSg77pdH4CqD4DSA6AMAdC0yoxDifzqdgMAqj4ASg+AMgRA0/pM+tm01u0GAFR9AJQeAGUIgKb1pAR0b9cbAFD1AVB6AJQhAJrWDRLQs1xvAEDVB0DpAVCGAGhaAyWgN7neAICqD4DSA6AMAdC09pCAPuN6AwCqPgBKD4AyBEDTfmETCeiXrrcAoOoDoPQAKEMANLWfjVcxlbveAoCqD4DSA6AMAdDUZks/d3C/BQBVHwClB0AZAqCp3S8B7et+CwCqPgBKD4AyBEBTGyYBvcz9FgBUfQCUHgBlCICmdrQE9AH3WwBQ9QFQegCUIQCa2g4S0LfcbwFA1QdA6QFQhgBoSuuMJ+F/cb8JAFUfAKUHQBkCoCl9If1snIWJAFR9AJQeAGUIgKb0tAR0zyw2AaDqA6D0AChDADSlGyWgZ2SxCQBVHwClB0AZAqApGYcS+UcWmwBQ9QFQegCUIQCa3Nb2EtCnstgGgKoPgNIDoAwB0OTmG0/Cf5/FNgBUfQCUHgBlCIAmd6f0s3M22wBQ9QFQegCUIQCaXF8J6NBstgGg6gOg9AAoQwA0qSrjYKDPZbMRAFUfAKUHQBkCoEm9Lf0sWpnNRgBUfQCUHgBlCIAmNUoCul9WGwFQ9QFQegCUIQCa1F4S0L9ntREAVR8ApQdAGQKgia0skoC+n9VWAFR9AJQeAGUIgCY2Q/rZtDqrrQCo+gAoPQDKEABN7AIJ6PHZbQVA1QdA6QFQhgBoQnUdJaD3ZLcZAFUfAKUHQBkCoAl9a7yP8+vsNgOg6gOg9AAoQwA0ofukn9u6wSYhAKo+AEoPgDIEQBM6UQJ6bpabAVD1AVB6AJQhABqvpoUE9IkstwOg6gOg9AAoQwA03ofGQ6B/ZLkdAFUfAKUHQBkCoPFukH72ynY7AKo+AEoPgDIEQOMdIAEdme12AFR9AJQeAGUIgMYqLZaAvpnthgBUfQCUHgBlCIDGekH62TDrXwdA1QdA6QFQhgBorEskoEdlvSEAVR8ApQdAGQKgsbpKQMdlvSEAVR8ApQdAGQKgZouNFzF9nvWWAFR9AJQeAGUIgJpNln62rc16SwCqPgBKD4AyBEDNTpOAnpH9lgBUfQCUHgBlCIAabWkjAZ2a/aYAVH0AlB4AZQiAGs0zHgJdmv2mAFR9AJQeAGUIgBrdKv3s6mFTAKo+AEoPgDIEQI0Ok4Be5mFTAKo+AEoPgDIEQGUVjSSgL3nYFoCqD4DSA6AMAVDZq9LPBms9bAtA1QdA6QFQhgCo7AoJ6CFetgWg6gOg9AAoQwBU1kMCepOXbQGo+gAoPQDKEACN9pvxIqaPvWwMQNUHQOkBUIYAaLRHpJ8tPF2jAKj6ACg9AMoQAI1WIgE91dPGAFR9AJQeAGUIgEbauq0EdJKnrQGo+gAoPQDKEACNNN94CPQHT1sDUPUBUHoAlCEAGulO6Wdnb1sDUPUBUHoAlCEAGqmvBHSot60BqPoAKD0AyhAA1atqIgF9ztvmQQd0wa2XlFw1eY08sfrBoWdcMnWd0wlqAJQeAGUIgOq9Lf0sWult84AD+pimDRp2unbmosiJZYM0bbCmDVltf4IcAKUHQBkCoHqjJKD7edw82ID+eFrJ5zpo92qXRD4MZZR2W3l4zbVa9KP5Mp8gB0DpAVCGAKjeXhLQv3vcPNiA/lN7NvKl5lzt13B4iTa0Rj9RceaAUrsT9AAoPQDKEAANh1cWSUDf97h9sAG9XvvW+DovHH5IeyR6Yrz2ot0JegCUHgBlCICGwzOkn02rPW4fbEC/+2pj5EvthdqScHis9kV04Wxtot0JegCUHgBlCICGwxdIQI/3un2wAY1Uu27RndqN+jfDtcXRBfO0W+xOJFbtqYpSb9upKxRa6/cIDlWF1vs9gkPloVCl3zM4VF7m9wQObdD/J8/tb6jaQQJ6p9cdVIY2cM6Tg8pCoSqr5SnwewZ0hKZpUyI3REu05dEFC7URdicSKw0hhOpvHxvv4/zI70HUt5EJ0AdvmzF+0FtRQFdEF3yrDbc7AUARKpRuk35us9rvQdTHBWikf2qfRe6oL4memKeNtTuRWM0mL1WEPG2mMP0uvN8jOLQxVOn3CA6t0+85+T2DQ+Vlfk/gUHUoVJ7b33C8BHSQ5x1U5f2lrN+F32i1vJYO6PqP5JND4U+12yJPFc2Pnnhbe8DuBD08iUQPTyIxhCeRalpIQJ/wvIdAP4lUoZ1VF/3mowigU7Snoifu02banaAHQOkBUIYA6IfGQ6B/eN5DoAENX6x9Ff06QdP/C1qsXRr5RTWDBqy2O0EPgNIDoAwB0Bukn7287yHYgL6oXbxIh/FZrSRyKIFrtCl14S3jtDvDtifIAVB6AJQhAHqABHSk9z0EG9Da0Zo26G8DtDOjH8i39Gzt3NEl2oVr7E+QA6D0AChDgQe0tFgC+qb3XQQb0HDd2zcMKblmigHjyolDBl48bZ3TCWoAlB4AZSjwgL4g/Wy03vsuAg6oLwFQegCUoaADWne6BPRIwj4AqPoAKD0AylDQAf278Rz87YR9AFD1AVB6AJShgAM6zvBTfEbYCQBVHwClB0AZCjagD5p+dqp1XjljAFR9AJQeAGUo0IA+YRxJWRQ9S9kNAFUfAKUHQBkKMqCvNDRvgE4g7QeAqg+A0gOgDAUY0PebmH7eSNsRAFUfAKUHQBkKLqCftDD9vJK4JwCqPgBKD4AyFFhAv25r+jnYjS12AVD1AVB6AJShoAL6XXvTz9PJ+gFQ9QFQegCUoYAC+ksn089+9CsRAFUfAKUHQBkKJqB/7WL6edgG+t4AqPoAKD0AylAgAV2zh+nnfhxXcgCqPgBKD4AyFERA1/U2/ey5imN/AFR9AJQeAGUogIBWHWn62X05yw4BqPoAKD0AylDwAK05yfSz8zKePQJQ9QFQegCUocABWlti+rnt90y7BKDqA6D0AChDgQN0pOln2/9x7RKAqg+A0gOgDAUN0A/MAzA1/5htnwBUfQCUHgBlKGCArtvJ8LPJ+3w7BaDqA6D0AChDAQN0iOFng1l8+wSgPgRA6QFQhoIF6GvmA6Az2HYZBqB+BEDpAVCGAgVoaAfDz0u49hgNgKoPgNIDoAwFClDzFUxdeF9ZCkDVB0DpAVCGggTos+YnIL3HtEMjAKo+AEoPgDIUIECXb2MAejXP/mIBUPUBUHoAlKHgAFp3ivkO+EqW/cUDoOoDoPQAKEPBAXSa4WfxXJbdJQRA1QdA6QFQhgID6LJWBqBjOfaWFABVHwClB0AZCgqgW482/NxjI8PekgOg6gOg9AAoQ0EB9H7Dz0YLGHaWEgBVHwClB0AZCgigPzYzAL2Tvq+0AKj6ACg9AMpQMADdcrDhZ+9cXB4AVH0AlB4AZSgYgN5m+Nl0EcNEaQFQ9QFQegCUoUAA+nVjA9BJHBOlBUDVB0DpAVCGggDopn0MP49wo0j2AVD1AVB6AJShIAA6xvCzxS8sE6UFQNUHQOkBUIYCAOinDQxAH+OZKC0Aqj4ASg+AMlT4gFbtZvh5Qh3TSKkBUPUBUHoAlKHCB3SE4ec2y5kmSguAqg+A0gOgDBU4oMumn2l+DOfzfDOlBEDVB0DpAVCGChjQiteu6CFilfCOlRgAVR8ApQdAGSpQQGsXTOjXWCS03Wr+0cwAqPoAKD0AylAhArps2pntREqv52Q4GQBVHwClB0AZKjRAt3w4ctdUPPWG5my+MAD1IwBKD4AyVFCAVr16YXsLPYXoldN/JQBVHwClB0AZKhxA184Y2NxST9H1+txelQGo+gAoPQDKUIEA+sfkYxta4tnqtClLcj0iAFUfAKUHQBkqBECXTupTZIVnce8xc2oUjAhA1QdA6QFQhuo3oJu+f/WeS3tY4Sm6XvriWkUjAlD1AVB6AJSh+gro8jnTx5Ts0cDSTtGi34QcfPRRxgCo+gAoPQDKUP4D+uOHHy9Y8O85kd6YFWnatVrPRtZyRtppxAeKPQOg6gOg9AAoQ/kNaOmLw3fLTKVFe944P1fHXMpcYQP607RpfzGPwxAApQdAGcpfQKvmjOldnA2exb1v/cGXSQsb0KlCPMU8DkMAlB4AZSg/AY28lb1JVjc9G/SZ5NvtpMIG9CMhxjCPwxAApQdAGco/QOu+uf/UllnhKVqd/byf/4zCBjR8jOio6vUM7gOg9AAoQ/kAaNXy7z956/mHx48eVnL8QT3aZENncZfjr5j4oc/XgwIHtOIYceIy3nnoAVB6AJQhXwENffTw5X07NnZ20qIdjrrk7le+y4trQIED+u5bJ4iGJw675Q4j3tE8BkDpAVCGfAK09D9TrzxmO3dUNmnbLdo+vSMd3u+EwbfP/Gq9L2NbV+CApl4evKN5DIDSA6AMqQa06vePp111bAe3tzMbHXHLm8upH2uc6woc0JYp8Y7mMQBKD4AypALQjX8seHvG/aOH9j+kawv399FF0X7XvlXJ8bnwua7AAc3LACg9AMpQjgFddN/J3bN8Sl3Wfdi/1kT3AEAZAqDqA6D0gg3ohjkju3ixU2xfMj3+rC8AZYgFUDd7UBYApQdAGcoRoHVf39XX5v3qqTXr2Ouwk84ZfsOE6f9674vfkvYEQBmiAvrXLcft0EL/6fjvGYciBUDpAVCGcgFo2b8u6ugOzhYHXnj3W4tX2V2OAJQhIqD3ykP9h8NdxSj1hxqwDIDSA6AMcQNaN3/c4RkOMpdU896DJ7y5zMVfIwBliAboBP3y2uu8CKD7CnEF62CeA6D0AChDzIAu3t+Rzu16X3DX67+4fkANgDJEAnRxkej+78jLQcPhDcNE8SLe0TwGQOkBUIZ4Af1jZ2s0m3bs3X/wyAkz3pi7NNszBIAyRAL0MtHyp7AENFx3qLiYczDPAVB6AJQhVkBXpX+6xjaDnvxmOeWDiQAoQyRA9xKjoj+M/vRhcSDfWIQAKD0AyhAnoOv2S8az+KCbP62l7hSAMkQCtIV4IfrD6E/fFq35xiIEQOkBUIYYAa0+KlHPbUumL+fYKwBliARoW/FI9IfRnz4l2vCNRQiA0gOgDPEBuvnUGJ4NDh83n+tl1wCUIRKgB4lB0R9Gf3qF2IdvLEIAlB4AZYgN0K3nm3zu8ALnNQeAMkQCdLwQL4cNQH9sLEZzDuY5AEoPgDLEBugo0882/2PaowyAMkQCdH1H0WDUnxFAa2duL5r9yTuaxwAoPQDKEBegt5h+Nvsvzw7NAChDtBfSf9lav1x3FGL/pkIUPcM6mOcAKD0AyhAToA+ZfjZ6i2V/8QAoQ8S3cv7Sz7x4O83mHCtaxTovrQ152kxhoVCp3yM4FSrzewKH1oZC5X7P4NBalkv5EfPzh4umcuwusfL8vyKW5/2lXBqy9iblBbqZj8b03V0DD9/v6EtfoLyiN0OV671UFvK0mcL0663fIzgVWuf3BA7pgOb7iGVrGXYyK3bgpQkMe0uuIhTiGDGXrcv7S1m/IlZYLU+5f4TjgTKGu/D0AnIX/tPYcebH0XeWGu7CM0Q/HuiWpe+9+1UObn96DYDSA6AMMQD6bTvTzysZBkoNgDJEBHTzP/dtGLl8m5zyHudUlAAoPQDKEB3Qn3cw/bwgF8csB6AM0QBdvm/8DWbn5snfHAClB0AZIgP6V1fzb0vLCSMAlCESoDV7CtHgvMlvz550drEQA3kn8xoApQdAGaICWrqH6efhVTwTpQRAGSIB+qAQvX+S3/6wnxCv8I1FCIDSA6AMEQGtOtz0c59ypolSAqAMkQA9XHT4y/z+j+3FqVxDkQKg9AAoQzRAa08w/dxtNddEqb8CgNIjAdpOXB0/cY3YgWckYgCUHgBliAboPaafnX9lmictAMoQCdAmIuHtm8+LJjwjEQOg9AAoQyRAlzQzD/75A9tAqQFQhkiAdhf3x0/cJbryjEQMgNIDoAxRAN16pOFn80/4BkoNgDJEAvQacVzs01NrDxWXcQ1FCoDSA6AMUQD9p+Fnkw/55kkLgDJEAnTV9mKMIWjtZaLlz3xjEQKg9AAoQwRAl5nv4JzEOE9aAJQhj4DWyhbsJHpNn18a+vKh7qLV27mYL/sAKD0AypB3QOuON/w8jPzBcXYBUIY8AirS63zoxFwMmHUAlB4AZcg7oFPNO/Dfc86TFgBliA9QIa7JxYBZB0DpBRDQmkVL6pzXyibPgP7R2viDuod1nrQAKEMeAZ1i1dxcDJh1AJResADdsmjGyD7NhNhx5Fdcu4zkGdCTDD8PzukdeADKEv1wdvkWAKUXGEA3R+xsGr8TtcetSxn2KvMK6BPGLI2/YxvFOgDKEABVHwClRwc01U6j4j6TQjwjegR0hXkM0Dt4xsgcAGWIejzQxe+9G2se52CeA6D0Ch/QT/o1SrPTrMkZLyf/82t/eeefI048+JKvs/oVHgE9zZhi/5w/SQZAGaIB+mi7xCveLqyTeQ2A0it0QKvGNMjIZ7Q2g9+I/uWWLZgxpqR3c3Nxv0+z+CXeAH3W+FUNF3jZOqsAKEMkQN9Jvta14h3NYwCUXoED+l5Xez6j7Tj8rH2bpy091v1bgzwBunpb4xfd5GHjLAOgDJEA7Ss6Tf58cTze0TwGQOkVNKBlQ4tc+Jmxw2a7fLmTJ0BLjN+yl4ILAIAyRAK0Q+MfeafhCIDSK2RA39wxHcWO/W99Y/kbg1uk/8SqvWe4en2RF0BfN35Fgy+z3zbrAChDJECbHsw7DEsAlF7hArpqsIWd5jVm3Yz+DV0R2n26i79rD4CWdjB+wZisN/UQAGWIBGiPvXmHYQmA0itYQJ/aJoHBnuff/59UQf66b39XhO4yzfEc8gDo+eZkG7Pe1EMAlCESoGOKcvtmXU8BUHoFCuhvJyYQ2On1DGt9f2PXNC87HHnJnccmL+o80eGj3rIH9E1j18VqXhAIQBkiAbquS88lvOMwBEDpFSSgWye3ivNX9DebT2qrm3t5e2O9dgeff9vMBdKZT09NfvZpu7G/2P2+rAEt72zs+GrndTkCoAzRXge6tGPjc+9+LBbrZF4DoPQKEdDFRyTY1+0Dh7Vr3rzigrFPfpLypqSvzypOIrTomGcz39nOGtCLjb1235Dlhh4DoAzRAL0h+b9k1sm8BkDpFR6gWyYlPMVePKzS6+/9ZVjK00xthmV6xXu2gH5g/DEVzfE6XJYBUIZIgD6e8kgR72geA6D0Cg7QVYckXE33/Izym5cOa5JytT/gobSHA2p/nDnmxBMnrc9iv+u7GLu7nDJdNgFQhkiA9hZ7vvbXhni8o3kMgNIrNECX7RrnrtEt1H/bX1envkOp2QUfxV5dX/3F9OGHGjd32920xmlnVUvnvTL55r/1P8h8BVOXbNQlBUAZIgHasvlfvNNwBEDpFRig33WKW3fgtwy/ffU/WqcQKnYdvzwcmnPPeXskv8u++cjfM+xj1WMjBx3Zs1XqforeY5jPXQCUIRKgrQ7nHYYlAEqvsAD9NP7iz2b3MB2kuPz27VLpa9AxdYm8xXuhxSe7r5l6bIbDmVzMM5+bAChDJEAP3J13GJYAKL2CAvSd+NNHR//EN0HNrBOLrQ1MrXjgF0lbhqYfl/FgUJ1tXl3FHQBliAToNEF6OD43AVB6hQTozMYmTq2nMn/q0e//1yUThCkdF3tmvfTR4+3eLvom74S2AVCGSIDWndY5Pz4HKTEASq+AAH0odjOx40L+Mba+d3bqc/IZOvBl/e9s7WMn2r/ZXuEdeADKEgnQ2a/2En2uuCkW72geA6D0CgfQ22I2def7tKOkSiftZUVh51OHdUhesvsdJ2U+Cn607W9SygUAZYgEaOoVgHc0jwFQeoUC6NaRsevmvitzN8znwxKflG/Q69y7318TDq9fNbWbPZjRijrsfeKQ0ROf+88PCh/+jAZAGSIBum1KvKN5DIDSKxBAN18QY+qI3Oq04cnoG0WbH3LZtM/NY4ysXxeufX6fzHIWH337E7O/Wu6fEACUIXwqp/oAKD03gFadGsPqVIcjJzH0y1Ozfkh6jVT0rZx1s4+w1vPIyStyPpJDAJQhAKo+AErPBaDlcbouyPknXFpkvhf+v6ekfoRI8REPLvdhoNQAKEMAVH0AlJ4zoKv2i4F1pZurOHvxg4ksHJz43Pset+bo6axsA6AMkQD9Lbn8YAGA0isAQH/tERNLyedjpJd4NKZlI5uZetoeQ1RpAJQhzmfhr+EdzWMAlF79B3Rh7H2VxQ+pmiml5MPZrRi9U5ND78v0xnhfAqAMAVD1AVB6DoB+2c68UjaeqWymlDx9rLHKAChDJEBfM3p50uXtxIl/4nB27gKg9OwBXR47/FLzt9XNlBIApVfggCZUcak4mfmdxh4DoPTqOaDVB5p+tlPz8WyWAVB6wQE0XHuMeJQ+DkMAlF79BnTrGaafnb5TOVNKAJRegAANPyP6kKfhCIDSq9+A3mT6ucvPKkdKDYDSCxKgX4v25Gk4AqD06jWgM83XrfdapXSk1AAovSAB+ppoSZ6GIwBKrz4D+pX5gUXbMB492UsAlF6AAN18uDiAPg5DAJRePQZ0xY6Gn42cPvo91wFQegUO6EuxXrx/XyFG847mMQBKr/4CWn2w+QDow6pHSg2A0itwQJNfR799frAAQOnVW0DrzjWvjSOUj5QaAKUXIEBb9f+TdzKvAVB69RbQ2AHo+/n/hwdA6RU4oKvirc6PV9GHAShH9RXQl80PQOoWUj9SagCUXoEDmpcBUHr1FNCvzQ8wbr3Ih5FSA6D0AKj6ACi9+gnoqp0MPxvM9mOk1AAoPQCqPgBKr14CuvEw8wHQB30ZKTUASq9gAW1rWS4GzDoASq9eAnqJ6edFvkyUFgClV7CACstyMWDWAVB69RHQu8xr4RE1/oyUGgClV7CAXpDaMQDUdQCUXhqgbzcw/Oy6xqeRUgOg9AoW0JS2/rO1EC3uY5mIGgClV/8A/b6N+XrkhX6NlBoApRcQQBdEDmA7IE8+7wWA0qt3gK7pmldPwEcDoPQCAej6q/V7Tzu9yjURNQBKr74B+rp5BBFxr38jpQZA6QUB0Jc76//vj6pkm4gaAKVXvwBdNTj2NOYQP2dKCYDSK3xAfztVv9oe/DXjRNQAKL36BGjdY7FP4BR98mlsAEqv0AHdck9zIdo85GYPygKg9OoRoEv7xV9G18XfQ9CnBEDpFTign+ytX2sHreSdiBoApVdvAN18V7O4ny2/8XuqpAAovYIGtGxYkRDd3+WeiBoApVdfAJ2/b8LbOHby8SOMrQKg9AoZ0Ge3F6LxjRvZJ6IGQOnVD0CrxzSI81k0LN8wAKD0ChfQn47Tr7RH/ZCDiagBUHr1AtAPdku4+dnjI78nSguA0itYm1HsIQAAIABJREFUQG9rIkT7J3IxEDkASq8eAPrzkKI4n43G5OG8AJRewQIaudZ2OzC1XAyYdQCUXv4D+nT7hJufh3/v9zhWAVB6BQ1oerkYMOsAKL18B3TrsIRrXeuH8+pldLEAKL2CBfRQy3IxYNYBUHr5DuhtCX72/8PvaTIEQOkVLKAu++PeEWddNv5HeWL1g0PPuGTqOqcT1AAovTwH9IP4s+8dZvg9TMYAKL2AA/rh6drAYWdqp0Wv5MsGadpgTRuy2v4EOQBKL78B/WPb2GuXBufxhQ1A6QUb0LJB2lNbwlvfPl37TD81SrutPLzmWm1c2PYEOQBKL68B3Xy46Wf3OX7PYhcApRdsQF/U/hH9OlO7NRxeog2NfNRCxZkDSu1O0AOg9PIa0OGmn9fl37s4EgOg9IIN6H2aPLrtUu38cPgh7ZHoifHai3Yn6AFQevkM6HOmn+f6PYlDAJResAF9dZp8gvQbbVg4PFb7InpitjbR7gQ9AEovjwFd2Nzws1e++wRA6QUbUKOasZGbmMO1xdFT87Rb7E4kVu2pilJv26krFFrr9wgOVYXW+z1Chlb3NA+99Gml37M4VF7m9wQObdD/J/d7BocqQxv8HsGhslCoymp5CvwEQNdep12s/19coi2PnlyojbA7kVhpCKGk1vQ3n39/0u9RELIp5fF5z4BufOFsbUTkiKEl2orogm+14XYnACiy6UbzAdBr/J4EIbuYAJ03RDvnxdrId8O1JXKJNtbuRGKbNnqpotTTZgrT78L7PYJD1aFKv0ew7N2Ghp9Hrw2FNvg9jUPlZX5P4FCVfhfe7xkc2hCq8nsEh/S78NVWy2s5AK0Zrw2cYXzc3FhtfvTr29oDdifo4Ukkenn6JNLKjoafHVekfi58HoYnkegF+0mk2tu0K5aaJ6ZoT0W/3qfNtDtBD4DSy09ANx9hHr1uburnwudjAJResAH9UBtdEzuxWLs08otqBg1YbXeCHgCll5+AXmU+ADo59XPh8zIASi/YgI7Svtosi5wL12hT6sJbxml3hm1PkAOg9PIS0Jmmn+eEAShHAJShHAJae7pmNkw/ufRs7dzRJdqFa8K2J8gBUHr5COjiVoafPdeHAShHAJShHAK6UksCNLxy4pCBF08zrlWZT1ADoPTyENDKPcxX0Ec/iAuA0gOgDCl4J5LiACi9/AO0rsR8Bf2s6GkASg+AMgRA1QdAs+8+8wHQ6+VpAEoPgDIEQNUHQLNs8/ePmq+gP8r4gwKg9AAoQwBUfQDUdVt+fOn2s/dqFPsEj44rjR8AUHoAlCEAqj4A6qLapW9MGNy7mUiq4cfmjwEoPQDKEABVHwB1qnpanybCovtjawBQegCUIQCqPgBq35oJnaz0FGJAXWwdAEoPgDIEQNUHQO36ZWRzaz7Fbgl/7gCUHgBlCICqD4Bm7j9acQY+xS4/JawHQOkBUIYAqPoAaIa2zDwwA55dTrp+ZnXiqgCUHgBlCICqD4BaVjmpiwWd7foMmzR3ffrKAJQcAGUIgKoPgFr059/bpNDZ+fhRj36aCSEASg+AMgRA1QdA0/rugkbJem7/fyttNwCg9AAoQwBUfQA0pc0TUvjcdVKVwyYAlB4AZQiAqg+AJvftfsl89plV67gNAKUHQBkCoOoDoInV3NgwUc+G58x3sxUApQdAGQKg6gOgCX27fyKfrUb+5m4zAEoPgDIEQNUHQGNtmdA4gc8dbnV9xgBQegCUIQCqPgBq9k3io5/7P5sFiQCUHgBlCICqD4DKNt+W8OR7++ey2haA0gOgDAFQ9QHQaIsS37d5yl/ZbQxA6QFQhgCo+gBoOPLoZ8IRP9tMz3ZzAEoPgDIEQNUHQMPh7w9KuPl50p9Zbw9A6QFQhgCo+gBo7V0JNz/bPulhDwCUHgBlCICqL/CA1g1KuPl5cpaPfsoAKD0AyhAAVV/gAf1XwqOfj3nbBQClB0AZAqDqCzqgdfvG/DzhD4/7AKD0AChDAFR9QQd0tsln6+l1zmtbB0DpAVCGAKj6gg5oH8PP41y+790qAEoPgDIEQNUXcEA/Nvwc5PnmZxiAcgRAGQKg6gs4oCdJP4u+o+wEgNIDoAwBUPUFG9BviiSgA0l7AaD0AChDAFR9wQa0xLgH/ylpLwCUHgBlCICqL9CA/tJA+tmPthsASg+AMgRA1RdoQC82boB+SNsNAKUHQBkCoOoLMqB/GkegP5i4HwBKD4AyBEDVF2RArzZugL5G3A8ApQdAGQKg6gswoKUtpZ+93Fzp7AKg9AAoQwBUfQEG9CbjBugz1B0BUHoAlCEAqr7gArq+nfRzF/KfBQClB0AZAqDqCy6gE4wboA+T9wRA6QFQhgCo+gIL6KaO0s8O1eRdAVB6AJQhAKq+wAL6kHED9G76rgAoPQDKEABVX1ABre1uHIWeQRYASg+AMgRA1RdUQJ82boDexLAvAEoPgDIEQNUXUEDr9pJ+Nl/DsDMASg+AMgRA1RdQQF8zboBezbEzAEoPgDIEQNUXUEAPl342InyQRzwASg+AMgRA1RdMQD80boBezLI3AEoPgDIEQNUXTED7ST+Lv2fZGwClB0AZAqDqCySgXxo3QEt4dgdA6QFQhgCo+gIJ6EAD0AU8uwOg9AAoQwBUfUEE9Mdi6edJTPsDoPQAKEMAVH1BBHSIcQP0Y6b9AVB6AJQhAKq+AAL6RyPp56FcOwSg9AAoQwBUfQEE9ErjBuhsrh0CUHoAlCEAqr7gAbq6mfRznzquPQJQegCUIQCqvuABeoNxA3Qm2x4BKD0AyhAAVV/gAK1oK/3sxvfXAEDpAVCGAKj6AgfoPcYN0Ef4dglA6QFQhgCo+gIHaB/pZ2fGnQJQegCUIQCqvqAButX4MPj7GfcJQOkBUIYAqPqCBujPxj34VYz7BKD0AChDAFR9QQP0RelnR8ZdAlCGAChDAFR9QQP0ZgnoiYy7BKAMAVCGAKj6ggboAAnoaMZdAlCGAChDAFR9QQN0Fwnos4y7BKAMAVCGAKj6AgZoRZEEdCHfLgEoRwCUIQCqvoABOlf62biGb5cAlCMAyhAAVV/AAH1IArof3x7DAJQjAMoQAFVfwAC9TAI6hG+PYQDKEQBlCICqL2CAHioBvY9vj2EAyhEAZQiAqi9YgJpv5HyfbY+RACg9AMoQAFVfsADNxRs5AShHAJQhAKq+YAH6svRzB7YdRgOg9AAoQwBUfcEC9FYJ6AlsO4wGQOkBUIbyGdCKdV5aG/K0mcJCoVK/R3AqVMa2q1MloCPZdhhtbShUzrtH9tbm+6Vcnv9XxPK8v5RLQ9bepLzqGYAylv/XW05Au0pAp7HtMBoApQdAGcpnQL2Fu/D0GO/CrzfeyPkt1w5luAtPD3fhGcrnu/DeAqD0GAGdJ/1sxPpGTgDKEQBlCICqL1CAPmx8IjzX/owAKD0AyhAAVV+gAB0uAR3MtT8jAEoPgDIEQNUXKEAPl4Dey7U/IwBKD4AyBEDVFyRA61pLQN9j2p8ZAKUHQBkCoOoLEqC/GG/kXMm0PzMASg+AMgRA1RckQF+Rfm7HtLtYAJQeAGUIgKovSIAab+Q8nml3sQAoPQDKEABVX5AAHSgBvY5pd7EAKD0AyhAAVV+QAO0uAZ3BtLtYAJQeAGUIgKovQIBuKJaAfsOzu3gAlB4AZQiAqi9AgH4q/WzI+THz0QAoPQDKEABVX4AAnSoB3ZtnbwkBUHoAlCEAqr4AAXq5BPR8nr0lBEDpAVCGAKj6AgRoHwno3Tx7SwiA0gOgDAFQ9QUHUPONnO+y7C0xAEoPgDIEQNUXHECXGm/kXMGyt8QAKD0AyhAAVV9wAH01R2/kBKAcAVCGAKj6ggPobRLQfiw7SwqA0gOgDAFQ9QUH0DMloNey7CwpAEoPgDIEQNUXHEB3lYA+xbKzpAAoPQDKEABVX2AANd/I+T+OnSUHQOkBUIYAqPoCA+hnxhs5N3LsLDkASg+AMgRA1RcYQKdJQPfi2FdKAJQeAGUIgKovMIBeKQE9j2NfKQFQegCUIQCqvsAAeoQEdALHvlICoPQAKEMAVH1BAbSurQT0HYZ9pQZA6QFQhgCo+oIC6K/GGzmXM+wrNQBKD4AyBEDVFxRAX5N+tmfYVVoAlB4AZQiAqi8ogN4uAT2WYVdpAVB6AJQhAKq+oAB6lgR0FMOu0gKg9AAoQwBUfUEBdDcJ6JMMu0oLgNIDoAwBUPUFBFDzjZxf0XeVHgClB0AZAqDqCwign+fujZwAlCMAyhAAVV9AAH1EAronfU8WAVB6AJQhAKq+gAA6QgJ6Ln1PFgFQegCUIQCqvoAAeqQE9C76niwCoPQAKEMAVH3BANR8I+dbDPOkB0DpAVCGAKj6ggHob8YbOf9imCc9AEoPgDIEQNUXDEDfkH5uwzCORQCUHgBlCICqLxiAjpOAHsMwjkUAlB4AZQiAqi8YgJZIQK9hGMciAEoPgDIEQNUXDEB7SkAfZxjHIgBKD4AyBEDVFwhAqxtIQBdwzJMeAKUHQBkCoOoLBKBfSD8bVHPMkx4ApQdAGQKg6gsEoI9KQHtxjGMRAKUHQBkCoOoLBKBXSUDP4RjHIgBKD4AyBEDVFwhAj5aAjucYxyIASg+AMgRA1RcIQNtJQGdzjGMRAKUHQBkCoOoLAqC/G2/k/INlnvQAKD0AyhAAVV8QAH0zp2/kBKAcAVCGAKj6ggDoHRLQvizjWARA6QFQhgCo+oIA6NkS0JEs41gEQOkBUIYAqPqCAOjuEtDHWMaxCIDSA6AMAVD1BQBQ842c83nmSQ+A0gOgDAFQ9QUA0PnGGzmreOZJD4DSA6AMAVD1BQDQxySgu/OMYxEApQdAGQKg6gsAoCMloIN4xrEIgNIDoAwBUPUFANC+EtA7eMaxCIDSA6AMAVD1BQDQ9hLQN3nGsQiA0gOgDAFQ9RU+oH8Yb+T8nWme9AAoPQDKEABVX+EDOlv62baOaZ70ACg9AMoQAFVf4QM6XgJ6NM80VgFQegCUIQCqvsIH9BwJ6FVM41gEQOkBUIYAqPoKH9BeEtBHmcaxCIDSA6AMAVD1FTygmxpKQL/gmic9AEoPgDIEQNVX8IAukH4Wb+CaJz0ASg+AMgRA1VfwgD4uAe3JNY5FAJQeAGUIgKqv4AG9RgJawjWORQCUHgBlCICqr+ABPVYCejvXOBYBUHoAlCEAqr5CB7S8tQT0dbZ50gOg9AAoQwBUfYUO6E3GGzl/5RrHIgBKD4AyBEDVV+CArmkp/dwxd2/kBKAcAVCGAKj6ChzQUcYN0Lv55kkPgNIDoAwBUPUVNqDLm0k/O+bs4zwiAVB6AJQhAKq+wgZ0mHEDdArjPOkBUHoAlKGcA/qOttL4bvWDQ8+4ZOo6pxPUACg9AqDLGks/u1A/GNk+AEoPgDKUa0BrrzYBXTZI0wZr2pDV9ifIAVB6BEDPN26APsk4jkUAlB4AZSi3gG79aZxmAjpKu608vOZabZz9CXIAlJ53QBcVSz93y/EVH4DSA6AM5RTQGQM1zQR0iTa0Rv9SceaAUrsT9AAoPe+Anm7cAJ3FOk96AJQeAGUop4B+OHny5DMMQB/SHol+Ha+9aHeCHgCl5xnQ+UXSz33cXKkoAVB6AJShnD+JdL4B6FhNHh1ytjbR7kRimzZ6qaLU02YKC4XW+j2CQ9WhSm8bHmfcAH2Vd5709Ovthlz/DmLlZX5P4FCV/j+53zM4tCFU5fcIDpWFQtVWy2u5AR2uLY5+nafdYncisdIQql+9afh5sN+DIORvG7kBLdGWR78u1EbYnQCg9bnDzBugfg+CkL/lANAV0a/fasPtTiRW7amKUm/bqUu/C+/3CA5VhdZ72ewVw89+3POkVx4KVeb+t5AqL/N7Aoc26Hfh/Z7BocrQBr9HcEi/C19ltTzlsVuOu/BLol/naWPtTtDDk0j0vD2JVLe/Aejn7AOlhSeR6OFJJIYUPok0P/r1be0BuxP0ACg9b4DOMvwcyD5PegCUHgBlSBmgU7Snol/v02banaAHQOl5ArTW+DDj4m/4B0oLgNIDoAwpA3SxdmnkF9UMGrDa7gQ9AErPE6BPGjdAz+efJz0ASg+AMqQM0PA12pS68JZx2p32J8gBUHpeAN3cTfrZcHEOBkoLgNIDoAypA3Tp2dq5o0u0C9fYnyAHQOl5AXSKcQN0WA7mSQ+A0gOgDKkDNLxy4pCBF09b53SCGgCl5wHQ6s7Sz6Z/5GKgtAAoPQDKEA6orL6CBPRu4wboqFzMkx4ApQdAGQKg6st/QD+f+FpNdltUtJd+tuQ5qKtjAJQeAGUIgKov3wHddJYuYc/sXox0q3ED9MYczZQaAKUHQBkCoOrLd0DHRils/kwWm4RaSz/bledsquQAKD0AyhAAVV+eA7qsqfl8uvu78dcbm4zP4VxJAVB6AJQhAKq+PAe0RJj1WeFyE/OjjDtsyOlkCQFQegCUIQCqvvwGdG5RDFDRca67bS431n8wt6MlBEDpAVCGAKj68hrQrQeKhBq5IvEH46OMd87tRxknBkDpAVCGAKj68hrQGSK586uctlhwvuGneEzFgDIASg+AMgRA1ZfPgFbtlAKo2OcXu/W3vtEvtmYPhVd2AEoPgDIEQNWXz4DeYmB4QMuYi+3eyrh2xQO7JFDLcjRClwFQegCUIQCqvjwG9K8W0sLGixbvEYOxaIz1VWTZmHaJN1X3zvVHGScGQOkBUIYAqPryGNALDAxHbApXnB638VSL18f/94wGSXf1iz9QOSgApQdAGQKg6stfQD83XsK03dJN4XDdnXEhu3+bvGLNM71THirt+KLSSQEoPQDKEABVX94CWne4oeHD8mhM77WP+dj8rBP7RTqyd7T2KXzuPyPLg49QA6D0AChDAFR9eQvoTIPDvbYYh7P79QDhouLT/6N8VABKD4AyBEDVl6+AbuxiiPhe7Higm/7myGfLYT/6MCsApQdAGQKg6stXQO8wSOyfeEDlqY1t+ex6nz9MAFB6AJQhAKq+PAV0lXFIuobfJx2RfkGXzHz2nuHX9RuA0gOgDAFQ9eUpoBcZKl6d8pEeoX7Wejbo/4l/wwJQegCUIQCqvvwE9H/F0sVt1qZ+JtKWvzdI57P9DX/6NmoYgHIEQBkCoOrLT0CPNmSMHH8p9UPlfnpserRnZ0V6Zc6cOZ+pO/CSZQCUHgBlCICqLy8Bfcnwc/eIS14+F15tAJQeAGUIgKovHwGt6WEAGj1yCABlCIDSA6DqA6Beusfw89joKQDKEAClB0DVB0A9tKaN8cz6wuhJAMoQAKUHQNUHQD10mXED9HJ5EoAyBEDpAVD1AdDs+76h9LPVKnkagDIEQOkBUPUB0Ow7wbgBeq9xGoAyBEDpAVD1AdCse9Pws5vJJgBlCIDSA6DqA6DZtnl3A9CXzSUAlCEASg+Aqg+AZtmWKw0/j44tAqAMAVB6AFR9ADS71pjHCileEFsGQBkCoPQAqPoAaFbN7WQeHuTi+EIAyhAApQdA1QdAs2l67HjJLVfElwJQhgAoPQCqPgDqvsqz48enuzdhOQBlCIDSA6DqA6Cu+6FX3M9r6hJ+AEAZAqD0AKj6AKjbXm0T47PZE0k/AaAMAVB6AFR9ANRdW8YUxfzssTD5ZwCUIQBKD4CqD4C6avWx8bvvp5Wn/BCAMgRA6QFQ9QFQN33cMcZnwwl1qT8FoAwBUHoAVH0A1Lm6SY1ifm73gcXPASg9AEoPgKoPgDpWcUb87vsRyy1WAKAMAVB6AFR9ANS+spkXtI/7OcqSIQDKEAClB0DVB0BtWjqpX/zOuxAtX7BeDYAyBEDpAVD1AdAMbZwzpqdIqueiDKsCUIYAKD0Aqj4AatXvU09tLlIaVJlpbQDKEAClB0DVB0DTmn/D3ql4CtFoUuYNAChDAJQeAFUfAE2ufPr+6XoK0WmezTYAlCEASg+Aqg+AJrR1zrlNrfjsPCpktxkAZQiA0gOg6gOgsZZP6G6BZ3HvMXPT3nuUHABlCIDSA6DqA6CympdObpCuZ7tBT9ve9pQBUIYAKD0Aqj4AGmnxmO3T9ew2ck6Nq60BKEMAlB4AVR8ADVfP6leUimfTfhMWu94BAGUIgNIDoOoDoE+1S9Pz3DerstkDAGUIgNIDoOoLPKAvpd763G9ytr8PgDIEQOkBUPUFHdCf2yTp2XrY3Oz3AUAZAqD0AKj6Ag5o9b4JehYd/XS1l50AUIYAKD0Aqr6AA3pRnM+OY372uBMAyhAApQdA1RdsQJ809Ww44A3v1z0AyhAApQdA1RdoQBeah1w6ZCVlNwCUIQBKD4CqL8iAVu5uvuHoV9J+AChDAJQeAFVfkAE933y7+9u0/QBQhgAoPQCqvgADOsl8APQm4o4AKEMAlB4AVV9wAf2iseHnMbXEPQFQhgAoPQCqvsACWtbV8LPDCuquAChDAJQeAFVfUAHderL5AqaPyfsCoAwBUHoAVH1BBXSc+QDo3fR9AVCGACg9AKq+gAL6b/Poyf0djjbvJgDKEAClB0DVF0xAV3U0/NyZ458PQBkCoPQAqPoCCeiWoww/m8zn2B0AZQiA0gOg6gskoKPNB0CnsuwOgDIEQOkBUPUFEdA3zWMoD+LZHwBlCIDSA6DqCyCgv7c3/NyN6Q8CgDIEQOkBUPUFD9BNBxp+tljEtEcAyhAApQdAKVWu91JZyNNmCguFSjl397+zzAdAH2XbZ2gd265y09pQ3o9YttbvCRyqCIXyfcR1eX8p61fECqvlKf+9+wJoxTovrQ152kxhOqBs+/rfzXvHjkB/Edte14XK+PaVk/TrbbnfMzi0lu9Szk3lnFfE3FSe95dyacjam5o8ANRbAboL/9ukPgmfwLmvp48/sgx34RnCXXh6uAuvvqAAuuzu3iKxtksZdmoEQBkCoPQAqPoCAegfSbc9IxW9wjGaEQBlCIDSA6DqK3hAt8y/5+AUPfVGc00XCYAyBEDpAVD1FTSg696++ZgWaXgK0fJmN5ei6wAoQwCUHgBVX8ECuuyZy/cutsBTNB34fCXvhACUIQBKD4CqrxAB3fLlxLM6Wdmp6zngufXsEwJQhgAoPQCqvkIDdPXr/+jb3BpP0UR7Jid/AgCUIQBKD4Cqr4AA3bJo+uA90p8vMmrQZ3qu/kQBKEMAlB4AVV+BALrijVv7ZbrhGdVz0prcTQhAGQKg9ACo+uo/oDWfPnD2TpntFKL7kKdy9MnyRgCUIQBKD4Cqr54DunR6SWsbOxvuMWzGbzmfEIAyBEDpAVD11WNAdTzb2+DZqt+tc6qUTAhAGQKg9ACo+uopoKtnDetqg2fHkkkLWF8rbxsAZQiA0gOg6quHgJa/dtUeme1sftToV1epnRCAMgRA6QFQ9eU/oKv+999578569IHbRw87p3/f3t22b5ARzx6Dp3zlw1UIgDIEQOkBUPXlOaCbXjvH6s3sFo94HnfjmyGfhgSgDAFQegBUffkMaO17F7V1g+duFz2ysNbHOQEoQwCUHgBVX94CWjf3yu1d4Nlp8FN/+j4qAKUHQOkBUPXlKaBfXb+zM55tT5/8g9+DRgKgDAFQegBUffkI6LIJPR3xbNZnzJx8MQGAMgRA6QFQ9eUZoNWLXr9jPyc8Gxw69sONfk+aEABlCIDSA6DqyxdAQ58/N27okdZH8Wy9U6+D+p154ZU3THhoxitz5v+o5v1F7gOgDAFQegBUfb4DWvHvR8actX+bjDc3u13z39weCoQeAGUIgNIDoOrzFdDls0b2aWR3Z73TyLl1bJ8Ln7MAKEMAlB4AVZ9fgG5Z8ODZne0f6mx/2UeRMxuA0gOg9AAoQwCUo8q5E/o7vUK+WckbNXJtAEoPgNIDoAwBUGLrPn3kin0sPywzSc8zX6qObQJA6QFQegCUIQDquYrPH7v2hB2d6BQNdjnusmeTrqgAlB4ApQdAGQKgHtq0aNat/bs53exs0q3fsAmzFlSnbQ5A6QFQegCUIQCabd9c0DXjB2XKGh54/s1PzV2RcQ8AlB4ApQdAGQKgWfZRM1s8254y7iOnl8UDUHoAlB4AZQiAZtey7TLj6fZjNwAoPQBKD4AyBECzqnx3azsbHXLNS5nvs6cEQOkBUHoAlCEAmk1bTki3s/G+59z1n6zezA5A6QFQegCUIQCaTVcm3+zs1n/MjAXZUwNA6QFQegCUIQCaRQ/F6Nyz5P9e/MHrXzAApQdA6QFQhgCo+95vaPi5wx+k/QBQegCUHgBlCIC6bnE7w8+mn9F2BEDpAVB6AJQhAOq2tT0MP4ueJe4JgNIDoPQAKEMA1GWbjzMfAL2VuisASg+A0gOgDAFQlw03/TyzjrorAEoPgNIDoAwBUHdNNP08YAN5XwCUHgClB0AZAqCuetd8Ar7jn/SdAVB6AJQeAGUIgLrpB/Nw882+YNgbAKUHQOkBUIYAqItKdzWfgJ/JsTsASg+A0gOgDAFQ5zYfYz4AOo5lfwCUHgClB0AZAqDODTP9LCE/AR8NgNIDoPQAKEMANFp1WdmqpUt/WrBgwRy9T75dWha/4O4x/Tx0I8+EAJQeAKUHQBkqWECrl33y6pRbLtUO2bFdtG7R9uot21+e7BD9USPLQ3w23bbbAUedcvawy83PPtp5JdOEAJQeAKUHQBkqPEBLb7p60FG7t7ZEkVLLb7gmBKD0ACg9AMpQ4QFa5vCRbx4rfo1tQgBKD4DSA6AMFR6gVW2dNfTQBL4JASg9AEoPgDJUgIDulgs/L2ScEIDSA6D0AChDBQjoETnwsw8nKACUHgClB0AZKkBAz/CqZAP5ZP1+vXZMfRRgjzWcEwJQegCUHgBlqAABvVyiV9Rh7xMG//2BZz/6fsmCaB9FXuI5561Zs2a9Fv1uzpfRxYuWLl26oqws5SBL65cvWfDBq89MnfCPqy66YFJWH7rpGAClB0DpAVCGChDQp68a98Tsr5bn7zkPQOkBUHoAlKECBDSHH2vMEwAgJjoxAAAIjklEQVSlB0DpAVCGAKj6ACg9AEoPgDIEQNUHQOkBUHoAlCEAqj4ASg+A0gOgDAFQ9QFQegCUHgBlCICqD4DSA6D0AChDAFR9AJQeAKUHQBkCoOoDoPQAKD0AyhAAVR8ApQdA6QFQhgCo+gAoPQBKD4AyBEDVB0DpAVB6AJQhAKo+AEoPgNIDoAwBUPUBUHoAlB4AZQiAqg+A0gOg9AAoQwBUfQCUHgClB0AZAqDqA6D0ACg9AMoQAFUfAKUHQOkBUIYAqPoAKD0ASg+AMgRA1QdA6QFQegCUobwAdPWDQ8+4ZCrT9Q2A0gOgDAFQegDUTcsGadpgTRuymmVvAJQeAGUIgNIDoG4apd1WHl5zrTaOZW8AlB4AZQiA0gOgLlqiDa3Rv1ScOYCFPgBKD4AyBEDpAVAXPaQ9Ev06XnuRY3cAlB4AZQiA0gOgLhqrfRH9OlubmPyDTRu9VFHqaTOFhUJr/R7BoepQpd8jOKRfbzf4PYND5WV+T+BQlf4/ud8zOLQhVOX3CA6VhULVVstr1QE6XFsc/TpPuyX5B6UhhBCqh21UB2iJtjz6daE2AoAihAogpYCuiH79Vhue/INqT1WUettOXfpdeL9HcKgqtN7vERwqD4Uq/Z7BofIyvydwaIN+F97vGRyqDG3wewSH9LvwVVbLUx67ze1d+CXRr/O0sRy7w5NI9PAkEkN4EokenkRy0VhtfvTr29oDHLsDoPQAKEMAlB4AddEU7ano1/u0mRy7A6D0AChDAJQeAHXRYu3SyAg1gwawvJcTgNIDoAwBUHoA1E3XaFPqwlvGaXey7K0633UKl5aW+z2CQ3Wl+Q7ohtLSfAe0Mt91qi0tXe/3DA5tLq11XsnXKkpLfQd06dnauaNLtAvX5PKXIISQT+X2cHYrJw4ZePG0fL/HgxBCnqpHB1RGCKH8CoAihJDHAChCCHkMgCKEkMcAKEIIeQyAIoSQxwAoQgh5DIAihJDHAChCCHkMgCKEkMcAKEIIeQyAIoSQxwCo197RVhrfLZkw/MxL/r+9e/+NogrDOP4XvtO9dFugFwq1UBBTQGykEJtaaOSiQFpjQ0IChgYSYiqmqSKiDTZBQ0QlGFApqatcExXkZmG7xz0ze3GGOdPkjWEX8/38Mvvu6Q+TJ5yH3e10Z6z8lVOLU5tbOgZ/CIbbB7oy3e/xZSpOjhDn9/Q2v3zgVjAQYoL8ng3Na0cuB0MoKfeACHeI7pUKClSp0FfZ+xOe5Ho8afVvAPVkm8iKFpFTdrjWKtIh0vmffJ/0/5EjxNNNku1OS9q/IwwhJjiTkvSarHhH7BBKyj0gwh2ie6WKAlVZ/GlYynv/vORmiub+fnnFTuPSc7VYnPKyNuZNMvSnubNZhut5qo3LFeKNjDdVMAsTsuy+IcQkf7TK4admcTol50wkKfeAMHeICfFWUaAaR9Iilb2/Rabtodgv3xpzJ5Xx34XulsnSu1LpWig9vpdtavibkdSDM8Sp8r/RPvmaEBOdkK3+8ZgMRpJyD4hwh+heqaFANc6Mjo5mgr1fyEpwH4+P5IAxk7LbH+5dK/Xou3LQH0bkRJ3Os6E5Qzwuu/zhNfmMEBPtlSn/OCdtkaTcAyLcIbpXaihQrbZg7z/2JLhFziey3Zi3ZKb2EwP2FZSxr6j2Pf/TezHEhvhrLl0Krvip13aXEBNNjuf943eyJpKUe0CEO0T3Sg0FqlXe+2atnPWPQ7LOvmi6NLOjc+XgV/aZXrnir8zKG3U6x4YXG6KZ75GX+rtko/0cmRCXtjBgXx2FknIPiBcT4pIrhgLVq+z9Sem4YMyDcZFOY7plWLxVWbHvRE1Orvs/cVE21PE8G1psiObaZvvpqAza65gIcUm/vyqr70aScg+IFRfiUisWBapV2fvFHSKt3V5qn/QZkxF5/6Epns3JFzbyG/5PfC+9dTzPhhYb4uVc+uj1v/PjXsdvhLikx8dbZINNMZSUe0CM+BCTVwIUqFZb9Rrwz7e3d41c+lKGjGmX/f5TJ+V1+6Lfv6qx9KJ/oE7n2PBiQ+yzlzCUHJQdhLiU2U5ZdsK/x3ooKfeAZzlCTFwpo0C1ans/8KGM2b1/zh/ykiuaAfGvBDfT8s5zP7sXRFyID0SCv/aYkxZDiIkWRiR95H7wOJSUe0CUM8SElSoKVKuy92//8tA/bpPTxgyXfxkybz/LG5PD/rBXjtXnFBtfXIiPPC8Y8rKsSIhJCkOyfq4yhJJyD4hwh+heqaFAtSp7/5Acsoe81/yXMTOy03/ymLxpzBXpWSw9Xmht4k/oHGJD7C1fC/aBvaaJEBOckf6F6hBKyj0gwh2ie6WGAtWq7P2fvdSsKf7YJROlobBKDj4yi9PpJvsFBBtlrGieDpdLFc+KDXFals8WTeHjjH/lHSG6bZJvngSemkhS7gFh7hAT4q2iQLWqH98dF2lfIbLT/v9kLqSlqTsrqZN2mGuR5f05WXmnfmfZ4OJDHBXJ9qTFO2oHQnQqpKRijYkk5R4Q4g4xKd4qClSr9vuP81tXtG45VQyG/NsrM+v2zAfDzX2d6dXjfIuYkyPEizt7m9fvuhoMhOhyU0I7PJyUe8C/uUNMjLeCAgUAJQoUAJQoUABQokABQIkCBQAlChQAlChQAFCiQAFAiQIFACUKFACUKFAAUKJAAUCJAgUAJQoUAJQoUABQokABQIkCBQAlChQAlChQAFCiQAFAiQIFACUKFACUKFAAUKJAAUCJAgUAJQoUAJQoUABQokABQIkCBQAlChQAlChQAFCiQAFAiQIFACUKFACUKFAAUKJAAUCJAgUAJQoUAJQoUABQokABQIkCBQAlChQAlChQAFCiQAFAiQIFACUKFACUKFAAUKJAAUCJAgUAJQoUAJQoUABQokABQIkCBQAlChQAlChQAFCiQAFAiQIFAKV/AAaqzFJvM1dVAAAAAElFTkSuQmCC" width="672" /></p>
<pre class="r"><code>rm(dt_citing_cited)</code></pre>
<p>There are also 13517 journals from the NSE that cite at least once
the SSH or are cited at least once by the SSH.</p>
<p>Next, we look at the distribution of articles in the SSH:</p>
<pre class="r"><code>dt_citing_cited <- readRDS(paste0(path_to_project_data,
"dt_citing_cited_all.rds"))
dt_citing_cited <- dt_citing_cited[between(Year, min_period, max_period),]
# Two main data table, one with every articles and their references (dt_citing_cited)
# and one with every articles only (dt_all_art)
dt_citing_cited <- dt_citing_cited[between(citing_discipline,101,200),
list(ID_Art,Year,
citing_discipline,citing_code_revue)]
dt_citing_cited <- merge(dt_citing_cited,
discipline_info[,list(Code_Discipline,discipline)],
by.x = "citing_discipline", by.y= "Code_Discipline")
dt_all_art <- unique(dt_citing_cited)
#Counting number of article per discipline per year
dt_art_by_j_y <- dt_all_art[,.(nb_art=.N), by= .(Year,discipline)]
setkey(dt_art_by_j_y,discipline,Year)
# Finding the order at the end to order in the legend
order_disc <- dt_art_by_j_y[Year== max_period][order(-nb_art),discipline]
dt_art_by_j_y$discipline <- factor(dt_art_by_j_y$discipline, levels = order_disc)
#Ploting number of article per discipline and per year in corpus
ggplot() + geom_line(dt_art_by_j_y[!discipline %in% core_SSH],
mapping = aes(x=Year, y = nb_art, linetype = discipline),
colour = alpha("gray",.5),lwd=1.25) +
geom_line(dt_art_by_j_y[discipline %in% core_SSH],
mapping = aes(x=Year, y=nb_art, col = discipline), lwd=1.25) +
scale_color_manual(name = "Main social sciences", breaks = core_SSH, values = colors) +
scale_linetype_discrete(name="Other SSH categories") +
scale_y_continuous(labels=function(x) format(x, big.mark = ",", scientific = FALSE)) +
guides(color = guide_legend(order = 1),
linetype = guide_legend(order = 2)) + ylab("Number of articles") +
theme_minimal() + theme(axis.text = element_text(size=12), axis.title = element_text(size=12))</code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>ggsave( paste0("figures/", "fig1.png"), width = 16, height = 9, bg = "white",
scale = .6)
#Ploting number of article total per year in corpus
nb_art_year <- dt_art_by_j_y[, tot_article := sum(nb_art), by=Year]
ggplot(nb_art_year[Year<max_period], aes(x=Year, tot_article/1000)) +
geom_line(lwd=1.25,col="darkblue") + theme_minimal() +
ylab("Number (Thousands)") + xlab("") +
ggtitle("Number of SSH articles per year in the corpus") </code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>#Plotting proportion of articles in the main SSH discipline per year
prop_ssh <- nb_art_year[discipline %in% core_SSH,
tot_ssh := sum(nb_art), by = Year
][,
list(Proportion = tot_ssh/tot_article,
Year)][!is.na(Proportion),] %>%
unique()
ggplot(prop_ssh, aes(x=Year, y= Proportion)) + geom_line(lwd=1.25) + theme_minimal() +
ylim(0,1) + xlab("") + ylab("Proportion") +
ggtitle("Proportion of articles in the main SSH disciplines per year") </code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>#Plotting number of references per year in corpus
nb_ref <- dt_citing_cited[, tot_ref := .N, by = Year][,list(Year, tot_ref)] %>% unique()
ggplot(nb_ref, aes(x=Year, y = tot_ref/1000000)) + geom_line(lwd=1.25) +
theme_minimal() + xlab("") + ylab("Number (in millions)") +
ggtitle("References per year in the corpus") </code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>rm(dt_citing_cited,dt_art_by_j_y,nb_ref,nb_art_year,dt_all_art)</code></pre>
</div>
<div id="a-note-on-the-discourse-about-interdisciplinarity" class="section level1" number="3">
<h1><span class="header-section-number">3</span> A note on the discourse
about interdisciplinarity</h1>
<p>Larivière and Gingras (2014, 188) distinguish between the discourse
and the practice of interdisciplinarity. Their figure for the discourse
looks at the proportion of articles with “interdisciplinar” in the
title. We check whether we can reproduce the graph with our data,
focusing on SSH articles:</p>
<pre class="r"><code># The articles with one word referring to inter/trans/multi -disciplinarity in title
interdisc_discourse <-
dbGetQuery(ESH,
paste0("SELECT Annee_Bibliographique as Year, ID_Art,Code_Revue
FROM OST_Expanded_SciHum.Articles
WHERE Titre LIKE '%INTER-DISCIPLIN%' OR
Titre LIKE '%INTERDISCIPLIN%' OR
Titre LIKE '%TRANS-DISCIPLIN%' OR
Titre LIKE '%TRANSDISCIPLIN%' OR
Titre LIKE '%MULTI-DISCIPLIN%' OR
Titre LIKE '%MULTIDISCIPLIN%'
ORDER BY Annee_Bibliographique ;")) %>%
data.table
# Our period of reference:
interdisc_discourse <- interdisc_discourse[Year %in% min_period:2015]
# We use the number of articles per year computed in earlier code chunk
# Counting per years:
inter_per_y <- interdisc_discourse[,list(nb_inter = .N),by=Year]
# Geting total number of articles per year
nb_art_year <-
dbGetQuery(ESH, paste0(
"SELECT Annee_Bibliographique as Year, count(ID_Art) as tot_article
FROM OST_Expanded_SciHum.Articles
group by Annee_Bibliographique
order by Annee_Bibliographique;")) %>%
data.table
# Our period of reference:
nb_art_year <- nb_art_year[Year %in% min_period:2015]
# Merging tables on year and computing ratio
setkey(inter_per_y, Year); setkey(nb_art_year,Year)
inter_per_y <- inter_per_y[nb_art_year] ; rm(nb_art_year)
inter_per_y[,prop_interdisc:= nb_inter/tot_article]
#ggplot(data = interdisc_discourse, mapping = aes(x=Year,y=prop_interdisc)) + geom_line()
#plot(interdisc_discourse[,list(Year,prop_interdisc)])
ggplot(inter_per_y, aes(x=Year, y=prop_interdisc)) +
geom_smooth(se=F, method = 'loess') +
theme_minimal() + ylab("Proportion") + ylim(0,max(inter_per_y$prop_interdisc)) +
ggtitle(
"Proportion of articles in the SSH with titles explicitly\n
referring to inter/trans/multi-disciplinarity") +
annotate( "text",x=max(inter_per_y$Year),y=-Inf,hjust=.95,vjust=-0.5,
label="Curves smoothed by local polynomial regression",
size=4,color="darkgrey" ) </code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'</code></pre>
<p><img 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" width="480" /></p>
<p>We get the same pattern as Larivière and Gingras on the plateau of
popularity of the subject in the 1980s and the extent to which it is
growing ever more common recently.</p>
</div>
<div id="the-insularity-of-economics" class="section level1" number="4">
<h1><span class="header-section-number">4</span> The insularity of
economics</h1>
<div id="extradisciplinary-citations" class="section level2" number="4.1">
<h2><span class="header-section-number">4.1</span> Extradisciplinary
citations</h2>
<p>We turn to the results used in the article: a measure of aggregate
interdisciplinarity <em>in practice</em>, not in the discourse. Our main
results in the article use citations without weighing the journal where
the citations originate. The code in the next subsection covers this
case of unweighed citations. The second subsection reproduces exactly
the same analysis, but weighs citations by a measure of journal impact.
The third subsection splits disciplines between top journals and the
rest.</p>
<div id="unweighed-citations" class="section level3" number="4.1.1">
<h3><span class="header-section-number">4.1.1</span> Unweighed
citations</h3>
<p>We build our main object with citing and cited discipline in all
years.</p>
<pre class="r"><code>dt_citing_cited <- readRDS(paste0(path_to_project_data,
"dt_citing_cited_all.rds"))
dt_citing_cited <- dt_citing_cited[between(Year, 1950, max_period),]
#Summing how many citation goes from every dicipline to every other discipline per year
citing_cited_disc <- dt_citing_cited[, list(Citations =.N),
by= c("Year", "citing_discipline",
"cited_discipline")]
#Merging with dicipline_info to get cited discipline names
citing_cited_disc <- merge(citing_cited_disc,
discipline_info[,list(EGrande_Discipline, Code_Discipline,
Discipline_cited = discipline)],
by.x="cited_discipline", by.y="Code_Discipline", all.x=T)
#Merging with dicipline_info to get citing discipline names
citing_cited_disc <- merge(citing_cited_disc,
discipline_info[,list(Code_Discipline,
Discipline_citing = discipline)],
by.x="citing_discipline", by.y="Code_Discipline", all.x=T)
rm(dt_citing_cited)</code></pre>
<p>First, an aggregate measure of the degree of interdisciplinarity of
our main SSH disciplines (COC or Citations Outside Category):</p>
<pre class="r"><code># Aggregating by big disciplines instead of the disagregated ones:
citing_cited_bigdisc <- citing_cited_disc[,
list(Citations= sum(Citations)), by=list(Year,Discipline_citing,Discipline_cited)]
# Focussing on core SSH and aggregating at the year level
interdisc_per_y <- citing_cited_bigdisc[
!is.na(Discipline_cited) &
Discipline_citing %in% core_SSH,
list(Proportion = 1-
.SD[Discipline_citing==Discipline_cited,sum(Citations)] /sum(Citations)),
by= Year]
setkey(interdisc_per_y,Year)
ggplot(interdisc_per_y,aes(x=Year,y=Proportion)) + #geom_line() + #
geom_smooth(se=F, method="loess")+
ylim(0,max(interdisc_per_y$Proportion)) + theme_minimal() +
theme(axis.text=element_text(size=10),
axis.title=element_text(size=12#,face="bold
)) +
annotate( "text", x=max(interdisc_per_y$Year),
y=-Inf,hjust=1,vjust=-0.5,
label="Curve smoothed by local polynomial regression",
size=4,color="darkgrey" ) +
ylab("COC (citations outside category)") + theme(axis.text = element_text(size=12), axis.title = element_text(size=13))</code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'</code></pre>
<p><img 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" width="480" /></p>
<pre class="r"><code>ggsave( paste0("figures/", "fig3.png"), width = 16, height = 9, bg = "white",
scale = .6)</code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'</code></pre>
<p>The same data in a table:</p>
<pre class="r"><code>interdisc_per_y</code></pre>
<div data-pagedtable="false">
<script data-pagedtable-source type="application/json">
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<p>Second, we take a closer look at the COC for every core SSH
disciplines.</p>
<p>The following graph shows the total COC through time for each of our
core SSH disciplines, other SSH disciplines are in gray. The next graph
is a monochrome version of the same figure where we focus on the core
SSH disciplines for readability.</p>
<pre class="r"><code>dt_citing_cited <- readRDS(paste0(path_to_project_data, "dt_citing_cited_all.rds"))
dt_citing_cited <- dt_citing_cited[between(Year, 1950, max_period)]
dt_citing_cited <- merge(dt_citing_cited,
discipline_info[,list(Code_Discipline,
Discipline_cited = discipline)],
by.x="cited_discipline", by.y="Code_Discipline", all.x=T)
dt_citing_cited <- merge(dt_citing_cited,
discipline_info[,list(Code_Discipline,
Discipline_citing = discipline)],
by.x="citing_discipline", by.y="Code_Discipline", all.x=T)
interdisc_per_y_and_disc <- dt_citing_cited[!is.na(cited_discipline) &
!is.na(citing_discipline)]
interdisc_per_y_and_disc <- unique(
interdisc_per_y_and_disc[,
list(Discipline_cited,
Citations = .N),
by= list(Year,Discipline_citing, Discipline_cited)])
interdisc_per_y_and_disc <- interdisc_per_y_and_disc[,
list(Discipline_cited,
Proportion =
Citations/sum(Citations)),
by= list(Year,Discipline_citing)]
setkey(interdisc_per_y_and_disc, Year, Discipline_citing)
# The plot data, focussing on core SSH
dt_plot <- interdisc_per_y_and_disc[ Discipline_citing==Discipline_cited,
list(Year, Discipline_citing,
Prop = 1-Proportion)]
# Smoothing y coordinate outside ggplot with loess
dt_plot <- dt_plot[,list(Year, Prop,
Proportion = predict(loess(Prop~Year), Year)),
by=Discipline_citing]
# Finding the order at the end to order in the legend
order_disc <- dt_plot[Year== 2016][order(-Proportion),Discipline_citing]
dt_plot$Discipline_citing <- factor(dt_plot$Discipline_citing, levels = order_disc)
dt_plot <- dt_plot[!is.na(Discipline_citing)]
ymin= min(dt_plot$Proportion); ymax =max(dt_plot$Proportion)
#Abreviations for the labels at the end of the line
dt_plot[Discipline_citing == "Psychology", Disc_abreviation := "Psychology"]
dt_plot[Discipline_citing == "Economics", Disc_abreviation := "Economics"]
dt_plot[Discipline_citing == "Political Science &\nPublic Administration",
Disc_abreviation := "Political Science"]
dt_plot[Discipline_citing == "Sociology", Disc_abreviation := "Sociology"]
dt_plot[Discipline_citing == "Management", Disc_abreviation := "Management"]
dt_plot[Discipline_citing == "Anthropology &\n Archaeology",
Disc_abreviation := "Anthropology"]
dt_plot$Discipline_for_plot <- dt_plot$Discipline_citing
dt_plot[!Discipline_citing %in% core_SSH, Discipline_citing := "Others"]
#Plotting
dt_plot[Discipline_citing %in% core_SSH] %>%
mutate(label = if_else(Year == max(Year),
as.character(Disc_abreviation), NA_character_)) %>%
ggplot(mapping = aes(x=Year, y=Prop, col = Discipline_citing)) +
geom_smooth(se=F,method = 'loess',
aes(x=Year, y=Prop,
col = Discipline_citing, linetype = Discipline_citing),
show.legend=FALSE) +
scale_color_manual(name = "Disciplines", breaks = core_SSH, values = colors) +
scale_linetype_manual(name = "Disciplines", breaks = core_SSH, values = linetypes) +
new_scale_linetype() +
geom_smooth(dt_plot[Discipline_citing == "Others" & Discipline_for_plot != "Arts"],
mapping = aes(x=Year, y = Prop#, group = Discipline_for_plot
, linetype = Discipline_for_plot),
color = alpha("gray",.4),
se=F, method = 'loess') +
scale_linetype_discrete(name="Other Disciplines") + theme_minimal() +
theme(legend.position="bottom", legend.box = "vertical") +
ylab("COC (citations outside category)") +
xlim(c(NA, 2026)) +
theme(axis.text=element_text(size=13),
axis.title=element_text(size=14),
legend.text=element_text(size=13),
legend.title=element_text(size=14)
) +
guides(linetype=guide_legend(keywidth = 3, keyheight = 1,nrow=3,byrow=TRUE)) +
geom_label_repel(aes(label = label), nudge_x = 1, xlim = c(2015, NA),
na.rm = TRUE, show.legend = FALSE, size =5) +
annotate( "text", x=max(dt_plot$Year), y=-Inf,
hjust=.7, vjust=-0.5,
label="Curves smoothed by local polynomial regression",
size=4, color="darkgrey" ) </code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'
## `geom_smooth()` using formula = 'y ~ x'</code></pre>
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width="100%" /></p>
<pre class="r"><code>ggsave( paste0("figures/", "fig2.png"), width = 16, height = 9, bg = "white",
scale = .7)</code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'
## `geom_smooth()` using formula = 'y ~ x'</code></pre>
<pre class="r"><code>shades_of_gray <- c("Psychology" = "#404040",
"Economics" = "black",
"Sociology" = "#202020",
"Anthropology &\n Archaeology" = "#A0A0A0",
"Political Science &\nPublic Administration" = "#606060",
"Management" = "808080",
"Others" = alpha("gray",.3))
dt_plot[Discipline_citing %in% core_SSH] %>%
mutate(label = if_else(Year == max(Year),
as.character(Disc_abreviation), NA_character_)) %>%
ggplot(mapping = aes(x=Year, y=Prop, gr = Discipline_citing)) +
geom_smooth(se=F,method = 'loess',
aes(x=Year, y=Prop,col = Discipline_citing,
linetype = Discipline_citing),show.legend=FALSE) +
scale_color_manual(name = "Disciplines", breaks = core_SSH, values = shades_of_gray) +
scale_linetype_manual(name = "Disciplines", breaks = core_SSH, values = linetypes) +
theme_minimal() +
theme(legend.position="bottom", legend.box = "vertical") +
ylab("COC (citations outside category)") +
xlim(c(NA, 2026)) + ylim(c(NA, 0.75)) +
theme(axis.text=element_text(size=10),
axis.title=element_text(size=12)) +
geom_label_repel(aes(label = label), nudge_x = 1, xlim = c(2015, NA), na.rm = TRUE,
show.legend = FALSE) +
annotate( "text",x=max(dt_plot$Year),y=-Inf,hjust=.7,vjust=-0.5,
label="Curves smoothed by local polynomial regression",
size=4,color="darkgrey" ) </code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'</code></pre>
<pre><code>## Warning: Removed 1 rows containing non-finite values (`stat_smooth()`).</code></pre>
<p><img 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" width="100%" /></p>
<pre class="r"><code>rm(dt_citing_cited); rm(interdisc_per_y_and_disc)</code></pre>
<p>The same data in a table:</p>
<pre class="r"><code>COC_econ_whole_period <- dt_plot[Discipline_citing == "Economics"]
# Printing the table
dt_plot[,list(Discipline_citing, Year, Prop )]</code></pre>
<div data-pagedtable="false">
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{"columns":[{"label":["Discipline_citing"],"name":[1],"type":["fct"],"align":["left"]},{"label":["Year"],"name":[2],"type":["int"],"align":["right"]},{"label":["Prop"],"name":[3],"type":["dbl"],"align":["right"]}],"data":[{"1":"Anthropology &\\n Archaeology","2":"1950","3":"0.47368421"},{"1":"Anthropology &\\n Archaeology","2":"1951","3":"0.43856333"},{"1":"Anthropology &\\n Archaeology","2":"1952","3":"0.43576159"},{"1":"Anthropology &\\n Archaeology","2":"1953","3":"0.48545861"},{"1":"Anthropology &\\n Archaeology","2":"1954","3":"0.38856016"},{"1":"Anthropology &\\n Archaeology","2":"1955","3":"0.43129388"},{"1":"Anthropology &\\n Archaeology","2":"1956","3":"0.34426230"},{"1":"Anthropology &\\n Archaeology","2":"1957","3":"0.28382838"},{"1":"Anthropology &\\n Archaeology","2":"1958","3":"0.39834881"},{"1":"Anthropology &\\n Archaeology","2":"1959","3":"0.46854083"},{"1":"Anthropology &\\n Archaeology","2":"1960","3":"0.38577778"},{"1":"Anthropology &\\n 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Administration","2":"2010","3":"0.56498905"},{"1":"Political Science &\\nPublic Administration","2":"2011","3":"0.56813126"},{"1":"Political Science &\\nPublic Administration","2":"2012","3":"0.57515226"},{"1":"Political Science &\\nPublic Administration","2":"2013","3":"0.57318186"},{"1":"Political Science &\\nPublic Administration","2":"2014","3":"0.56438052"},{"1":"Political Science &\\nPublic Administration","2":"2015","3":"0.56914647"},{"1":"Political Science &\\nPublic Administration","2":"2016","3":"0.57954732"},{"1":"Political Science &\\nPublic Administration","2":"2017","3":"0.57060551"},{"1":"Political Science &\\nPublic Administration","2":"2018","3":"0.59723718"},{"1":"Psychology","2":"1950","3":"0.37853980"},{"1":"Psychology","2":"1951","3":"0.30237396"},{"1":"Psychology","2":"1952","3":"0.31482217"},{"1":"Psychology","2":"1953","3":"0.31842463"},{"1":"Psychology","2":"1954","3":"0.29505434"},{"1":"Psychology","2":"1955","3":"0.31739840"},{"1":"Psychology","2":"1956","3":"0.28596632"},{"1":"Psychology","2":"1957","3":"0.29307836"},{"1":"Psychology","2":"1958","3":"0.28724434"},{"1":"Psychology","2":"1959","3":"0.30579169"},{"1":"Psychology","2":"1960","3":"0.30245125"},{"1":"Psychology","2":"1961","3":"0.27036499"},{"1":"Psychology","2":"1962","3":"0.29189502"},{"1":"Psychology","2":"1963","3":"0.27908458"},{"1":"Psychology","2":"1964","3":"0.28168477"},{"1":"Psychology","2":"1965","3":"0.28454426"},{"1":"Psychology","2":"1966","3":"0.30386623"},{"1":"Psychology","2":"1967","3":"0.29999485"},{"1":"Psychology","2":"1968","3":"0.30563661"},{"1":"Psychology","2":"1969","3":"0.30011610"},{"1":"Psychology","2":"1970","3":"0.31117414"},{"1":"Psychology","2":"1971","3":"0.29779331"},{"1":"Psychology","2":"1972","3":"0.31745642"},{"1":"Psychology","2":"1973","3":"0.30455213"},{"1":"Psychology","2":"1974","3":"0.31387740"},{"1":"Psychology","2":"1975","3":"0.33073742"},{"1":"Psychology","2":"1976","3":"0.33495373"},{"1":"Psychology","2":"1977","3":"0.35009499"},{"1":"Psychology","2":"1978","3":"0.34568550"},{"1":"Psychology","2":"1979","3":"0.35619248"},{"1":"Psychology","2":"1980","3":"0.36446483"},{"1":"Psychology","2":"1981","3":"0.36973704"},{"1":"Psychology","2":"1982","3":"0.37536201"},{"1":"Psychology","2":"1983","3":"0.37096461"},{"1":"Psychology","2":"1984","3":"0.38640775"},{"1":"Psychology","2":"1985","3":"0.38215938"},{"1":"Psychology","2":"1986","3":"0.39513846"},{"1":"Psychology","2":"1987","3":"0.40504970"},{"1":"Psychology","2":"1988","3":"0.39261840"},{"1":"Psychology","2":"1989","3":"0.39851820"},{"1":"Psychology","2":"1990","3":"0.40144817"},{"1":"Psychology","2":"1991","3":"0.39998363"},{"1":"Psychology","2":"1992","3":"0.40094637"},{"1":"Psychology","2":"1993","3":"0.38955654"},{"1":"Psychology","2":"1994","3":"0.39934322"},{"1":"Psychology","2":"1995","3":"0.41141699"},{"1":"Psychology","2":"1996","3":"0.41012775"},{"1":"Psychology","2":"1997","3":"0.41754918"},{"1":"Psychology","2":"1998","3":"0.42278702"},{"1":"Psychology","2":"1999","3":"0.41998858"},{"1":"Psychology","2":"2000","3":"0.42424662"},{"1":"Psychology","2":"2001","3":"0.42262746"},{"1":"Psychology","2":"2002","3":"0.42137199"},{"1":"Psychology","2":"2003","3":"0.42877185"},{"1":"Psychology","2":"2004","3":"0.43298119"},{"1":"Psychology","2":"2005","3":"0.44670174"},{"1":"Psychology","2":"2006","3":"0.44905677"},{"1":"Psychology","2":"2007","3":"0.45955697"},{"1":"Psychology","2":"2008","3":"0.46103009"},{"1":"Psychology","2":"2009","3":"0.46159669"},{"1":"Psychology","2":"2010","3":"0.46757281"},{"1":"Psychology","2":"2011","3":"0.47300482"},{"1":"Psychology","2":"2012","3":"0.47159001"},{"1":"Psychology","2":"2013","3":"0.48180305"},{"1":"Psychology","2":"2014","3":"0.48127073"},{"1":"Psychology","2":"2015","3":"0.49182388"},{"1":"Psychology","2":"2016","3":"0.49363111"},{"1":"Psychology","2":"2017","3":"0.49504137"},{"1":"Psychology","2":"2018","3":"0.49860836"},{"1":"Sociology","2":"1950","3":"0.46191646"},{"1":"Sociology","2":"1951","3":"0.38297872"},{"1":"Sociology","2":"1952","3":"0.42751843"},{"1":"Sociology","2":"1953","3":"0.37974684"},{"1":"Sociology","2":"1954","3":"0.39267016"},{"1":"Sociology","2":"1955","3":"0.41330645"},{"1":"Sociology","2":"1956","3":"0.43973941"},{"1":"Sociology","2":"1957","3":"0.41226994"},{"1":"Sociology","2":"1958","3":"0.45202559"},{"1":"Sociology","2":"1959","3":"0.41358641"},{"1":"Sociology","2":"1960","3":"0.44582471"},{"1":"Sociology","2":"1961","3":"0.44309560"},{"1":"Sociology","2":"1962","3":"0.43360434"},{"1":"Sociology","2":"1963","3":"0.42033898"},{"1":"Sociology","2":"1964","3":"0.45952270"},{"1":"Sociology","2":"1965","3":"0.44254592"},{"1":"Sociology","2":"1966","3":"0.44929738"},{"1":"Sociology","2":"1967","3":"0.41669352"},{"1":"Sociology","2":"1968","3":"0.43890946"},{"1":"Sociology","2":"1969","3":"0.46349745"},{"1":"Sociology","2":"1970","3":"0.44692269"},{"1":"Sociology","2":"1971","3":"0.45321778"},{"1":"Sociology","2":"1972","3":"0.46772047"},{"1":"Sociology","2":"1973","3":"0.46092991"},{"1":"Sociology","2":"1974","3":"0.47764867"},{"1":"Sociology","2":"1975","3":"0.47334826"},{"1":"Sociology","2":"1976","3":"0.46971071"},{"1":"Sociology","2":"1977","3":"0.48328877"},{"1":"Sociology","2":"1978","3":"0.50457148"},{"1":"Sociology","2":"1979","3":"0.47832103"},{"1":"Sociology","2":"1980","3":"0.52982283"},{"1":"Sociology","2":"1981","3":"0.50339287"},{"1":"Sociology","2":"1982","3":"0.50540286"},{"1":"Sociology","2":"1983","3":"0.51321330"},{"1":"Sociology","2":"1984","3":"0.51689026"},{"1":"Sociology","2":"1985","3":"0.51004930"},{"1":"Sociology","2":"1986","3":"0.50319361"},{"1":"Sociology","2":"1987","3":"0.51091674"},{"1":"Sociology","2":"1988","3":"0.50849405"},{"1":"Sociology","2":"1989","3":"0.52380952"},{"1":"Sociology","2":"1990","3":"0.51859754"},{"1":"Sociology","2":"1991","3":"0.51100542"},{"1":"Sociology","2":"1992","3":"0.51795157"},{"1":"Sociology","2":"1993","3":"0.53214049"},{"1":"Sociology","2":"1994","3":"0.54216735"},{"1":"Sociology","2":"1995","3":"0.54714327"},{"1":"Sociology","2":"1996","3":"0.53146610"},{"1":"Sociology","2":"1997","3":"0.54603799"},{"1":"Sociology","2":"1998","3":"0.55843856"},{"1":"Sociology","2":"1999","3":"0.55580974"},{"1":"Sociology","2":"2000","3":"0.54835040"},{"1":"Sociology","2":"2001","3":"0.57277321"},{"1":"Sociology","2":"2002","3":"0.56905875"},{"1":"Sociology","2":"2003","3":"0.59347682"},{"1":"Sociology","2":"2004","3":"0.58942846"},{"1":"Sociology","2":"2005","3":"0.61145776"},{"1":"Sociology","2":"2006","3":"0.59180624"},{"1":"Sociology","2":"2007","3":"0.61564842"},{"1":"Sociology","2":"2008","3":"0.62661586"},{"1":"Sociology","2":"2009","3":"0.63492518"},{"1":"Sociology","2":"2010","3":"0.63390281"},{"1":"Sociology","2":"2011","3":"0.64460710"},{"1":"Sociology","2":"2012","3":"0.65840666"},{"1":"Sociology","2":"2013","3":"0.67023728"},{"1":"Sociology","2":"2014","3":"0.67411285"},{"1":"Sociology","2":"2015","3":"0.68708302"},{"1":"Sociology","2":"2016","3":"0.68678105"},{"1":"Sociology","2":"2017","3":"0.68541375"},{"1":"Sociology","2":"2018","3":"0.70936312"},{"1":"Others","2":"1963","3":"0.90000000"},{"1":"Others","2":"1965","3":"0.69565217"},{"1":"Others","2":"1966","3":"0.60000000"},{"1":"Others","2":"1967","3":"0.80000000"},{"1":"Others","2":"1968","3":"0.86363636"},{"1":"Others","2":"1969","3":"0.63681592"},{"1":"Others","2":"1970","3":"0.55102041"},{"1":"Others","2":"1971","3":"0.81081081"},{"1":"Others","2":"1972","3":"0.80555556"},{"1":"Others","2":"1973","3":"0.65753425"},{"1":"Others","2":"1974","3":"0.65638767"},{"1":"Others","2":"1975","3":"0.66363636"},{"1":"Others","2":"1976","3":"0.60086768"},{"1":"Others","2":"1977","3":"0.57071713"},{"1":"Others","2":"1978","3":"0.55879672"},{"1":"Others","2":"1979","3":"0.49799519"},{"1":"Others","2":"1980","3":"0.42545228"},{"1":"Others","2":"1981","3":"0.43459916"},{"1":"Others","2":"1982","3":"0.45106616"},{"1":"Others","2":"1983","3":"0.41289702"},{"1":"Others","2":"1984","3":"0.40642889"},{"1":"Others","2":"1985","3":"0.43115201"},{"1":"Others","2":"1986","3":"0.38754209"},{"1":"Others","2":"1987","3":"0.39911635"},{"1":"Others","2":"1988","3":"0.38433293"},{"1":"Others","2":"1989","3":"0.34280880"},{"1":"Others","2":"1990","3":"0.41231343"},{"1":"Others","2":"1991","3":"0.37051793"},{"1":"Others","2":"1992","3":"0.40179462"},{"1":"Others","2":"1993","3":"0.46355932"},{"1":"Others","2":"1994","3":"0.44825662"},{"1":"Others","2":"1995","3":"0.42419648"},{"1":"Others","2":"1996","3":"0.41555038"},{"1":"Others","2":"1997","3":"0.41722595"},{"1":"Others","2":"1998","3":"0.40115108"},{"1":"Others","2":"1999","3":"0.46338067"},{"1":"Others","2":"2000","3":"0.48638030"},{"1":"Others","2":"2001","3":"0.49088670"},{"1":"Others","2":"2002","3":"0.44640506"},{"1":"Others","2":"2003","3":"0.50348809"},{"1":"Others","2":"2004","3":"0.51685660"},{"1":"Others","2":"2005","3":"0.51468245"},{"1":"Others","2":"2006","3":"0.51139452"},{"1":"Others","2":"2007","3":"0.57622601"},{"1":"Others","2":"2008","3":"0.57671796"},{"1":"Others","2":"2009","3":"0.67660107"},{"1":"Others","2":"2010","3":"0.62708052"},{"1":"Others","2":"2011","3":"0.64780164"},{"1":"Others","2":"2012","3":"0.64082866"},{"1":"Others","2":"2013","3":"0.65648321"},{"1":"Others","2":"2014","3":"0.67499319"},{"1":"Others","2":"2015","3":"0.67471652"},{"1":"Others","2":"2016","3":"0.66595348"},{"1":"Others","2":"2017","3":"0.68289125"},{"1":"Others","2":"2018","3":"0.67446912"}],"options":{"columns":{"min":{},"max":[10]},"rows":{"min":[10],"max":[10]},"pages":{}}}
</script>
</div>
<p>Some facts:</p>
<ul>
<li><p>Between 1950 and 2000, the COC of economics averaged at 0.225,
way lower than the average for the SSH at 0.361.</p></li>
<li><p>Between 2000 and 2018, the COC of economics has growth by 20.88
points of percentage (from 0.25 to 0.459), which gives an average growth
rate of 0.034.</p></li>
<li><p>Since 2000, most of the other social sciences have also become
more outward looking. Taken together, their COC went from 0.406 to
0.472, which corresponds to a growth rate of 0.008.</p></li>
<li><p>Management overtook economics as the least outward looking
discipline in 2011. Its COC in 1950, 0.662; in 2000, it was 0.369; and
in 2018, it stayed at 0.368.</p></li>
<li><p>The ratio of the COC of economics to the COC of all social
sciences in 2000 was 0.615 while, in 2018, it had grown to
0.971.</p></li>
</ul>
</div>
<div id="weighed-citations" class="section level3" number="4.1.2">
<h3><span class="header-section-number">4.1.2</span> Weighed
citations</h3>
<p>Angrist et al. (2020) weigh citations by the ‘importance’ in the
discipline of the journal from which they originate. In this subsection,
we construct similar weights – customized and normalized impact factors
– and then reproduce the analysis from the previous subsection with
weighed citations.</p>
<p>We create a customized impact factor with two properties:</p>
<ol style="list-style-type: decimal">
<li><p>Only citations from inside of the journal’s discipline count for
the impact of this journal.</p></li>
<li><p>Our impact factor looks back 5 years instead of only 2 years for
the standard impact factor. We take a longer window because the
temporality of citations in the SSH is longer than in the other
sciences.</p></li>
</ol>
<p>The combination of these two properties implies that, for journal
<span class="math inline">\(j\)</span>, our impact factor in year <span class="math inline">\(y\)</span> is equal to: <span class="math display">\[
IF_{j,y} = \frac{ \#(d_y \rightarrow j_{y-5}) + ... + \#(d_y \rightarrow
j_{y-1})}{ \#(j_{y-5}) + ... + \#(j_{y-1}) },
\]</span> where <span class="math inline">\(d_y \rightarrow
j_{y-i}\)</span> is a citation from an article published in year <span class="math inline">\(y\)</span> in a journal in <span class="math inline">\(j\)</span>’s discipline which is directed to an
article published in <span class="math inline">\(j\)</span> in the
previous year <span class="math inline">\(y-i\)</span>. We put a
treshold of 25 articles published during the 5 year window to get rid of
weird cases (e.g. a journal with only one article, but substantially
cited). Under 25 articles published in the previous five years, a
journal is not considered.</p>
<p>Finally, we get an annual weight for each journal by normalizing the
impact factors (they sum to 1 in each discipline for each year).</p>
<p>We create a table containing, for every journal, the number of
articles it cited every year in every journals.</p>
<pre class="r"><code>dt_citing_cited <- readRDS(paste0(path_to_project_data, "dt_citing_cited_all.rds"))
discipline_info <- readRDS(paste0(path_to_project_data, "discipline_info.rds"))
setkey(dt_citing_cited,Year, citing_discipline,
citing_code_revue, cited_discipline, cited_code_revue)
dt_citing_cited_journals <- dt_citing_cited[,list(N = .N), by= key(dt_citing_cited)]
dt_citing_cited_journals <- merge(dt_citing_cited_journals,
discipline_info[,list(Code_Discipline,
Discipline_citing =
discipline,
EGrande_Discipline)],
by.x = "citing_discipline",
by.y = "Code_Discipline")
dt_citing_cited_journals <- merge(dt_citing_cited_journals,
discipline_info[,list(Code_Discipline,
Discipline_cited =
discipline)],
by.x = "cited_discipline",
by.y = "Code_Discipline")
dt_citing_cited_journals <- dt_citing_cited_journals[between(Year, min_period,
max_period)]
setkey(dt_citing_cited_journals, Year, citing_discipline, N)
saveRDS(dt_citing_cited_journals, file=
paste0(path_to_project_data, "dt_citing_cited_journals.rds"))
rm (dt_citing_cited_journals); rm(dt_citing_cited)</code></pre>
<p>We then created the journal weight by the procedure described
above.</p>
<pre class="r"><code># The standard data with all the citation links at the level of articles
# that involve the SSH:
dt_citing_cited <- readRDS(paste0(path_to_project_data, "dt_citing_cited_all.rds"))
dt_citing_cited <- adding_disc_name_to_dt_citing_cited(dt_citing_cited)
setnames(dt_citing_cited, c("Year", "cited_year"), c("Year_citing", "Year_cited"))
setkey(dt_citing_cited, Year_citing, citing_code_revue,
Discipline_citing, Discipline_cited)
# Extracting all the journal_ids
all_j_codes <- c(dt_citing_cited[,unique(citing_code_revue) ],
dt_citing_cited[,unique(cited_code_revue)]) %>%
unique() %>% sort()
# Loading a table with the number of articles per year-journal:
nb_articles <- fread(paste0(path_to_project_data,
"nb_articles_per_year_and_journal.csv"))
setnames(nb_articles,"Annee_Bibliographique","Year")
nb_articles <- nb_articles[between(Year,min_period,max_period) &
Code_Revue %in% all_j_codes]
# Some parameters
window_length =5
journal_impact_per_window <- data.table(
citing_Year = numeric(), discipline = character(),
journal_ID = numeric(), Impact = numeric(), impact_weight = numeric())
for( i in c(min_period:max_period))
{
# This is to make sure we don't count the impact of a journal
# that doesn't exist anymore (since we are looking 5 years back)
code_revue_in_year <- unique(dt_citing_cited[Year_citing == i]$citing_code_revue)
# Working with a smaller object for the period: year where citations occur
dt_citing_cited_for_w <- dt_citing_cited[Year_citing == i]
# Counting number of articles published by every journals
# in a given period and removing the journals with too few articles.
nb_art <- nb_articles[Year %in% (i-window_length):(i-1) &
Code_Revue %in% code_revue_in_year,
list(nb_articles = sum(nb_art)),
by = Code_Revue][nb_articles > 5*window_length]
# Counting nb refs internal to the discipline to each journal
impact <- dt_citing_cited_for_w[Year_cited %in% (i-window_length):(i-1) &
Discipline_citing == Discipline_cited,
list(nb_ref = .N),
by = .(Discipline_citing, cited_code_revue)]
#Merging nb refs and nb articles
impact <- merge(impact, nb_art, by.x = "cited_code_revue",
by.y = "Code_Revue", all.x = TRUE)
#Calculating impact
impact <- impact[!is.na(nb_articles)] # removing journals with too few articles
impact[ , Impact:= nb_ref / nb_articles]
# Calculating weighted impact (we normalize the impact
# so the weights of every discipline sum to one each year)
impact <- unique(impact[,list(code_revue = cited_code_revue,
Discipline_citing, Impact)])
impact[, impact_weight := Impact/sum(Impact), by = "Discipline_citing"]
#Adding a Year column and binding to the journal_impact per window table.
impact$citing_Year <- i
journal_impact_per_window <- rbind(
journal_impact_per_window,
impact[,list(citing_Year, discipline = Discipline_citing,
journal_ID = code_revue, Impact, impact_weight )])
# print(paste0(Sys.time(), " Calculation for normalized impact done for year ", i))
}
# top_5_journal_impact <- journal_impact_per_window %>%
# group_by(citing_Year, discipline) %>%
# top_n(n = 5, wt = impact_weight) %>%
# data.table()
#
# top_5_journal_impact$Top_5 <- TRUE
# journal_impact_per_window <- top_5_journal_impact[journal_impact_per_window,
# on=.(citing_Year, discipline, journal_ID, impact_weight)]
# journal_impact_per_window[is.na(Top_5), Top_5 := FALSE]
setkey(journal_impact_per_window,citing_Year,discipline,impact_weight)
# Producing a flag for the 5% top journals by discipline for each year.
perc_top <- .05
journal_impact_per_window[,Top_5perc := c(rep(FALSE, (.N - max(1 , round(.N *perc_top)))),
rep(TRUE, max(1 , round(.N *perc_top)))
)
, by = .(citing_Year,discipline) ]
save(journal_impact_per_window,
file=paste0(path_to_project_data, "journal_impact_per_window.RData"))
rm(dt_citing_cited); rm(journal_impact_per_window);
#rm(top_5_journal_impact); rm(dt_citing_cited_for_w); rm(nb_articles)</code></pre>
<p>Now, the same graphics as before, but with weighted citations:</p>
<pre class="r"><code>dt_citing_cited_journals <- readRDS(
paste0(path_to_project_data, "dt_citing_cited_journals.rds"))
load(paste0(path_to_project_data, "journal_impact_per_window.RData"))
setnames(dt_citing_cited_journals, "Year", "citing_Year")
dt_plot_weighted <- dt_citing_cited_journals[!is.na(Discipline_cited),
list(citing_code_revue, Discipline_citing,
Discipline_cited,
citing_Year, N )][,list(Nb_cited =sum(N)),
by = list(citing_code_revue,
Discipline_citing,
Discipline_cited,
citing_Year) ]
# Getting the weights in there.
dt_plot_weighted <- merge(dt_plot_weighted,
journal_impact_per_window[,list(discipline,journal_ID,
citing_Year,
Journal_weight_in_disc =
impact_weight )],
by.x = c("Discipline_citing", "citing_code_revue", "citing_Year"),
by.y = c("discipline","journal_ID", "citing_Year"))
## Calculating proportions of extradisciplinary citations
# On total SSH:
interdisc_ssh_weighted <- dt_plot_weighted[
Discipline_citing %in% core_SSH,
list(Proportion = .SD[Discipline_citing != Discipline_cited,
sum(Nb_cited*Journal_weight_in_disc)]/sum(
Nb_cited*Journal_weight_in_disc)
), by = citing_Year]
setnames(interdisc_ssh_weighted,"citing_Year","Year"); setkey(interdisc_ssh_weighted,Year)
ggplot(interdisc_ssh_weighted,aes(x=Year,y=Proportion)) +
geom_smooth(se=F, method="loess")+ ylim(0,max(interdisc_ssh_weighted$Proportion)) +
theme_minimal() +
theme(axis.text=element_text(size=10),
axis.title=element_text(size=12 )) +
annotate( "text", x=max(interdisc_ssh_weighted$Year), y=-Inf,
hjust=1,vjust=-0.5,
label="Curve smoothed by local polynomial regression",
size=4, color="darkgrey" ) +
ylab("COC (citations outside category)") #+</code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'</code></pre>
<pre><code>## Warning: Removed 1 rows containing missing values (`geom_smooth()`).</code></pre>
<p><img 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width="100%" /></p>
<pre class="r"><code> # ggtitle("Extradisciplinary citations by the main social sciences")
#Proportion of extradisciplinary citations per discipline:
dt_plot_weighted <- dt_plot_weighted[
, list(Proportion = .SD[Discipline_citing != Discipline_cited,
sum(Nb_cited*Journal_weight_in_disc)]/sum(
Nb_cited*Journal_weight_in_disc)
), by = .(citing_Year,Discipline_citing)]
# Finding the order at the end to order in the legend
order_disc <- unique(dt_plot_weighted[
, Prop := predict(loess(Proportion~citing_Year),
citing_Year),
by = Discipline_citing][citing_Year == 2016,][
order(-Prop),Discipline_citing])
dt_plot_weighted$Discipline_citing <- factor(dt_plot_weighted$Discipline_citing,
levels = order_disc)
# Finding the order at the end to order in the legend
setnames(dt_plot_weighted, "citing_Year", "Year")
order_disc <- dt_plot_weighted[Year== 2016][order(-Proportion),Discipline_citing]
dt_plot_weighted$Discipline_citing <- factor(dt_plot_weighted$Discipline_citing,
levels = order_disc)
dt_plot_weighted <- dt_plot_weighted[!is.na(Discipline_citing)]
ymin= min(dt_plot_weighted$Proportion); ymax =max(dt_plot_weighted$Proportion)
#Abreviations for the labels at the end of the line
dt_plot_weighted[Discipline_citing == "Psychology", Disc_abreviation := "Psychology"]
dt_plot_weighted[Discipline_citing == "Economics", Disc_abreviation := "Economics"]
dt_plot_weighted[Discipline_citing == "Political Science &\nPublic Administration",
Disc_abreviation := "Political Science"]
dt_plot_weighted[Discipline_citing == "Sociology", Disc_abreviation := "Sociology"]
dt_plot_weighted[Discipline_citing == "Management", Disc_abreviation := "Management"]
dt_plot_weighted[Discipline_citing == "Anthropology &\n Archaeology",
Disc_abreviation := "Anthropology"]
dt_plot_weighted$Discipline_for_plot <- dt_plot_weighted$Discipline_citing
dt_plot_weighted[!Discipline_citing %in% core_SSH, Discipline_citing := "Others"]
#Plotting
dt_plot_weighted[Discipline_citing %in% core_SSH] %>%
mutate(label = if_else(Year == max(Year),
as.character(Disc_abreviation), NA_character_)) %>%
ggplot(mapping = aes(x=Year, y=Prop, col = Discipline_citing)) +
geom_smooth(se=F,method = 'loess',
aes(x=Year, y=Prop,col = Discipline_citing, linetype = Discipline_citing),
show.legend=FALSE) +
scale_color_manual(name = "Disciplines", breaks = core_SSH, values = colors) +
scale_linetype_manual(name = "Disciplines", breaks = core_SSH, values = linetypes) +
# guides(linetype=guide_legend(keywidth = 3, keyheight = 1,nrow=2,byrow=TRUE),
# color=guide_legend(keywidth = 3, keyheight = 1,nrow=2,byrow=TRUE)) +
new_scale_linetype() + # geoms below can use another linetype scale!
geom_smooth(dt_plot_weighted[Discipline_citing == "Others" &
Discipline_for_plot != "Arts"],
mapping = aes(x=Year, y = Prop#, group = Discipline_for_plot
, linetype = Discipline_for_plot),
color = alpha("gray",.4),
se=F, method = 'loess') +
scale_linetype_discrete(name="Other Disciplines") + theme_minimal() +
theme(legend.position="bottom", legend.box = "vertical",
axis.text=element_text(size=10), axis.title=element_text(size=12)) +
ylab("COC (citations outside category)") +
xlim(c(NA, 2026)) +
annotate( "text",x=max(dt_plot_weighted$Year),y=-Inf,
hjust=.7,vjust=-0.5,
label="Curves smoothed by local polynomial regression",
size=4,color="darkgrey" ) +
guides(linetype=guide_legend(keywidth = 3, keyheight = 1,nrow=4,byrow=TRUE)) +
geom_label_repel(aes(label = label), nudge_x = 1,
xlim = c(2015, NA), na.rm = TRUE, show.legend = FALSE) </code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'
## `geom_smooth()` using formula = 'y ~ x'</code></pre>
<p><img 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6Wlpbe3t1zfx9bWdvfu3TLB+vXrBw4caGVlJYQYOHDgwIED//33X+XnFRcXJ8cNWVtbV69e3c3NTR5u9uzZBqWRpzBixAjNlnxLrtlr5syZDRo0aNy48YwZM2bNmlW9enUhxFtvvZWZmalJGRYWJnNzc3OrWbOmpuMSHh6uSbN8+XIhxIQJE/S8L2q12sPDQwgRGRmpP1nuM1JSnzplyM7O/vjjj2VRraysXF1dhRBmZmY9evSQ75fyGi5ESUlJ2q2BERdydna2TpOSlpZmaCbp6ek6maSnpxuaSVpamk4m2pe2Qs+ePcvIyDB0L/1mz54thKhdu3ZWVpaeZDt27Ni4ceP9+/c1W5R8zNTKri+1Wj19+nSVSiWEcHR0lNna29v37NlT+9Olp/1Rct21b99eCLFkyRIzM7OGDRuOGTOmS5cupUqVEkKMHj1ak0xJg/zkyRNLS0tra+uUlBTts1iyZIkQolu3bga9BSh2//77r87lacSFlpqaWvA+jxHNQsHbyZycnNwlSU5ONjQfJeQ9ZdKkSZotSm6vL+s+qQvWLyrEO7v+Dl6J6HL4+fkJIdatW5fnXzUrQF+4cMGgys999NezMou4e6NBAAhAIUhMTNxXYLdv3y54SU6fPl3wkuTk5BSwGElJSUeOHCn46ejw9vYWQixfvlx/slu3bslbyPXr19VqdVZWlhDC2dlZO428OQkhatWqdfPmTblxz5498lZ6/PhxuSUtLU3enMLCwuSX2OfPn//vf/+TtyvNjjI3+VPM/v379X+pU+sNAGmWfz5x4oT+zG/evGlpaalSqaZNmyajh0lJSfLLm5eXl/a3ZTlyWPsoCs9Lzjzv3Lnzk/8LC8pRCZaWlpp4pZI0Oh0IhSWXe7m4uPTs2VPTXXj27FmFChWEEFFRUXLLtWvXhBA2Nja7du2SWzIzM2UHpVKlSppTfqUBIIX1qVMG+XOolZXVihUrZGDuzJkz1apVkx8ATQBISQ0XomPHjmm3BseOHTM0h/T0dJ0m5cqVK4Zm8ujRI51MHjx4YGgm165d08nEiBo7ceLE48ePDd1Lv3fffVcI8d///tegvRR+zBReX3JpsFKlSm3atEl+AT5x4oT8/ItcAaDc7Y/C604GgCwsLMaOHavZePLkSdnR13y6FDbIbdu2FUL8/PPP2tXSrFkzIYR8bhpKkPv37+tcnk8M//3pwoULBe/zGBFcPn78uHYOR48eNTSHjIyM3CWJiYkxNB8lXhYAyvf2mmf3qYD9osK9s+vp4JWILof+AJAcKenu7q6JjRrX2XhtK7OIuzcaTAEDgJIhMzPz9u3bQohatWrpT+nl5SUf1ZTnlAcd69evr1Klinz9zjvvvPfee0Jr+tXXX3/94MGD0NDQefPmyV+tbW1tZ8yY0b9///T09Hnz5mlnlZaW9ssvv7Rq1crc3Nzg0xMiPj5+w4YNXbt2FUIEBAT4+/vrz3zKlCmZmZkDBw6cPHmyXNrZyclp/fr1/v7+d+/eXblypZ5jKTwvGY2aOHGi5qkQ/fr169SpU4MGDe7fv688jQ6DSp6enr5w4UL5PVAI4ejo2KFDB6H1Hsk5U6GhoXK7EMLCwmLMmDFlypS5d+9eamqqnnp4mZCQELe8LFu2LM/0Bn1OpJycnClTpggh5s+fP3jwYGtrayFE/fr1//zzT83JSkbUMF5zsmkydDkMhR8zhdeXfCb07NmzQ0JC5E+4DRs23LhxY56Hzt3+GHTdVapUSQ56kho0aDBp0iQhxNSpU3UOpL9B/uCDD4QQ27dv16T/559/Dh8+7OzsHBwcrLwmAQgFt9c8FUq/qCjv7K9/l0OHWq1++PBhRETEiBEj5EQqS0tL+ScjOhuFW+bCrczi6t4QAAKAkkEzbbhq1ar6U5qZmcmvEJrRsy/TqFGj+vXra2+RO8qfQYQQkZGRQoiRI0fq7Cgnox04cEB7Y9OmTWvXrq3/iNo6d+6s0lK+fPlevXrFxcW5ubl9//33Or2l3JnLo3/66ac62crSRkVF6Tm0wvOys7MTQmzZskUuIy3t2LHj6NGjciivwjQ6DCp5YGBg2bJltbfIqVLZ2dnyv3379tX8aqTx4sUL+SZqkhkkOTk5IS8vXrzIM71BnxPp3r17t2/fdnFxGTRokPZ2b2/vzp07a28xoobxmpOtmRwJqG3q1KmqXDSPgFH4MVNyfT1//jwqKsrW1nbAgAHaad5++235i7SO3O2PQdfdxx9/LGNMGv3791epVPv27cvJydFszLdB7ty5s5mZ2a5duzTXghwN1K1bNxlCBaBcvrfXPBVKv6go7+yvf5fjo48+0m7zzczM3N3d+/bta2FhERkZ2b17d01KIzobhVvmwq3M4ure8BQwACgZNDOWHzx4IAeR6iGXTZU/j+ghp6Zr0/mWIsfNrly5UmdRZxkI+Oeff7Q3enl56T+cDjs7O82vOvLQVatWbdKkyRdffCHvkXoyT09Pj42NtbCw8PHx0Ukpv79p5sHlSeF5DRkyZODAgXPmzFm9enVoaGjr1q1btGih8zAIJWkKUvLcX5JfJjMz8/Lly2fOnDly5EhkZOSzZ88U7phbZGRku3btlKc36HMi3bhxQwjh6+srf0PT5u/vv2XLFs1/Da1hvP7s7OxSUlJiY2N1ttvY2Gg/6iUzM1N71XYlHzOF19etW7fUarW3t3fuRrJ27dq51xPV07gpue5yt7T29vbu7u5xcXFxcXGaeWf5Nshly5Zt1qxZdHT0/v375RUqhyzJCQgADKL89qqtUPpFRXZnLxFdjlKlSsm1GiW1Wp2ampqdnR0fH79t27agoCDNL4JGdDYKscyFXpnF1b0hAAQAJYOtrW2ZMmUSExMvXbrUoEEDPSkfP34sx/5UqlRJf56aQad5ysjIkPn88MMPeSZITU3NycnRfEUx9Ka1fv36Tp06KUysk/nDhw9zcnLKli2be7qZnB+uZ/Ss8vMaMGCAk5PTF198cfny5cWLFy9evNjCwqJVq1ZfffVVkyZNZGIlaQpScvkDkX7r169fuHDhhQsX0tPThRClS5cODAx8+vRpSkpKvvsWnKGfEyk+Pl783ynr0IlvGlrDeP1VrFjx4cOHueeojh8/fvz48Zr/btq0SS7eIRR/zBReX/fu3RNC6Pw2q51MR56Nm/LrLndEWwjh5uYWFxcXGxurCQDpb5ClDz74IDo6evv27e3atbt169aJEycqVqzYsmXLfHcEoEPJ7VVHYfWLiuzOXiK6HN99912vXr20t2RmZu7du7dv374rVqyoWbOmHHFjXGejEMtc6JVZXN0bAkAACoGdnV3ucLihHB0dC14ST0/PcuXKFTAT+VyYgrC1tdWs41CI2rRps3nz5t27d/fu3VtPsj179gghHBwcGjZsWJDDWVlZyZBTSkqKvb19vukLXm/KMy9fvryZmVlCQkJ2drbOnViOfpIPiciTQefVrVu3bt26XblyZffu3QcPHvz999//+uuvffv2RUVFNW/eXHmaQil5nlauXCnX0OnRo0dQUFBgYGD16tVVKpW3t3fRBIAM/ZxInp6eQoiHDx/m/pOMDWkzqIYLyNvbWzPjRgihsyCRErl/Hsx3LF5uDg4OOpk4OTkZmknZsmV1OqDaY+4U8vLyUv62KtSqVatTp07t3r1brgP1MtpP3lX4MVN4fcnbRJ6TZPPcmLtxM+i6e/DgQe485Y/Vecab9Ojateunn376yy+/LFu2TK6QGhoamucXHrzmXFxcCt5QVKhQQUncUD8jlu2rXLlyAdtJc3Pz3P3G138mY5H1iwrrzl5CuxyWlpbt27efOHHi6NGjf/31VxkAMq6zUYhlLvTKFEXbvdEgAASgEFhbW+c7Kalo5PlDa9GzsrIqeBwqt379+m3evHnDhg1Dhw59++2380yTkpIybtw4IUSfPn2M6JPpqFq1amJi4uXLlxs1aqS9Xf4OY21tXVwVbm1tXbFixfv371+7dk1nKdmLFy8KIfRPn1ZyXllZWYmJiebm5q6urjVr1qxZs+bo0aOfPn06bNiwjRs3Ll++vHnz5krSFG7Jc5OLy27atElnOFWhrMWokBGfE/lIu0uXLqWnp+t0+s+fP695bUQNF1Ceo0IMYmZmVvD20MbGpuCZODk5GRE20qF5MG0h6t2794IFC44ePbpx40bNGB8dL168+OWXX7S3KPmYKby+5L+3b9/+999/dSYhKlk7Xxh43Z07d05ny507dxITE62trTXDfxTy8PBo1KjR33//fezYMRkAYv5XCWVnZ2fECBQdLi4uBQ8AGeE1aSeLRdH0iwrrzl6iuxwBAQHi/w+gG1f5r2dlFn33RoNfDACgxAgODm7durVarf7444+1vyRrJCUl9enTJzY2tnTp0vK5mAXUqlUrIcSSJUt0ts+aNcvDw+NlD1woGi1atBBCLFq0SGf74sWLhRD6b5xKzisxMbF8+fIVK1bU7iK4uLh07NhRCCGXJlGSpnBLnpscR6AzB+TEiRMJCQkG5VMQRnxOPDw8fHx8nj59qvPUjNjY2M2bN2v+a1wN4zVXr149ua7nZ599dunSpdwJsrOzhw0bphOLUfgxU3J9OTo6BgQEPH/+fM2aNdppTp06dfLkSSWnYNB19/333+t805g7d648IyMG78hngc2aNevs2bM1a9bUeWAigFeqaPpFhXhnL7ldDvlAW+1RmcZV/utZmcXYvSEABAAlyU8//VS5cuUbN240bNhwypQpx48fT0tLy8rKunTp0urVq2vXrr1jxw4bG5uNGzfq/LaWmppqxO1k/Pjxzs7OP/7445dffikfUqBWqzdu3Dhr1iwrK6v+/fsX2okZ7ssvv7S0tFy5cuXcuXMzMzOFEKmpqX379j158mSlSpWGDBmiZ18l51WuXLlKlSplZGRMmDBBThoXQty7d2/hwoVCiLfeekthmsIteW5yFL120CQ6Olp+RRRC3L5926DcjGPE50SlUsnpP2FhYT/88IOshytXrrRr1057ZoFxNYzX33fffefj4/Pw4cPAwMBJkyZFR0fLR4PFxcVt377d399/zZo1sq+vofBjpvD6mjFjhhBi3LhxO3fuVKvVQoiLFy9++OGHcpZcvhM3DLrunjx5EhwcLL+EPH/+fOrUqeHh4UKIadOmGVF18ii//fabEEJn4QwAhU6n+1Q0/SKDWhj9HbyS3uVITEzUPCTLuMp/PSuzOLs3agBAifLo0aO2bdtqmnEzMzPtpydUq1bt2LFjOrvIZQirV6/erl07uWXdunVCiBEjRuikDAsLE0KsWrVKs2XHjh1yeSZra2tfX185H8TMzGz9+vWaNC/L7WXkkxF27NihJLGezDW/9tjY2NSoUUNOyXZzc9u3b592MvlcIZ19lZyXZgaKo6Ojn59f1apV5c/1TZo0efHihfI0uU9BSclfduITJkwQQixZskT+96effpJZ+fn5BQUFycWnunTpEhISIs9u9uzZarV6+fLlQogJEybor205ISUyMlJ/stxlU1KfOmXIzs7WPITbxsZGLoZibm4+f/58IcTAgQOV1zBKosePH7/zzjvanVL5e6/8PMybNy81NdXS0vLjjz/W7KLkY6ZW3DJ89tlnMpmLi4tcMr9hw4bffPONEOL777+XaV52GSq87tq3by+EGDBggIwreXh4yJm5KpVq2rRpmtyUN8hSvXr15NFv3rxpTNUDbxI5z3TSpEmaLQpvr+q8uk/qgvWLCvfOnmcJS1CXQz48a926dXn+Va7WL4Q4e/asZqMRnY3XtjKLq3vDCCAAKGHc3Nx2794dFRU1aNAgHx8fe3t7MzOzSpUqde3a9ccff7x8+XJgYKDOLsuXL69cufK9e/eM+HGmU6dOMTEx/fv39/X1vXv3rpOTU2ho6Llz516HhSfCwsL27t0bGhpapUqVuLi4+vXrDxky5Ny5c61bt853XyXn1bFjx8OHD3fq1KlMmTLXr19PS0sLDAxctmzZ/v37NeuGKElTuCW3srKqU6eO5vGiPXr02LlzZ7NmzeLi4i5dulS7du2IiIht27aFh4ePHj26cePGhi4yYhwjPidmZmarVq2KiIgIDg52dHRMS0sLCgrat29f3759e/TooZnhb1wN4/Xn6uq6Z8+e33//vVevXpUrV7axsbG0tPTz8xs7duzly5fDwsLs7OymTp0aFBSk2UXhx0zh9fX111//9NNPbdu2VavV6enpQ4YM2b9/vxyAlu/azAZdd/369fvrr786d+6ck5Pj5ubWqVOnXbt2TZ482eiqkytZNG3a9FU8bQB4Y+ncXsVLuk+vol9k9J1dSQevhHY5PD095XEHDRqk2WhE5b+2lVlc3RuVWq1+dbkDAAAAJcWQIUNWrFhx+vTpQllbJzg4ODIy8tChQy9btt84vXr12rBhw7fffjtixIhCzBYAYPIYAQQAAIA3S7NmzSwtLaOjo7U3JiQkbNiwwdHRsVatWsVVsHwlJydv377dwsJCzl8AAEA5AkAAAAB4s4SEhGRlZfXr12/37t2pqalPnz7ds2dP69atU1JSBg8ebG1tXdwFzEN2dnZGRsbEiRNfvHjRoUOHgj+KGwDwprEo7gIAAAAARWrUqFFXr14NDw+X6zRrBAcHT506tbhKpV9wcHB0dHR6erqVlZV8iB4AAAYhAAQAAIA3ztKlS0eMGPHLL7/cuXPH3Ny8WrVqAQEBLVu2LO5yvZSPj8/Ro0erV68+d+7cgICA4i4OAKDkYRFoAAAAAAAAE8caQAAAAAAAACaOAFDx2L9//+jRo/39/cuXL29tbe3h4dGkSZOJEyeePHnSiNwcHBxUKtWMGTMKvZwF8f3336teokyZMnXq1Pn0009PnDhR3MUsNNnZ2fLsli5dWtxlAQAAAADg/0MAqKidPHny7bffbtOmzeLFi2NiYuLj4zMyMmJjY48fPz5z5sxGjRq9//77169fL+5ivlpPnjy5cOHCokWLAgMD+/Xrl5aWVtwlAgAAAADAlLEIdJHasGFDv379MjIyhBB2dnbt27f38/MrXbr0o0ePTp06tXfv3szMzN9+++3gwYPbt29v3bq1zu6TJ0+ePn26q6vr48ePi6P4Rho8eLD2UoWZmZkPHz48dOjQwYMHc3Jy1qxZc/PmzT/++MPOzk6T5sCBA61atRJCNGzYsAhGCb26wxXxiQAAAAAAkCcCQEVn+/btH330kVqtNjc3HzNmzOTJkx0cHLQTxMfHjxs3LiIi4tmzZ+3btz98+HDDhg2Lq7SFqG3bth988EHu7WfPnu3du/f58+cPHjwYFhYWHh5e9GUDAAAAAOBNwBSwInL//v0BAwao1WpLS8tNmzbNnTtXJ/ojhChXrtzatWsXLFgghMjIyAgNDTXtuVH16tXbt29ftWrVhBArVqw4ffp0cZcIAAAAAADTRACoiEyfPv3p06dCiGnTpuU5HEZjzJgx/fr1E0LcuHHju+++K6LyGeLAgQMrVqwolIWKXF1dFy1aJIRQq9XLly/XbG/WrFlSUlJSUtL+/fsLfpR8vbrDFfGJAAAAAACQJwJAReHRo0dr164VQlStWnXs2LH5pl+wYIFcEGfhwoXZ2dlCiKFDh6pUqunTpwshEhIS5NOmZOhExx9//NGhQ4dy5crZ2trWrl27X79+t2/fzvMoqampc+bMadq0aZkyZRwcHOrVqzd06NBr167lTimfMrZ79+7k5OSgoKBWrVoNGTJk3759htTBS3Xo0KFKlSpCiE2bNsmTFUKYm5t7eHg4OzvnPsfk5OSvvvqqVatWHh4ednZ2fn5+3bt3P3r06Mvyj4mJGTRoUJUqVWxtbb28vN59991ly5ZlZWVpp8nzcPIpZnXq1BFCJCQkTJo0ydfXt1SpUm5ubm3atFm9enVOTk6+Z/eyE5FVumvXLiHEwYMHu3btWrFixVKlStWuXXvAgAF37tzJMzflb5kRFQUAAAAAMGVqvHoRERGytr/++muFuwwePFjucvLkSbVaPWTIkNzv3TfffCMT29vbCyG++uqrCRMm5E5mbW199OhRnfxPnjxZoUKF3InNzMzmzJmjk1jmv2vXLu11qZcvX67/FFatWiVTbtmyRX/KESNGyJQXLlzQOej06dO1Ux45cqR06dJ5fpLHjh2bO+fp06ebm5vnTlyzZs3Y2Njc56h9OFl+Pz+/s2fPenh4CCHkA+w1mcjRPZr0mqDSkiVL9Oes2fjbb78tWLDAzMzMzs6uWbNmPj4+mrfs0KFDOudi0FtmaEUBAAAAAEwbI4CKgmb6T3BwsMJd2rdvr71veHi4Wq2eNGmSEMLV1VW+eaNHj9beZe3atbNnz65Vq9ayZcuOHz/+22+/dejQQQiRnp7ep08f7ZS3bt1q06ZNXFycEKJ79+7Lly/fuHHjp59+amdnl5OTM378+Pnz5+cu0qJFi/bv31++fPlx48atXr36vffeM6gS9PDy8pIv9C8D9OjRo65duz558sTW1nb48OEbNmzYsWPHzJkz3d3dhRDz5s2LjIzUTv/tt99OmjQpOzvb3d19woQJW7ZsWblyZbt27YQQV65c6dWrl5IhPBpmEWMAAB4fSURBVM+ePevYsWN8fHx4eHhiYmJCQsLt27dlxOrQoUP6Z/Pla+fOnWPHjp02bVpSUtLBgwevXLmyd+9eBweH9PT0jz76SDulQW+ZoRUFAAAAADB9xRp+elM0b95cCGFnZ6d8l3v37sk3aNCgQZqNOgEgDTmcRAjRunXrlJQU7T/JGJAQQnvAy7vvviuEMDc337p1q3biq1evVq1aVRb1n3/+yZ1/27ZtExISFJ6C8hFAGzdulCkXLFigc1DtgTNr1qyRyXbt2qW9+7Vr1ywtLYUQAwcO1GyMi4uztbUVQtSuXfv+/fva6T///HOZz86dO/UcTlN+nZTSlClT5J9+/vlnucWIEUBCiClTpujkPHv2bPmnmzdvajYa9JYZVFEAAAAAgDcBI4CKQkJCghDCzc1N+S5ly5bV3lcJMzOzJUuWaCIL0oABA+SLGzduyBcXL17cs2ePEGLkyJFdu3bVTlyjRo2VK1cKIdLS0nKvP21ubh4eHq49B6qwyAlWQgi5TvbLyPFBVlZWOgOpqlevPnTo0M6dO2uXbdWqVS9evBBCfPvtt5r8pZkzZzo6OgohoqKilBSvefPm77//vs7G8ePHyzdUe+1qQzk7O48ZM0ZnY4sWLeQLo98ygyoKAAAAAPAmsCjuArwRMjIyhBBy8IVCVlZWZmZmOTk5yp8E37x581q1auls9Pb2li/UarV88euvv8oXuUMPQojWrVv7+flduHDhyJEjOn8KCgqSqzUXOpVKpfMiTzJskZGRsXnz5pCQEO0/5V4r+o8//hBC+Pn5aa9bJFlZWc2dO/fGjRty7Ey+Bg0alHujra1t375958+ff/z4cSWZ5KlZs2YyFKVNs3aP0W+ZQRUFAAAAAHgTMAKoKLi6ugohnjx5onyXpKQkuUKN3FeJGjVq5N5oZqb7Fp84cUIIUbFiRU9PzzzzqVu3rhDiwoULOtsrV66ssCSGun//vnzh7OysJ1nnzp1lEO3DDz8MCAhYunTpzZs3X5ZYjoKpX79+nn/95JNP5s2bl+fS2rlp1mbWISs8LS3t0aNHSvLJTWFAzdC3zKCKAgAAAAC8CQgAFQX58KbExETlkYKrV69q76uEzkSnl4mPjxdCxMbGql5iw4YNQoiUlBSdHcuXL6+wJIbSBID0z5KrW7fumjVrXFxchBBnzpwZMWJEtWrV3N3de/fuvWPHDjnMSkpNTU1PTxdCvCxiYpBKlSrluV0zuurWrVvG5axwVqChb5nyigIAAAAAvCEIABUFuQi0EGLfvn0Kd9m7d698oVkRJl95Pu88N4VzytLS0nQekmVlZaWwJIa6e/eufOHv768/Zc+ePa9duzZ//vzmzZvL83348OG6deu6dOlSr149OVJGCJGZmSlfWFtbF7x4mtx0yDWGhBDPnj0zLmf9U940jHjLFFYUAAAAAOANQQCoKGie6R4eHq4kfVZWllzZ19bWtlWrVoVbGCcnJyFEQEBA/iuE55o+9orIp5I7Ojr6+vrmm9jV1fXzzz+Pjo5OTEz8/fffx44dK4cmXblypXPnzklJSUIIJycnWXjNw9QK4s6dO3lu18yrkmNtXh3j3jIlFQUAAAAAeEMQACoKvr6+7dq1E0JER0dv3bo13/Rff/21HBQzaNAgBweHwi2MXLnm0qVL2dnZhZuzcSIjI+Xjrnr06KF/ENOzZ8+ePXumGXfj5OQUHBw8d+7c+/fvT5w4UQgRFxd34MABIYSZmVnNmjWFEJcvX84zq7Vr1/bu3XvkyJFKSiiXE8rt6NGjQghzc/PatWsrycdohr5lyisKAAAAAPCGIABURKZNm2ZhYSGEGDhw4N9//60n5S+//DJp0iQhhIuLy/jx4wu9JEFBQUKIf//9d8uWLbn/mpaWVr9+fW9v71mzZhX6oXN78uTJqFGjhBAqlSrfJZl9fHycnZ07d+6ss93CwqJPnz7ydUJCgnzxzjvvCCGOHj2aZ23Pmzdv3bp1CscHLVq0KHfk5dq1a7ICmzZtamdnpyQfoxn6lhlUUQAAAACANwEBoCLSuHHj2bNnCyGSkpJat279zTff5F6LNyUl5X//+1/Xrl0zMzNVKlVERESeK0C/ePFC84BwI3Tp0sXd3V0IMWrUKM1S05JarR4zZszZs2fv3LnTsWNHow+h0MWLF4OCgq5fvy6EGDp0aL4LAAUEBAghoqKicj+hTBMZady4sXwxZMgQOR9q+PDhchFljVWrVl28eFEI0bZtWyXlvH379ujRo7VjQA8ePOjZs6dccGfYsGFKMikIQ98ygyoKAAAAAPAmsCjuArxBPv/88xcvXnzxxRfPnz//7LPPZsyY0aFDh5o1azo7OycmJp49e3b37t3yQU7W1tZr1qx57733dHKQY4jS0tLCw8NbtGhRpkwZGRcwiJWV1YoVKzp16vTo0aO6desOHjy4cePGbm5ud+7cWbt27bFjx4QQn376aSFOa/rrr7+0V5zJzMx89OjR4cOH9+3bl5WVJYRo3rz53Llz882nT58+f/zxR0ZGRps2bYYNG+bv729raxsXF/frr79u27ZNCNG0aVNNsX19fceNGzd79uyTJ082aNBgwIAB/v7+//777+7duyMiIoQQjRo1Gjx4sJLy29raLl269MyZM506dfLy8jp16tT69evj4uKEEG3atOnRo4fhVWIYQ98ygyoKAAAAAPBGyHdZWRSuXbt26V/quEWLFqdOncpz319//VU75TfffCO329vbCyGmT5+ee5eYmBiZOCoqSnt7RESEjY1N7qPLqVg5OTnaifXkr8eqVauUfAL79u2bmpqae/c8D6pnuE2dOnUePXqknTg7O3v48OEvS3zjxg39h9OU//fff5fLMOt46623nj59qkkvg1lCiCVLluR7Inqq9MqVKzKfyMhI7e0GvWUGVRQAAAAAwOQxBayodejQ4fz58zt37vzkk0/8/PxcXV0tLS3Lly8fEBAwZsyYAwcOHDhwQE7hye29996bPXt25cqVra2tK1as6OrqanQxevfufe3atbCwMD8/PwcHBwcHB39//759+549ezY8PFzh48mN5uTkVKtWrZEjR/79999r1qxRvobO0qVLjxw5EhISUrduXRcXF3t7+1q1ar3//vtbt26NiYlxc3PTTmxmZrZkyZLo6OiePXt6enpaW1tXrly5ffv2cjhP1apVFR60RYsWly5dGjlyZJUqVaytrV1cXFq0aLFy5cqDBw86OzsbdubK2NvbV65cWQaJNAx6ywyqKAAAAACAyVOpC7CaDGDCvv/++4EDBwohUlNTX/UyzwAAAAAAvFKMAAIAAAAAADBxBIAAAAAAAABMHAEgAAAAAAAAE0cACAAAAAAAwMQRAAIAAAAAADBxPAUMAAAAAADAxDECCABKjGfPnqlUKpVKdffu3TwTJCYmygSxsbFFXDYAUM7T01Oll4ODQ76ZbNq0SaVSDRo0qAgKDKAkunv3rmxS0tLSirsswGuBABAA4DUydOhQlUrl6+sr/5udna1SqVxcXPSkAVBC2dnZOb+Ek5NTcZcufzRQAICSxaK4CwAAAIA30datW9u1a1fcpQAA4E1BAAgA8Br54IMPqlWrVrp06QKmAYBiQQMFAHhtMQUMAEzZjBkzVCrVnDlzdLb37t1bpVLt2rVL/lcupbFo0aJ79+717NnT1dXV1ta2YcOGv/32mxDizp07oaGhbm5udnZ2/v7+69at08ktJyfn559/bt26taenp42NjZeXV3BwsNxXY/369fIQaWlp48aN8/b2trW19fHxCQsLe/r0qSZZfHx8WFjY6dOnhRDdu3e3sLAQQiQlJWmvCaKdRnvHkSNHBgYG2tvbV61a9eOPP75w4YJOORMSEsaPH1+/fn0HBwd3d/eWLVtu27bNqHoFUNQiIiI6dOjg5uZWpkyZDh06HDlyRCeBwuZO+vPPP3v27Fm9enVHR8eGDRvOmjXr33//1U6Qb7NmUAMVFRXVq1cvPz8/BweHwMDAoUOHXr16VTuBwhYSwCuS7yXfrl07lUq1bNkyzZbs7GxHR0eVSvXhhx9qZxUcHJxnWwS8DhgBBKAQZGZmpqamFv1xra2tS5UqZdAuGRkZRbMQoJmZWYlYw0LbjRs3GjVqFBQUNGXKlBMnTvz444+dOnVavHjxlClTAgMDJ02adPXq1e+++653795OTk7vv/++Zsfx48fPnz9fCOHm5ubt7R0bGxsZGRkZGRkeHj5kyBDtQzx//rxly5bm5uaDBg0yMzNbvXr1ggULjh49euDAAflVSltQUJCjo+Pq1autrKz69OljbW39spJHR0d/+OGHDx8+tLCwqFSp0r1799auXfvTTz/9+OOPISEhMs2DBw8aNGjw4MEDa2vrSpUqJSUlRUdHR0dHz549e/z48YVWiSjhnj17lpOToyeBjY2Nra2tngQ5OTnPnj0r7HLlwdnZWaVS6Unw/Pnz9PR0PQnMzc0dHR31HyU5OdnW1tbS0tKYIhaSnJycAQMGrFmzRghhZWXl6Oj4xx9/7N69W3N1G2rGjBmTJk0SQtjb27u6up45c+bUqVNbt249cuSIlZWVTJNvs6a8gfr6668///xzIYSlpaWHh8fJkyf//vvvtWvX7tixo23bttopDWohUaKlp6c/f/5ce4u9vb3+C01JB6bgzUJutra2NjY2ehJkZ2cnJycblGduVlZWdnZ2BcykIPK95Nu1a/fnn39GRUUNGzZM7nLu3LmUlBQhxMGDBzX5ZGdnHz58WKYvhtMA8sO9BEAhSElJOXv2bNEf19PTs1q1agbt8uTJk8uXL7+i8mizsbFp2rRpERyoEC1ZsuTbb78dMWKE/K+dnd3y5ctHjBjx+eefy16REKJChQqTJ09es2aNJgB0/fr1+fPn29jYbN26tUOHDkKIrKysxYsXf/7557NmzdIJAM2bNy84OHjt2rXyy8ywYcN8fX2PHDly+PDhli1b6pRnyJAhgwYNWr16dalSpVauXPmyYj9//rxHjx4PHz4MCwubOnVqqVKlXrx4MX369JkzZ/bp06dhw4ZVqlQRQkycOPHBgwedO3devXq1XLT1hx9+6N+//+TJk0ePHq2/d4s3x5UrV3S+lenw8vKSn6iXycrKiomJKexy5aF58+b6gwKxsbH//POPngT29vaNGjXSf5Rr165VrlzZ1dXVmCIWkvXr169Zs8bKyurbb7/t27evtbV1TExM9+7dN27caERu58+f/+KLL6ytrVetWhUaGmpubn7t2rUuXbqcOnVq1qxZU6ZMEcqaNYUN1K1btyZMmKBSqaZOnTp27FgbG5tnz54NGzZsw4YNgwcPvnbtmibkJAxsIVGiPX78+Pr169pb6tevr7OguI6nT59eunRJf7YtW7bUHwC6f/9+XFyc8nIKIapUqeLl5aUnQUZGRsEbPXd395o1axYwE6MpueRluPbAgQOavQ4dOiSEMDMze/Dgwc2bN6tWrSqEiImJSUlJKVeuXL169YrnZAC9mAIGACWPv7+/W15q1KhRkGyrVq06fPhwzX9lH8jR0fGrr77SbPzPf/4jhLh586Zmi5yIERoaKtMLISwsLMaMGVOmTJl79+7pDA1LT09fuHCh5luro6Oj3KsgUbmvv/76wYMHoaGh8+bNkyPCbG1tZ8yY0b9///T09Hnz5slkx44dE0JMnDhR08Pu169fp06dGjRocP/+faOPDsBoISEheTZlbm5un332mUyTk5MjgzLz588fPHiwHGhTv379P//807hBMZMmTcrJyfnyyy8/+ugjc3NzIUSNGjW+++47IcTOnTtlGoOaNf2mTJmSmZk5cODAyZMny0Czk5PT+vXr/f397969qxM5ehUtJIB8Kbnk/fz83N3dHz16dOXKFZlGjvTp2rWr0BoEFB0dLYRo27at/kgcUFwIAAFAyfP06dOEvDx58qQg2TZo0EC7vyIXMfXz89Oe8CI3Zmdna7b07dtXrVavXr1aO6sXL15kZWXppBRCBAYGli1bVnuLHFmgk8wgkZGRQoiRI0fqbB88eLDQ+rFOji3fsmVLRkaGJs2OHTuOHj1avXp1o48OwGjJycl5NmUJCQmaIMu9e/du377t4uIyaNAg7X29vb07d+5s6BFzcnIiIyPNzc0/+eQT7e1vvfXWzJkzu3XrplarhYHNmn6yCfr00091tssmKyoqSnvjq2ghAeRL4SWvMwjo0KFDHh4eH330kcgVAGL+F15bTAEDgJLnzp07eY7HTkxMLMhMjTxXA8l3iRCNzMzMy5cvnzlz5siRI5GRkXkug1K5cmWji/cy165dE0KsXLkyIiJCe/uLFy+EEJopMEOGDBk4cOCcOXNWr14dGhraunXrFi1a8KQeoBhFRkbm+zXpxo0bQghfX9/c8zT9/f23bNli0BHv37+fkZHh4eGhM9dGpVL997//zZ1eSbOmR3p6emxsrIWFhY+Pj86f/Pz8hBC3bt3S3vgqWkgAyum/5Nu2bbt27dqoqKhPPvnkzp07sbGxoaGhzZs3V6lUMgCkVqsPHjyoUqnefffdYjoDIB8EgAAABbV+/fqFCxdeuHBBLi1ZunTpwMDAp0+fysURtRX6Eo8ZGRmPHz8WQvzwww95JkhNTc3JyTEzMxswYICTk9MXX3xx+fLlxYsXL1682MLColWrVl999VWTJk0Kt1QACkt8fLwQwt3dPfefKlSoYGhud+/eFUKUL18+35TKmzU9Hj58mJOTU7ZsWTnXTJs8I535p8W7CC7wJlNyyb/77rsqlUqOAJLzv95+++3SpUv7+fmdP38+Pj4+ISEhMTExICBAZygf8PogAASgENjZ2eX+ebNojmvoLo6OjkVT1Nzd/ddKASeLaVu5cqVcmKNHjx5BQUGBgYHVq1dXqVTe3t4GfVMyjpWVVZkyZRITE1NSUuzt7fUn7tatW7du3a5cubJ79+6DBw/+/vvvf/311759+6Kiopo3b/6qi4oSwdvbW475f5l8P2Z5Dvd4FczM8pnIX7ZsWf2NpJJne3l5eeV7yq+Up6enEOLhw4e5/yRjQ/nSbu7kt7J8G8DCatbKly9vZmaWkJCQnZ2tc1N49OiRUBaKgklycXHRaSjyfaqpkg5MvuvOlCtXzsHBQUkJtY+rP4GlpWXBGz1DH+pauBRe8m5ubv7+/qdPn75+/bpcAbpZs2ZCiJYtW54/f/7QoUPyumb+F15nBIAAFAJra2sjfoktFqVKlSreTkaxkKtaaNN5+EhBzJ49WwixadOmTp06aW83aJ3UgqhatWpiYuLly5d1nmckBwdZW1u7urpmZWUlJiaam5u7urrWrFmzZs2ao0ePfvr06bBhwzZu3Lh8+XICQJAK/rOtmZnZa9IeOjk5OTk5FTATNze3QimM0by9vYUQly5dSk9P13nU+vnz53On19/ceXt7m5mZ3b9///nz5zr3gunTpycmJk6ZMsXZ2bmwmjVra+uKFSvev3//2rVrvr6+2n+6ePGiEIIFyN5YdnZ2hv6IZWtrq70kn3GcnZ2dnZ0LmIkOCwuL16TRM5ryS75t27anT58+cODAoUOHHB0d69SpI4Ro0aLFkiVLDh48KKPSBIDwOmMRaAAwZfJpMnLWg0Z0dHQhBoDkIjs6jyg+ceJEQkJCYR1Cv1atWgkhlixZorN91qxZHh4e8ilgiYmJ5cuXr1ixonZnzsXFpWPHjkKItLS0oikqAEN5eHj4+Pg8ffpU54FZsbGxmzdv1t6ipLmztrYODAzMzMzUye3evXtffPHFunXrZMisEJu1Fi1aCCEWLVqks33x4sVCCELPwOtA+SUv14HesWPHxYsXmzZtKkdiysv84MGD0dHR9vb2b731VhGVGzAcASAAMGU1a9YUQqxbty4mJkZuuXLlyoABA3R+SC8IOfBb+5tYdHT0Bx98IF/fvn274IdITU3VE6MZP368s7Pzjz/++OWXX8onfKnV6o0bN86aNcvKyqp///5CiHLlylWqVCkjI2PChAlyer8Q4t69ewsXLhRC0FcDXlsqlUo+Bj4sLOyHH37IzMwUQly5cqVdu3Y6k/UUNnezZs0SQkycOHHz5s1yuFB8fHyfPn3UanVoaKicQWNQs6a/gfryyy8tLS1Xrlw5d+5cWfjU1NS+ffuePHmyUqVKQ4YMMbJeABQe5Zf822+/XapUqV27dqnVajn/SwhRrlw5Hx+f06dPx8XFtWnTRsnsWqC4EAACAFPWrl27unXrpqamNmrUqGnTpv7+/n5+flZWVmFhYYV1iP/9739CiMGDB9epU+edd96pWrVqy5YtGzZsGBISIoRo0qTJnDlzjM7c3Ny8dOnSWVlZ/v7+7du3zzNN6dKl16xZ4+DgMHXqVEdHx1q1apUrVy40NDQzM/OHH37QLEzw7bffCiGWLl1atmzZOnXqVKtWzdvb+8SJE02aNBk1apTRJQRgtJCQELeX27hxo0z24YcfDhgwID09vX///o6OjhUqVPD19b1y5crcuXO1c1PY3LVs2XLy5MnPnz8PCQlxcXHx9fWtVKnSgQMH6tatK6eBCMXNmpIGqlq1ajNnzszJyRk/frxcw8XZ2TkiIsLNzW3NmjW5H20G4FXw8vLKs52Rw4SV92SsrKzkuGPxfwsASZrRQ8z/wmuOABAAmDIbG5s9e/YMGzasUqVKZ86cefLkyciRI48ePdqkSZMePXoYN2m/YsWKTZs21fy3R48eO3fubNasWVxc3KVLl2rXrh0REbFt27bw8PDRo0c3btzYw8NDT25WVlZ16tTR8/Dj5cuXV65c+d69e3oGE3Xq1CkmJqZ///6+vr537951cnIKDQ09d+5cz549NWk6dux4+PDhTp06lSlT5vr162lpaYGBgcuWLdu/fz/fwYBikZycnPBymsF6ZmZmq1atioiICA4OdnR0TEtLCwoK2rdvX9++fXv06KFZ/Et5czdt2rTdu3d36dLFxcUlLi6uXr16M2fO/PvvvzWrAilv1pQ0UGFhYXv37g0NDa1SpUpcXFz9+vWHDBly7ty51q1b51tF+baQAJRITEzMs515/vy5MLAnI2eBWVhYNG7cWLNRzgITBIDw2lPlXioPAAAAAAAApoQRQAAAAAAAACaOABAAAAAAAICJIwAEAAAAAABg4ggAAQAAAAAAmDgCQAAAAAAAACaOABAAAAAAAICJIwAEAAAAAABg4ggAAQAAAAAAmDgCQAAAAAAAACaOABAAAAAAAICJIwAEAAAAAABg4ggAAQAAAAAAmDgCQAAAAAAAACaOABAAAAAAAICJIwAEAAAAAABg4ggAAQAAAAAAmDgCQAAAAAAAACaOABAAAAAAAICJIwAEAAAAAABg4ggAAQAAAAAAmDgCQAAAAAAAACaOABAAAAAAAICJIwAEAAAAAABg4ggAAQAAAAAAmDgCQAAAAAAAACaOABAAAAAAAICJIwAEAAAAAABg4ggAAQAAAAAAmDgCQAAAAAAAACaOABAAAAAAAICJIwAEAAAAAABg4ggAAQAAAAAAmDgCQAAAAAAAACaOABAAAAAAAICJIwAEAAAAAABg4ggAAQAAAAAAmDgCQAAAAAAAACaOABAAAAAAAICJIwAEAAAAAABg4ggAAQAAAAAAmDgCQAAAAAAAACaOABAAAAAAAICJIwAEAAAAAABg4ggAAQAAAAAAmDgCQAAAAAAAACaOABAAAAAAAICJIwAEAAAAAABg4ggAAQAAAAAAmDgCQAAAAAAAACaOABAAAAAAAICJIwAEAAAAAABg4ggAAQAAAAAAmDgCQAAAAAAAACaOABAAAAAAAICJIwAEAAAAAABg4ggAAQAAAAAAmDgCQAAAAAAAACaOABAAAAAAAICJIwAEAAAAAABg4ggAAQAAAAAAmDgCQAAAAAAAACaOABAAAAAAAICJIwAEAAAAAABg4ggAAQAAAAAAmDgCQAAAAAAAACaOABAAAAAAAICJIwAEAAAAAABg4ggAAQAAAAAAmDgCQAAAAAAAACaOABAAAAAAAICJIwAEAAAAAABg4ggAAQAAAAAAmDgCQAAAAAAAACaOABAAAAAAAICJIwAEAAAAAABg4ggAAQAAAAAAmDgCQAAAAAAAACaOABAAAAAAAICJIwAEAAAAAABg4ggAAQAAAAAAmDgCQAAAAAAAACaOABAAAAAAAICJIwAEAAAAAABg4ggAAQAAAAAAmDgCQAAAAAAAACaOABAAAAAAAICJIwAEAAAAAABg4ggAAQAAAAAAmDgCQAAAAAAAACaOABAAAAAAAICJIwAEAAAAAABg4ggAAQAAAAAAmLj/B0V1MpD+jkceAAAAAElFTkSuQmCC" width="100%" /></p>
<pre class="r"><code>shades_of_gray <- c("Psychology" = "#404040",
"Economics" = "black",
"Sociology" = "#202020",
"Anthropology &\n Archaeology" = "#A0A0A0",
"Political Science &\nPublic Administration" = "#606060",
"Management" = "808080",
"Others" = alpha("gray",.3))
dt_plot_weighted[Discipline_citing %in% core_SSH] %>%
mutate(label = if_else(Year == max(Year),
as.character(Disc_abreviation), NA_character_)) %>%
ggplot(mapping = aes(x=Year, y=Prop, gr = Discipline_citing)) +
geom_smooth(se=F,method = 'loess',
aes(x=Year, y=Prop,col = Discipline_citing, linetype = Discipline_citing),
show.legend=FALSE) +
scale_color_manual(name = "Disciplines", breaks = core_SSH, values = shades_of_gray) +
scale_linetype_manual(name = "Disciplines", breaks = core_SSH, values = linetypes) +
theme_minimal() +
# guides(linetype=guide_legend(keywidth = 3, keyheight = 1,nrow=2,byrow=TRUE),
# color=guide_legend(keywidth = 3, keyheight = 1,nrow=2,byrow=TRUE)) +
theme(legend.position="bottom", legend.box = "vertical",
axis.text=element_text(size=10), axis.title=element_text(size=12)) +
ylab("COC (citations outside category)") +
xlim(c(NA, 2026)) +
ylim(c(NA, 0.75)) +
annotate( "text", x=max(dt_plot_weighted$Year), y=-Inf,
hjust=.7, vjust=-0.5,
label="Curves smoothed by local polynomial regression",
size=4,color="darkgrey" ) +
geom_label_repel(aes(label = label), nudge_x = 1, xlim = c(2015, NA),
na.rm = TRUE, show.legend = FALSE) </code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'</code></pre>
<p><img 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" width="100%" /></p>
<pre class="r"><code>rm(dt_citing_cited_journals)</code></pre>
<pre class="r"><code>dt_plot_weighted[,list(Discipline_citing, Year, Prop )]</code></pre>
<div data-pagedtable="false">
<script data-pagedtable-source type="application/json">
{"columns":[{"label":["Discipline_citing"],"name":[1],"type":["fct"],"align":["left"]},{"label":["Year"],"name":[2],"type":["int"],"align":["right"]},{"label":["Prop"],"name":[3],"type":["dbl"],"align":["right"]}],"data":[{"1":"Anthropology &\\n Archaeology","2":"1962","3":"0.4330935"},{"1":"Anthropology &\\n Archaeology","2":"1964","3":"0.4360734"},{"1":"Anthropology &\\n Archaeology","2":"1965","3":"0.4383324"},{"1":"Anthropology &\\n Archaeology","2":"1966","3":"0.4409796"},{"1":"Anthropology &\\n Archaeology","2":"1967","3":"0.4439214"},{"1":"Anthropology &\\n Archaeology","2":"1968","3":"0.4480322"},{"1":"Anthropology &\\n Archaeology","2":"1969","3":"0.4539723"},{"1":"Anthropology &\\n Archaeology","2":"1970","3":"0.4613277"},{"1":"Anthropology &\\n Archaeology","2":"1971","3":"0.4696845"},{"1":"Anthropology &\\n Archaeology","2":"1973","3":"0.4877462"},{"1":"Anthropology &\\n Archaeology","2":"1974","3":"0.4966231"},{"1":"Anthropology &\\n Archaeology","2":"1978","3":"0.5253449"},{"1":"Anthropology &\\n Archaeology","2":"1979","3":"0.5321149"},{"1":"Anthropology &\\n Archaeology","2":"1981","3":"0.5452156"},{"1":"Anthropology &\\n Archaeology","2":"1982","3":"0.5512930"},{"1":"Anthropology &\\n Archaeology","2":"2009","3":"0.5925531"},{"1":"Anthropology &\\n Archaeology","2":"2010","3":"0.5904065"},{"1":"Anthropology &\\n Archaeology","2":"2011","3":"0.5879377"},{"1":"Anthropology &\\n Archaeology","2":"2013","3":"0.5820747"},{"1":"Anthropology &\\n Archaeology","2":"2014","3":"0.5786910"},{"1":"Anthropology &\\n Archaeology","2":"2015","3":"0.5750130"},{"1":"Anthropology &\\n Archaeology","2":"2016","3":"0.5710459"},{"1":"Anthropology &\\n Archaeology","2":"2017","3":"0.5667949"},{"1":"Anthropology &\\n Archaeology","2":"2018","3":"0.5622652"},{"1":"Anthropology &\\n Archaeology","2":"1980","3":"0.5387806"},{"1":"Anthropology &\\n Archaeology","2":"2008","3":"0.5943778"},{"1":"Anthropology &\\n 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Administration","2":"1973","3":"0.5018422"},{"1":"Political Science &\\nPublic Administration","2":"1974","3":"0.4961099"},{"1":"Political Science &\\nPublic Administration","2":"1975","3":"0.4906994"},{"1":"Political Science &\\nPublic Administration","2":"1976","3":"0.4856998"},{"1":"Political Science &\\nPublic Administration","2":"1977","3":"0.4806969"},{"1":"Political Science &\\nPublic Administration","2":"1978","3":"0.4753485"},{"1":"Political Science &\\nPublic Administration","2":"1979","3":"0.4698523"},{"1":"Political Science &\\nPublic Administration","2":"1980","3":"0.4644062"},{"1":"Political Science &\\nPublic Administration","2":"1981","3":"0.4592078"},{"1":"Political Science &\\nPublic Administration","2":"1982","3":"0.4544548"},{"1":"Political Science &\\nPublic Administration","2":"1983","3":"0.4503451"},{"1":"Political Science &\\nPublic Administration","2":"1984","3":"0.4470763"},{"1":"Political Science &\\nPublic Administration","2":"1985","3":"0.4443748"},{"1":"Political Science &\\nPublic Administration","2":"1986","3":"0.4418797"},{"1":"Political Science &\\nPublic Administration","2":"1987","3":"0.4396573"},{"1":"Political Science &\\nPublic Administration","2":"1988","3":"0.4377740"},{"1":"Political Science &\\nPublic Administration","2":"1989","3":"0.4362963"},{"1":"Political Science &\\nPublic Administration","2":"1990","3":"0.4352905"},{"1":"Political Science &\\nPublic Administration","2":"1991","3":"0.4348231"},{"1":"Political Science &\\nPublic Administration","2":"1992","3":"0.4349605"},{"1":"Political Science &\\nPublic Administration","2":"1993","3":"0.4357692"},{"1":"Political Science &\\nPublic Administration","2":"1994","3":"0.4373890"},{"1":"Political Science &\\nPublic Administration","2":"1995","3":"0.4398004"},{"1":"Political Science &\\nPublic Administration","2":"1996","3":"0.4428308"},{"1":"Political Science &\\nPublic Administration","2":"1997","3":"0.4463075"},{"1":"Political Science &\\nPublic Administration","2":"1998","3":"0.4500576"},{"1":"Political Science &\\nPublic Administration","2":"1999","3":"0.4539087"},{"1":"Political Science &\\nPublic Administration","2":"2000","3":"0.4576878"},{"1":"Political Science &\\nPublic Administration","2":"2001","3":"0.4612225"},{"1":"Political Science &\\nPublic Administration","2":"2002","3":"0.4647520"},{"1":"Political Science &\\nPublic Administration","2":"2003","3":"0.4686121"},{"1":"Political Science &\\nPublic Administration","2":"2004","3":"0.4727743"},{"1":"Political Science &\\nPublic Administration","2":"2005","3":"0.4772102"},{"1":"Political Science &\\nPublic Administration","2":"2006","3":"0.4818913"},{"1":"Political Science &\\nPublic Administration","2":"1951","3":"0.6269247"},{"1":"Political Science &\\nPublic Administration","2":"1952","3":"0.6215628"},{"1":"Political Science &\\nPublic Administration","2":"1953","3":"0.6162059"},{"1":"Political Science &\\nPublic Administration","2":"1954","3":"0.6108453"},{"1":"Political Science &\\nPublic Administration","2":"1955","3":"0.6054717"},{"1":"Political Science &\\nPublic Administration","2":"1956","3":"0.6000763"},{"1":"Political Science &\\nPublic Administration","2":"1957","3":"0.5946500"},{"1":"Political Science &\\nPublic Administration","2":"1958","3":"0.5891838"},{"1":"Political Science &\\nPublic Administration","2":"1959","3":"0.5836687"},{"1":"Political Science &\\nPublic Administration","2":"1960","3":"0.5780808"},{"1":"Political Science &\\nPublic Administration","2":"1961","3":"0.5724162"},{"1":"Political Science &\\nPublic Administration","2":"1962","3":"0.5666961"},{"1":"Political Science &\\nPublic Administration","2":"1963","3":"0.5609413"},{"1":"Political Science &\\nPublic Administration","2":"1964","3":"0.5551728"},{"1":"Political Science &\\nPublic Administration","2":"1965","3":"0.5494116"},{"1":"Political Science &\\nPublic Administration","2":"1966","3":"0.5436787"},{"1":"Political Science &\\nPublic Administration","2":"1967","3":"0.5379950"},{"1":"Political Science &\\nPublic Administration","2":"1968","3":"0.5322064"},{"1":"Political Science &\\nPublic Administration","2":"1969","3":"0.5262040"},{"1":"Political Science &\\nPublic Administration","2":"1970","3":"0.5200772"},{"1":"Political Science &\\nPublic Administration","2":"1971","3":"0.5139151"},{"1":"Political Science &\\nPublic Administration","2":"1972","3":"0.5078070"},{"1":"Psychology","2":"1999","3":"0.3630469"},{"1":"Psychology","2":"2000","3":"0.3665640"},{"1":"Psychology","2":"2001","3":"0.3703638"},{"1":"Psychology","2":"2002","3":"0.3743946"},{"1":"Psychology","2":"1976","3":"0.3098809"},{"1":"Psychology","2":"1977","3":"0.3134997"},{"1":"Psychology","2":"1978","3":"0.3172283"},{"1":"Psychology","2":"1979","3":"0.3209848"},{"1":"Psychology","2":"1980","3":"0.3246871"},{"1":"Psychology","2":"1981","3":"0.3282534"},{"1":"Psychology","2":"1982","3":"0.3316017"},{"1":"Psychology","2":"1983","3":"0.3346500"},{"1":"Psychology","2":"1984","3":"0.3373165"},{"1":"Psychology","2":"1985","3":"0.3393207"},{"1":"Psychology","2":"1986","3":"0.3405778"},{"1":"Psychology","2":"1987","3":"0.3412996"},{"1":"Psychology","2":"1988","3":"0.3416977"},{"1":"Psychology","2":"1989","3":"0.3419838"},{"1":"Psychology","2":"1990","3":"0.3423694"},{"1":"Psychology","2":"1991","3":"0.3430663"},{"1":"Psychology","2":"1992","3":"0.3442861"},{"1":"Psychology","2":"1993","3":"0.3462405"},{"1":"Psychology","2":"1994","3":"0.3486765"},{"1":"Psychology","2":"1995","3":"0.3512195"},{"1":"Psychology","2":"1996","3":"0.3538987"},{"1":"Psychology","2":"1997","3":"0.3567436"},{"1":"Psychology","2":"1998","3":"0.3597832"},{"1":"Psychology","2":"2003","3":"0.3785927"},{"1":"Psychology","2":"2004","3":"0.3829686"},{"1":"Psychology","2":"2005","3":"0.3875329"},{"1":"Psychology","2":"2006","3":"0.3922963"},{"1":"Psychology","2":"2007","3":"0.3972694"},{"1":"Psychology","2":"2008","3":"0.4024629"},{"1":"Psychology","2":"2009","3":"0.4078874"},{"1":"Psychology","2":"2010","3":"0.4135534"},{"1":"Psychology","2":"2011","3":"0.4194566"},{"1":"Psychology","2":"2012","3":"0.4255830"},{"1":"Psychology","2":"2013","3":"0.4319291"},{"1":"Psychology","2":"2014","3":"0.4384916"},{"1":"Psychology","2":"2015","3":"0.4452669"},{"1":"Psychology","2":"2016","3":"0.4522516"},{"1":"Psychology","2":"2017","3":"0.4594423"},{"1":"Psychology","2":"2018","3":"0.4668356"},{"1":"Psychology","2":"1969","3":"0.2823532"},{"1":"Psychology","2":"1970","3":"0.2862244"},{"1":"Psychology","2":"1971","3":"0.2902273"},{"1":"Psychology","2":"1972","3":"0.2942952"},{"1":"Psychology","2":"1973","3":"0.2983614"},{"1":"Psychology","2":"1974","3":"0.3023589"},{"1":"Psychology","2":"1975","3":"0.3062210"},{"1":"Psychology","2":"1953","3":"0.2341139"},{"1":"Psychology","2":"1954","3":"0.2365685"},{"1":"Psychology","2":"1955","3":"0.2390859"},{"1":"Psychology","2":"1956","3":"0.2416729"},{"1":"Psychology","2":"1957","3":"0.2443361"},{"1":"Psychology","2":"1958","3":"0.2470824"},{"1":"Psychology","2":"1959","3":"0.2499184"},{"1":"Psychology","2":"1960","3":"0.2528596"},{"1":"Psychology","2":"1961","3":"0.2559040"},{"1":"Psychology","2":"1962","3":"0.2590327"},{"1":"Psychology","2":"1963","3":"0.2622266"},{"1":"Psychology","2":"1964","3":"0.2654666"},{"1":"Psychology","2":"1965","3":"0.2687337"},{"1":"Psychology","2":"1966","3":"0.2720090"},{"1":"Psychology","2":"1967","3":"0.2752732"},{"1":"Psychology","2":"1968","3":"0.2786805"},{"1":"Psychology","2":"1951","3":"0.2293663"},{"1":"Psychology","2":"1952","3":"0.2317154"},{"1":"Sociology","2":"1968","3":"0.4202006"},{"1":"Sociology","2":"1969","3":"0.4226684"},{"1":"Sociology","2":"1970","3":"0.4255340"},{"1":"Sociology","2":"1971","3":"0.4287166"},{"1":"Sociology","2":"1972","3":"0.4321351"},{"1":"Sociology","2":"1973","3":"0.4357088"},{"1":"Sociology","2":"1974","3":"0.4393566"},{"1":"Sociology","2":"1975","3":"0.4429976"},{"1":"Sociology","2":"1976","3":"0.4465510"},{"1":"Sociology","2":"1977","3":"0.4502909"},{"1":"Sociology","2":"1978","3":"0.4544473"},{"1":"Sociology","2":"1979","3":"0.4588734"},{"1":"Sociology","2":"1980","3":"0.4634223"},{"1":"Sociology","2":"1981","3":"0.4679472"},{"1":"Sociology","2":"1982","3":"0.4723012"},{"1":"Sociology","2":"1983","3":"0.4763374"},{"1":"Sociology","2":"1984","3":"0.4799089"},{"1":"Sociology","2":"1985","3":"0.4829023"},{"1":"Sociology","2":"1986","3":"0.4853954"},{"1":"Sociology","2":"1987","3":"0.4875281"},{"1":"Sociology","2":"1988","3":"0.4894404"},{"1":"Sociology","2":"1989","3":"0.4912722"},{"1":"Sociology","2":"1990","3":"0.4931635"},{"1":"Sociology","2":"1991","3":"0.4952543"},{"1":"Sociology","2":"1992","3":"0.4976845"},{"1":"Sociology","2":"1993","3":"0.5005940"},{"1":"Sociology","2":"1994","3":"0.5037085"},{"1":"Sociology","2":"1995","3":"0.5067332"},{"1":"Sociology","2":"1996","3":"0.5097779"},{"1":"Sociology","2":"1997","3":"0.5129526"},{"1":"Sociology","2":"1998","3":"0.5163669"},{"1":"Sociology","2":"1999","3":"0.5201307"},{"1":"Sociology","2":"2000","3":"0.5243537"},{"1":"Sociology","2":"2001","3":"0.5291459"},{"1":"Sociology","2":"2002","3":"0.5343526"},{"1":"Sociology","2":"2003","3":"0.5397588"},{"1":"Sociology","2":"2004","3":"0.5453836"},{"1":"Sociology","2":"2005","3":"0.5512461"},{"1":"Sociology","2":"2006","3":"0.5573653"},{"1":"Sociology","2":"2007","3":"0.5637602"},{"1":"Sociology","2":"2008",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</script>
</div>
<p>Looking at the same facts:</p>
<ul>
<li><p>Between 1950 and 2000, the COC of economics averaged at 0.181,
way lower than the average for the SSH at 0.367.</p></li>
<li><p>Between 2000 and 2018, the COC of economics has growth by 14.54
points of percentage (from 0.229 to 0.374), which gives an average
growth rate of 0.027.</p></li>
<li><p>Since 2000, most of the other social sciences have also become
more outward looking. Taken together, their COC went from 0.384 to
0.448, which corresponds to a growth rate of 0.009.</p></li>
<li><p>Management overtook economics as the least outward looking
discipline in 2011. Its COC in 1951, 0.565; in 2000, it was 0.331; and
in 2018, it stayed at 0.315.</p></li>
<li><p>The ratio of the COC of economics to the COC of all social
sciences in 2000 was 0.596 while, in 2018, it had grown to
0.835.</p></li>
</ul>
<p>We can generalize that the same trends toward increased
interdisciplinarity and a catching up with the other social sciences is
visible even when we used journal weights, but that these trends are
less pronounced.</p>
</div>
</div>
<div id="internal-hierarchy-and-reproducing-fourcade-et-al.-2015" class="section level2" number="4.2">
<h2><span class="header-section-number">4.2</span> Internal hierarchy
(and reproducing Fourcade et al. 2015)</h2>
<p>The question now is whether the above results for whole disciplines
(with the unweighted COC) hold for top journals in these
disciplines.</p>
<p>Focusing on economics, our first way to answer this question is to
contrast the evolution of extradisciplinary citations for all of
economics to the evolution of this measure for the selection of top
journals made by Fourcade et al. (2015). This selection is:</p>
<ol style="list-style-type: decimal">
<li><p>Quarterly Journal of Economics</p></li>
<li><p>Journal of Political Economy</p></li>
<li><p>American Economic Review</p></li>
<li><p>Econometrica</p></li>
<li><p>Review of Economic Studies</p></li>
</ol>
<p>Since we will be working with data similar to Fourcade et al. (2015),
we take the opportunity to reproduce their Figure 3 with our data:</p>
<pre class="r"><code>last_year = max_period
#We load the big object with all the
dt_citing_cited <- readRDS(
paste0(path_to_project_data, "dt_citing_cited_all.rds"))
dt_citing_cited <- dt_citing_cited[!is.na(cited_discipline) &
Year %in% min_period:last_year]
# We get the journals:
ESH <- dbConnect(MySQL(), user=usr, password=pswd, dbname='OST_Expanded_SciHum',
host='127.0.0.1')
main_j <- dbGetQuery(ESH,
paste0('SELECT DISTINCT code_revue FROM OST_Expanded_SciHum.Revues
WHERE Revue like "Quarterly Journal of Economics%" or
Revue like "Journal of Political Economy%" or
Revue like "American Economic Review%" or
Revue like "Econometrica%" or
Revue like "Review of Economic Studies%"'))
art_journal <- dt_citing_cited[citing_code_revue %in% main_j$code_revue]
setkey(art_journal,cited_discipline); setkey(discipline_info, Code_Discipline)
art_journal <- merge(art_journal,
discipline_info[,list(Code_Discipline,discipline)],
by.x="cited_discipline", by.y="Code_Discipline",all.x=T)
setkey(art_journal, Year, discipline)
citing_cited_selected_j <- art_journal[, list(Citations =.N), by=key(art_journal)]
citing_cited_selected_j <- citing_cited_selected_j[
,list(Discipline_cited = discipline, Proportion=Citations/sum(Citations)),
by=Year]
# Finding out the most important disciplines:
the_disc = "Economics"; the_varia <- "All others"
imp_disc <- citing_cited_selected_j[Discipline_cited != the_disc &
between(Year, firstYearImpDisc, last_year),
list(tot_prop_disc = sum(Proportion)),
by=Discipline_cited][order(-tot_prop_disc)][
1:n_disc, Discipline_cited]
dt_p <- citing_cited_selected_j[Discipline_cited %in% imp_disc]
dt_p <- rbind(dt_p,citing_cited_selected_j[!Discipline_cited %in% c(imp_disc,the_disc),
list(Discipline_cited=the_varia,
Proportion= sum(Proportion)),by=Year])
order_disc <- dt_p[, Prop := predict(loess(Proportion~Year), Year),
by = Discipline_cited][Year == last_year,][
order(-Prop),Discipline_cited]
setkey(dt_p,Year,Discipline_cited)
dt_p$Discipline_cited <- factor(dt_p$Discipline_cited, levels = order_disc)
ggplot(dt_p, aes(x=Year, y=Proportion, col = Discipline_cited)) +
geom_smooth(se=F,method = 'loess') + theme_minimal() +
labs(col = "Discipline") + #ylim(0, 0.12) +
ylab("COC (citations outside category)") +
#ggtitle("Extradisciplinary citations from five top journals in economics") +
theme(axis.text=element_text(size=11),
axis.title=element_text(size=12),
legend.text=element_text(size=11),
legend.title=element_text(size=12)) +
annotate( "text",x=max(dt_p$Year),y=-Inf,hjust=.95,vjust=-0.5,
label="Curves smoothed by local polynomial regression",
size=3,color="darkgrey" ) </code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'</code></pre>
<p><img 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width="672" /></p>
<pre class="r"><code>ggsave( paste0("figures/", "fig15b_our_version.png"), width = 16, height = 7, bg = "white",
scale = .5)</code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'</code></pre>
<pre class="r"><code>rm(dt_citing_cited, main_j, art_journal, dt_p)</code></pre>
<p>Note that this graph is used late in our article (section 6), when we
compare our results to the existing literature.</p>
<p>Fourcade et al. (2015, p. 102) say: “Our analysis of five top
economics journals shows that between 19 and 25 percent of citations are
outside the discipline, a fairly stable pattern since the end of World
War II.” This claim clashes with our result above that economics has
been citing more other disciplines recently. Do we have Fourcade’s
results if we focus on the top 5?</p>
<pre class="r"><code>dt_interdisc_econ <- citing_cited_selected_j[Discipline_cited=="Economics" &
Year<=last_year,
list(Year, Corpus="Top 5 Journals",
Proportion= 1-Proportion)]
temp <- citing_cited_disc[!is.na(cited_discipline) & citing_discipline==119 ]
temp <- temp[,list(Discipline_cited, Proportion= Citations/sum(Citations)),by=Year]
temp <- temp[Discipline_cited=="Economics", list(Year,
Corpus="All Economics",
Proportion= 1-Proportion)]
dt_interdisc_econ <- rbind(dt_interdisc_econ,temp) ; rm(temp)
ggplot(dt_interdisc_econ[Year<=last_year],aes(x= Year,y= Proportion, color = Corpus)) +
geom_smooth(se=F,method="loess") + theme_minimal() +
xlab("")+ ylab("COC (citations outside category)") + ylim(0,.5) +
theme(axis.text=element_text(size=10),
axis.title=element_text(size=12#,face="bold
)) +
annotate( "text",x=max(dt_interdisc_econ$Year),y=-Inf,hjust=.95,vjust=-0.5,
label="Curves smoothed by local polynomial regression",
size=4,color="darkgrey" ) #+ </code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'</code></pre>
<p><img src="data:image/png;base64,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vZ6vRaLpbW19cMf/nBVVVUmlwAAAAAAQFZootFotsswL08//fT+/fvjJhqNxkceeWTz5s2ZWcISEQwGp6amLBaLVksHikxzu91+v18IYTabc3Jysl2cZcfn83m93tLS0mwXZDlyOp3T09NCCHY+WeF2u6enp0tKSrJdkOVoYmIiHA5rNBp2PlnhdDo1Gk1RUVG2C7IcORwOIYROp2PnAywd6rgC397eLrN3a2vrrbfeWl1d3dnZ+fOf/3xiYuKxxx77j//4j+Li4nQvAQAAAACALFLBVZRwOPzss88KITZt2vTII49s3769rq7u5ptvfvTRR/Py8rxe73PPPZfuJQAAAAAAkF0qCPDnzp2THXjuvfdevf7/uwysXLly9+7dQohDhw7NfSPAwpcAAAAAAEB2qSDAd3Z2CiHMZvOGDRvi/rRjxw4hxPj4+NDQUFqXAAAAAABAdqngHvjx8XEhRENDQ+KwSU1NTco8NTU16VtCHDmSU7aEw2EhRCgU0mg0WSzG8hSJROSLUCiU3ZIsT7LxZ3cDXLaUbkrsfLJC7nxo/FmhNH7Wf1bI9c/Kz6JoNJrs+tfr9fxSAGmiggA/NjYmhCgsLEz8U2FhoUajiUajMqKnbwlxpqamst7lfmpqKrsFWOY8Hk+2i7B8OZ3ObBdhWWPnk0U0/iyKRqOs/yxi5WdRJBJJdv3zsB4gfVTQhV5G6xkfH6LVagsKCpR50rcEAAAAAACySwVX4KXZ+uHIK+Hz6c+88CUoTCZTFq/Ah8PhYDBoNBrpm5R509PTsqnk5ubyKOzMC4VC09PTJpMp2wVZjgKBgOzFzc4nK4LBYCQSMRqN2S7IciQbv0ajYf1nRSAQEELk5uZmuyDLkc/nE0Kk0Pg5RgLSRwUB3mKx9PT0zNhpMxKJyJ7MFoslrUuIk5eXN/+ZF10wGAwGg3l5eewcM8/tdssAbzQa6RuWeT6fLxQK5efnZ7sgy1EoFJIBnp1PVsh7UGn8WREMBuUL1n9WyHE3WPlZIQO8Vqtl/QNLhwoOwmS0drlciX9yu93ySnhZWVlalwAAAAAAQHapJsBbrdbEXutWq1W+KC0tTesSAAAAAADILhUE+PXr1wshxsbGuru74/509OhRIYTZbK6urk7rEgAAAAAAyC4V3AO/adMmi8UyPj6+f//+L37xi8p0r9d76NAhIcQNN9ww9w2ZC18CgCXC5XINDAyMjIz4fL5AIKDX600mU1lZWUNDA/1ocODAAZ/Pt3Llyve85z3ZKsP58+fPnz8vhLj77rvnHu2vr6/v2LFjQohbbrllxgedps/zzz8/PT3d3Nzc2tqayc9N1hIs5xIsklqw6gBgUaggwOt0uvvuu+9HP/rR4cOHzWbz7bffXlZW1tXV9bOf/WxiYiI/P//uu++Onf+ZZ57p7OwUQjz88MPykCjZJQBYgrxeb0dHh91uj50ox3R0Op1XrlypqanZtm0bw0QDwGKZnJz8/e9/L4TQ6XR33nlntouDGVBHwHKjggAvhLjxxht7e3sPHDhw8ODBgwcParVaORiyyWT6yle+YjabY2e22WwywIfD4dSWAGCpmZiYeO211+RY0BqNpqKiorCwUKfTeb1el8s1OTkphBgcHHzllVf27t3L04be9S5fvnzy5EkhxG233cYpGwAAsIwb4PYAACAASURBVHyoI8ALIR544IFrrrnm4MGDV65c8Xq9ZWVlW7duvfPOOysqKjK2BABZ4Xa7X3311enpaSFEVVXV9u3b4zLbyMjIqVOnnE6ny+Xq6OjYuXNnlkoKAAAApJFqArwQ4rrrrrvuuuuuOttXvvKVBS4BwJJy/Phxmd7XrFlTV1eXeMW1oqJiz549f/jDH3w+38DAwMTERElJSTZKCgDvKoWFhTfffLMQYu4BHZBF1BGw3DByG4AlbWBgYHR0VAhRWVnZ0tIy22wmk2njxo3ytfJ4yMXidDp7enqGhoYWd7EAsMTpdDqz2Ww2m4uKirJYDJfLlfWd8JL9IVgidQQgY9R0BR7AMnT58mX5YsuWLXPPWVdXd/LkyXA4bLVaN2/eLCdGIpFf//rXQohNmzatW7cu8V1y3PKGhobt27fHTWxtbV21atXJkyevXLkihKisrKyurj5z5szFixeFEDt37lyxYkXiAu12u3y8RUtLi1LmaDTa19dntVonJyenp6dNJlNRUVFTU1NNTc2M3yUSifT19dlsNrfb7fP5jEZjQUFBXV1dY2Pj/K+xzH8hL7zwgtvt3rJlS0tLy8jISFdX1/j4eDAYNJlMNTU1GzZsMBgMQgin02m1Wqempqanp/Py8iwWy6ZNm/Ly8hI/2u/3X758eWhoyOPxhEKh3Nzc0tLS+vr62tra2Uo7z7ecPHlSaRJCiN/+9rdCiJqaml27dsUt0OVyXbx4cXh42O/3G43GwsLCVatWzVaAZCtICDEyMtLT0+NwOPx+v8FgsFgsc88/t0gk0t3d3d/f73a7o9FoXl5eZWXlmjVr8vPzlXkmJiZeeuklIYSsqcSFKEMDzNY45yOFuvN6vd3d3Xa73ePxaLXawsJCi8Wybt26GYcncLlcXV1dExMTXq9XtrG8vLyamprGxkbZzFJjtVqPHDkiB/GKRqM9PT19fX0ulysSieTn51dXV69Zs2a24RJS+MqK0dHRV155RSRTKXL3Iuf3eDxdXV1DQ0M+ny83N7eoqKi5uXm2VpRUOee5UTscjq6uLofDMcdGPcfDHdJUm+LPd8KdnZ3ytKzcCSvzpLDZTk5OXr58eXh42OfzGQyG0tLS5ubmyspK+fAIs9ksL2UnliHuhyDlMiS1b5//zHPUUVLNJrFx2my2QCBgMBiKi4vnaJwAMokAD2DpCoVCIyMjQoiSkpLi4mKfzzfHzHq9/oMf/KAcn3KxnDp1Sh60Kerr62WAt9lsM2ak/v5++aKxsVG+8Hq9hw8fliPtSW632+12Dw4OlpaW7tq1K27UPXnPv9frVaZ4PB6PxzM8PNzV1bV37975HBmntpALFy6cPXtWr9cXFBSEQiGPx9Pd3T00NCTHAe3u7tZoNIWFhdFo1OVyyUf63XTTTQUFBbELsdlsx44dC4VCyhSfz2ez2Ww2W3l5+c6dOxM/OoW3zM1ms7311lvKUKZer9fr9Q4PD8edqVH+mlQFRaPREydO9PT0KFP8fv/g4ODg4GBjY6PJZEqqqEKIQCBw9OjRiYkJZcrU1NTU1FRPT8/WrVsbGhrkxJKSEpPJ5PP5rFbrjFlRtj2DwRAbMJKSQkX09fWdOHEidtTYsbGxsbGx3t7e1tZWpfDS6dOnL126FDtFNsvR0dHOzs73ve99xcXFqZVcEQwGDx8+7HA4hBBywFqn0ykfVHH99ddXVVUt/CvHKi8vT7lSRkZG3njjjenp6fz8fJPJ5PF4vF6v3W5vbGxMvN0v5XLOsVH39PScPXt2Phv1jDJQm0KIU6dOzdipKtnNVghx6dKlM2fORKNR+V+/3z8wMDAwMLBq1aq5hz5N/CFIrQxJ7ZYX5Ycg5WajNE6j0Zibm+v3++12+2yNE0CGEeABLF1jY2PyYKu8vHw+8y/wmk+cwcFBu92u0+kaGhrMZrPFYhFCFBcXFxUVTU1NDQ4ORiIRrfbPbkQKh8MDAwNCiNLSUtmbMRgMtre3y4Ow4uLiqqqqgoKCqampgYEBj8czNjbW3t7+F3/xF3r9H/fGoVDo9ddfl/NXVlZWVVXl5ub6fL7+/n6n0zk1NdXR0bFjx465S57aQuRFpGuvvba5uVmj0YTD4ZMnT/b29rrd7pdfftnlcq1YsaK5ubm8vFyr1V66dOn06dOhUOj06dOxowba7fYjR47IWquoqCgvLzcajZOTk4ODgz6fb3R09LXXXtu3b1/sekvqLZs3b964cWNPT8+ZM2eEEH/5l39pNBrjLkaNj49brVatVrt27drS0lKNRmO323t6euTlrNra2tiLSMlWkBDi1KlTMr1rNJrq6mqLxaLRaBwOh91u7+3tTeEhCMeOHXO73fLSZWFhocvlGh4edrlc4XD42LFjubm5Svarra3t7u4eHx/3er1xl0k9Ho9MrfX19XHNcp5SqDsZD+SqqKurs1gsWq12bGysv78/FAp1dHSYzWZlQIp33nlH5j29Xl9fX19cXKzX630+3+Dg4NjY2PT09OHDhz/wgQ+kUHJFNBo9cuSIw+FobGxcvXq12Wz2+XxDQ0Nvv/329PT0G2+8sW/fvthUOc+vPPeHplYpHo+ns7OzrKxs27Zt8qSPx+N56623HA5Hb29vTU1N7PnBFKpGuupGvWrVqi1btsjmPdtGPaMM1KaI2QnX1NSUl5fLnbBIabPt6ek5ffq0EEKr1dbW1paWloZCIYfDMTQ0dOXKldg5ZytD7A9BCmVIare8KD8EKTeb2Mbp8Xjkl7148eKMjRNA5hHgASxdLpdLvsjKsx7tdntRUdHOnTsLCwtjp9fX1587d256enp4eDjuqtrQ0JAcb0+5/H7q1Cl5ELZu3bqNGzcqUXPjxo0nT56UvXw7OzuVPv8yuckZ1q9fryy5paWlvb19fHx8YGAgFArNcbiZ8kLGx8e3bNmyevVq+V+dTtfa2jo4OBgIBFwuV3V1dewFxpaWlsHBwdHRUZlPpEgkcvz48Wg0qtFoZL9T5U8bN248cuTIyMjIxMREd3e3sqhk3yLLrJTcYDAknrVxuVwmk+mGG25Q7gitqakpLS196623hBB2uz02wCdbQQ6HQ/bhNxgMbW1tsVd0BwcHjx49GggE5qiaGbnd7srKyuuvv175LpFI5O2335Yf1NHRoQShurq67u5uIYTNZluzZk3sQpSuH3EXvecphbqTEV0IYTAYduzYoTzSpbm5ubGx8bXXXotEIqdPn37ve98rp8vrqHq9fu/evbEpet26dR0dHT09PfKpkHGbW7LfYnh4eN26dZs2bZJT8vLyVq1aVVpa+vLLL8v4unfv3mS/8txPq0mtUi5fvlxVVbVr1y6lyeXn57e1tb3wwguRSMRutysZKYWqUcy9UdfX12/dulWZecaNejYZqE3xp53w5s2bCwoKYm/wTnaz9fv9b7/9thDCaDTu3LmztLRUWVRfX19HR0fsNeoZy5D4Q5DWffvCfwgW0mxiG6cM8CaTacbGCSArGMQOwNIlH/wuhMjWo923bNmSeABaX18vX9hstrg/yeN1nU5XV1cnhPB6vXJKVVXVpk2bYi8U6/X6bdu2yRMTXV1dSg/k8fFx+SLuiF+r1ba0tFRVVVVWVs59K0HKCzEYDMqBvqTT6ZTLp83NzXHzy4PgQCCgHPtarVa52KamptjjRSFEbm5uW1ubTqcTQsi0k/Jb5mPz5s1x4zmtXLlSxmO3261MTKGClJJce+21cf2xa2pqlNyYFL1e39bWFnsmQqvVtra2ytwon60gp5eVlclrvIlt75133hFCyPvPUyhDChXR29srt9ANGzbERdyKigp5DsvhcMS2bY1GU1NTk9izeuXKlfKFcs4uZbm5ubGBRyouLpZfyuFwKLcqLFbbS7lS4pqcECIvL0/ucKamppSJCynn3Bu1MvCnInGjnk1malMIsWXLltiRIERKm21PT4/8Rps3b45N70KIhoaGq57zSvwhSPe+feE/BAts3vNsnACyggAPYOlSDn2y8nScvLy8Ge8lLigokIfjAwMDyu2UQohQKCQHKK6trc3JyRFCDA4OyhlmHD9Pq9XKY+tIJKIcrimnKpRrd4q6uro9e/bs2bPnqhe1UluI2WxO7EspU2VOTk7iYHVK4FRWwvDwsHwx4/c1Go0y1MlLcym/5aoMBoNykiWWvK03tspSqCBZ4MLCwhk/oqmpKYWTTY2NjTO+a8OGDbEfKsmhpxwOR+zh+8TEhDyqVrp+JCuFihgcHBRC5OTkNDU1Jb6lqampubm5qalJ6ZJw22233X333W1tbYkzK3ExtnZS09TUJJNJHOXauDKK+Py/cux9yDNKoVLy8/NnfNqlbAmx62Eh28jcG3Xije6JG/VsMlObM+6EU9hsZVs1mUzKyYVYczzfZBHLkNRueeE/BAtpNvNvnACyggAPYOlSjiZlv/QMi7vsE0uGt2AwKMfYkwYGBuQZB+V4fWxsTAghx4ianolyAO10OuWL6upqGT/OnDnzwgsvXLhwYXJyMtkDptQWMkfynGcolYM55ebmzjg0vRBCuQ6pXAVN4S1XVVRUNOMZn8SJyVaQHGpbCCFvrU/8CJ1Ol8IF8LhLgoqysjKZvmIvecnOHeLPr/fKo3yNRjPjaYX5SKEiZDIpKiqaMTBbLJbW1tbW1tbZFiiECAQCw8PDZ8+elV3xF8VsT9LKy8uT5Uyh7V31kmMKlTKfUeKSLWfiNrLwjXr+0lGbM+6Ek91so9GoXDPFxcUzbraFhYVz9EVflDKIJHfLC/8hWEizmX/jBJAV3AMPYOlSHvsU2+15DoFAQF4rMxqNKQwGPtunJ6qvrz99+nQ0GrVarZWVlXKiPF7Pz89XuhP7/X4hRDQalU87m4NyhqKwsPD666/v6Ojw+/1ut/vs2bNyBOnS0lI5dNAccUixKAtJgbzWOsfBn3IorNwckcJbrmr+3y7ZClIuJs+nwPM321s0Gk1eXp7b7Y69r760tDQvL8/r9dpsNnmVLxqNyrZXUVGRcs0mWxGRSESuk6S+bygUslqtw8PDU1NTbrf7qv20UzDHGsjPz5+amlIuks//K1/1BGIKlTLH7iVOOraRRZGB2pxxLSW72QaDQRl952ir+fn5StJORxlEkrvlhe/DF9Js5t84AWQFAR7A0qVcmRwdHZ3P/OfPn5fjfm3btm3Gbr2J5rimMcdQ3kajsby8fGRkZGBgYOvWrRqNJhgMyi6Lsd1l539EG5sQampqbr311v7+/sHBwZGRkVAoFAqFhoeHh4eHT58+3dLSMp8brRdlIYtOufw1/6f9LeQtV5VsBc1ndPd03O4R97l1dXWXLl2Sj6A3Go0jIyMylKY2fN08xVWEsuHMf8T7wcHB48ePKycj5M3YBQUFZrPZZDIdP358Uco5RzuRHWTmfxkzqbaXlUqRUthGFi4ztTlj60p2s1VqfI5tc45mvChlkJLaLad7H56VZgNgURDgASxdBQUF+fn5Ho9nZGTE4/FcNSrY7Xb5Ysb79xKFw2F5ISUF9fX1IyMjgUBgdHS0oqLCarXKw6DY43V5C4DBYPjQhz6U1ML1en1TU1NTU5Ps/Dk2Nma1Wh0ORyQSuXDhgtFojBuYKn0LSYp80NEc3SWUPyndd1N4yyJKtoKUezrmKLActDkpHo9nxl70kUhELi3ugpjMitFoVD7CWl7p1ev1CxkaOtmK0Ol0Op0uHA5f9f5wyel0vvnmm5FIxGAwtLS0rFixorCwUIkQ878/4qpmW/+RSEQWVanE+X/l+TyfMh2Vkmw5MzbYZ8Zqc0Ypb7ZzbJvJbraZ2bcvZB++BJsNgMXCPfAAljQ5+Hk0Gj179uzcczocDnlEkpeXlxjgZ7zstpBBkmtra+UJBXnXq3yoUmVlZVw3SCFEMBicZ8gRQvh8Pp/Pp/Rp1Gg0Fotl9erVe/fuvemmm+SNmonDGqVjISmQAy8HAoHZhkdWjuyV5wKm8JZFlGwFmUwmebAr74BNpNxtm5TZntrlcDhku41rzxaLRXZ/tVqt4XBYtsDa2tq5Hy44t5TrbmpqasaNy+v1vvnmm2+++aYcJ6Knp0ee4dq9e/e6devixilYxL7fyphhcZSVqYyaPv+vPJ9bgtNRKcmWM2OP28xYbc4o2c1Wq9XKkRFmu408dm+ZpjKIJHfLC9+HL8FmA2CxEOABLGlNTU3ybvb+/v6enp7ZZguHw0qnzRk7z894gSXZh5PFMhgM8iliAwMDPp9PdvKPG25aeczYbCU/c+bMb3/72//93/9Vulm++uqrBw4ceOmllxJnLi4ulkdaVz3WXJSFpED5vhcuXEj8ayAQ6O3tFUIYjUblkDGFt6SjwPOvIDketcvlmvHoube396oP+ZvxXTP2BDl37px8EfvgekmOmjY6Otrb2yvLtsCu2inXnd/v7+vrS3yL1Wq12Ww2m01uv3ID1Ol0M/Y1UEaGX7i+vr4Zq+D8+fOxxRbJfOV5jum16JWSbDkzlsQyVpszSmGzlW/xer3yTGucS5cuZaAMSe2WF74PX4LNBsBiIcADWNJycnK2b98uX58/f/7ChQuJUWdycvK1116Tl9Pz8vKU50UJIbRarfKI5rjD+oGBgRmDx/zJwaV9Pt+pU6ei0WhOTk5cd9mqqip55efChQvKo7wVQ0NDXV1dfr+/vLxcPnZO/Olaq8fjSTzQnJyclNdMZhu0XLEoC0lBXV2d7Ozd09MTt24DgcCRI0fkjaNr1qxRrtel8JZYCxw3K4UKkl1ChBCnTp2KfbqbEGJkZOTMmTMpFCMcDr/55puxI9VFIpGTJ0/KK/NlZWWJlSWzYjQalZ9oMpnKy8tT+OjYBSZbEatWrVIGyo7rkuB2uzs7O4UQ+fn58lqlzMDhcDhxRPf+/n7lVNrCB0KLRCJHjhyJ3UtEo9FTp07JU2xms1kZdXKBbS/RoldKmsq5cBmrzRmlsNmuXr1adpg6ffp0XB+ZgYGBK1euZKAMSe2WF74PX4LNBsBi4R54AEtdZWVlW1vbsWPHIpHI4ODggQMHysvLzWZzTk6O1+t1u91jY2OyY2ROTs6uXbvi+qxWVVX19PRMT0+/9NJL69atM5vNfr9/eHi4t7dXXlubrQPzVa1YsUKv14dCIdldtr6+PvF5Wtu3b29vb49EIm+88UZlZaUcklqOeDc0NBSNRvPy8mLHImpsbJSXdt96662BgQF5/BcMBsfHx+Vt9lqt9qrj8y3KQlKg1Wqvu+66119/PRKJHDt2rL+/v7y83Gg0Tk5OKidQSkpK4s6wJPsWETOs1MWLF1euXJnaw9ukZCtIdmTt7u4OBAKHDh2qqamRj5QbGxsbGBiIRqPl5eXzHHNRysnJyc3NdTgcL7744ooVK8xms9vtttvtMhrp9fpt27YlvksOGKYM/d3Q0LDAo/AUKsJkMm3ZsuXkyZOBQOCVV16pq6uzWCx6vX5ycrK3tzcUCmk0GuXsW3V1dVdXlxDi0KFDLS0txcXFkUjE7Xb39/ePjo7m5ubK8xednZ3T09O1tbUpj4Odk5PjcDh+//vfy5Xp8XjsdrscYFyr1cauzPl/5dnGJ4+z6JWSbDkX/lnzlLHanE2ym21+fv6GDRvOnj3r8/na29vr6+tLSkoikYjD4bDZbDqdrqqqym63J3W/Q1r37Qvfhy/BZgNgsRDgAahAfX19Xl7eiRMnnE5nNBodGRmJfQC7VFJS0tbWJi/3xdqyZcvo6KjL5fL7/adOnVKmm0ymXbt2pdB5UqHT6WpqapSu1HH95yWLxbJnz54333xTHtjFXbMtKirauXNn7G3zlZWVGzduPH/+fCQS6e/vj+unrdfrr7vuurKysrkLtigLSU11dXVbW9vx48fD4bDdbleGFZTKy8t37twZNxhhCm+xWCwajSYajfb09PT09NTU1OzatSu1AidbQUKIa665JhwO9/T0yBHLYq+/NTQ0NDY2vvLKK/MvgE6n271796FDhzweT9yVwNzc3J07d872YPO6ujqlc+zKlSvn/4mzSaEimpubQ6HQ2bNnI5HIO++888477yh/ysnJueaaa5RL0JWVlWvWrOnq6vJ6vbGboRCitLR0x44dx48ft9vtLpfr5MmTxcXFKUe+97znPadPn3a5XHErU6/Xt7W1xV20TOErz23RKyVN5VygjNXmbFLYbNetWxcMBi9duhQOh3t7e2UHciGEwWDYsWOHXKtJlTOt+/ZF2YcvtWYDYLEQ4AGoQ1lZ2e7du202m8vlks9qCgaDOTk5JpOptLS0trZWueUvTk5Ozk033dTd3T0wMOByuSKRSF5e3ooVK9asWZObm1tdXW0ymVK+fltfXy8Prcxm82wLqaioeP/733/lypXBwcGpqalQKCT7FdfX19fV1SVeo1u/fn1tbW1XV9fk5KTX652enjaZTHl5eZWVlc3NzUqHzLktykJSU19fX1FR0d3dbbfb3W53OBzOzc21WCwrV66sra1dlLcUFxdv3779woULHo9Hr9cv8LH2yVaQRqPZtm1bfX19T0/P6OhoIBDIyckpLi5etWpVbW2tx+NpaWmZz+cWFRW1tLTk5OQUFhbedNNNXV1dNptN3l1cUFAgm+gcNaVkRYvFMlvIT1YKdbd27dqamprLly8PDw97vV69Xl9UVFRSUrJ27dq4OHTNNdfIK7cul8vr9coly5UshNixY8eFCxcmJiby8vIWUqF5eXlye7darS6XKxqN5ufnV1dXt7S0zBjPUvjKc0hHpaSjnAuXmdqcQ7KbrRBiy5Ytsq2Ojo4Gg0GTyVRTU7N27VqTySRvZU/2RENa9+2Lsg9fas0GwKLQzP+BqFgigsHg1NSUxWLhvGnmud1ueWul7L+d7eIsOz6fz+v1puPmbVyV0+mUozEpO59oNOrxeNxud0VFBbujdHO73dPT07HD0Y+OjspL/a2trcqd+cuW1Wo9cuSIEOKmm25SxplfLBMTE+FwWKPRXHXns/BKCYfDLpcrFAqlqY/M3JbmRu10OjUazeKeEInz8ssvj42Nbdy4cf369en7FDWSt5jpdLqSkpLsNk4ACq7AAwBSodFoCgoK5jlANxad7AOs1WrlYIpYChZeKTqdbtFPQMzfu3Wjtlqtg4ODQojW1tbEk+9ut1s+ffDd98UXV3YbJwAFAR4AAJXx+/1yeOrq6mqDwZDt4kAIKmUJy8nJkQM0yEEoY/8knxoQjUa1Wq18SCQALHEEeAAA1EHexRAIBN5+++1wOCyEWLVqVbYLtdxRKUtfeXl5YWGhy+V6++23/X5/Q0ODHDHe6XSeP39ePgRx9erV3BkHQBUI8AAAqMPAwMCxY8eU/5aXl882diMyhkpZ+uSzHtrb2/1+/4ULF5QnBSjkqO9ZKRsAJIsADwCA+pSUlOzYsSPbpcCfoVKWrIKCgltvvfXy5ct9fX0ej0f2ldBqtSUlJY2NjQ0NDUtn0D4AmBsBHgAAdVixYsXOnTvdbndRUVFVVdWMz8panurq6uQDzDKPSlELvV6/du3atWvXCiH8fr9GozEYDNQXANUhwAMAoA45OTkrVqzIdinwZ6gUNUr2ke8AsHTQXwgAAAAAABUgwAMAAAAAoAJ0oVclbtnKFo1Gw8rPItZ/FrHys0uj0TDIVrZo/iTbBVmmWPlZJNc86x9YUjTRaDTbZQAAAAAAAFfB6XwAAAAAAFSAAA8AAAAAgAoQ4AEAAAAAUAECPAAAAAAAKkCABwAAAABABQjwAAAAAACoAAEeAAAAAAAVIMADAAAAAKACBHgAAAAAAFSAAA8AAAAAgAoQ4AEAAAAAUAECPAAAAAAAKkCABwAAAABABQjwAAAAAACogD7bBQAy6pe//OX//M//PPbYYxs3bpxxhkgk8uKLL544caKvr29yctJisWzevPm2226rr6+fcf6pqakDBw4cPXp0eHg4Ly+vvr7+Ax/4wPbt22ecuaOj44UXXuju7vZ6vRaLpbW19cMf/nBVVdWifT1gdove+A8fPtze3m6z2SYnJ2tqahoaGu688866uroZZ6bxI/MOHz786quvDg4Ojo6OVlRU1NfX792797rrrptx5qSaaPpmBhYufS0/fUsGMH+aaDSa7TIAGRIOhz/zmc8MDQ3NlmEGBga++93vXrlyJW66Tqd78MEHb7zxxrjp3d3d3/rWtyYmJuKm79u377Of/WzcxKeffnr//v1xE41G4yOPPLJ58+akvwyQjMVt/D6f7xvf+MaFCxfiZtZqtffee++9994bN53Gjwxzu93f+c53zpw5k/inbdu2ffGLXzQajbETk2qi6ZsZWKD0tfy0blMAkqL7xje+ke0yAJng9Xp//OMfnz17Vgixb9++ioqKuBmCweDXvva13t7egoKCj33sY/fff/+dd965YcOGwcHB8fHxY8eOtba2lpWVKfNPTEx8+ctfnpycXLFixX333ffxj3/8fe973/T0dF9fX29vb3Fx8erVq5WZ29vb//u//1sI0dra+jd/8zf33HNPY2Pj5cuX3W730aNHb7zxxrhfPmARLXrj/+53v3vq1CmDwXD33Xd/4hOfuOuuu7Zv3+71em0229mzZ+vq6mIv2tP4kXn/9m//duLECY1Gc8stt3zqU5/66Ec/2tbWFolE+vr6BgcHx8bG2tralJmTaqLpmxlYuPS1/PQtGUCyCPB4lxsZGfnVr3514MCBn/zkJ93d3XLijBnmV7/61eHDhw0Gw7/+679u3769uLg4Pz+/rq7upptuevvttx0Oh91u37dvnzL/008/ff78+YqKiu9973sbNmwwm81lZWXXX3+9zWbr7++3Wq233XabnDMcDn/729/2er2bNm36+te/XldXZzabm5ubW1tbX3vtNa/XG41Gr7322sysECwfaWr8DofjiSeeEEJ85jOf+dCHPmSxWAoKCqqqqnbv3n3x4kW73T45OalcsafxI/NsNtt//ud/CiHuuuuuT37yk6WlpSaTZ4CNQwAAC1NJREFUqby8vK2tTavVnj17tre3d+vWraWlpSLJJpq+mYGFS1/LT9+SAaSAQezwLmez2Z577rnjx4/7/f655zx9+rQQYs+ePXF3/Gq12vvvv18Ice7cufHxcTnR6/W+/PLLQoi77rqroKAgdv677rqrqakpPz9/ZGRETjl37pzD4RBC3HvvvXr9/w88sXLlyt27dwshDh06xM0sWHRpavxKN/utW7fGzqzRaFpbW4UQyskCQeNHNsgWqNfrP/KRj8T96a677srNzRVCKDeAJNVE0zczsHDpa/npWzKAFBDg8S63bt26H/7JN7/5zTnm7O3tFULMOF5XY2OjECIajVqtVjnlxIkToVDIYDDIX6O4mX/wgx/84Ac/UK5zdnZ2CiHMZvOGDRviZt6xY4cQYnx8fGhoKIVvB8whTY1f6Uvf1dUVN7M8yCsvL1em0PiRee+8844Qoq6uLrGbrk6nq6ysFELY7XY5Jakmmr6ZgYVLX8tP35IBpIBR6PEuZzKZZAIRQkxOTs4xp8Vi8Xq9o6OjiX9SrqUrf7XZbEKIhoaG/Px8OSUYDObk5Gg0msS3y0uXDQ0NWm38KbOmpiZlnpqamvl9J2Be0tT4V61adcstt/zud797/PHHvV7vddddJ/ubHDhw4PXXX9fpdB//+MeVt9P4kXl79uzZuHFjcXFx4p88Ho+MGUqTS6qJpm9mYOHS1/LTt2QAKSDAA3+0evVqm8126NChe+65p6ioKPZPv/71r+UL2StMCDE2NiaEKCkp8Xg8v/jFL15//fXx8fHc3NyVK1e2tbV96EMfiu02JmcuLCxM/NDCwkKNRhONRpX+yUDmJdX4hRCf/vSnGxoafvKTn/zgBz8QQsg2LISoqKh46KGHYkcYpvEj85qampScEOepp54KBoO5ubm7du2SU5JqoumbGVi49LX89C0ZQAroQg/80Uc+8pHc3Fyn0/nlL3/52LFjTqfT6/VeuHDhW9/61quvvirnCYVC8oX8fYpGo3//93//m9/8Rv4UBQKBrq6uZ5555qGHHlKuW4o/nY2Oy0WSVquVt9DzY4YsSqrxCyHcbveVK1cikYj8r3I3YyAQGB4ejl0yjR9LhNPp/Od//uc//OEPQoiPf/zjJSUlcnpSTTR9MwNpsigtP8NLBjA3rsADf7RixYq/+7u/e/zxx61W67e+9a3YP+3bt+/48eNTU1NyhFXxp9+eY8eOGQyGe+65Z8+ePRUVFePj40eOHPnFL35hs9m+//3vP/bYY7E96mfsXS/+FH5i0xGQYUk1frfb/fDDD/f29paVlX30ox/dvHlzUVGR3W7/wx/+cPDgwccff3xoaOhjH/tY7EJo/Mgin8/3m9/85vnnn/f5fHq9/v7773//+98fN09STTR9MwOLaNFbfgaWDGA+CPDA/9uzZ8/atWufffbZixcvDg8PR6PR+vr622+/fe/evXfccYcQQskwOp1OvvjCF76gPPu0urr6jjvuqK6u/qd/+qfz58+fOHFi27ZtQgiLxdLT0zM1NZX4iZFIxOPxyHky8AWB2cy/8f/yl7+UT4z/zne+o4zU2NDQ8MlPfrKuru6JJ5749a9/vWPHjubmZkHjR7a1t7f/13/9l9PpFEJs3rz5b//2b+vq6mJnSKqJpm9mYHEtbsvPzJIBzBMBHvgzFRUVn//854UQgUBAq9Xm5OQIIRwOhzxnrPzklJWVXb58uba2Vknviuuvv760tHRsbKyrq0sJ8EIIl8uV+HFut1suWRnZG8iWeTb+N954Qwjxvve9L/F58jfffPOzzz7rdDrfeOMNJcALGj+yYWRk5Ic//OHZs2eFEBs2bPjoRz+6adOmxNmSaqLpmxlYLOlo+eleMoCkEOCBmcnnmkrnz58XQuh0OmXQVPnbE/u4rFgVFRVjY2PyPnnxpx8zq9UajUbjOpUpj+ZSLm8CWTd345fXVWYbQLi6utrpdCqD3tP4kRUjIyP/+I//6HA48vLyPv3pT99www2zzZlUE03fzMCiSFPLT+uSASSLQeyAP3r55Zc///nPP/roozP+SQixZcuWvLw8OUV2GOvr61OG71JEo1H5kDllyNb169cLIcbGxuRTsmMdPXpUCGE2m6urqxfxuwBJSarxy8fFK8dhsaLR6MDAgBBi5cqVcgqNH5kXDoe/9rWvORyOlpaWH/3oR3MkDZFkE03fzMDCpa/lp2/JAFJAgAf+qLGx8fLlyx0dHceOHYudfvjw4dOnTwshbrvtNmXijh079Hr9xMTEc889F7ec559/3uVyaTSajRs3yimbNm2SJ6T3798fO6fX6z106JAQ4oYbbkh8XCqQMUk1/nXr1gkh2tvbZVaPJRu/+NMBnKDxIxveeOONwcHBwsLCr33ta4k3esRJqommb2Zg4dLX8tO3ZAAp0H3jG9/IdhmADPH7/c8//7wQYt++fYm/QCUlJefPnx8eHu7o6DCZTIWFhYODgy+99NKTTz4ZiUS2b99+zz33KDMbjcZAINDZ2Xn69Onh4eGCggKNRtPX1/eLX/xCfsQdd9zx3ve+V84sn5vy1ltv9ff3T01N1dbWGo3GixcvPv744/39/fn5+V/60peMRmOG1gKWpUVs/C0tLYcOHZqamjp06JBOp8vJyQmHwz09PT//+c9/85vfCCFuvvnmW265Rc5M40fmPfnkk8PDw6tXry4tLR2YhUajkY+5SqqJpm9mYOHS1/LTt2QAKdAkdgAG3q0mJyfl060ee+wx5fJ43Axf/OIX7XZ73PSNGzd+9atfNZlMsRPD4fC//Mu/HDlyJHE5+/bte/DBB/X6Pxtj4qc//emBAwfka61WK5+hbTKZHnnkkRmHgQEW0eI2/suXL3/3u98dHBxMXM6OHTs+//nPGwyG2Ik0fmTS/fffrwxBMpv77rvvIx/5iPLfpJpo+mYGFiJ9LT/d2xSApHAFHsvI3BchhRBGo/Hmm2/W6XSBQMDr9ZpMptWrV997770PPPCAHJE7llar3b17d21trd/v93q90Wi0trZ2y5Ytn/rUpz74wQ8mdg/bunVrc3Oz2+32er3hcLisrGzPnj3/8A//oNwqD6TP4jZ+i8Vyyy23FBUVaTSaSCQSDofr6uo2bdr0qU996o477lAesqig8SNjgsHgM888c9XZNm/evGHDBuW/STXR9M0MpCx9LT8D2xSApHAFHgAAAAAAFWAMCQAAAAAAVIAADwAAAACAChDgAQAAAABQAQI8AAAAAAAqQIAHAAAAAEAFCPAAAAAAAKgAAR4AAAAAABUgwAMAAAAAoAIEeAAAAAAAVIAADwAAAACAChDgAQAAAABQAQI8AAAAAAAqQIAHAAAAAEAFCPAAAAAAAKgAAR4AAAAAABUgwAMAAAAAoAIEeAAAAAAAVIAADwAAAACAChDgAQAAAABQAQI8AAAAAAAqQIAHAAAAAEAFCPAAAAAAAKgAAR4AAAAAABUgwAMAAAAAoAIEeAAAAAAAVIAADwAAAACAChDgAQAAAABQAQI8AAAAAAAqQIAHAAAAAEAFCPAAAAAAAKgAAR4AAAAAABUgwAMAAAAAoAIEeAAAAAAAVIAADwAAAACAChDgAQAAAABQAQI8AAAAAAAqQIAHAAAAAEAFCPAAAAAAAKgAAR4AAAAAABUgwAMAAAAAoAIEeAAAAAAAVIAADwAAAACAChDgAQAAAABQAQI8AAAAAAAqQIAHAAAAAEAFCPAAAAAAAKgAAR4AAAAAABUgwAMAAAAAoAIEeAAAAAAAVIAADwAAAACAChDgAQAAAABQAQI8AAAAAAAqQIAHAAAAAEAFCPAAAAAAAKgAAR4AAAAAABUgwAMAAAAAoAIEeAAAAAAAVIAADwAAAACACvwfpFbJKh0ZUKsAAAAASUVORK5CYII=" width="672" /></p>
<pre class="r"><code> # ggtitle("Extradisciplinary citations of Economics")
ggsave( paste0("figures/", "fig4.png"), width = 16, height = 9, bg = "white", scale=.5)</code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'</code></pre>
<p>Yes, that looks about right for the top 5 journals. In fact, the
proportion only varies between 0.11 and 0.25.</p>
<p>The recent split between the citation pattern of the top journals and
of the rest of economics is quite interesting. It is the first time
since the 1950s that the split is that important.</p>
<pre class="r"><code>dt_top5_vs_all_econ <- spread(dt_interdisc_econ,"Corpus","Proportion") %>% data.table()
dt_top5_vs_all_econ[,Diff_in_interdisc:= `All Economics`- `Top 5 Journals`]
dt_top5_vs_all_econ</code></pre>
<div data-pagedtable="false">
<script data-pagedtable-source type="application/json">
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</div>
<p>From 1950 to 2000, the average difference between the two was 0.057.
At the end of the period, it had grown to 0.253.</p>
<p>Our second way to study the interaction between internal hierarchy
and interdisciplinarity is to use our impact factor to isolate, for each
year, the journals in the top 5% of each discipline and to contrast the
COC of these journals to the COC of the rest of the discipline.</p>
<pre class="r"><code>dt_citing_cited_all <- readRDS(paste0(path_to_project_data, "dt_citing_cited_all.rds"))
dt_citing_cited_all <- adding_disc_name_to_dt_citing_cited(dt_citing_cited_all)
setkey(dt_citing_cited_all, Year, citing_code_revue, Discipline_citing, Discipline_cited)
dt_citing_cited_journals <- readRDS(
paste0(path_to_project_data, "dt_citing_cited_journals.rds"))
load(paste0(path_to_project_data, "journal_impact_per_window.RData"))
core_SSH <- c("Psychology","Economics",
"Political Science &\nPublic Administration",
"Sociology", "Anthropology &\n Archaeology",
"Management")
# Finding the COC for each set of journals (top 5% vs rest) in all years
setnames(dt_citing_cited_journals,"Year", "citing_Year")
setkey(dt_citing_cited_journals,citing_Year, citing_code_revue)
setkey(journal_impact_per_window,citing_Year, journal_ID)
dt_citing_cited_journals <- dt_citing_cited_journals[Discipline_citing %in% core_SSH]
top_bottom <- merge(dt_citing_cited_journals[,list(citing_Year,Discipline_citing,
citing_discipline, citing_code_revue,
Discipline_cited,cited_discipline,N)],
journal_impact_per_window[,list(citing_Year,journal_ID,
impact_weight,Top_5perc)],
by.x= c("citing_Year","citing_code_revue"),
by.y= c("citing_Year","journal_ID"), all.x = TRUE)
top_bottom[is.na(Top_5perc), `:=`(Top_5perc = FALSE, impact_weight = 0)]
top_bottom <- top_bottom[,list(Total_out_disc= .SD[
Discipline_citing!=Discipline_cited,sum(N)]
,Total_disc= sum(N)
),by=.(citing_Year,Discipline_citing,Top_5perc)]
top_bottom[,COC:=Total_out_disc/Total_disc]
# Preparing for plot
top_bottom[Top_5perc ==TRUE, Journals :="Top 5% of journals"]
top_bottom[Top_5perc ==FALSE, Journals :="All others"]
top_bottom$Top_5perc <- NULL
top_bottom[Journals == "All others"]$COC <- -top_bottom[Journals == "All others"]$COC
top_bottom$Journals <- factor(top_bottom$Journals,
levels = c("Top 5% of journals", "All others"))
setkey(top_bottom, citing_Year, Discipline_citing)
top_bottom[, `:=`(
low_bound =prop.test(x= c(.SD[Journals == "Top 5% of journals",
Total_out_disc],.SD[Journals == "All others",
Total_out_disc]),
n = c(.SD[Journals == "Top 5% of journals",
Total_disc],.SD[Journals == "All others",
Total_disc]),
alternative = "two.sided",correct=FALSE)$conf.int[1],
high_bound =prop.test(x= c(.SD[Journals == "Top 5% of journals",
Total_out_disc],.SD[Journals == "All others",
Total_out_disc]),
n = c(.SD[Journals == "Top 5% of journals",
Total_disc],.SD[Journals == "All others",
Total_disc]),
alternative = "two.sided",correct=FALSE)$conf.int[2],
balance = sum(COC)
), by= .(Discipline_citing,citing_Year)]
#Plotting
min_y = 1955 # if we start too early, we get a lot of movement
a <- .35 ; color_interval <- "black"
ggplot(top_bottom[Discipline_citing %in% core_SSH & citing_Year >=min_y],
aes(x=citing_Year, y=COC, fill=Journals)) +
geom_bar(stat="identity", position="identity") +
facet_wrap(~ Discipline_citing, scales = "free_x") +
scale_fill_discrete(name="Journal importance",
labels=c("Top 5% of journals", "All others")) +
geom_line(aes(x=citing_Year, y=balance,
color = "Balance (with 95%\nconfidence interval)")) +
geom_ribbon(aes(ymin=low_bound, ymax=high_bound),
fill=color_interval, alpha=a) + theme_minimal() +
# ggtitle("Extradisciplinary citations proportion for top 5% journals vs bottom 95%") +
xlab("Year") + ylab("COC (citations outside category)")+
scale_y_continuous(breaks = pretty(top_bottom$COC),
labels = abs(pretty(top_bottom$COC))) +
scale_color_manual(name = "",
values = c("Balance (with 95%\nconfidence interval)" = "black")) +
theme(legend.key = element_rect(colour = "transparent",
fill = alpha(color_interval, a)),
axis.text=element_text(size=11),
axis.title=element_text(size=12),
legend.text=element_text(size=11),
legend.title=element_text(size=12),
strip.text.x = element_text(size = 13)) </code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>ggsave( paste0("figures/", "fig5.png"), width = 16, height = 9, bg = "white",
scale = .6)
rm(dt_citing_cited_journals)
# We might want to keep the top journals per year
# Loading mapping between journals and disciplines:
# ESH <- dbConnect(MySQL(), user=usr, password=pswd, dbname='OST_Expanded_SciHum',
# host='127.0.0.1')
# disc_w_journal <- dbGetQuery(ESH,
# "SELECT Code_Revue as journal_ID, Revue as Journal
# FROM OST_Expanded_SciHum.Revues;") %>% data.table
# disc_w_journal$Journal <- strsplit(disc_w_journal$Journal ,"\r") %>% unlist()
#
# top_journals <- merge(journal_impact_per_window[Top_5==TRUE],
# disc_w_journal,by="journal_ID")
#
# top_journals[,list(Discipline=discipline,
# Year= citing_Year, Journal,Proportion=round(impact_weight,3))][
# order(Discipline,Year, -Proportion)]
rm(journal_impact_per_window) ; rm(disc_w_journal); rm(dt_citing_cited_all); </code></pre>
<p>The balance does not show exactly clearly how far the top 5% is from
the bottom 95% because we do not have the ratio of the two COC. We thus
produce another figure with the ratio of COC for our main
disciplines:</p>
<pre class="r"><code>dt_plot_ratio_COC_top_rest <- top_bottom[citing_Year >=min_y,list(
log_Ratio_COC = log(.SD[Journals=="Top 5% of journals", COC]/
.SD[Journals=="All others", -COC])),
by=.(Discipline_citing,citing_Year)]
the_span <- .8
label_plot <- dt_plot_ratio_COC_top_rest[
,list(y = loess(log_Ratio_COC ~ citing_Year,
span = the_span, data = .SD) %>%
predict(max(citing_Year)),x= max(citing_Year)),
by= Discipline_citing]
label_plot[,label:= Discipline_citing]
label_plot[grepl("Anthropology",label), label := "Anthropology"]
label_plot[grepl("Political Science",label), label := "Political Science"]
ggplot(dt_plot_ratio_COC_top_rest, aes(x=citing_Year,
y=log_Ratio_COC, color = Discipline_citing)) +
geom_smooth(se=F,method = 'loess', span = the_span,
aes(x=citing_Year, y = log_Ratio_COC, color = Discipline_citing,
linetype = Discipline_citing),show.legend=FALSE) +
scale_color_manual(name = "Disciplines", breaks = core_SSH, values = colors) +
scale_linetype_manual(name = "Disciplines", breaks = core_SSH,
values = linetypes) + theme_minimal() +
# guides(linetype=guide_legend(keywidth = 3, keyheight = 1,nrow=2,byrow=TRUE),
# color=guide_legend(keywidth = 3, keyheight = 1,nrow=2,byrow=TRUE)) +
theme(legend.position="bottom", legend.box = "vertical",
axis.text=element_text(size=12), axis.title=element_text(size=13)) +
ylab("log of COC ratios") +
scale_x_continuous("Year", breaks = seq(1960, 2020,10), limits = c(NA,2029)) +
# ylim(c(NA, 1.2)) +
annotate( "text",x=min(dt_plot_ratio_COC_top_rest$citing_Year),y=-Inf,
hjust=0,vjust=-0.5,
label="Curves smoothed by local polynomial regression",
size=4,color="darkgrey" ) +
geom_label_repel(label_plot, mapping = aes(x= x, y= y, label = label),
nudge_x = 1, xlim = c(2016, NA), na.rm = TRUE,
show.legend = FALSE) </code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'</code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>ggsave( paste0("figures/", "fig6.png"), width = 16, height = 9, bg = "white",
scale = .6)</code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'</code></pre>
</div>
<div id="citations-toward-disciplines" class="section level2" number="4.3">
<h2><span class="header-section-number">4.3</span> Citations toward
disciplines</h2>
<p>Our next step is to look at citations toward a discipline (CTC),
which is a way to measure the extent to which citations to a discipline
come from the outside of this discipline.</p>
<pre class="r"><code>core_SSH <- c("Psychology","Economics",
"Political Science &\nPublic Administration",
"Sociology", "Management",
"Anthropology &\n Archaeology")
dt_citing_cited <- readRDS(paste0(path_to_project_data, "dt_citing_cited_all.rds"))
dt_citing_cited <- dt_citing_cited[between(Year, 1950, max_period)]
dt_citing_cited <- merge(dt_citing_cited,
discipline_info[,list(Code_Discipline,
Discipline_cited = discipline)],
by.x="cited_discipline", by.y="Code_Discipline", all.x=T)
dt_citing_cited <- merge(dt_citing_cited,
discipline_info[,list(Code_Discipline,
Discipline_citing = discipline)],
by.x="citing_discipline", by.y="Code_Discipline", all.x=T)
CTC_per_y_and_disc <- dt_citing_cited[!is.na(cited_discipline) &
!is.na(citing_discipline)]
CTC_per_y_and_disc <- unique(CTC_per_y_and_disc[,list(Discipline_cited, Citations = .N),
by= list(Year,Discipline_citing,
Discipline_cited)])
CTC_per_y_and_disc <- CTC_per_y_and_disc[,list(Discipline_citing,
Proportion = Citations/sum(Citations)),
by= list(Year,Discipline_cited)]
setkey(CTC_per_y_and_disc, Year, Discipline_cited)
# The plot data, focussing on core SSH
dt_plot <- CTC_per_y_and_disc[Discipline_citing==Discipline_cited,
list(Year, Discipline = Discipline_cited,
Prop = 1-Proportion)]
# Smoothing y coordinate outside ggplot with loess
dt_plot <- dt_plot[,list(Year, Prop, Proportion = predict(loess(Prop~Year), Year)),
by=Discipline]
# Finding the order at the end to order in the legend
order_disc <- dt_plot[Year== 2016][order(-Proportion),Discipline]
dt_plot$Discipline <- factor(dt_plot$Discipline, levels = order_disc)
dt_plot <- dt_plot[!is.na(Discipline)]
ymin= min(dt_plot$Proportion); ymax =max(dt_plot$Proportion)
# Colors for every disciplines. We used Angrist's colors and added purple for Management
colors <- c("Psychology" = "#0000FF",
"Economics" = "black",
"Sociology" = "#FF0000",
"Anthropology &\n Archaeology" = "#CCCC00",
"Political Science &\nPublic Administration" = "#228B22",
"Management" = "purple",
"Others" = alpha("gray",.3))
# Linetypes for every disciplines. We used Angrist's linetype
# and added dotdash for Management
linetypes <- c("Psychology" = "longdash",
"Economics" = "solid",
"Sociology" = "dotted",
"Anthropology &\n Archaeology" = "solid",
"Political Science &\nPublic Administration" = "dashed",
"Management" = "dotdash",
"Others" = "solid")
#Abreviations for the labels at the end of the line
dt_plot[Discipline == "Psychology", Disc_abreviation := "Psychology"]
dt_plot[Discipline == "Economics", Disc_abreviation := "Economics"]
dt_plot[Discipline == "Political Science &\nPublic Administration",
Disc_abreviation := "Political Science"]
dt_plot[Discipline == "Sociology", Disc_abreviation := "Sociology"]
dt_plot[Discipline == "Management", Disc_abreviation := "Management"]
dt_plot[Discipline == "Anthropology &\n Archaeology",
Disc_abreviation := "Anthropology"]
dt_plot$Discipline_for_plot <- dt_plot$Discipline
dt_plot[!Discipline %in% core_SSH, Discipline := "Others"]
#Plotting
dt_plot[Discipline %in% core_SSH] %>%
mutate(label = if_else(Year == max(Year), as.character(Disc_abreviation),
NA_character_)) %>%
ggplot(mapping = aes(x=Year, y=Prop, col = Discipline)) +
geom_smooth(se=F,method = 'loess',
aes(x=Year, y=Prop,col = Discipline, linetype = Discipline),
show.legend=FALSE) +
scale_color_manual(name = "Disciplines", breaks = core_SSH, values = colors) +
scale_linetype_manual(name = "Disciplines", breaks = core_SSH, values = linetypes) +
# guides(linetype=guide_legend(keywidth = 3, keyheight = 1,nrow=2,byrow=TRUE),
# color=guide_legend(keywidth = 3, keyheight = 1,nrow=2,byrow=TRUE)) +
new_scale_linetype() + # geoms below can use another linetype scale!
geom_smooth(dt_plot[Discipline == "Others" & Discipline_for_plot != "Arts"],
mapping = aes(x=Year, y = Prop#, group = Discipline_for_plot
, linetype = Discipline_for_plot),
color = alpha("gray",.4),
se=F, method = 'loess') +
scale_linetype_discrete(name="Other Disciplines") +
theme_minimal() +
theme(legend.position="bottom", legend.box = "vertical") +
ylab("CTC (citations toward category)") +
xlim(c(NA, 2026)) +
theme(axis.text=element_text(size=13),
axis.title=element_text(size=14),
legend.text=element_text(size=13),
legend.title=element_text(size=14)
) +
guides(linetype=guide_legend(keywidth = 3, keyheight = 1,nrow=4,byrow=TRUE)) +
geom_label_repel(aes(label = label), nudge_x = 1,
xlim = c(2015, NA), na.rm = TRUE, show.legend = FALSE, size= 5) +
annotate( "text",x=max(dt_plot$Year),y=-Inf,hjust=.7,vjust=-0.5,
label="Curves smoothed by local polynomial regression",
size=4,color="darkgrey" ) </code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'
## `geom_smooth()` using formula = 'y ~ x'</code></pre>
<p><img 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width="100%" /></p>
<pre class="r"><code>ggsave( paste0("figures/", "fig7.png"), width = 16, height = 9, bg = "white",
scale = .7)</code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'
## `geom_smooth()` using formula = 'y ~ x'</code></pre>
<pre class="r"><code>shades_of_gray <- c("Psychology" = "#404040",
"Economics" = "black",
"Sociology" = "#202020",
"Anthropology &\n Archaeology" = "#A0A0A0",
"Political Science &\nPublic Administration" = "#606060",
"Management" = "808080",
"Others" = alpha("gray",.3))
dt_plot[Discipline %in% core_SSH] %>%
mutate(label = if_else(Year == max(Year), as.character(Disc_abreviation),
NA_character_)) %>%
ggplot(mapping = aes(x=Year, y=Prop, gr = Discipline)) +
geom_smooth(se=F,method = 'loess',
aes(x=Year, y=Prop,col = Discipline, linetype = Discipline),
show.legend=FALSE) +
scale_color_manual(name = "Disciplines", breaks = core_SSH, values = shades_of_gray) +
scale_linetype_manual(name = "Disciplines", breaks = core_SSH, values = linetypes) +
theme_minimal() +
# guides(linetype=guide_legend(keywidth = 3, keyheight = 1,nrow=2,byrow=TRUE),
# color=guide_legend(keywidth = 3, keyheight = 1,nrow=2,byrow=TRUE)) +
theme(legend.position="bottom", legend.box = "vertical") +
ylab("COC (citations outside category)") +
xlim(c(NA, 2026)) +
# ylim(c(NA, 0.75)) +
theme(axis.text=element_text(size=10),
axis.title=element_text(size=12)) +
geom_label_repel(aes(label = label), nudge_x = 1, xlim = c(2015, NA),
na.rm = TRUE, show.legend = FALSE) +
annotate( "text",x=max(dt_plot$Year),y=-Inf,hjust=.7,vjust=-0.5,
label="Curves smoothed by local polynomial regression",
size=4,color="darkgrey" ) </code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'</code></pre>
<p><img src="data:image/png;base64,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" width="100%" /></p>
<pre class="r"><code>rm(dt_citing_cited,CTC_per_y_and_disc)</code></pre>
<p>The same data in a table:</p>
<pre class="r"><code>dt_plot[order(Discipline,Year),list(Discipline, Year, Prop )]</code></pre>
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</script>
</div>
</div>
<div id="the-balance-of-toward-and-outward-citations" class="section level2" number="4.4">
<h2><span class="header-section-number">4.4</span> The balance of toward
and outward citations</h2>
<p>After having studied separately COC and CTC, we can bring them
together in a unique figure:</p>
<pre class="r"><code>#Disciplines to be plotted
core_SSH <- c("Psychology","Economics",
"Political Science &\nPublic Administration",
"Sociology", "Anthropology &\n Archaeology",
"Management")
#The table containing every citing-cited pairs
dt_citing_cited <- readRDS(paste0(path_to_project_data, "dt_citing_cited_all.rds"))
dt_citing_cited <- dt_citing_cited[!is.na(cited_discipline)]
#We merge it with discipline_info which contains discipline names
dt_citing_cited <- merge(dt_citing_cited,
discipline_info[,list(Code_Discipline, discipline)],
by.x = "cited_discipline", by.y = "Code_Discipline")
setnames(dt_citing_cited, "discipline", "Discipline_cited")
dt_citing_cited <- merge(dt_citing_cited,
discipline_info[,list(Code_Discipline, discipline)],
by.x = "citing_discipline", by.y = "Code_Discipline")
setnames(dt_citing_cited, "discipline", "Discipline_citing")
fct_balance_ref_graph_w_conf_interval <- function(dt_citing_cited,dt_only=FALSE)
{
# Creating a new table with needed columns
dt_p <- dt_citing_cited[!is.na(cited_discipline), list(Year, Discipline_cited,
Discipline_citing)]
# Counting how many citations goes from every discipline to every other disciplines
dt_p <- dt_p[,.N, by = .(Year, Discipline_cited, Discipline_citing)]
setnames(dt_p, "N", "Nb_cited")
# Summing total number of citation per discipline citing and per discipline cited
dt_p[,Total_citing := sum(Nb_cited), by=.(Discipline_citing, Year)]
dt_p[,Total_cited := sum(Nb_cited), by=.(Discipline_cited, Year)]
# Table to calculate out proportion
# (what proportion of cited article per a discipline isn't the discipline itself)
prop_out <- dt_p[Discipline_citing != Discipline_cited,
list(Total_citing = unique(Total_citing), Total_out = sum(Nb_cited)),
by=.(Discipline_citing, Year)]
prop_out$Direction <- "From the discipline (COC)" #For plotting purposes
# Table to calculate toward proportion (what proportion of citation going
# to one discipline doesn't come from the discipline itself)
prop_toward <- dt_p[Discipline_citing != Discipline_cited
, list(Total_cited = unique(Total_cited),
Total_toward = sum(Nb_cited)),
by=.(Discipline_cited, Year)]
prop_toward$Direction <- "To the discipline (CTC)"
# Joining both tables and computing balance with confidence interval
setnames(prop_toward,"Discipline_cited", "Discipline")
setnames(prop_out,"Discipline_citing", "Discipline")
balance <- merge(prop_out[,list(Discipline,Year,Total_citing,Total_out)],
prop_toward[,list(Discipline,Year,Total_cited,Total_toward)],
by= c("Discipline","Year"))
balance <- balance[ Discipline %in% core_SSH] %>% unique()
setkey(balance, Year, Discipline)
balance <- balance[between(Year, 1950, 2018)]
balance[, `:=`(
low_bound =prop.test(x= c(Total_toward,Total_out), n = c(Total_cited,Total_citing),
alternative = "two.sided",correct=FALSE)$conf.int[1],
high_bound =prop.test(x= c(Total_toward,Total_out), n = c(Total_cited,Total_citing),
alternative = "two.sided",correct=FALSE)$conf.int[2],
balance = Total_toward/Total_cited - Total_out/Total_citing
), by= .(Discipline,Year)]
# Format for ggplot
toward_out <- rbind(
balance[,list(Discipline,Year, Proportion= Total_toward/Total_cited, balance,
low_bound, high_bound, Direction= "To the discipline (CTC)")],
balance[,list(Discipline,Year, Proportion= -Total_out/Total_citing, balance,
low_bound, high_bound, Direction= "From the discipline (COC)")]
)
toward_out$Direction <- factor(toward_out$Direction,
levels = c("To the discipline (CTC)",
"From the discipline (COC)"))
#Plotting
if(!dt_only){
a <- .35 ; color_interval <- "black"
ggplot(toward_out, aes(x=Year, y=Proportion, fill=Direction)) +
geom_bar(stat="identity", position="identity") +
geom_line(aes(x=Year, y=balance,
color = "Balance (with 95%\nconfidence interval)")) +
geom_ribbon(aes(ymin=low_bound, ymax=high_bound),fill=color_interval,
alpha=a) + theme_minimal() +
facet_wrap(~ Discipline, scales = "free_x") +
#ggtitle("Balance of references in the main SSH disciplines") +
scale_color_manual(name = "", values =
c("Balance (with 95%\nconfidence interval)" = "black")) +
scale_y_continuous(breaks = pretty(toward_out$Proportion),
labels = abs(pretty(toward_out$Proportion))) +
theme(legend.key = element_rect(colour = "transparent",
fill = alpha(color_interval, a)),
axis.text=element_text(size=11),
axis.title=element_text(size=12),
legend.text=element_text(size=11),
legend.title=element_text(size=12),
strip.text.x = element_text(size = 13))
} else{
return(toward_out)
}
}
fct_balance_ref_graph_w_conf_interval(dt_citing_cited)</code></pre>
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q+//mptbW1gYKCpqZmRkZGamnr06NFr164RQp4/fz5u3Lj79+/Tt6a/DfxDyl+/fk0XmExsdTI2NqYBPH9c2gzojGu0A/WVMTU1NTU1bbiekpKSzMzMN2/exMbG3rt379WrV+LsJR8LCwsLCwtCSG5u7r179+7duxcVFZWdnc0UeP78+bx58xYuXLhq1Som3BXXYRJCnj59ShcUFBQuXrxYXzGayY8Qwt83hoGBQaMNMYTovFg6Wad3796NGTOG6RIAAAAAALQ4UQP4kJCQ+/fvE0ImT54cGBiopqbGbNLW1h44cOBPP/109+7dsWPHFhUVxcTEHDt2bMaMGSI2+nX6/PkzXdDT02ugGLOVKd886NhsQojg06cxEhISrly5Eh0d/fbtW2aq9majpaVFE/URQjIzM1ksloqKSkJCwpYtW548ebJ3715dXV03NzdaWJTDrIFJy3fz5k0mF0ADmCCZH38ehEYJ0XmxdLJOmzdvbuZLFAAAAAAAGiZqAH/06FFCyIABAw4fPiwnJ1dnmSFDhhw7dszJyam6uvro0aPfagDP4/EEKcakJeNwOJLsTk3MHGMNT65eA5vNXrJkCR1DwVBWVjY0NDQ0NOzfv//Tp09r5FEXWnR0tLe3NyHE3Nyc/90Efp07d6YLNjY23bt379evX1lZmZ+fn7OzM51WTbjDrFNT873VGRs3abyJEJ0XSydr43K5ly5dalLNAAAAAAAgaaIG8DT3+LJly+qL3ikHBwcrK6vHjx8nJiaK2OJXi5mJPTMzs4FiNNEdIURdXV3ifeKjqqpKU7hnZmYK/oB35syZsbGxhBAlJaUpU6bY2tp2795dS0uLKSDGqcVlZWXpjHHv378XpLyampqFhUV8fHxBQcHTp0/pLH3CHWadVFRU6IKXl9eSJUtEqUpAQnReQp3Mzs5u5htMAAAAAADQKFEDeDrod8CAAY2WHDRo0OPHj8UyW/jXycjIiC4wL8PXidnapLejRWdgYECbTk9PHzRoUJ1lUlJSnjx5QgixtLQ0Nze/e/cujd61tLTCwsLqDCkrKyvF1cMuXbqwWCwej8dms9PT0wU5P0wKd2bwuRCHWV/l+vr6dKHZ3gMXovMS6mRpaakYawMAAAAAALEQdRq5jh07EsG+7tOxvvWlZ/8GDBw4kC6EhoYy8WQNGRkZNIMdf/nmQR9QE0IaGPG+bds2T09PT09PmuecGS4xduzY+h4I0whfLDQ1NelsZ4SQnTt3Nlo+KyuLGc7AJGAX4jDrw1QVFxf35cuX+oodPXp01apVq1atavjGjSCE6LyEOtmhQ4cm9LuFDB48WKd+urq65ubm9vb2Xl5e8fHxLd3ZJli3bh09BEGSGojFggULaIuYZfA7UVFRcfr06cWLF9vY2ND7gN27d7ezs1uyZMnp06eb+mJOa4HrHAAAvg2iBvCDBw8mhERGRjZaMjo6mvDFG98ea2tr+oY2m8328/OrXaC6utrHx4eOTLayshIkEXqjBHzxnhDi7OxMpy5LSEgICwurXSAtLY3eXJCWlqY3F5ipzuobTX39+nX6DoW4zJw5ky6cOXPGz8+vurq6vpKlpaVz5syhy4aGhsy88UIcZn0MDQ379etHCMnNzd24cWOdZV6+fLl27dojR45cuXKFeRguNCE6L6FOqqqqiuX6bEE8Hq+oqCglJeXo0aPjxo2bM2dOcXFxS3cKoOWdPXu2b9++Hh4e586dS0tLKyoq4nA4hYWFqampZ8+e9fDw6NWrF81u07J69OhB4+158+a1dF8AAAC+IqIG8EuWLGnTps3vv//+5s2bBort3LnzxYsXhJD58+eL2OJXS0pKavny5XT50KFD8+fP5w8YPnz4MHXq1MuXLxNCWCzWihUrxNJoRkaGgO8qt2/ffvbs2XR50aJF+/bt43K5zNbExMRZs2bRBy9OTk50jnHmefjFixfT0tL4a/vy5UtQUJC7uzsTY4tlQvhJkyb17duXLu/cudPJyencuXPp6enMMXK53Pfv3+/du9fW1vbZs2eEEBaLtWnTJlEOswErV66kE9QdOXJk8eLFHz9+ZDbxeLybN29OmjSJ9u3nn39m0hMKTbjOS6iTs2bNEvFwmo2WlpZxLe3bt+cvc/XqVTc3NyZNIMD3ycfHZ8mSJcxkIrKysiYmJgMHDuzcuTMzK2pxcbGXl5e4/kkBAACAeIn6DvzAgQM3bNjw+++/jxgxYsuWLRMmTGBm5KaKiop27dr1559/EkIWLlxob28vYotfs0mTJt2/f//06dOEkLCwsEuXLhkZGenp6b1+/ZoZ7E0IWbx4sZ2dnSgNycvLy8jIVFVVffnyZdKkSVZWVioqKh4eHg3vtXr16kePHsXHx3M4nE2bNm3bts3MzExDQyMrK4tmjyOE6Orq/v7773S5X79+VlZWCQkJBQUFQ4cOtbOzMzAw4HA4GRkZ8fHxxcXFUlJSDg4O9K7E/v37o6OjZ82aNX36dKGPq02bNocOHZo0aVJycjIhJCEhYfHixYQQKSkpbW1tDoeTl5fHH9OyWKzNmzcPGTJElMNsgLW19YoVK7Zs2UIIOXfu3MWLF7t06dKlS5eKiorU1FRmBP64COH+pwAAIABJREFUceNoP0UnROcl1Mlp06aFhoaK5aAkbc2aNZMmTaq9ns1mX7t27a+//qIn4eHDh8HBwXiaB9+tM2fOBAQE0GVTU1MvL6/hw4cz/7K5XG5ERMSOHTvox++xY8fMzMx+/vnnFusuAAAA1EXUAD4xMdHJySk7OzswMHDy5MlGRkYDBw7s0qWLpqbm+/fv09PTb968SWeT7ty5s4WFxT///FO7kl9++UXEbnw9duzY0bFjx4CAAA6HU11dnZqampqaymyVl5f38vJyd3cXsRVpaemhQ4fS2d3i4uLi4uIsLS0bDeBlZGROnDjh6el54cIFQkh5eTlNh8YYPny4j48Pk2ReWlo6MDBwypQp9Dn/jRs3+Avr6elt3rx50KBB48aNo4/fnz9/3vBADEGoqqqGh4dv3br14MGDTIY8LpeblZVVo6SFhYWvr2+fPn1EPMyGLVmyRF1dfePGjSUlJRwO5/Xr1/yvkcvKyrq5uXl7e9e4byU04ToviU5KS0sHBweLdjQtTElJacKECXZ2dsOGDaPp/ffv348AHr5P9J4gXR4wYMCpU6eYR+4UvSE7ZsyY2bNnX79+nRDi7+8/derURkcqSciECRNoXg9mLBgAAAAQ0QN45t1j6s2bN/WFcJmZmQsWLKhz07cUwLNYrFWrVk2bNu3YsWN3797NzMxks9mqqqpdunQZOnTo9OnTBYwbG7Vjx47NmzffunUrLy9PTU2NyYHfMHl5+b17986ZM+fUqVPR0dEfP35ksVjGxsYmJibjx4+3tbWtUb5z586RkZFHjx6NiIh4+/btx48fNTQ0zM3NHRwcXFxc6Avbp06d2r9//9OnTzt27CiWERZycnLe3t6LFy++cOFCbGzss2fP8vPzv3z50rZtWyUlJUNDQ0tLyzFjxvTu3Vtch9kwV1dXBweHkJCQ27dvp6Wlff78uUOHDgYGBt27d587dy7N4yhGwnVeEp1UUlIS7VC+ChoaGqtXr6avt2RnZ6elpRkaGrZ0pwCaW0xMTG5uLiFEWlo6KCioRvTOYLFYu3btsrOzy83NLSoqioyMHDNmTPP29P/bsGFDi7QLAADwlWMJngWt7v1ZLNE7IWIfAFqj9+/fP3jwIC0tDe+aCmfw4MFv374lhOzcubPOIfSM9PT0H374gS4fOXJk2LBhzdA9oa1bt46OfTh8+HDzvHO0YMEC+rrEhQsXaE5E+Pbs2bPH19eXEGJlZXXp0qWGCzOXxMKFC9esWdMc/ZM8XOcAAPBtEPUJ/J07d8TRDYDvjo6OzoQJE1q6F98FZpZBQkhRUVGNrcXFxcHBwfHx8W/fvs3OztbU1NTT07Oyspo3bx5/JjzmLoCGhsaTJ0+kpKTqbGvy5Mn3798nhOzYsWPy5MnM+pcvX548eTIyMjI7O5vH4xkYGBgYGEyZMqXR8SA5OTn//fff9evXs7OzCSGGhobdu3dfuHBhAxMKvHv37vjx43QEUFFRkbq6ur6+vp2dndAjgISuMCYm5uTJk3FxcR8+fFBWVjY2Nh4/fvzUqVOlpaVdXV1v376trKxM85uKeHqhUUziOkEmc7W2tn7+/DkhpL5fhNCXhOB/CI3eycJ1DgAA3ydRA/imjkYGAGhm/HMoqKio8G86dOiQr68vm81m1mRlZWVlZUVHRwcHB69Zs4ZJ4mVgYGBhYfH8+fP8/Py4uLhBgwbVbujjx48xMTGEEHl5eQcHB7qSy+X6+PgcOHCAP/9iUlJSUlJSaGiojY2Nv7+/rq5unT2/du3a0qVL+eezSExMTExMPHXqlI+Pj6ura43yPB5v27Zte/bs4c+3n5ubm5ub+/Dhwz179qxcubJJWQCErrC8vHz58uU0lQOVl5eXl5cXExMTHBzMpFJjCH16QUBMCJqUlFReXt62bdsGCru6uta+uiihLwlR/hDE1QexV4jrHAAAmp94Mm8BAHy1IiMjmWX+bBHh4eFr166l0buCgkKvXr2GDx9uZWVFkzuUlZWtX7/+3r17THknJydmxzobunjxIp1YcfTo0YqKinTlggULgoKCaNAiIyPTs2dPGxsbbW1tujUqKmry5Mn8dxD4u+3u7l5cXNyxY8cxY8bMnDnT2tqavrVUVVW1bt26p0+f1thl5cqVO3bsoEEIi8Wizw+ZoKisrOyPP/7YvHmzgOdN6Ao5HM5PP/3ERDWysrJWVlb9+vWjQWNKSoqLi0t6enqNvYQ7vSAgExMTupCbm7ts2TKaH04IQl9jQv8hiLEP4q0Q1zkAALQMnrilpaXdu3cvPDw8MjLy5cuX1dXVYm8CAMDa2rpTp06dOnU6depUA8VSU1ONjY1pSVtbW2Y9h8Pp1q0bXe/t7V1cXMxsys3NnT59Ot3k4ODArE9PT6crraysuFxu7bZGjx5NC9y+fZuuOXjwIF2jo6Ozffv2yspKpnB4eLi5uTndunHjRmb92rVrO/1P586dd+3axf8pmpCQYGZmxnSbv/WzZ88yO86ePfvTp0/Mpuzs7IkTJzI9iYqK4t/x119/pZvi4uLEUuG2bduY/u/bt6+qqoqur6qqCg4O1tPTY6o1NTUV5fSC4KqqqoYMGcKc+V69evn5+b148aJJlQh9SYjyh3Djxg2x9AHXOQAAfBvEFsAnJyf/8ssv/K+MUurq6rNnz37+/Lm4GgIA4DUWwBcXFyckJGzdutXQ0JD5Gn369GmmwLNnz+jKYcOG1d49Ly9PR0enU6dO+vr6/MHGyJEj6V6xsbE1dnnz5g3zvZzD4fB4vLKyMgsLC7oyJCSkdiu3bt2iWwcNGsSs5A/gAwMDa+914sQJunXs2LHMSi6XO2jQILre09Oz9l5cLnfOnDm0wPjx4/k31RnYCF3h58+fjYyM6PqLFy/W3vHq1at1Bja8Jp5eaKqYmJiuXbt2+r/69Onz22+/nT9/Pi8vr+Hdhb4kRPxD4A/gcZ0DAACIZwj91q1bLS0t//nnn7y8vBqbCgoKgoODrays/P39xdIWAAA/Dw8PnVpMTU0dHBx27txZXl5Oi40dO3bixInMXhkZGXShQ4cOtevU1NT8999/AwIC/v7778rKSmY9M/y1dh7v8+fP0wVnZ2eamyo8PLywsJAQYmRkNHXq1NqtDB06lA5szsjIyMrKqrFVR0dn9uzZtfcaPHgwXfj8+TOz8sGDB/SIFBQUvLy8au/Vpk2bNWvW0I7FxcXx5wWok9AVnj17tqysjBDSq1cv5nTxGzVqVJ8+fepstEmnF5pq4MCBYWFhNSZ/zcnJOXny5MKFC62srEaMGLFx48ZHjx7VubvQl4SIfwhi6YPYK8R1DgAALUUMAbyfn5+Xlxd9eaxdu3b29vZz585dv379L7/8MmLECDqVdFVV1YoVK3bu3Cl6cwAATSIlJTV37tzdu3fzr2Rmg4+Kijp48GBpaWmNvUaPHj127NixY8e2a9eOWcn/zZv3f+e/ZL55M7cJmPfn3dzc2rSp+8M2MDAwJCQkJCREQUGhdgfo2/g11JkQm2a9IoSMHz++vjTjhoaGTNrRuLi4OsuIXiHNnk0ImTVrVn2V17epSacXhNC1a9dLly5du3bN3d29W7du/Jt4PF5ycnJgYODYsWNHjhxZO7YU+pIQ8Q9BLH0Qe4W4zgEAoKWImoU+LS1t3bp1hBApKakVK1YsX768xr/AgoICPz8/Pz8/Lpe7atUqFxcXPT09ERsFAGBoaWkpKyvXXi8tLa2pqdmnT58JEybw566junXrZmdnd+fOnerqam9vb19fXwcHB3t7+z59+vBPO1eDvr5+jx49nj59mpOTk5CQ0KtXL7o+ISGBZqsyNTU1NzenK+lEXIQQY2Pj+io0NTU1NTWtc5OBgUG9x1zL69ev6QKTq6xOxsbGt27dIoS8fPlSQhU+e/aM2dTAXnWub9LpBaFZWFhYWFgQQnJzc+/du3fv3r2oqCg6TyH1/PnzefPmLVy4cNWqVUzILfQlIeIfAj9c5wAAAKIG8AEBAXR86V9//bVy5craBdTV1X19fVVVVVetWlVRUREQEODr6ytiowAAjDVr1kyaNKmpe7FYrD179qxZs+bixYuEkNLS0jNnzpw5c4YQoqWlZWtrO2LEiOHDh8vJydXY0cnJiaZ/Dw8PZ755M5mo+XtChw0TQgScHKuGTp06CV6YGU7f8B1SZiv/8HvxVsgcdQM7du7cub5Ngp9eEJ2WlpaLi4uLiwshJDMzk8ViqaioJCQkbNmy5cmTJ3v37tXV1XVzc6OFRb8khPtD4IfrHAAAQNQh9NevXyeEmJmZ1Rm9M1auXGlmZkYIiYiIELFFAACxUFNTCwgIuHz58vz58/mHE+fm5p4+fXrevHlDhgyp/ZHl6OhIF5gxxlwuNzQ0lBDSpk0bZ2dnpiQzp3TDc27XR1q6CTdYawzErY+MjAxd4HA4EqqQSRlAZ7xreK/aBD+9ILjo6Gh7e3t7e/vFixfXV6Zz5866urpKSko2NjZHjhyRl5cnhPj5+TFTuwl9SYj4h8AP1zkAAICoAfy7d+8IIQMHDmy4GIvFsra2JnyJowAAvgaWlpbe3t63bt16/PjxP//84+7uzoy3z8rKcnd3j42N5S+vr6/fs2dPQkhmZmZSUhIhJDo6Ojc3lxBiY2PDnxJPVVWVLmRmZkr6KARsi/kEVldXl1CFampqje7YwCbBTy8ITlZWNiUlJSUlhd5zb5SamhodY19QUEAfFBMRLgkx/iHgOgcAABA1gP/y5QupJ41zDdra2kz5b1JGRgZNf11nlt2GLViwgO778OFDSfRNOKtXr2ZyeltaWnK5XNHrdHV1pRW+efNG9NoAxKhDhw6Ojo4bNmy4e/duWFhY//79CSFcLjcgIKBGyRpJpOvLO8W8xE7fa61TSkrK8ePHjx8/npycLErnmZsOzDu9dWK2NvqCvdAVMjs2kAC8gRNCBD69ILguXbrQB8VsNrvhk89g5pRhxooLfUmI8Q8B1zkAAICoATxNWZeYmNhoyYSEBKY8CKhHjx403J03b14zN83hcMLCwpgfP336FBUV1cx9EJHYz14L/jqazfdwjNS6deucnZ2dnZ2ZbNL8evfuvXHjRrr86tWrGluZ4a/h4eEVFRWXL18mhLRr127MmDH8xeiwI0JISEhIfd3Ytm2bp6enp6fnhw8fhD0UQviGQYWGhjIRVw0ZGRk0ERcRYNiU0BUys9wdPny4vsqPHTvWQNMCnl4QnKamJn3eSwgRZDqYrKws5pkzk9NR6EtCjH8IuM4BAABEDeBp8pV79+41PDY+KyuLhn/1TYsKX5tbt27V+DbDPB8A0bHZbBonjxw58vtp+qvCYrHi4uLi4uJOnTpVZwEmkFBRUamxSU9Pz9LSkhDy9u3bv//+m74k7ODgQF8bZjg7O9N54BISEvhvhzHS0tJoYCAtLd1opNEwa2trmjGLzWb7+fnVLlBdXe3j40Pf4LWysmo047fQFU6ePJm+vR8bG3vt2rXaO8bExNy+fbuBpgU8vdAkM2fOpAtnzpzx8/Orrq6ur2RpaemcOXPosqGhITNvvNCXhBj/EHCdAwAAiBrA07FebDZ7woQJxcXFdZZhs9kTJ04sKioihNBst/D1o+m4CSHt27enC1euXCkrK2u5HgGIE5P5+ezZswcPHqyR7ComJsbLy4su29vb196dGf66Z88eulA7cXT79u1nz55NlxctWrRv3z7+91ASExNnzZpVXl5Oa2t4+utGSUlJLV++nC4fOnRo/vz5/B/IHz58mDp1Kn3Ex2KxVqxYIbkKdXR0ZsyYQZfd3d0PHjzIxIo8Hu/MmTOurq7kfyn66ksAJsjphSaZNGlS37596fLOnTudnJzOnTuXnp7OXPlcLvf9+/d79+61tbWlc6SxWKxNmzYxNQh9SYjxDwHXOQAAgKjTyLm6uvr5+SUnJz969MjAwGD58uVOTk4GBgaKioolJSVv374NDw/39/fPz88nhJibm9N/aSCgCRMm0KwBzOjH5sFms2/cuEGX//rrr0WLFlVUVHz58uXatWvjxo1rzp6IQuxnr6V+Hc3pezhGytHRcfv27enp6Twez9vbe8eOHWZmZioqKmw2Oy0t7f3797SYvr7+/Pnz69zdx8eH/C8rtba29qBBg2oXW7169aNHj+Lj4zkczqZNm7Zt22ZmZqahoZGVlZWSkkLL6Orq/v7776If0aRJk+7fv3/69GlCSFhY2KVLl4yMjPT09F6/fs0/Qmrx4sV2dnYSrdDb2/vhw4fJyckcDsfb29vX19fCwkJWVjYpKYk+ZnR1dc3Kyrpz5059ackFPL0guDZt2hw6dGjSpEn0JfOEhASakV5KSkpbW5vD4eTl5fHH1SwWa/PmzUOGDOGvROhLQox/CLjOAQDgOydqAC8tLR0aGmpjY/Phw4eCgoK1a9euXbuWEEIDeP6SWlpaoaGhUlJSIrb4XdmwYUOLtEtfySOEaGlpjRo1yt7enj6COHfuXCsK4MV+9lrq19GcvodjpGRlZUNCQhYsWEDTcxQUFNR+GX7YsGH+/v6Kioq1d+/cubOVlRXdlxAyYcKENm3qGNAkIyNz4sQJT09POsNzeXn5kydP+AsMHz7cx8dHS0tLLAe1Y8eOjh07BgQEcDic6urq1NTU1NRUZqu8vLyXl5e7u7ukK5SXlz9z5sy8efPu3btHCCktLWXSc7Zp02bhwoVeXl702WN9j1sFPL3QJKqqquHh4Vu3bj148CAzCxqXy83KyqpR0sLCwtfXt85X3oS7JMT7h4DrHAAAvmeiBvCEEGNj48ePH8+fPz8sLIyZUrVG9O7o6PjPP/906tRJ9OagGZw9e5YuODs7S0lJOTk50QD+zp07hYWFzPQ50GySk5MfPHhQVlY2c+bMOuNJEIK+vv6lS5fu3r17/Pjxd+/e5eTkFBYWdujQQVdX18TEZObMmQ2/QOvk5MT/zbu+YvLy8nv37p0zZ86pU6eio6M/fvzIYrGMjY1NTEzGjx9va2srxiNisVirVq2aNm3asWPH7t69m5mZyWazVVVVu3TpMnTo0OnTpzf1ToHQFaqoqJw8efLy5cunT59OSEgoLCxs3759//7958yZ07t3b0IIHePATOJVm4CnF5pETk7O29t78eLFFy5ciI2NffbsWX5+/pcvX9q2baukpGRoaGhpaTlmzBj6O6qT0JeEGP8QcJ0DAMD3jMWE3KJ78eLFhQsXHjx4kJOTw2azlZSUtLW1BwwY4OzsbGZmJq5WviozZ848dOgQXc7IyKC5dm1sbE6cOFFVVXX8+PELFy6kpaV9/vxZU1PT3Nz8xx9/nDBhAn0pjt+CBQtCQ0MJIRcuXOjXrx+zft26dcHBwYSQw4cP1/ki7suXL0+ePBkZGZmdnc3j8QwMDAwMDKZMmSJKVPD+/fsBAwbQC+PatWsWFhalpaU9e/akL8D7+vq6ubk1sDuPx7t06dLFixcTEhLy8vKUlZUNDQ0dHR2nT58uLy/v6upK8/rcvXuXmYZn48aNgYGBhJCEhIT27dsnJiYePHgwNjb248ePysrK3bp1++mnn5h3BQsKCvbv33/t2jX6xcjIyKhfv34eHh61vyHVd/aY9bS5/Pz8kJCQS5cuZWVlcblcIyOjHj16LFq0SFdXV8AKqeLi4uDg4Pj4+Ldv32ZnZ2tqaurp6VlZWc2bN4/JI0AI2bp1665du2qfN0tLS3qXhL+h1NRUWVnZNWvWHDt2jP5GYmNja3Ts2bNnhw4devXqVU5OTl5enrq6ura2tpGR0YwZM+hEaMI1Xd8lB4zIyMjp06cTQnr27HnlypWW7k5rUllZaWhoyOPxJk2aVF9SdJxeaO1wnQMAgCSI4Qk8w8zM7FsN1Jvq/fv3P//8M80DROXk5OTk5Ny8eXPfvn379+/v2rWriE1wuVwfH58DBw7wv7WYlJSUlJREX2rw9/evHYIK4vz58zRW7Natm4WFBSFEQUHB3t4+PDycbm0ggM/JyXF3d+cfG/np06dPnz7FxcUFBwf/+++/jbYeGBj4119/MQdFd79//35sbKyPj8+DBw/mz5/PTFBMCElISEhISDh79uyFCxeYOwKCe/Lkyc8//5ybm1ujwpMnT27evHnKlCkC1nPo0CFfX1/63iOVlZWVlZUVHR0dHBy8Zs2an3/+ual9I4TweLwlS5bQmzu1FRYWLly4MDIykn/lhw8fPnz48OTJkzNnzvTt2/fff//lv30AYnTx4kW6gOdm/JiM4t26dbOxsamzzPXr1+mHTANjHHB64WuG6xwAAFqKSAF8dnb2ixcvCCFmZmYYHs8oKSlxc3OjiXnatWvXtWvXgoICJhfO69evnZ2dw8LCDA0NRWllwYIFNKImhMjIyND8W69fv87JySGEREVFTZ48OSIiQklJqak1nzt3ji7wf58YO3Ysbe7hw4eZmZl03p0acnNzx44dm52dTX9ksVj6+voqKirJyclVVVXp6enTp09XV1dvoOkjR45s27Zt+PDh8+bN6969+4cPH44ePRocHMzj8YKDg9u2bUtn3P3jjz/s7OzU1NTi4+P/+OOPjIyMgoICLy8vJnO+gNLS0tzc3OTk5Hx9ffv376+trf369et9+/ZdvXq1srJy1apVPXr0MDc3b7Se8PDwtWvX0i9qCgoK3bp109DQ+PTpU3JycmVlZVlZ2fr167t27frDDz8QQhwdHY2NjUtLS2mScx0dnVWrVpF6xlgePnyYRu8aGhrGxsZGRkbKysp0U3V19ezZs5lXLjU0NIyMjFRUVPLz81NTU+mthPj4+IULFzLTpDWpaWjYly9f6IRY0tLS48ePb+nufEWkpKTWr19PCNHT04uOjq6df7u6unrbtm10ub65DHF64SuH6xwAAFqKSOlSTp06NXz48OHDhx84cEBcHfoGPHnyJCUlRVVV9fDhwy9fvgwPD4+Ojn769CnzDPbz58+LFy8W5eWF4OBgGk6zWCxPT8/U1NQrV66cOHEiPj4+KCiIxmMZGRl1jpdu2LNnz16+fElrdnZ2Ztbb29u3a9eOEMLj8WgWotqWL1/ORO/u7u7Jycn379+/fPnyq1evdu7cKS8v//HjR3rHpz7btm1zd3f/77//Bg8erKKi0q1bt40bN06dOpVuDQgIkJKSunr16ty5c42NjTU0NEaNGnX8+HE6w3BMTAz/g3RBLF26VFdX9+rVq25ubqampioqKn369Dlw4AAdrl9ZWRkSEtJoJVwu19PTk/4258yZ8/jx4/Dw8EOHDl26dCkuLo5mLa6urvb19aXlzc3NXVxcmFyAqqqqLi4uLi4uw4YNq135li1blJSU9uzZk5CQcO7cOT8/PyaAv3HjBo3epaWlt2/f/vjx4/Pnz//3339hYWGJiYnr16+nXyjv379P54BoatPQsMOHD9N0/ba2tpqami3dna+Ivr6+sbExIeTdu3erV6+uMT9fRUXF6tWr6YfMgAED6ruPidMLXzlc5wAA0FJECuA7dOhAF169eiWOznw75OXlL1++bG9vz9yVV1dX37hx45YtW+iPCQkJ9FVwIZSXlzP39bdu3frbb7/JyMgwW3/88UdmRlnmxWbBMenrBg0axD+qom3btiNGjKDL58+fr71jfHw8HU9ICNm2bduGDRuYUFNWVnbSpEkXLlygkXYD9PX1V69eXeNRBjPXLiFk9erVNb4J6evrMxMdvXnzprHj+z8yMzN9fX1rDx5ZtGgRXUhKSmq0kpSUFPq429TU9M8//+Qf8tC+fftdu3bRw3n+/HlVVVWTukcIqaqq8vf3d3Z2rp2a+ObNm3RhwYIFU6ZM4U+sICcnN2/ePOaZD5MhCURUVVWVnZ3NZrMvX77M/A0yE1wDY/v27XJycoSQI0eO9O/ff+3atfv27fP39//ll18GDBhw9OhRQoisrCydQIuB0wutC65zAABoESINoR8zZoyGhkZ+fn5MTEx1dTWmP2HMnj1bX1+/9npXV9eTJ08+fvyYEHLmzBnhnnyGh4cXFhYSQoyMjJin0/yGDh1qYmKSmpqakZGRlZUl+JvwXC6Xebpe+308JycnuvXly5fJyck1xpYfP36cLvTt27fOXnXv3n3GjBk0QVp9xowZQ78P8evSpQtdqDEogGFgYEAX+N+NF8TgwYNrpHmjmAwFglTIvBzB3M/ip6mp+e+//9IZmyorK/lvtQjC1NT0xx9/rHOTsbHx5MmTCSETJ06ss0C3bt0iIiIIIUVFRU1qFOqTnZ1NE1Uy+vXrN3To0Jbqz1erT58+gYGBXl5eubm5Hz9+/O+//2oUUFNTCwoKqvEZgtMLrQuucwAAaBEiBfCqqqpHjx4dP378mzdv/P39V65cKa5utXZz586tb9PSpUtnzpxJCImLixOucjrlLCHEzc2tvpsmgYGBHz58IPVPP1tfzXQUupycXO24cdiwYYqKinSCwHPnztX4UhITE0MXmMfXtf36668NB/B1ZvphQnodHZ06X+mvHfMLqL6pkhodKcCPGREQFRV18ODBqVOn1jjno0ePFq57hJCRI0fWfrWSanSWY0GGD4Ao9PX1g4KCWroXX6mRI0fa2toeP3781q1bmZmZmZmZhBBlZWVzc3MbG5sZM2Y0OhsiTi98/XCdAwBA8xM1C/3o0aOvX7/+008/eXl53bp1a9WqVb169VJRURFL51opJSWlOh/GUjSvOyEkJyensrKySbEi9fz5c7pAX8Crk6mpacNTWNeJSV83cuTI2qGyrKzsqFGj6Bj7CxcurFmzhrl9wOFwmAfRDcxEQCNw/lTtNTR8u0Hs858zj+5F0a1bNzs7uzt37lRXV3t7e/v6+jo4ONjb2/fp00dHR0fEyjt27Ch44ZKSkszMzDdv3sTGxt67dw8vtoidurr6xIkTX7x4oaqqam1tPXfuXLFfk98SOTm5WbNmzZo1S8DyOL3QGuE6BwCAZiZqAD9t2jRCiLmnNCmuAAAgAElEQVS5eUZGRkREBB2yq6CgoKamVt+TQ3qL+hvGDPmuU8eOHeXl5emc6p8/f9bS0mpq/XT8PCFEuFni6lNaWspMQhsWFkZT49YnJycnNjZ20KBB9EdmkLasrGzD8xEYGBh8PU+GNTQ0RK+ExWLt2bNnzZo1dDag0tLSM2fO0Hz4Wlpatra2I0aMGD58uHDDBBq9PBISEq5cuRIdHf327duCggIhmgDBKSkpCZEYEgSE0wvfA1znAAAgIlED+BMnTtReWVpaWlpaKmLN3zAm/7xwQR2TC61t27Zi6xMhV69epelwBXT+/HkmgGde7a7vrg2DP9dai2u0twJSU1MLCAiYP3/+xYsXb9++TTMPE0Jyc3NPnz59+vRpXV3dP//8c9SoUU2tuYEBGmw2e8mSJdeuXeNfqaysbGhoaGho2L9//6dPnwqSRR8AAAAAAFoLUaMpOrU18Hv79m0DW9+/f19eXk4IkZaWZvK0N4mqquqnT58IIZmZmWJ8CM+Mn+/QoUMDk5+/efPm3bt3hJDw8PBNmzbR0F1JSUlKSorL5VZUVOTk5DQwdLzhk9OqWVpaWlpaent7f/z48eHDhzQtP02Mn5WV5e7ufvr06QEDBoiruZkzZ8bGxhJClJSUpkyZYmtr2717d/4n9lu3bhVXWwAAAAAA8DUQNYCPiooSSz++JWw2Ozs7u76R5Mwb7Obm5sI9ATYwMHj9+jUhJD09nXkGXkNKSsqTJ08IIZaWlg1E44y8vLy7d+/S5eXLl/PP3FbDjRs3aBK+oqKimzdv0gxtLBbLxMQkJSWFNl1fAJ+fn/89DPPu0KGDo6Ojo6Pjhg0bHj9+vHHjxri4OC6XGxAQIK4A/u7duzR619LSCgsLq/M+Dk19DwAAAAAA3wxM/CYRgYGBda7n8Xh///03XR48eLBwlTMz0DQwQHrbtm2enp6enp40F32jLly4wOVyCSGysrJOTk4NlLSzs1NXV6fLzEN7QggzH9vevXvr2/fff/8VpDOty7p165ydnZ2dne/fv197a+/evTdu3EiXxZhVLjExkS6MHTu2vlEYNMIHAAAAAIBvBgJ4iThy5EhycnLt9YcPH05ISCCEsFgsV1dX4Sp3dnamr0YnJCTUmWouLS3t1q1bhBBpaemBAwcKUicTio8aNarhgf3S0tJjx46lyzdu3GBSyjNzv8fGxtIUbjW8ffv2mwzgWSxWXFxcXFzcqVOn6izA3EOpc3YGJiFCkzDvxnM4nDoLXL9+nV5pDRCuaQAAAAAAaClCBvDv37//+++/3dzcHB0dPTw8/vvvv48fP4q3Z61aZWXluHHjzp8/z8RXRUVF69atW7NmDf1xxowZDSerb0D79u1nz55NlxctWrRv3z768JxKTEycNWsWfc3eyclJkHngU1NTmczwkyZNarS8i4sLXaioqLh8+TJdtrS0HDFiBF328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" width="672" /></p>
<pre class="r"><code>ggsave( paste0("figures/", "fig8.png"), width = 16, height = 9, bg = "white",
scale = .6)
rm(dt_citing_cited)</code></pre>
<p>And another way to look at this comparison is to take the log
ratio:</p>
<pre class="r"><code>#Disciplines to be plotted
core_SSH <- c("Psychology","Economics",
"Political Science &\nPublic Administration",
"Sociology", "Anthropology &\n Archaeology",
"Management")
#The table containing every citing-cited pairs
dt_citing_cited <- readRDS(paste0(path_to_project_data, "dt_citing_cited_all.rds"))
dt_citing_cited <- dt_citing_cited[!is.na(cited_discipline)]
#We merge it with discipline_info which contains discipline names
dt_citing_cited <- merge(dt_citing_cited,
discipline_info[,list(Code_Discipline, discipline)],
by.x = "cited_discipline", by.y = "Code_Discipline")
setnames(dt_citing_cited, "discipline", "Discipline_cited")
dt_citing_cited <- merge(dt_citing_cited,
discipline_info[,list(Code_Discipline, discipline)],
by.x = "citing_discipline", by.y = "Code_Discipline")
setnames(dt_citing_cited, "discipline", "Discipline_citing")
toward_out <- fct_balance_ref_graph_w_conf_interval(dt_citing_cited,dt_only = TRUE)
dt_diff <- toward_out[
,list(log_diff=log(.SD[Direction=="To the discipline (CTC)",Proportion]/
.SD[Direction=="From the discipline (COC)",-Proportion])),
by=.(Year,Discipline)]
# Smoothing y coordinate outside ggplot with loess
dt_diff <- dt_diff[,list(Year, log_diff, log_diff_smooth =
predict(loess(log_diff~Year), Year)),by=Discipline]
# Finding the order at the end to order in the legend
order_disc <- dt_diff[Year== max(Year)][order(-log_diff_smooth),Discipline]
dt_diff$Discipline <- factor(dt_diff$Discipline, levels = order_disc)
ggplot(dt_diff, aes(x=Year,y=log_diff_smooth,col=Discipline, linetype=Discipline)) +
geom_line( lwd=1.25) + scale_color_manual(name = "Discipline", values = colors) +
theme_minimal() +
scale_linetype_manual(name = "Discipline", values = linetypes) + ylab("log(CTC/COC)") +
theme(axis.text=element_text(size=12),
axis.title=element_text(size=13#,face="bold
),
legend.text=element_text(size=11),
legend.title=element_text(size=13)) +
annotate( "text",x=max(dt_diff$Year),y=-Inf,hjust=.95,vjust=-0.5,
label="Curves smoothed by local polynomial regression",
size=4,color="darkgrey" ) </code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>ggsave( paste0("figures/", "fig9.png"), width = 16, height = 9, bg = "white",
scale = .6)
rm(dt_citing_cited, toward_out, dt_diff)</code></pre>
</div>
</div>
<div id="disaggregating-the-relations-of-economics" class="section level1" number="5">
<h1><span class="header-section-number">5</span> Disaggregating the
relations of economics</h1>
<div id="ssh-and-nse" class="section level2" number="5.1">
<h2><span class="header-section-number">5.1</span> SSH and NSE</h2>
<p>The first graph to make is how the split to investigate is the
proportion of citations from the SSH (social sciences and humanities)
that goes to the NSE (natural sciences, engineering and biomedical
sciences):</p>
<pre class="r"><code>#Looking at the proportion of cited discipline per year
y_max = max_period
dt_citing_cited <- readRDS(paste0(path_to_project_data,
"dt_citing_cited_all.rds"))
dt_citing_cited <- dt_citing_cited[!is.na(cited_discipline) &
cited_discipline<200 & # removing discipline unknown
between(Year,min_period,max_period)]
discipline_inf <- fread(paste0(path_to_discipline_info, "Liste_Discipline.txt"))
dt_citing_cited <- merge(dt_citing_cited,
discipline_inf[,list(Code_Discipline,EGrande_Discipline,
EDiscipline, ESpecialite)],
by.x = "cited_discipline", by.y = "Code_Discipline")
dt_citing_cited[,nb_cited:=.N,by=Year]
# The proportion of cited articles per EGrande_Discipline
# (Natural Sciences and Engineering and Social Sciences and Humanities)
# among SSH citing articles
prop_grande_disc <- dt_citing_cited[between(citing_discipline,101,200), list(
EGrande_Discipline = unique(EGrande_Discipline),
Proportion=.SD[,.(tot=.N),by=EGrande_Discipline]$tot/.N),
by =Year]
prop_grande_disc <- prop_grande_disc[EGrande_Discipline != "Unknown"]
prop_grande_disc[grep("Natural",EGrande_Discipline),Sector:=factor("NSE")]
prop_grande_disc[grep("Social",EGrande_Discipline),Sector:=as.factor("SSH")]
#order_disc <- unique(prop_grande_disc[Year == y_max,][order(Proportion),Sector])
prop_grande_disc$Sector <- factor(prop_grande_disc$Sector, levels = c( "SSH", "NSE"))
ggplot(prop_grande_disc, aes(x = Year, y = Proportion, fill = Sector)) +
geom_bar(stat = "identity") +
labs(y="Proportion of outward citations") + theme_minimal() #+</code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code> # theme(axis.text=element_text(size=12),
# axis.title=element_text(size=13#,face="bold
# ),
# legend.text=element_text(size=11),
# legend.title=element_text(size=13))
#+ ggtitle("Proportion of extradisciplinary citations : SSH vs NSE")
ggsave( paste0("figures/", "fig10a.png"), width = 8, height = 6, bg = "white",
scale = .6 )
##Doing the same thing with economics
dt_citing_cited <- dt_citing_cited[citing_discipline == 119 &
cited_discipline != 119 &
cited_discipline != 132,]
#SSH vs NSE in economics
prop_grande_disc_econ <- dt_citing_cited[, nb_cited := .N, by = "Year"][
, nb_cited_g_disc := .N, by = .(Year, EGrande_Discipline)][
,Proportion := nb_cited_g_disc / nb_cited][
, list(Year, EGrande_Discipline, Proportion)] %>% unique()
prop_grande_disc_econ <- prop_grande_disc_econ[EGrande_Discipline != "Unknown"]
prop_grande_disc_econ[grepl("Natural", EGrande_Discipline), Sector:="NSE"]
prop_grande_disc_econ[grepl("Social", EGrande_Discipline), Sector:="SSH"]
order_disc <- unique(prop_grande_disc_econ[Year == y_max,][order(Proportion),Sector])
prop_grande_disc_econ$Sector <- factor(prop_grande_disc_econ$Sector,
levels = c( "SSH", "NSE"))
ggplot(prop_grande_disc_econ, aes(x = Year, y = Proportion, fill = Sector)) +
geom_bar(stat="identity") +
labs(y="Proportion of outward citations") + theme_minimal()</code></pre>
<p><img 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width="672" /></p>
<pre class="r"><code> #+ ggtitle("Proportion of extradisciplinary citations for economics : SSH vs NSE")
ggsave( paste0("figures/", "fig10b.png"), width = 8, height = 6, bg = "white",
scale = .6 )
rm(dt_citing_cited)</code></pre>
<p>Through time, the average proportion going to NSE is:</p>
<ul>
<li>0.24 for all SSH</li>
<li>0.51 for all SSH</li>
</ul>
<p>For all the SSH, the proportion going to NSE stopped growing in
2007.</p>
</div>
<div id="strong-ties-of-economics" class="section level2" number="5.2">
<h2><span class="header-section-number">5.2</span> Strong ties of
economics</h2>
<p>Now, focussing on economics, we can find the disciplines to which the
highest shares of its citations have gone over the studied period:</p>
<pre class="r"><code>the_disc <- "Economics"
the_varia_SSH <- "Others SSH"
the_varia_NSE <- "Others NSE"
SSH <- "Social Sciences and Humanities"
NSE <- "Natural Sciences and Engineering"
#Data needed
dt_citing_cited <- readRDS(paste0(path_to_project_data, "dt_citing_cited_all.rds"))
dt_citing_cited <- dt_citing_cited[between(Year, 1950, 2019),]
#Summing how many citation goes from every dicipline to every other discipline per year
citing_cited_disc <- dt_citing_cited[, list(Citations =.N),
by=c("Year", "citing_discipline",
"cited_discipline")]
#Merging with dicipline_info to get cited discipline names
citing_cited_disc <- merge(citing_cited_disc,
discipline_info[,list(EGrande_Discipline,
Code_Discipline,
Discipline_cited = discipline)],
by.x="cited_discipline", by.y="Code_Discipline", all.x=T)
#Merging with dicipline_info to get citing discipline names
citing_cited_disc <- merge(citing_cited_disc,
discipline_info[,list(Code_Discipline,
Discipline_citing = discipline)],
by.x="citing_discipline", by.y="Code_Discipline", all.x=T)
#Getting references for Economics only
cit_disc <- citing_cited_disc[Discipline_citing == the_disc & !is.na(cited_discipline)]
#Summing citations per dicipline cited
cit_disc <- cit_disc[,list(Citations= sum(Citations)),
by=list(Year,Discipline_citing,
Discipline_cited, EGrande_Discipline)]
setkey(cit_disc,Year)
#Calculating proportion and taking relevant columns
cit_disc <- cit_disc[, list(EGrande_Discipline, Discipline_cited,
Proportion = Citations/sum(Citations)),by=Year]
# Finding out the most important disciplines:
imp_disc <- cit_disc[Discipline_cited != the_disc, list(highest_prop = max(Proportion)),
by=Discipline_cited][order(-highest_prop)][
1:n_disc, Discipline_cited]
dt_p <- cit_disc[Discipline_cited %in% imp_disc, list(Year, Discipline_cited, Proportion)]
#Adding a all_others column for plotting purposes
dt_p$all_others <- c("Cited Disciplines")
#Agregating all other cited discipline and dividing it in Other SSH and Other NSE
dt_p_all_others <- cit_disc[!Discipline_cited %in% c(imp_disc,the_disc) &
EGrande_Discipline == SSH,
list(Discipline_cited=the_varia_SSH,
Proportion= sum(Proportion)),by=Year]
dt_p_all_others <- rbind(dt_p_all_others,
cit_disc[!Discipline_cited %in% c(imp_disc,the_disc) &
EGrande_Discipline == NSE,
list(Discipline_cited=the_varia_NSE,
Proportion= sum(Proportion)),by=Year])
dt_p_all_others[, all_others := Discipline_cited]
#Merging important discipline with all others
dt_p <-(rbind(dt_p, dt_p_all_others))
#Colors for every disciplines.
colors_others <- c("Earth and Space" = alpha("brown", 0.7),
"Sociology" = "#FF0000",
"Mathematics" = alpha("darkgreen", 0.6),
"Biomedical Research" = alpha("#00e5e5", 0.7),
"Management" = "purple",
"Biology" = alpha("green", 0.7),
"Other Engineering \n and Technology" = alpha("#E59400", 0.7))
#Linetypes for every disciplines.
linetypes_others <- c("Earth and Space" = "solid",
"Sociology" = "dotted",
"Mathematics" = "solid",
"Biomedical Research" = "solid",
"Management" = "dotdash",
"Biology" = "solid",
"Other Engineering \n and Technology" = "solid")
#Ordering for plotting purposes
order_disc <- unique(dt_p[, Prop := predict(loess(Proportion~Year), Year),
by = Discipline_cited][Year == 2018,][
order(-Prop),Discipline_cited])
dt_p$Discipline_cited <- factor(dt_p$Discipline_cited, levels = order_disc)
ggplot(dt_p[all_others == "Cited Disciplines"]) +
geom_smooth(se=F,method = 'loess',aes(x=Year, y=Proportion,col = Discipline_cited,
linetype = Discipline_cited)) +
scale_color_manual(name = "Disciplines", values = colors_others) +
scale_linetype_manual(name = "Disciplines", values = linetypes_others) +
guides(linetype=guide_legend(keywidth = 1.5, keyheight = 1,byrow=TRUE),
color=guide_legend(keywidth = 1.5, keyheight = 1,byrow=TRUE)) +
new_scale_linetype() + # geoms below can use another linetype scale!
geom_smooth(dt_p[all_others != "Cited Disciplines"],
mapping = aes(x=Year, y = Proportion,#, group = Discipline_for_plot
linetype = all_others),
color = "gray",
se=F, method = 'loess') +
scale_linetype_manual(name="Other Disciplines",
values = c("Others NSE" = "longdash",
"Others SSH" = "dashed")) +
#theme(legend.box = "horizontal") +
ylab("COC (citations outside category)") + theme_minimal() +
theme(legend.position="bottom", legend.box = "vertical") +
theme(axis.text=element_text(size=13),
axis.title=element_text(size=14),
legend.text=element_text(size=13),
legend.title=element_text(size=14)
) +
annotate( "text",x=max(dt_p$Year),y=-Inf,hjust=.95,vjust=-0.5,
label="Curves smoothed by local polynomial regression",
size=4,color="darkgrey" ) </code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'
## `geom_smooth()` using formula = 'y ~ x'</code></pre>
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" width="100%" /></p>
<pre class="r"><code>ggsave( paste0("figures/", "fig11.png"), width = 16, height = 9, bg = "white",
scale = .7)</code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'
## `geom_smooth()` using formula = 'y ~ x'</code></pre>
<pre class="r"><code>rm(dt_citing_cited); rm(citing_cited_disc)</code></pre>
<p>Information about mathematics:</p>
<ul>
<li><p>Highest share of 0.15 occurred in year 1952.</p></li>
<li><p>Lowest point is at 0.02 in year 2019.</p></li>
</ul>
<p>Information about management:</p>
<ul>
<li><p>Highest share of 0.145 occurred in year 2014.</p></li>
<li><p>Lowest point is at 0.005 in year 1950.</p></li>
<li><p>In the last five years of our period (2014 to 2018), the average
proportion of the extradisciplinary citations that go to management is
0.331 (i.e., 0.141 to 0.428)</p></li>
</ul>
<p>And here are the data in a table</p>
<pre class="r"><code>dt_p[all_others == "Cited Disciplines"][order(Discipline_cited, Year),
list(Discipline_cited, Year,Proportion)]</code></pre>
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<script data-pagedtable-source type="application/json">
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Research","2":"2019","3":"0.0370813934"},{"1":"Mathematics","2":"1950","3":"0.0922693267"},{"1":"Mathematics","2":"1951","3":"0.0836012862"},{"1":"Mathematics","2":"1952","3":"0.1503957784"},{"1":"Mathematics","2":"1953","3":"0.1283783784"},{"1":"Mathematics","2":"1954","3":"0.0689655172"},{"1":"Mathematics","2":"1955","3":"0.0639032815"},{"1":"Mathematics","2":"1956","3":"0.0375180375"},{"1":"Mathematics","2":"1957","3":"0.0573099415"},{"1":"Mathematics","2":"1958","3":"0.0545454545"},{"1":"Mathematics","2":"1959","3":"0.0525114155"},{"1":"Mathematics","2":"1960","3":"0.0560420315"},{"1":"Mathematics","2":"1961","3":"0.0575736806"},{"1":"Mathematics","2":"1962","3":"0.0597117364"},{"1":"Mathematics","2":"1963","3":"0.0510529675"},{"1":"Mathematics","2":"1964","3":"0.0561724363"},{"1":"Mathematics","2":"1965","3":"0.0623936472"},{"1":"Mathematics","2":"1966","3":"0.0578796562"},{"1":"Mathematics","2":"1967","3":"0.0339786646"},{"1":"Mathematics","2":"1968","3":"0.0479770856"},{"1":"Mathematics","2":"1969","3":"0.0383059719"},{"1":"Mathematics","2":"1970","3":"0.0552365868"},{"1":"Mathematics","2":"1971","3":"0.0437616387"},{"1":"Mathematics","2":"1972","3":"0.0427139553"},{"1":"Mathematics","2":"1973","3":"0.0449623029"},{"1":"Mathematics","2":"1974","3":"0.0432414028"},{"1":"Mathematics","2":"1975","3":"0.0384287843"},{"1":"Mathematics","2":"1976","3":"0.0442807482"},{"1":"Mathematics","2":"1977","3":"0.0443882245"},{"1":"Mathematics","2":"1978","3":"0.0469311485"},{"1":"Mathematics","2":"1979","3":"0.0382951243"},{"1":"Mathematics","2":"1980","3":"0.0522128294"},{"1":"Mathematics","2":"1981","3":"0.0419896641"},{"1":"Mathematics","2":"1982","3":"0.0484521553"},{"1":"Mathematics","2":"1983","3":"0.0468743501"},{"1":"Mathematics","2":"1984","3":"0.0483877510"},{"1":"Mathematics","2":"1985","3":"0.0581498701"},{"1":"Mathematics","2":"1986","3":"0.0404098863"},{"1":"Mathematics","2":"1987","3":"0.0427203932"},{"1":"Mathematics","2":"1988","3":"0.0476261615"},{"1":"Mathematics","2":"1989","3":"0.0416606851"},{"1":"Mathematics","2":"1990","3":"0.0395165282"},{"1":"Mathematics","2":"1991","3":"0.0467747224"},{"1":"Mathematics","2":"1992","3":"0.0550398024"},{"1":"Mathematics","2":"1993","3":"0.0375343107"},{"1":"Mathematics","2":"1994","3":"0.0373679255"},{"1":"Mathematics","2":"1995","3":"0.0347625857"},{"1":"Mathematics","2":"1996","3":"0.0429451930"},{"1":"Mathematics","2":"1997","3":"0.0431076712"},{"1":"Mathematics","2":"1998","3":"0.0371694508"},{"1":"Mathematics","2":"1999","3":"0.0349218715"},{"1":"Mathematics","2":"2000","3":"0.0392731784"},{"1":"Mathematics","2":"2001","3":"0.0344658131"},{"1":"Mathematics","2":"2002","3":"0.0385707247"},{"1":"Mathematics","2":"2003","3":"0.0346322816"},{"1":"Mathematics","2":"2004","3":"0.0353377152"},{"1":"Mathematics","2":"2005","3":"0.0325767149"},{"1":"Mathematics","2":"2006","3":"0.0317344657"},{"1":"Mathematics","2":"2007","3":"0.0314624225"},{"1":"Mathematics","2":"2008","3":"0.0306041715"},{"1":"Mathematics","2":"2009","3":"0.0269597191"},{"1":"Mathematics","2":"2010","3":"0.0277399463"},{"1":"Mathematics","2":"2011","3":"0.0265894886"},{"1":"Mathematics","2":"2012","3":"0.0262337499"},{"1":"Mathematics","2":"2013","3":"0.0245718333"},{"1":"Mathematics","2":"2014","3":"0.0248308712"},{"1":"Mathematics","2":"2015","3":"0.0266468853"},{"1":"Mathematics","2":"2016","3":"0.0253730336"},{"1":"Mathematics","2":"2017","3":"0.0236734472"},{"1":"Mathematics","2":"2018","3":"0.0215935760"},{"1":"Mathematics","2":"2019","3":"0.0190721418"},{"1":"Sociology","2":"1950","3":"0.0024937656"},{"1":"Sociology","2":"1951","3":"0.0192926045"},{"1":"Sociology","2":"1952","3":"0.0184696570"},{"1":"Sociology","2":"1953","3":"0.0090090090"},{"1":"Sociology","2":"1954","3":"0.0202839757"},{"1":"Sociology","2":"1955","3":"0.0293609672"},{"1":"Sociology","2":"1956","3":"0.0432900433"},{"1":"Sociology","2":"1957","3":"0.0374269006"},{"1":"Sociology","2":"1958","3":"0.0278787879"},{"1":"Sociology","2":"1959","3":"0.0331050228"},{"1":"Sociology","2":"1960","3":"0.0201401051"},{"1":"Sociology","2":"1961","3":"0.0260452365"},{"1":"Sociology","2":"1962","3":"0.0185312286"},{"1":"Sociology","2":"1963","3":"0.0178685386"},{"1":"Sociology","2":"1964","3":"0.0391900718"},{"1":"Sociology","2":"1965","3":"0.0175836642"},{"1":"Sociology","2":"1966","3":"0.0286532951"},{"1":"Sociology","2":"1967","3":"0.0280521533"},{"1":"Sociology","2":"1968","3":"0.0318653777"},{"1":"Sociology","2":"1969","3":"0.0130858910"},{"1":"Sociology","2":"1970","3":"0.0190061374"},{"1":"Sociology","2":"1971","3":"0.0145251397"},{"1":"Sociology","2":"1972","3":"0.0104857363"},{"1":"Sociology","2":"1973","3":"0.0145305003"},{"1":"Sociology","2":"1974","3":"0.0140733174"},{"1":"Sociology","2":"1975","3":"0.0180966574"},{"1":"Sociology","2":"1976","3":"0.0115047178"},{"1":"Sociology","2":"1977","3":"0.0083563324"},{"1":"Sociology","2":"1978","3":"0.0079057065"},{"1":"Sociology","2":"1979","3":"0.0083306426"},{"1":"Sociology","2":"1980","3":"0.0085087574"},{"1":"Sociology","2":"1981","3":"0.0064061154"},{"1":"Sociology","2":"1982","3":"0.0089906206"},{"1":"Sociology","2":"1983","3":"0.0063635986"},{"1":"Sociology","2":"1984","3":"0.0063273170"},{"1":"Sociology","2":"1985","3":"0.0073499248"},{"1":"Sociology","2":"1986","3":"0.0057874311"},{"1":"Sociology","2":"1987","3":"0.0057564194"},{"1":"Sociology","2":"1988","3":"0.0059458006"},{"1":"Sociology","2":"1989","3":"0.0053116656"},{"1":"Sociology","2":"1990","3":"0.0036989763"},{"1":"Sociology","2":"1991","3":"0.0041692041"},{"1":"Sociology","2":"1992","3":"0.0066374121"},{"1":"Sociology","2":"1993","3":"0.0065961657"},{"1":"Sociology","2":"1994","3":"0.0073229417"},{"1":"Sociology","2":"1995","3":"0.0077621585"},{"1":"Sociology","2":"1996","3":"0.0066951307"},{"1":"Sociology","2":"1997","3":"0.0078540871"},{"1":"Sociology","2":"1998","3":"0.0091844912"},{"1":"Sociology","2":"1999","3":"0.0090937692"},{"1":"Sociology","2":"2000","3":"0.0074571110"},{"1":"Sociology","2":"2001","3":"0.0077033417"},{"1":"Sociology","2":"2002","3":"0.0085869132"},{"1":"Sociology","2":"2003","3":"0.0087293889"},{"1":"Sociology","2":"2004","3":"0.0091954511"},{"1":"Sociology","2":"2005","3":"0.0078523678"},{"1":"Sociology","2":"2006","3":"0.0076970108"},{"1":"Sociology","2":"2007","3":"0.0082853321"},{"1":"Sociology","2":"2008","3":"0.0075191767"},{"1":"Sociology","2":"2009","3":"0.0082427107"},{"1":"Sociology","2":"2010","3":"0.0076348069"},{"1":"Sociology","2":"2011","3":"0.0087427395"},{"1":"Sociology","2":"2012","3":"0.0090770239"},{"1":"Sociology","2":"2013","3":"0.0086174632"},{"1":"Sociology","2":"2014","3":"0.0084663125"},{"1":"Sociology","2":"2015","3":"0.0082409463"},{"1":"Sociology","2":"2016","3":"0.0089122949"},{"1":"Sociology","2":"2017","3":"0.0089383626"},{"1":"Sociology","2":"2018","3":"0.0093229869"},{"1":"Sociology","2":"2019","3":"0.0078219734"}],"options":{"columns":{"min":{},"max":[10]},"rows":{"min":[10],"max":[10]},"pages":{}}}
</script>
</div>
<div id="weighed-citations-1" class="section level3" number="5.2.1">
<h3><span class="header-section-number">5.2.1</span> Weighed
citations</h3>
<p>It is possible to produce the same figure but weighing citations
based on the journal where they originate.</p>
<pre class="r"><code>the_disc <- "Economics"
the_varia_SSH <- "Others SSH"
the_varia_NSE <- "Others NSE"
SSH <- "Social Sciences and Humanities"
NSE <- "Natural Sciences and Engineering"
dt_citing_cited_journals <- readRDS(paste0(path_to_project_data,
"dt_citing_cited_journals.rds"))
load(paste0(path_to_project_data, "journal_impact_per_window.RData"))
setnames(dt_citing_cited_journals, "Year", "citing_Year")
# Focus on econ
cit_disc <- dt_citing_cited_journals[Discipline_citing == the_disc &
!is.na(Discipline_cited),
list(citing_code_revue, Discipline_citing,
Discipline_cited,
citing_Year, N )][
,list(Nb_cited =sum(N)),
by = list(citing_code_revue,
Discipline_cited,
citing_Year) ]
# Getting the weights in there.
cit_disc <- merge(cit_disc,
journal_impact_per_window[
,list(journal_ID,citing_Year,
Journal_weight_in_disc =impact_weight )],
by.x = c("citing_code_revue", "citing_Year"),
by.y = c("journal_ID", "citing_Year"))
## Calculating proportions of extradisciplinary citations
#Proportion of extradisciplinary citations to various disciplines:
setkey(cit_disc,citing_Year)
cit_disc[,tot_weighted_cit:= sum(Nb_cited*Journal_weight_in_disc),by=citing_Year]
cit_disc <- cit_disc[, list( Proportion = sum(Nb_cited*Journal_weight_in_disc)/
unique(tot_weighted_cit)
), by =.(Discipline_cited, citing_Year)]
setnames(cit_disc,"citing_Year","Year")
# Merging with discipline info to get EGrande_Disc
cit_disc <- merge(cit_disc,
unique(discipline_info[,list(EGrande_Discipline,
Discipline_cited = discipline)]),
by= "Discipline_cited", all.x=T)
# Finding out the most important disciplines:
imp_disc <- cit_disc[Discipline_cited != the_disc, list(highest_prop = max(Proportion)),
by=Discipline_cited][order(-highest_prop)][
1:n_disc, Discipline_cited]
dt_p <- cit_disc[Discipline_cited %in% imp_disc, list(Year, Discipline_cited, Proportion)]
#Adding a all_others column for plotting purposes
dt_p$all_others <- c("Cited Disciplines")
#Agregating all other cited discipline and dividing it in Other SSH and Other NSE
dt_p_all_others <- cit_disc[!Discipline_cited %in% c(imp_disc,the_disc) &
EGrande_Discipline == SSH,
list(Discipline_cited=the_varia_SSH,
Proportion= sum(Proportion)),by=Year]
dt_p_all_others <- rbind(dt_p_all_others,
cit_disc[!Discipline_cited %in% c(imp_disc,the_disc) &
EGrande_Discipline == NSE,
list(Discipline_cited=the_varia_NSE,
Proportion= sum(Proportion)),by=Year])
dt_p_all_others[, all_others := Discipline_cited]
#Merging important discipline with all others
dt_p <-(rbind(dt_p, dt_p_all_others))
#Colors for every disciplines.
colors_others <- c("Biomedical Research" = alpha("#00e5e5", 0.7),
"Earth and Space" = alpha("brown", 0.7),
"Geography" = alpha("#BABA45", 0.5),
# "Law" = alpha("#C8A2C8", 0.5),
"Other Social Sciences" = alpha("#E59400", 0.5),
"Management" = "purple",
"Mathematics" = alpha("darkgreen", 0.6),
"Other Engineering \n and Technology" = alpha("#E59400", 0.7)#,
# "Psychology" = "#0000FF"
)
#Linetypes for every disciplines.
linetypes_others <- c("Biomedical Research" = "solid",
"Earth and Space" = "solid",
"Geography" = "solid",
# "Law" = "longdash",
"Other Social Sciences" = "dotdash",
"Management" = "dotdash",
"Mathematics" = "solid",
"Other Engineering \n and Technology" = "solid"#,
# "Psychology" = "longdash"
)
#Ordering for plotting purposes
order_disc <- unique(dt_p[, Prop := predict(loess(Proportion~Year), Year),
by = Discipline_cited][Year == 2018,][
order(-Prop),Discipline_cited])
dt_p$Discipline_cited <- factor(dt_p$Discipline_cited, levels = order_disc)
ggplot(dt_p[all_others == "Cited Disciplines"]) +
geom_smooth(se=F,method = 'loess',
aes(x=Year, y=Proportion,col = Discipline_cited,
linetype = Discipline_cited)) +
scale_color_manual(name = "Disciplines", values = colors_others) +
scale_linetype_manual(name = "Disciplines", values = linetypes_others) +
guides(linetype=guide_legend(keywidth = 1.5, keyheight = 1,byrow=TRUE),
color=guide_legend(keywidth = 1.5, keyheight = 1,byrow=TRUE)) +
new_scale_linetype() + # geoms below can use another linetype scale!
geom_smooth(dt_p[all_others != "Cited Disciplines"],
mapping = aes(x=Year, y = Proportion,#, group = Discipline_for_plot
linetype = all_others),
color = "gray",
se=F, method = 'loess') +
scale_linetype_manual(name="Other Disciplines",
values = c("Others NSE" = "longdash",
"Others SSH" = "dashed")) +
#theme(legend.box = "horizontal") +
ylab("COC (citations outside category)") + theme_minimal() +
theme(legend.position="bottom", legend.box = "vertical") +
theme(axis.text=element_text(size=10),
axis.title=element_text(size=12#,face="bold
)) +
annotate( "text",x=max(dt_p$Year),y=-Inf,hjust=.95,vjust=-0.5,
label="Curves smoothed by local polynomial regression",
size=4,color="darkgrey" ) </code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'
## `geom_smooth()` using formula = 'y ~ x'</code></pre>
<p><img 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width="672" /></p>
<pre class="r"><code>rm(dt_citing_cited); rm(citing_cited_disc)</code></pre>
<pre><code>## Warning in rm(dt_citing_cited): object 'dt_citing_cited' not found</code></pre>
<pre><code>## Warning in rm(citing_cited_disc): object 'citing_cited_disc' not found</code></pre>
<p>We see that the patterns are similar with weighed and unweighed
citations.</p>
</div>
<div id="a-detour-to-understand-management-better" class="section level3" number="5.2.2">
<h3><span class="header-section-number">5.2.2</span> A detour to
understand management better</h3>
<p>Since management has become so important for economics, we want to
understand a bit more its own bibliometric history. We disaggregate its
strong ties:</p>
<pre class="r"><code>the_disc <- "Management"
the_varia_SSH <- "Others SSH"
the_varia_NSE <- "Others NSE"
SSH <- "Social Sciences and Humanities"
NSE <- "Natural Sciences and Engineering"
#Data needed
dt_citing_cited <- readRDS(paste0(path_to_project_data, "dt_citing_cited_all.rds"))
dt_citing_cited <- dt_citing_cited[between(Year, 1950, 2019),]
#Summing how many citation goes from every dicipline to every other discipline per year
citing_cited_disc <- dt_citing_cited[, list(Citations =.N),
by=c("Year", "citing_discipline",
"cited_discipline")]
#Merging with dicipline_info to get cited discipline names
citing_cited_disc <- merge(citing_cited_disc,
discipline_info[,list(EGrande_Discipline,
Code_Discipline,
Discipline_cited = discipline)],
by.x="cited_discipline", by.y="Code_Discipline", all.x=T)
#Merging with dicipline_info to get citing discipline names
citing_cited_disc <- merge(citing_cited_disc,
discipline_info[,list(Code_Discipline,
Discipline_citing = discipline)],
by.x="citing_discipline", by.y="Code_Discipline", all.x=T)
#Getting references for Economics only
cit_disc <- citing_cited_disc[Discipline_citing == the_disc & !is.na(cited_discipline)]
#Summing citations per dicipline cited
cit_disc <- cit_disc[,list(Citations= sum(Citations)),
by=list(Year,Discipline_citing,Discipline_cited,
EGrande_Discipline)]
setkey(cit_disc,Year)
#Calculating proportion and taking relevant columns
cit_disc <- cit_disc[, list(EGrande_Discipline, Discipline_cited,
Proportion = Citations/sum(Citations)),by=Year]
# Finding out the most important disciplines:
imp_disc <- cit_disc[Discipline_cited != the_disc, list(highest_prop = max(Proportion)),
by=Discipline_cited][
order(-highest_prop)][1:n_disc, Discipline_cited]
dt_p <- cit_disc[Discipline_cited %in% imp_disc, list(Year, Discipline_cited,
Proportion)]
#Adding a all_others column for plotting purposes
dt_p$all_others <- c("Cited Disciplines")
#Agregating all other cited discipline and dividing it in Other SSH and Other NSE
dt_p_all_others <- cit_disc[!Discipline_cited %in% c(imp_disc,the_disc) &
EGrande_Discipline == SSH,
list(Discipline_cited = the_varia_SSH,
Proportion = sum(Proportion)), by = Year]
dt_p_all_others <- rbind(dt_p_all_others,
cit_disc[!Discipline_cited %in% c(imp_disc,the_disc) &
EGrande_Discipline == NSE,
list(Discipline_cited = the_varia_NSE,
Proportion = sum(Proportion)),by = Year])
dt_p_all_others[, all_others := Discipline_cited]
#Merging important discipline with all others
dt_p <-(rbind(dt_p, dt_p_all_others))
#Colors for every disciplines.
colors_others <- c("Mathematics" = alpha("darkgreen", 0.6),
"Psychology" = "#0000FF",
"Other Social Sciences" = alpha("#E59400", 0.5),
"Economics" = "black",
"Sociology" = "#FF0000",
"Computers & \n Operations Research" = alpha("#00e5e5", 0.7),
"Education" = "#e75480"
)
# Linetypes for every disciplines.
# Linetypes for every disciplines. We used Angrist's linetype
# and added dotdash for Management
linetypes_others <- c("Mathematics" = "solid",
"Psychology" = "longdash",
"Other Social Sciences" = "dotdash",
"Economics" = "solid",
"Sociology" = "dotted",
"Computers & \n Operations Research" = "dashed",
"Education" = "dotdash"
)
#Ordering for plotting purposes
order_disc <- unique(dt_p[, Prop := predict(loess(Proportion~Year), Year),
by = Discipline_cited][Year == 2018,][
order(-Prop),Discipline_cited])
dt_p$Discipline_cited <- factor(dt_p$Discipline_cited, levels = order_disc)
ggplot(dt_p[all_others == "Cited Disciplines"]) +
geom_smooth(se=F,method = 'loess',
aes(x=Year, y=Proportion,col = Discipline_cited,
linetype = Discipline_cited)) +
scale_color_manual(name = "Disciplines", values = colors_others) +
scale_linetype_manual(name = "Disciplines", values = linetypes_others) +
guides(linetype=guide_legend(keywidth = 1.5, keyheight = 1,byrow=TRUE),
color=guide_legend(keywidth = 1.5, keyheight = 1,byrow=TRUE)) +
new_scale_linetype() + # geoms below can use another linetype scale!
geom_smooth(dt_p[all_others != "Cited Disciplines"],
mapping = aes(x=Year, y = Proportion,#, group = Discipline_for_plot
linetype = all_others),
color = "gray",
se=F, method = 'loess') +
scale_linetype_manual(name="Other Disciplines",
values = c("Others NSE" = "longdash",
"Others SSH" = "dashed")) +
#theme(legend.box = "horizontal") +
ylab("COC (citations outside category)") + theme_minimal() +
theme(legend.position="bottom", legend.box = "vertical") +
theme(axis.text=element_text(size=13),
axis.title=element_text(size=14),
legend.text=element_text(size=13),
legend.title=element_text(size=14)
) +
annotate( "text",x=max(dt_p$Year),y=-Inf,hjust=.95,vjust=-0.5,
label="Curves smoothed by local polynomial regression",
size=4,color="darkgrey" ) </code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'
## `geom_smooth()` using formula = 'y ~ x'</code></pre>
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width="100%" /></p>
<pre class="r"><code>ggsave( paste0("figures/", "fig12.png"), width = 16, height = 9, bg = "white",
scale = .7)</code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'
## `geom_smooth()` using formula = 'y ~ x'</code></pre>
<pre class="r"><code>rm(dt_citing_cited); rm(citing_cited_disc)</code></pre>
<p>The link to psychology early in the period is especially strong:</p>
<ul>
<li>In the 1950s, the proportion of citations from management that go to
psychology averaged at 0.354.</li>
</ul>
<p>And the table with the data:</p>
<pre class="r"><code>dt_p[all_others == "Cited Disciplines"][
order(Discipline_cited, Year), list(Discipline_cited, Year,Proportion)]</code></pre>
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Sciences","2":"1999","3":"0.011291002"},{"1":"Other Social Sciences","2":"2000","3":"0.011288245"},{"1":"Other Social Sciences","2":"2001","3":"0.010268387"},{"1":"Other Social Sciences","2":"2002","3":"0.011515225"},{"1":"Other Social Sciences","2":"2003","3":"0.011147409"},{"1":"Other Social Sciences","2":"2004","3":"0.010767641"},{"1":"Other Social Sciences","2":"2005","3":"0.010623630"},{"1":"Other Social Sciences","2":"2006","3":"0.011020225"},{"1":"Other Social Sciences","2":"2007","3":"0.010337676"},{"1":"Other Social Sciences","2":"2008","3":"0.012009555"},{"1":"Other Social Sciences","2":"2009","3":"0.012383598"},{"1":"Other Social Sciences","2":"2010","3":"0.012736439"},{"1":"Other Social Sciences","2":"2011","3":"0.012173933"},{"1":"Other Social Sciences","2":"2012","3":"0.013150617"},{"1":"Other Social Sciences","2":"2013","3":"0.014171122"},{"1":"Other Social Sciences","2":"2014","3":"0.014300797"},{"1":"Other Social Sciences","2":"2015","3":"0.014805517"},{"1":"Other Social Sciences","2":"2016","3":"0.014443330"},{"1":"Other Social Sciences","2":"2017","3":"0.015698592"},{"1":"Other Social Sciences","2":"2018","3":"0.016453515"},{"1":"Other Social Sciences","2":"2019","3":"0.016660653"},{"1":"Education","2":"1950","3":"0.045000000"},{"1":"Education","2":"1951","3":"0.033766234"},{"1":"Education","2":"1952","3":"0.072948328"},{"1":"Education","2":"1953","3":"0.048732943"},{"1":"Education","2":"1954","3":"0.033073930"},{"1":"Education","2":"1955","3":"0.035416667"},{"1":"Education","2":"1956","3":"0.024258760"},{"1":"Education","2":"1957","3":"0.018469657"},{"1":"Education","2":"1958","3":"0.026560425"},{"1":"Education","2":"1959","3":"0.010426540"},{"1":"Education","2":"1960","3":"0.010460251"},{"1":"Education","2":"1961","3":"0.010232558"},{"1":"Education","2":"1962","3":"0.013417522"},{"1":"Education","2":"1963","3":"0.011053795"},{"1":"Education","2":"1964","3":"0.014344262"},{"1":"Education","2":"1965","3":"0.017811705"},{"1":"Education","2":"1966","3":"0.018316832"},{"1":"Education","2":"1967","3":"0.021952176"},{"1":"Education","2":"1968","3":"0.017817982"},{"1":"Education","2":"1969","3":"0.009791291"},{"1":"Education","2":"1970","3":"0.009706596"},{"1":"Education","2":"1971","3":"0.022342208"},{"1":"Education","2":"1972","3":"0.013606676"},{"1":"Education","2":"1973","3":"0.014910859"},{"1":"Education","2":"1974","3":"0.010547214"},{"1":"Education","2":"1975","3":"0.009627507"},{"1":"Education","2":"1976","3":"0.011738670"},{"1":"Education","2":"1977","3":"0.006180900"},{"1":"Education","2":"1978","3":"0.005455963"},{"1":"Education","2":"1979","3":"0.007951701"},{"1":"Education","2":"1980","3":"0.008432703"},{"1":"Education","2":"1981","3":"0.007892794"},{"1":"Education","2":"1982","3":"0.007113516"},{"1":"Education","2":"1983","3":"0.006649396"},{"1":"Education","2":"1984","3":"0.006167335"},{"1":"Education","2":"1985","3":"0.006788405"},{"1":"Education","2":"1986","3":"0.004824368"},{"1":"Education","2":"1987","3":"0.005926432"},{"1":"Education","2":"1988","3":"0.004843160"},{"1":"Education","2":"1989","3":"0.005166505"},{"1":"Education","2":"1990","3":"0.004132986"},{"1":"Education","2":"1991","3":"0.003266722"},{"1":"Education","2":"1992","3":"0.005038231"},{"1":"Education","2":"1993","3":"0.004898295"},{"1":"Education","2":"1994","3":"0.003369826"},{"1":"Education","2":"1995","3":"0.003193912"},{"1":"Education","2":"1996","3":"0.003862568"},{"1":"Education","2":"1997","3":"0.004220260"},{"1":"Education","2":"1998","3":"0.005020379"},{"1":"Education","2":"1999","3":"0.002792657"},{"1":"Education","2":"2000","3":"0.004134333"},{"1":"Education","2":"2001","3":"0.003382528"},{"1":"Education","2":"2002","3":"0.002867170"},{"1":"Education","2":"2003","3":"0.002944142"},{"1":"Education","2":"2004","3":"0.003086030"},{"1":"Education","2":"2005","3":"0.003119738"},{"1":"Education","2":"2006","3":"0.002482667"},{"1":"Education","2":"2007","3":"0.003327172"},{"1":"Education","2":"2008","3":"0.003627195"},{"1":"Education","2":"2009","3":"0.003564031"},{"1":"Education","2":"2010","3":"0.003795750"},{"1":"Education","2":"2011","3":"0.004149899"},{"1":"Education","2":"2012","3":"0.004231709"},{"1":"Education","2":"2013","3":"0.004038150"},{"1":"Education","2":"2014","3":"0.003963475"},{"1":"Education","2":"2015","3":"0.004090413"},{"1":"Education","2":"2016","3":"0.004226854"},{"1":"Education","2":"2017","3":"0.004430982"},{"1":"Education","2":"2018","3":"0.004377436"},{"1":"Education","2":"2019","3":"0.004711638"}],"options":{"columns":{"min":{},"max":[10]},"rows":{"min":[10],"max":[10]},"pages":{}}}
</script>
</div>
<p>One issue with the general picture drawn so far of economics becoming
more outward looking and significantly tightening its relationship with
management is that the latter is a pretty diverse field. Economics might
be getting closer to some part of Management – e.g., finance – but not
to others – e.g., human resources.</p>
<p>We thus split journals in Management between the finance journal and
“other management”. We rely on two sources to classify journals:</p>
<ol style="list-style-type: decimal">
<li><p>The journal categories of Scimago. More specifically, we
extracted the <a href="https://www.scimagojr.com/journalrank.php?area=1400&year=2018">2018
list of journals in the category ‘Business, Management and
Accounting’</a>.</p></li>
<li><p>The <a href="https://www.gate.cnrs.fr/spip.php?rubrique31">2019
“Categorization of Journals in Economics and Management” from the French
CNRS</a>.</p></li>
</ol>
<p>We carefully match the journals in this list to our own journal list
and it gives us the following set of finance journals:</p>
<pre class="r"><code># Small function to clean up title of journals to maximize matching
clean_text <- function(textvector){
textvector <- toupper(textvector)
textvector <- gsub(pattern = "&",
replacement ="AND",textvector) #changing all & for "AND"
textvector <- gsub(pattern = ",",replacement ="",textvector) # removing all commas
textvector <- gsub(pattern = "- ",replacement =" ",textvector) # removing -
textvector <- gsub(pattern = "-",replacement =" ",textvector) # removing -
textvector <- gsub(pattern = ": ",replacement =" ",textvector) # removing :
textvector <- gsub(pattern = ":",replacement =" ",textvector) # removing :
textvector <- gsub(pattern = "Ü",replacement ="U",textvector) # removing Ü
return(textvector)
}
# Loading Scimago journal list
list_j_scimago <- read.csv(
paste0(path_to_project_data,
"2020-03-09_scimagojr_2018_Business_Management_Accounting.csv"),
sep = ";") %>% data.table()
list_j_scimago <- list_j_scimago[,list(
Title = clean_text(textvector=Title),
Categories = as.character(Categories))] # removing many irrelevant columns.
setkey(list_j_scimago,Title)
# There are duplicates.
# We keep one row per title which is selected based on the line with most categories.
list_j_scimago$nb_catego <- lapply(list_j_scimago$Categories, function(x)
strsplit(x,split = ";") %>% unlist() %>% length()) %>% unlist()
list_j_scimago <- list_j_scimago[,.SD[which.max(nb_catego)][1],by=Title]
list_j_scimago$nb_catego <- NULL
# saving the number of finance journals in this list:
nb_fin_j <- data.table(source= "Scimago",
nb_fin_journals =
list_j_scimago[grepl("Finance \\(Q",Categories)] %>%
nrow() )
# Loading CNRS journal list for Finance and Insurance
list_j_CNRS_finance <- read.csv(
paste0(path_to_project_data,
"2020-03-10_CNRS_journals_finance_and_insurance.csv"),
sep=";") %>% data.table()
list_j_CNRS_finance[,Title := trimws(Title) %>% toupper() %>% clean_text()]
nb_fin_j <- rbind(nb_fin_j,
data.table(source= "CNRS",
nb_fin_journals = nrow(list_j_CNRS_finance) ))
# Fetching our list of journals
ESH <- dbConnect(MySQL(), user=usr, password=pswd, dbname='OST_Expanded_SciHum',
host='127.0.0.1')
disc_w_journal <- dbGetQuery(ESH, "SELECT Code_Revue as journal_ID, Code_Discipline,
Revue as Title
FROM OST_Expanded_SciHum.Revues;") %>%
data.table
disc_w_journal$Title <- strsplit(disc_w_journal$Title ,"\r") %>% unlist() %>%
clean_text()
# Restricting the focus to the journals in management and econ
disc_w_journal <- disc_w_journal[Code_Discipline %in% c(119,132)]
# Matching procedures ####
# For the CNRS list
# step A: perfect match
disc_w_journal[Title %in% list_j_CNRS_finance$Title, Finance:=TRUE]
# This line (commented out) checks the ranks of the journals in the CNRS list
# that don't match a journal in WoS.
#list_j_CNRS_finance[!Title %in% disc_w_journal[Finance == TRUE,Title]]
# We see that all rank #1 are identified and
# only one journal in rank #2 is not found
# (Journal "Finance" of the French Finance Association, which is indeed not on WoS)
# It thus looks good, but it is perhaps a bit too restrictive
# because the journal list is short.
# We thus also try to extract information from the Scimago list
# step B: perfect match (for Scimago)
disc_w_journal <- merge(disc_w_journal, list_j_scimago,by="Title",
all.x = TRUE,all.y = FALSE)
#removing those from list of journals:
#list_j_scimago <- list_j_scimago[!Title %in% disc_w_journal$Title]
# step C: searching for 'financ', "bank", "credit" in remaining journal names
disc_w_journal[is.na(Categories) & is.na(Finance) & grepl("FINAN",Title),
Categories:="Finance"]
#disc_w_journal[is.na(Categories) & is.na(Finance) & grepl("BANK",Title),
# Categories:="Finance"]
disc_w_journal[is.na(Categories) & is.na(Finance) & grepl("RISK",Title),
Categories:="Finance"]
# manually going through the remaining journal names, it seems to be fine now.
# step D: partial match using fuzzyjoin
# (NOT USED IN THE END because there are false matches and the steps above work well)
# if(!require(fuzzyjoin)){ install.packages("fuzzyjoin"); library(fuzzyjoin) }
# J_partial_match <- stringdist_inner_join(disc_w_journal[is.na(Categories) &
# Code_Discipline == 132],
# list_j_scimago, by="Title")
# J_partial_match[,list(Title.x,Title.y)]
# disc_w_journal <- merge(disc_w_journal,J_partial_match[,
# list(Title =Title.x, Categories.y)], by="Title",
# all.x = TRUE,all.y = FALSE)
# disc_w_journal[is.na(Categories), Categories := Categories.y][,Categories.y:= NULL]
## step E: Adding to the finance category journals that are detected as finance
# in (more permissive) steps B and C,
# but manually adding constraints such as not also being
# tagged as Accounting, Sports Science, etc.
# This procedure gives an extra 33 journals,
# which are manually checked for their relevance to the field of finance.
disc_w_journal[is.na(Finance) &
(grepl("Finance \\(Q",Categories) | Categories == "Finance") &
(!grepl("Accounting \\(Q1",Categories)) &
(!grepl("Sports Science \\(Q",Categories)) &
(!grepl("Management \\(Q",Categories)) &
(!grepl("PUBLIC FINANCE",Title)), Finance := TRUE]
# Adding a journal manually because it fits, but is not selected by above method.
disc_w_journal[Title == "FINANCIAL ANALYSTS JOURNAL", Finance := TRUE]
disc_w_journal[is.na(Finance), Finance := FALSE]
# Saving the journal ids in the finance category
# (either in discipline economics or management)
disc_w_journal[Finance ==TRUE,list(Code_Discipline,journal_ID)] %>%
write.csv(file = paste0(path_to_project_data, "finance_journals.csv"),
row.names = FALSE)
# The final list of journals in management that are put in the Finance category:
disc_w_journal[Finance ==TRUE & Code_Discipline ==132,list(Title)]</code></pre>
<div data-pagedtable="false">
<script data-pagedtable-source type="application/json">
{"columns":[{"label":["Title"],"name":[1],"type":["chr"],"align":["left"]}],"data":[{"1":"ABACUS A JOURNAL OF ACCOUNTING FINANCE AND BUSINESS STUDIES"},{"1":"ACCOUNTING AND FINANCE"},{"1":"ASIA PACIFIC JOURNAL OF FINANCIAL STUDIES"},{"1":"CFO THE MAGAZINE FOR SENIOR FINANCIAL EXECUTIVES"},{"1":"COMPTABILITE CONTROLE AUDIT"},{"1":"CORPORATE GOVERNANCE AN INTERNATIONAL REVIEW"},{"1":"EUROPEAN FINANCIAL MANAGEMENT"},{"1":"EUROPEAN JOURNAL OF FINANCE"},{"1":"FAMILY BUSINESS REVIEW"},{"1":"FINANCE A UVER CZECH JOURNAL OF ECONOMICS AND FINANCE"},{"1":"FINANCE AND DEVELOPMENT"},{"1":"FINANCE AND STOCHASTICS"},{"1":"FINANCE AND TRADE REVIEW"},{"1":"FINANCE RESEARCH LETTERS"},{"1":"FINANCIAL ANALYSTS JOURNAL"},{"1":"FINANCIAL EXECUTIVE"},{"1":"FINANCIAL MANAGEMENT"},{"1":"FINANZARCHIV"},{"1":"INSURANCE MATHEMATICS AND ECONOMICS"},{"1":"INTERNATIONAL JOURNAL OF FINANCE AND ECONOMICS"},{"1":"INTERNATIONAL JOURNAL OF HEALTH CARE FINANCE AND ECONOMICS"},{"1":"INTERNATIONAL REVIEW OF FINANCE"},{"1":"INTERNATIONAL REVIEW OF FINANCIAL ANALYSIS"},{"1":"INVESTMENT ANALYSTS JOURNAL"},{"1":"JASSA THE FINSIA JOURNAL OF APPLIED FINANCE"},{"1":"JOURNAL OF BANKING AND FINANCE"},{"1":"JOURNAL OF BEHAVIORAL FINANCE"},{"1":"JOURNAL OF BUSINESS FINANCE"},{"1":"JOURNAL OF COMPUTATIONAL FINANCE"},{"1":"JOURNAL OF CORPORATE FINANCE"},{"1":"JOURNAL OF CREDIT RISK"},{"1":"JOURNAL OF DERIVATIVES"},{"1":"JOURNAL OF FINANCE"},{"1":"JOURNAL OF FINANCIAL AND QUANTITATIVE ANALYSIS"},{"1":"JOURNAL OF FINANCIAL ECONOMICS"},{"1":"JOURNAL OF FINANCIAL INTERMEDIATION"},{"1":"JOURNAL OF FINANCIAL MARKETS"},{"1":"JOURNAL OF FINANCIAL RESEARCH"},{"1":"JOURNAL OF FINANCIAL SERVICES RESEARCH"},{"1":"JOURNAL OF FUTURES MARKETS"},{"1":"JOURNAL OF INTERNATIONAL FINANCIAL MANAGEMENT AND ACCOUNTING"},{"1":"JOURNAL OF PORTFOLIO MANAGEMENT"},{"1":"JOURNAL OF RISK AND INSURANCE"},{"1":"JOURNAL OF RISK MODEL VALIDATION"},{"1":"MANAGERIAL FINANCE"},{"1":"MATHEMATICAL FINANCE"},{"1":"MATHEMATICS AND FINANCIAL ECONOMICS"},{"1":"PACIFIC BASIN FINANCE JOURNAL"},{"1":"PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART O JOURNAL OF RISK AND RELIABILITY"},{"1":"QUANTITATIVE FINANCE"},{"1":"QUARTERLY REVIEW OF ECONOMICS AND FINANCE"},{"1":"REVIEW OF DERIVATIVES RESEARCH"},{"1":"REVIEW OF FINANCIAL STUDIES"},{"1":"REVISTA ESPANOLA DE FINANCIACION Y CONTABILIDAD SPANISH JOURNAL OF FINANCE AND ACCOUNTING"},{"1":"SIAM JOURNAL ON FINANCIAL MATHEMATICS"},{"1":"SPANISH JOURNAL OF FINANCE AND ACCOUNTING REVISTA ESPANOLA DE FINANCIACION Y CONTABILIDA"},{"1":"UNIVERSIA BUSINESS REVIEW"}],"options":{"columns":{"min":{},"max":[10]},"rows":{"min":[10],"max":[10]},"pages":{}}}
</script>
</div>
<pre class="r"><code>rm(disc_w_journal,list_j_CNRS_finance,list_j_scimago)</code></pre>
<p>Angrist and colleagues had a list of finance journals. We load it and
compare it to our list. First, we identify the journals that are in our
list for finance and are also in Angrist’s list:</p>
<pre class="r"><code> # loading files
load(paste0(path_to_project_data, "dt_angrist_journals.RData" ))
finance_journals <- read.csv(
paste0(path_to_project_data, "finance_journals.csv")) %>% data.table()
dt_angrist_journals[Code_Revue %in% finance_journals$journal_ID,
list(Code_Revue, Code_Discipline, Revue,
angrist_disc)]</code></pre>
<div data-pagedtable="false">
<script data-pagedtable-source type="application/json">
{"columns":[{"label":["Code_Revue"],"name":[1],"type":["int"],"align":["right"]},{"label":["Code_Discipline"],"name":[2],"type":["int"],"align":["right"]},{"label":["Revue"],"name":[3],"type":["chr"],"align":["left"]},{"label":["angrist_disc"],"name":[4],"type":["chr"],"align":["left"]}],"data":[{"1":"5589","2":"132","3":"FINANCIAL ANALYSTS JOURNAL","4":"Finance"},{"1":"5590","2":"132","3":"FINANCIAL MANAGEMENT","4":"Finance"},{"1":"8180","2":"132","3":"JOURNAL OF BANKING & FINANCE","4":"Finance"},{"1":"8495","2":"132","3":"JOURNAL OF CORPORATE FINANCE","4":"Finance"},{"1":"8788","2":"132","3":"JOURNAL OF FINANCE","4":"Finance"},{"1":"8789","2":"132","3":"JOURNAL OF FINANCIAL AND QUANTITATIVE ANALYSIS","4":"Finance"},{"1":"8791","2":"132","3":"JOURNAL OF FINANCIAL ECONOMICS","4":"Finance"},{"1":"8792","2":"132","3":"JOURNAL OF FINANCIAL INTERMEDIATION","4":"Finance"},{"1":"8793","2":"132","3":"JOURNAL OF FINANCIAL MARKETS","4":"Finance"},{"1":"8794","2":"132","3":"JOURNAL OF FINANCIAL RESEARCH","4":"Finance"},{"1":"8795","2":"132","3":"JOURNAL OF FINANCIAL SERVICES RESEARCH","4":"Finance"},{"1":"8845","2":"132","3":"JOURNAL OF FUTURES MARKETS","4":"Finance"},{"1":"9089","2":"119","3":"JOURNAL OF INTERNATIONAL MONEY AND FINANCE","4":"Finance"},{"1":"9680","2":"132","3":"JOURNAL OF PORTFOLIO MANAGEMENT","4":"Finance"},{"1":"9805","2":"132","3":"JOURNAL OF RISK AND INSURANCE","4":"Finance"},{"1":"9806","2":"119","3":"JOURNAL OF RISK AND UNCERTAINTY","4":"Economics"},{"1":"11065","2":"132","3":"MATHEMATICAL FINANCE","4":"Finance"},{"1":"11744","2":"119","3":"NATIONAL TAX JOURNAL","4":"Economics"},{"1":"13997","2":"119","3":"REVIEW OF FINANCE","4":"Finance"},{"1":"13998","2":"132","3":"REVIEW OF FINANCIAL STUDIES","4":"Finance"},{"1":"19155","2":"119","3":"ANNUAL REVIEW OF FINANCIAL ECONOMICS","4":"Finance"}],"options":{"columns":{"min":{},"max":[10]},"rows":{"min":[10],"max":[10]},"pages":{}}}
</script>
</div>
<pre class="r"><code>rm(dt_angrist_journals,finance_journals)</code></pre>
<p>We see that only one journal in this intersection is not identified
by them as being in Finance: ‘Journal of Risk and Uncertainty’. Given
that it falls in the code discipline of economics (119), this
discrepancy has no impact on our results.</p>
<p>The second table lists the journals that are identified as finance by
them, but not by us.</p>
<pre class="r"><code> # loading files
load(paste0(path_to_project_data, "dt_angrist_journals.RData" ))
finance_journals <- read.csv(
paste0(path_to_project_data, "finance_journals.csv")) %>% data.table()
dt_angrist_journals[angrist_disc == "Finance" &
(!Code_Revue %in% finance_journals$journal_ID),
list(Code_Revue, Code_Discipline, Revue,
angrist_disc)]</code></pre>
<div data-pagedtable="false">
<script data-pagedtable-source type="application/json">
{"columns":[{"label":["Code_Revue"],"name":[1],"type":["int"],"align":["right"]},{"label":["Code_Discipline"],"name":[2],"type":["int"],"align":["right"]},{"label":["Revue"],"name":[3],"type":["chr"],"align":["left"]},{"label":["angrist_disc"],"name":[4],"type":["chr"],"align":["left"]}],"data":[{"1":"8255","2":"132","3":"JOURNAL OF BUSINESS","4":"Finance"},{"1":"13715","2":"132","3":"QUARTERLY REVIEW OF ECONOMICS AND BUSINESS","4":"Finance"},{"1":"18232","2":"119","3":"ECONOMIC AND BUSINESS BULLETIN","4":"Finance"}],"options":{"columns":{"min":{},"max":[10]},"rows":{"min":[10],"max":[10]},"pages":{}}}
</script>
</div>
<pre class="r"><code>rm(dt_angrist_journals,finance_journals)</code></pre>
<p>There is no reason to think that their classification is better than
ours in sorting these three journals.</p>
<p>Now, we start the investigation of the interface between economics
journals, finance journals and other management journals. Which journals
in the general category “Management” are most cited by economics?</p>
<pre class="r"><code>core_SSH <- c("Psychology","Economics",
"Political Science &\nPublic Administration",
"Sociology", "Management",
"Anthropology &\n Archaeology")
dt_citing_cited <- readRDS(paste0(path_to_project_data,
"dt_citing_cited_all.rds"))
# Restricting to econ and management
d_id_e_m <- c(119,132)
dt_citing_cited <- dt_citing_cited[citing_discipline %in% d_id_e_m &
cited_discipline %in% d_id_e_m]
econ_cit_to_management <- dt_citing_cited[citing_discipline ==119 &
cited_discipline ==132,.N,
by=cited_code_revue]
# Fetching our list of journals
ESH <- dbConnect(MySQL(), user=usr, password=pswd, dbname='OST_Expanded_SciHum',
host='127.0.0.1')
disc_w_journal <- dbGetQuery(ESH,
"SELECT Code_Revue as journal_ID, Code_Discipline,
Revue as Title
FROM OST_Expanded_SciHum.Revues;") %>% data.table
disc_w_journal$Title <- strsplit(disc_w_journal$Title ,"\r") %>% unlist() %>%
clean_text()
econ_cit_to_management <- merge(econ_cit_to_management,
disc_w_journal[,list(journal_ID,Title)],
by.x="cited_code_revue", by.y= "journal_ID")
finance_journals <- read.csv(paste0(path_to_project_data,
"finance_journals.csv")) %>% data.table()
econ_cit_to_management[cited_code_revue %in% finance_journals$journal_ID,Finance:= TRUE]
econ_cit_to_management[is.na(Finance),Finance:=FALSE]
econ_cit_to_management[order(-N),list(#`Journal ID`=cited_code_revue,
Finance,citations = N, Title)]</code></pre>
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</script>
</div>
<pre class="r"><code>rm(dt_citing_cited)</code></pre>
<p>We see that the <em>Journal of Finance</em> is significantly more
cited than the others and that there are 4 finance journals in the top
5. Yet, many other management journals have high citation counts.</p>
<p>Next, we can reproduce the graphs of COC for economics.</p>
<p>The first one is simply presenting the total COC of economics if
finance is considered ‘outside’ or ‘inside’ economics.</p>
<pre class="r"><code>dt_citing_cited <- readRDS(paste0(path_to_project_data, "dt_citing_cited_all.rds"))
dt_citing_cited <- dt_citing_cited[between(Year, 1950, 2018)]
# restricting to citing journals in economics
dt_citing_cited <- dt_citing_cited[citing_discipline == 119]
# Loading the list of finance journals
finance_journals <- read.csv(paste0(path_to_project_data,
"finance_journals.csv")) %>% data.table()
# Creating a new code for discipline cited for finance
fin_disc <- data.table(Code_Discipline=200,discipline ="Finance")
disc_info <- rbind(discipline_info[,list(Code_Discipline,discipline)],fin_disc)
# relabeling finance journals with the new code discipline
dt_citing_cited[cited_code_revue %in% finance_journals[Code_Discipline ==132, journal_ID],
cited_discipline:= fin_disc$Code_Discipline]
# Naming disciplines
dt_citing_cited <- merge(dt_citing_cited,disc_info[,list(Code_Discipline, discipline)],
by.x="cited_discipline", by.y="Code_Discipline", all.x=T)
# Citations per discipline x year
setkey(dt_citing_cited, Year, discipline)
citing_cited_econ <- dt_citing_cited[!is.na(discipline), list(Citations =.N),
by=key(dt_citing_cited)]
interdisc_econ_and_fin <- rbind(
citing_cited_econ[,list(`Citing discipline`= "Economics only",
Proportion= 1- .SD[discipline == "Economics",Citations]/
sum(Citations)
),by=Year],
citing_cited_econ[,list(`Citing discipline`= "Economics with Finance",
Proportion= 1- .SD[discipline %in% c("Economics","Finance"),
sum(Citations)]/sum(Citations)
),by=Year]
)
ggplot(interdisc_econ_and_fin,aes(x= Year,y= Proportion, color = `Citing discipline`)) +
geom_smooth(se=F,method="loess") +xlab("")+ylab("COC (citations outside category)") +
ylim(0,.5) + theme_minimal()</code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'</code></pre>
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width="100%" /></p>
<pre class="r"><code>rm(dt_citing_cited,citing_cited_econ, interdisc_econ_and_fin)</code></pre>
<p>We see that the interdisciplinary turn remains important even if
finance is taken to be integrated to economics.</p>
<p>Our next and last step is to disaggregate the COC of economics as
before, but to split management into ‘Finance’ and ‘Management
(other)’.</p>
<pre class="r"><code>the_disc <- "Economics"
the_varia_SSH <- "Others SSH"
the_varia_NSE <- "Others NSE"
SSH <- "Social Sciences and Humanities"
NSE <- "Natural Sciences and Engineering"
#Data needed
dt_citing_cited <- readRDS(paste0(path_to_project_data, "dt_citing_cited_all.rds"))
dt_citing_cited <- dt_citing_cited[between(Year, 1950, 2019),]
# Loading the list of finance journals
finance_journals <- read.csv(paste0(path_to_project_data,
"finance_journals.csv")) %>% data.table()
# Creating a new code for discipline cited for finance
fin_disc <- data.table(EGrande_Discipline= SSH, Code_Discipline=200,
discipline ="Finance")
disc_info <- rbind(discipline_info[,list(EGrande_Discipline,
Code_Discipline,discipline)],fin_disc)
disc_info[Code_Discipline == 132,discipline:= "Management (other)"]
# relabeling finance journals with the new code discipline
dt_citing_cited[cited_code_revue %in%
finance_journals[Code_Discipline ==132, journal_ID],
cited_discipline:= fin_disc$Code_Discipline]
dt_citing_cited[citing_code_revue %in%
finance_journals[Code_Discipline ==132, journal_ID],
citing_discipline:= fin_disc$Code_Discipline]
#Summing how many citation goes from every dicipline to every other discipline per year
citing_cited_disc <- dt_citing_cited[, list(Citations =.N),
by=c("Year", "citing_discipline",
"cited_discipline")]
#Merging with dicipline_info to get cited discipline names
citing_cited_disc <- merge(citing_cited_disc,
disc_info[,list(EGrande_Discipline, Code_Discipline,
Discipline_cited = discipline)],
by.x="cited_discipline", by.y="Code_Discipline", all.x=T)
#Merging with dicipline_info to get citing discipline names
citing_cited_disc <- merge(citing_cited_disc,
disc_info[,list(Code_Discipline,
Discipline_citing = discipline)],
by.x="citing_discipline", by.y="Code_Discipline", all.x=T)
#Getting references for Economics only
cit_disc <- citing_cited_disc[Discipline_citing == the_disc & !is.na(cited_discipline)]
#Summing citations per dicipline cited
cit_disc <- cit_disc[,list(Citations= sum(Citations)),
by=list(Year,Discipline_citing,Discipline_cited,
EGrande_Discipline)]
setkey(cit_disc,Year)
#Calculating proportion and taking relevant columns
cit_disc <- cit_disc[, list(EGrande_Discipline, Discipline_cited,
Proportion = Citations/sum(Citations)),by=Year]
# Finding out the most important disciplines:
n_disc_now <- 8
imp_disc <- cit_disc[Discipline_cited != the_disc, list(highest_prop = max(Proportion)),
by=Discipline_cited][order(-highest_prop)][1:n_disc_now,
Discipline_cited]
dt_p <- cit_disc[Discipline_cited %in% imp_disc, list(Year, Discipline_cited,
Proportion)]
#Adding a all_others column for plotting purposes
dt_p$all_others <- c("Cited Disciplines")
#Agregating all other cited discipline and dividing it in Other SSH and Other NSE
dt_p_all_others <- cit_disc[!Discipline_cited %in% c(imp_disc,the_disc) &
EGrande_Discipline == SSH,
list(Discipline_cited=the_varia_SSH,
Proportion= sum(Proportion)),by=Year]
dt_p_all_others <- rbind(dt_p_all_others,
cit_disc[!Discipline_cited %in% c(imp_disc,the_disc) &
EGrande_Discipline == NSE,
list(Discipline_cited=the_varia_NSE,
Proportion= sum(Proportion)),by=Year])
dt_p_all_others[, all_others := Discipline_cited]
#Merging important discipline with all others
dt_p <-(rbind(dt_p, dt_p_all_others))
#Colors for every disciplines.
colors_others<- c("Earth and Space" = alpha("brown", 0.7),
"Sociology" = "#FF0000",
"Mathematics" = alpha("darkgreen", 0.6),
"Biomedical Research" = alpha("#00e5e5", 0.7),
"Management (other)" = "purple",
"Biology" = alpha("green", 0.7),
"Other Engineering \n and Technology" = alpha("#E59400", 0.7),
"Psychology" = "#0000FF",
"Finance" = "orange")
#Linetypes for every disciplines.
linetypes_others <- c("Earth and Space" = "solid",
"Sociology" = "dotted",
"Mathematics" = "solid",
"Biomedical Research" = "solid",
"Management (other)" = "dotdash",
"Biology" = "solid",
"Other Engineering \n and Technology" = "solid",
"Psychology" = "longdash",
"Finance" = "dashed")
#Ordering for plotting purposes
order_disc <- unique(dt_p[, Prop := predict(loess(Proportion~Year), Year),
by = Discipline_cited][Year == 2018,][
order(-Prop),Discipline_cited])
dt_p$Discipline_cited <- factor(dt_p$Discipline_cited, levels = order_disc)
ggplot(dt_p[all_others == "Cited Disciplines"]) +
geom_smooth(se=F,method = 'loess',aes(x=Year, y=Prop,col = Discipline_cited,
linetype = Discipline_cited)) +
scale_color_manual(name = "Disciplines", values = colors_others) +
scale_linetype_manual(name = "Disciplines", values = linetypes_others) +
guides(linetype=guide_legend(keywidth = 1.5, keyheight = 1,byrow=TRUE),
color=guide_legend(keywidth = 1.5, keyheight = 1,byrow=TRUE)) +
new_scale_linetype() + # geoms below can use another linetype scale!
geom_smooth(dt_p[all_others != "Cited Disciplines"],
mapping = aes(x=Year, y = Prop,#, group = Discipline_for_plot
linetype = all_others),
color = "gray",
se=F, method = 'loess') +
scale_linetype_manual(name="Other Disciplines",
values = c("Others NSE" = "longdash",
"Others SSH" = "dashed")) +
#theme(legend.box = "horizontal") +
ylab("COC (citations outside category)") + theme_minimal() +
theme(legend.position="bottom", legend.box = "vertical",
axis.text=element_text(size=13),
axis.title=element_text(size=14),
legend.text=element_text(size=13),
legend.title=element_text(size=14)
) +
annotate( "text",x=max(dt_p$Year),y=-Inf,hjust=.95,vjust=-0.5,
label="Curves smoothed by local polynomial regression",
ize=4,color="darkgrey" )</code></pre>
<pre><code>## Warning in annotate("text", x = max(dt_p$Year), y = -Inf, hjust = 0.95, :
## Ignoring unknown parameters: `ize`</code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'
## `geom_smooth()` using formula = 'y ~ x'</code></pre>
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VoH/1pCiMbGxpMnTwohtFptbm5uj8dMmzbNYDAIIVpbW48dOzakp3UlXKNHj+7j/GPHjnVuVFdX96cfODkngul1pyzOZ7aZ397ORDAAAABgeLFarfv37y8vL3d+FrDb7YWFhQ6HQ+m+gMDgnSlgsbGxd95556ZNm2pqalauXDljxgzXLpPJ9NFHHy1evDgxMfHuu+92jbIZsNraWudGXFxcWFhYj8cEBQW54ph+jrgZ8GldDw44ceJEH+d3ri3t/kLop7jwuCumX+FRPHTs0NbyrYr0AwAAAMD3Wlpadu3a5fy1vUt7e/vhw4eVagl+hOEB/eCFp4C5S05OfuCBBx544IGSkpL333//vffeKysrc+5qbGx88cUXX3zxxQkTJixbtuzGG2/svs5OfzQ0NDg3IiIi+jgsMjLSudHPEUADPq3rye6lpaW9fVdTU9PRo0ed284nyveTt4ZN+Z4syw6Hw1v9Lxy/MK8i7/CJU97Z1+xakx6XPiJshFdeAr7kWrHPixcJVMZmszn/y+/00CPXIFAuEvTGeZHwUwY94lYk4MiyXFtbW1tb2+MkgObmZpPJ5N1nUrtuRZh2EBBsXfJ3N5nTrtFNuNbLEUdvXLcfit+KaLXa/j+Hfqj+dDIyMh577LHHHntsz54977333po1a44cOeLcdfjw4T/84Q9/+MMf5s+fv2zZsmuuuWbEiDP4DN/V1eXccGUxPXLtdR0/RKedM2fO6tWrhRAVFRUbNmw477zzPL5FluXnn3/e9cbRz36cWltbA/odx4srQF059cqV36602C2uisVieXXTq3fMv8M18RABx2KxWCyW0x+H4aqtrU3pFuDvuEjQt6FYjBJqYrVauUj8n81mq6ur6+0NPyYmJjEx8Yx+y95/Q3RaeF3BCm1TgaapwFK70TT1IXtwlO9eWvFbkfDwcOdKNf3htaeA9WbmzJnPPvtsTU3N999/f8cddzjXQnbatm3bXXfdNXr06CuvvHLt2rX9TN9NJpNzo++hOq69ruOH6LRjxoxxLREpUBEAACAASURBVA790ksvffzxx+7PI6yurv7d7363f/9+VyWgAx0FjQgdcXHmxR7F0obSvJo8RfoBAAAAMNTa29vLysp6/IwtSVJycnJycnL/hz9AlU5s19R8+u9r4Oh3mh+u1Z3YxiXRMx+Njzp69OjBgwdLS0u7Z6gWi+Wzzz777LPPUlNTH3300Z/+9Kf9PGff4z5cOYt7HDNEp/3FL35RUVFx/Phxi8WyevXqDz74ICkpKSws7MiRI83NzUKIoKCg1NRU52y4kJCQ/jcTEhISoIGR2WyWJCk4ONiL5/zR1B8VNxRXNlW6F9cXrc9KyRoRykSwQOJwOMxmsxBCp9O5P0MQcHFeJAaDgSF+6JHFYnH+IOYiQW+cP2hcazUC7ly3Ilqt1rv3q/AiWZbr6+vr6+t7/EBkMBjS09PP6LPVGXFeJHq9nnTJz5lPigOP29wXADI3SQf/W/ejz7XaofzH7T+3IjrdGaQ6QxsAVVRUfPLJJ5988smOHTu6/7udMWNGS0tLRUWF88uqqqrbbrttx44df/vb3/r4Z+Ya3dT3UCtX0tTPN4XBnDYqKurpp59euXJlYWGhEMJisVRWVrrvve+++77//ntnABQaGtqffpzO6GC/YrPZNBpNb8tpD9jPzvnZE+ufsNr/M1jMLuwf7P3ggYse4ANAALHZbK4AyOsXCdTBarWazeaQkBDvzueHatjtduddFxcJemOz2SRJ4qcMesStiP+zWCzFxcUe6z27JCQkTJw4cUjf/123Imf06Rq+V/KiydRkc69IGrFwZWhkzND+xQXorciQ/KEUFxd/8skna9eu3bdvX/e9M2fOXLp06dKlS8ePHy/L8g8//PDGG2+sWbPGOanqlVdemTdv3vLly3s7eT+TGtde7wZAvZ12xIgRK1asyMvL27Rp06FDh1paWnQ6XXx8/Ny5cy+//PKIiIhPPvnEeWRcXFx/+kGP4iPjfzLtJx/v+di9eLjh8IZDG86ffL5SXQEAAADwlpMnTxYXF/e4UqRWq83IyIiPj/d9V/BP0+8zBEdK+54zOf5vkMDkn+pHLyC265k3/1zy8/PXrl27du3a4uLi7ntzc3OXLl26ZMmScePGuYqSJC1atGjRokWPPPLI8uXLt27dKoR47rnn+giARo0a5dzoZ1IzcuTI/jTvldPm5ubm5ub2+I2u9DolJaU//aA3F0y+4EDdgdLjpzxz7ZO9n0wePTkxOlGprgAAAAAMkizLVVVV1dXVPU77CgsLmzJlCoO24E7Siak/1yfM1235daexwhGdrplxP5N/e+WFAGjHjh3O3Md93pPL7NmznblPampqHydJT09/880309PThRCHDh2y2Wy9jbUbM2aMc6OpqclisfQ4a9fhcBw/fty53c/AZYhO69TZ2en8Ro1GM3bs2P5/I7qTJOmW+bc8sf4Jk/U/y3vbHLY3tr7x4CUPajUBM/oOAAAAgEtnZ2dhYWFvD95KTExMT09nRR70KC5be/k/w3f/tynjhmCtgbVBeuWFAMj1DCwXSZLmzJmzZMmSpUuX9j8oSUpKcm7IstzHei5xcXExMTHNzc0WiyU/P3/27NndjykqKnK+cYSGho4ePbo/rz7g01osltLSUiGETqebNGlSjyffvHmzcwTjlClTAndZH/8RFx63ZOaSd3a8416sOVnz5cEvL8u+TKmuAAAAAAzMsWPHSktLe3yAD9O+0B+6UGnuH4dqUXDV8GaAKknSvHnznnvuuerq6u3bt99///1nNEympqbGuTF37tw+VlGSJMmVzuzYsaPHY1z12bNn93NBpgGfVqfTrVix4uGHH/7tb39bX1/f4zd+9913zo358+f3pxmc1lnpZ01NmupRXH9gfVVjlRLtAAAAABig1tbW4uLiHtOf8PDw3Nxc0h/AK7wQAEmSNH/+/D//+c81NTXbtm379a9/7ZpOdUYyMjJkWZZlecuWLX0fed555zk3tm7d2tjY6LG3tbV106ZNHkf2x8BOq9FoXOv+fPjhh91Pu3HjxkOHDgkhoqOjzz+fhYq9ZtncZWH6UyYAO2THm9vedH9GGAAAAAA/FxkZ6ZoO4i45OXnmzJlD96x3YLjxQgBUW1u7devWe++9Nzk5efBn64/JkyfPmjVLCNHV1bVixQqj0eja1dra6qpkZWVNmzbN43v/9re/vfzyyy+//PLGjRu9ddqLLrrIOWdtw4YNr7/+uvNxZkIIq9W6bt26v/zlL84vb7rpJtezxjB40aHR18++3qN41Hh0Xf46RfoBAAAAMDATJkwIDw93fRkUFJSVlcWiP4B3ST2ur+7/mpqa7r//fuejtQwGw+zZs2NjYxsbG/Py8pz5S0xMzMqVK13P9nK58sornWMLL7roorvvvttbp33//ffff/9953ZISEhKSopOp6uurnatYXbJJZfcdddd3v1D8GdGo1Gj0URERAz1C72y+ZXdVbvdK5Ik3XfhfRPjJw71S2PAbDZbS0uLEMJgMLj/pAdcrFar0WiMiYnp5zReDDetra3OxfW4SNAbo9EoSVJkZKTSjcAfuW5F9Hq9D+5X0U8dHR27d+92OBwxMTGTJ0/W65V8lpPzViQ6Orq3ZxNhmAvQW5HB5qlPP/10SEhISEhIb+sfD5HY2NgnnnjC+UQtk8n0ww8/fPrpp5s3b3bGNGPGjPnjH//YPaYZutNed911V111lfMvvqurq6SkxLWCvVarveGGG+68887B/R+jZzfMviHScMq9nSzLb217y/0ZYQAAAAD8XFhYWHp6elpaWk5OjrLpD6BWg40zzWazMxwpKyszmUy+nOI0ZsyY55577vvvv9+8eXNtbW1ra2tERERycvJZZ5113nnn9fgc96E7rSRJt9566/nnn//ZZ59VV1fX1tbqdLq4uLgZM2ZccMEFPc5ohVeE6cNuXXDrCxtecB/L1tjeuHbv2hvn3KhgYwAAAADOSGJiotItAGo22Clgn3766VVXXeXcLigomDrV88FMGJ58NgXMafX21VsPb3WvSJJ097l3d39SGPwBU8BwWkwBQ98CdNw1fIkpYOgDU8BwWkwBQ98C9FZksFPAFi9e7Ap9Pvvss0H3AwzEtbnXjowY6V6RZfntHW93mDuUagkAAAAAAP8x2ABIq9WuXbvWOVTvmWee2b9/vze6As6MXqe/df6tzmexubR0tnyQ94FSLQEAAAAA4D+88FC9iRMnbtmyZd68eW1tbWedddZzzz3X2Ng4+NMCZ2TCqAnnTTrPo7ircpfHM8IAAAAAAIGi+ZBd6RbUwwsTGletWiWEuPrqqxsaGsrLy++///4HHnggLi4uMTExISEhKCioj+/95z//OfgGAKerZlxVfLS4vqXevfj+rvcnJkz0eFIYAAAAAMDPNRXY/3VV+5gLg+b9KUQfI53+G9CnwS4CLYTwmHdzRgb/6vBPPl4E2qXmZM1/f/HfdscpIXF2cvYvz/2ljztBH1gEGqfFItDoW4CuvAhfYhFo9IFFoHFaLALtD2yd8j8va2+tcgghQuM1C1aGJJ7lL38dAXor4oUpYID/SBmRcvHUiz2KB+oObCvfpkg/AAAAAIAB2PmYyZn+CCE6jzu+uaVj1+NdMhPCBsEL+dmrr746+JMA3nJ59uWF9YVVjVXuxTV5azLiM2LDYxVqCgAAAFC59vZ2nU5nMBiUbgRqUP2F9fBHllNKsug8LksBM9rGH3khALrtttsGfxLAWzSS5tb5t/7p8z9Z7VZX0WQ1vbHtjfsvvH8wMxYBAAAA9Kiurq68vDwiImL69OnccmOQOuod2x7s8iiGjdbMXxGiSD+qwRQwqNDoqNGLpy32KJYdL9twaIMi/QAAAABqZTKZ8vPzy8rKHA6H0Wisra1VuiMENtkhttzfZWk9Zb1gSSMWPhsSHEW2OCgEQFCnCydfOGHUBI/ip/s+PWo8qkg/AAAAgPo0NDTk5eU1Nze7KpWVle3t7Qq2hEB34K/mYztsHsWsX+gT5vnLCtCBa8gDIIfDMdQvAXQnSdKt82/V6/TuRavd+trm12x2z3cTAAAAAGfEZrMVFRUVFhbabKfcXTscjqKiIj4GYmAaD9gPvGDyKMZla3P+i7WlvMDLAZAsy19++eWvfvWr3NzckSNHBgUF6XS6ESNGZGdn//znP//HP/7BGwF8ZmTEyCUzl3gUa5tr1+1fp0g/AAAAgDqcPHly165dx48f73FvSEgIn/swALZOefN/dTpO/X29LlQ6a1WohtE/3uDNP8UvvvjinnvuOXz4sEe9ubm5ubm5oKDg73//+/jx4//6179ecsklXnxdoDdnpZ+VX5tfWF/oXvy66OspiVMyEjKU6goAAAAIUHa7vaqqqra2Vpbl7nu1Wu348eOTk5N93xhUYPsjXa7nvrvMfTIkMpW1a7zDa3+Ojz322KWXXto9/fFQUVFx6aWXPvHEE956XaAPzolgkSGR7kVZll/f+nqHuUOprgAAAIBAZDQa8/Lyampqekx/IiMjc3NzSX8wMBWfWSs+s3oUUy8NSrsySJF+VMk7I4BeffXVxx9/3PVlRkbG4sWLx44dm5qaGhQUVFlZWVFR8fnnnxcW/nsgxu9///uUlJRbbrnFK68O9CEyJPKmuTe99P1L7sWWzpZ3drxz56I7leoKAAAACCB2u72ioqKurq7HvZIkjRs3LiUlhQfAY2Daax07Hu3hue/znuK5794k9ZjdnpHm5ua0tDTnwu/jxo1bsWLF0qVLNRrPsUUOh+PDDz988MEHq6urhRCxsbHl5eVRUVGDfHX4J6PRqNFoIiIilG7k397e/vaWw1s8issXLJ87fq4i/QxzNputpaVFCGEwGMLDw5VuB/7IarUajcaYmBitVqt0L/BHra2tFotFCMFFgt4YjUZJkiIjI09/KIYf162IXq/3n/tVf2Y0Gg8dOtTZ2dnj3tDQ0MzMTJX9STpvRaKjo3U61p4ZcrJNfHFt+4m9dveipBUXrwkfNdNPf8oH6K2IF6aAvfXWW870JykpacuWLddee2339EcIodForrvuui1btiQkJAghmpqaVq9ePfhXB/rjmtxr4iPjPYrv7Xyvoa1BkX4AAAAA/2e328vKyvbt29db+pOcnJybm6uy9Ac+lr/K5JH+CCFy7jH4bfoTuLwQAP3rX/9ybjz11FOJiYl9H5ycnPzUU095fCMw1PQ6/W0Lb9NqTnkHMdvMb2590yHzhAIAAADAk9Fo3L17d11dXY+zRgwGw7Rp09LT03v89T/QTw27bQUvmz2Ko2Zps3+pV6QfdfPCv9VDhw4JIbRa7VVXXdWf45cuXeocIlVUVDT4Vwf6aWzs2MuzL/colp8o/6LgC0X6AQAAAPyTw+EoLy/vY+BPYmLi7NmzY2JifNwYVMbSKm++t0s+dfRPcIR01p9DJUb/DAEvBEANDQ1CiLi4uH6u5REeHh4fH+/6RsBnLpl6ycT4iR7F9QfWV5yoUKQfAAAAwA/V1tb29qgv58CfjIyMAFr3BH5rx6Nd7Ud6eO57eDLDyoaEF/5Y9Xq9EMJs9hy11QeTySSEMBgMg391oP8kSfrpwp+GBoe6Fx2y47Utr5msJqW6AgAAAPzKmDFjwsLCutdHjRqVm5vLwB94RdmHlsp1ns99n7AkeNxinvs+VLwQAI0aNUoI0dLSUl5e3p/jq6qqTp48KYRwjgMCfCkmNOba3Gs9io3tjR/u/lCRfgAAAAB/o9FoJk2a5P5M9+Dg4KysrClTpvBULHhLWIImJE5yr0SM1cx+jGEiQ8gLAdD8+fOdGy+88EJ/jncdtmDBgsG/OnCm5o6fm5ua61Hcenjr7qrdivQDAAAA+JvIyMgxY8Y4t0eNGjV79uy4uDhlW4LKJJ6tW/xVRPJ5/44UJa0468+hQWFS39+FwfBCAORa+/mvf/3rmjVr+j547dq1f/nLX5zbV1xxxeBfHRiAG+feGBse61F8d+e7zZ3NivQDAAAA+Jtx48bFxMRkZ2dPmTIlKIhZOfA+wwjp/FfD5j0VoguRpt9nGDmdhaWGlhcCoMWLF8+cOVMIYbfbr7vuuh//+Md5eXndD9u7d+8VV1yxZMkSm80mhMjNzb38cs9HMgG+ERIUsnz+co10yvXfael8a9tbPa51BwAAAAw3Go1m2rRpsbGevzcFvEkSE68Pvnx9+NSf89z3IeeFCZySJK1evXrhwoXNzc1CiPXr169fvz4pKSk1NXXcuHFCiKqqqqqqqrq6Ote3xMTEvPnmm+5zSgEfS49PvzDzwq8Kv3IvFh8t/u7QdxdMvkCprgAAAABguIkaz2O/fME7K3hlZmZ+/fXX11xzTWVlpbNy5MiRI0eObN26tfvBY8eO/eijjzIzM73y0sCA/WTaT0qOlVQ1VbkXP9376aSESckxyQo1BQAAAACA93ktZps1a1Z+fv7vfve7kSNH9nZMXFzcww8/fODAgdxczyV4Ad/TarS3LbxNrztlqKHNYXt186tWu+fzCAEAAAAACFyS11c8sVgseXl527dvr6mpaW5ulmU5JiYmJSVl3rx5ubm5ej3z+oYFo9Go0WgiIiKUbuT0NpVuem/nex7F8yeff82saxTpZziw2WwtLS1CCIPBEB4ernQ78EdWq9VoNMbExGi1rAWIHrS2tlosFiEEFwl6YzQaJUmKjIxUuhH4I9etiF6vD4j7Vfie81YkOjqax96jRwF6K+L9qzk4OHjBggU84h2BYtHERQePHDxQd8C9uOHQhszRmVOTpirVFQAAAAAAXsRKS4C4ed7NkYZTfkMoy/Kb295s7WpVqiUAAAAAALyIAAgQEYaIW+bf4vFYujZT27s731WqJQAAAGAwZFk2m81KdwHAj3hhCtimTZvO6HitVhsWFhYWFhYbGxsbGzv4BoDBm5o0ddHERRtLNroX82vzfyj94eyJZyvUFAAAADAQra2thw4d0mq1M2bM8Pg1J4BhywsB0DnnnDPg742Njc3MzLz00kuvueaa8ePHD74ZYMCWzFxScqzkqPGoe/HD3R+mjUpLik5SqisAAACg/2w2W2Vl5ZEjR5xP+6mrqxszZozSTQHwCwpPAWtqatq8efNDDz00ceLEX/3qV21tbcr2g+EsSBt0x9l3BGmD3ItWu/WVH16x2CxKdQUAAAD0U2Nj465du+rq6lzPeq6srOzq6lK2Kwxbdj5F+RntY489NshTVFdXT5s2LSoqqrq62mOXTqcLDg622WzuxcTExKuuuiopKUmv13d1dTmfnSbL8q5du7Zs2XLdddcFBQUJBDiz2SxJkl6vV7qRMxNhiAjWBRfVF7kX283trabWnDE5SnWlPg6Hw2Qyif97i1C6Hfgjh8NhNptDQkI0GtaqQw/MZrPdbhdCcJGgNwF6KwLfcL8VUc1F0tXVVVRUVF1d7Xx7dJFlubOzMyEhQanGApTzVsRgMPBTZsDqNti+W94Rl6MLS1Thn2GA3op4odE33njjySefdKU/ERER99133w8//FBdXW0ymTo7O48ePbp9+/bHH3/cueJPfX19Tk7O559/XlBQ0NraWlhYePvttzsnpm7evPmPf/zj4FsCBuz8Sed3z3q2Ht66q3KXIv0AAAAAfXA4HFVVVbt27Tp58mSPB7S1tTkDL8BnOo85tjzQ2V7n+PLa9vznTbJD6YYghBBCcg0OHIwLLrjgu+++E0IsX778ueeei46O7vGwjo6ORx55ZNWqVUKIt9566+abb3bt+uCDD2644QZZlsPDw+vr6yMiIgbfFRRkNBo1Gk2A/j22mdqe/PzJls4W96Jep3/kskfiI+OV6kpNbDZbS0uLEMJgMISHhyvdDvyR1Wo1Go0xMTFarVbpXuCPWltbnSOIuUjQG6PRKElSZGSk0o3AH7luRfR6fYDer7q0tLSUlJR0dnb2dkB8fHx6ejpzLM6U81YkOjpap/PCsrnDjWwTX17f0bD7PzOBRi/QnfXn0JCR6lmPPEBvRbwwAmjdunXO9Oeyyy57/fXXe0t/hBBhYWHPP//80qVLhRC/+MUvqqqqXLuuu+66m266SQjR3t6+devWwXcFDFiEIeK2hbdppFP+dZht5te2vGaz23r7LgAAAMBnrFZrSUnJvn37ekt/QkJCcnJyMjMzSX/gY/mrTO7pjxDi6FZbyTtmpfqBixcCoLfeesu50c/ZW//1X/8lhOjo6Hj55Zfd60uWLHFu7N69e/BdAYMxMX7ixVMv9ihWN1X/I/8fivQDAAAAuBw7dmznzp319fU97pUkKSUlZfbs2SNGjPBxY4CtS65cZ/UoxmVrs+82KNIP3HkhANqzZ48QIjw8fMaMGf05fsaMGc5xdOvXr3evZ2ZmOjeampoG3xUwSD/O+XFGQoZH8Zvibw7UHVCkHwAAAKCjo2Pv3r3FxcVWq+dnbKfo6OjZs2enpaUF0MK0UBNdiPTjz8PH/fg/4850odJZz4dqGIjmB7zwpnDs2DEhRP8X8ggJCRk1apQQwuOpYcnJyc6NPqawAj6jkTTLFywP04e5F2VZXr19tcfyQAAAAMBQs9vtlZWVu3fvNhqNPR4QHBw8efLk6dOnh4aG+rg3wF1QuHT2X0IXPhuiC5GEEPP+FBI5jjjSL3jhr8G56M+JEyc6Ojr6c3xHR0dDQ4MQwuOZi86icEuCAGXFhMYsX7Dc+Yg6lzZT22tbXnOwkD0AAAB8pbGxcdeuXVVVVQ5HD3ehkiQlJSXNmTOHx73Df6RdFXzpJ2HTfm0YfwWDf/yFFwKgjIwMIYTdbl+zZk1/jv/4449tNpsQIi0tzb2+Y8cO58b48eMH3xXgFVlJWYsmLvIolh4v/arwK0X6AQAAwHBTWFhYUFDQ26PcnWtxTJw4kedVwd/ETNLm3KM//XHwFS8EQFdffbVz46GHHqqsrOz74JqamgcffNC5/ZOf/MRVt1qtzz//vHN70qRJg+8K8Jals5aOiRnjUVyXv678RLki/QAAAGBY6e1Z9VqtNi0tbdasWZGRkT5uCUAg8kIAdOuttyYmJgohGhoa5s2b9+KLL/YYTlsslv/93/+dN2+ec82gmJiYn/3sZ85dxcXFV1999fbt24UQc+fOnTlz5uC7ArxFp9HdsegOQ9Apq9Y7ZMcrP7zSYe7XtEcAAABgwJKTk7sv6zNy5Mg5c+akpKR4rFcAAL2RZFke/Fm++OKLxYsXOyd2CSHi4+MvvPDC1NTU1NRUSZKqq6urq6u/+eYb13MKJUl69913r7/+eiHE119//aMf/ch1qvXr11922WWDbwnKMhqNGo2mt19WBKJt5dve2vaWR3F6yvSfL/q5Iv0ENJvN1tLSIoQwGAz9Xz8ew4rVajUajTExMVqtVule4I9aW1stFosQgosEvTEajZIkMSwCPXLdiuj1+kC5Xz158uT+/fud23q9Pj09feTIkcq2pG7OW5Ho6Ggm1qFHAXor4p2r+ZJLLvnwww9vvvnm9vZ2IcTx48ffeeed3g4ODg5+8cUXnemPEML9+YX33HMP6Q/80/y0+YeOHtpZudO9uK9m36bSTd0XCQIAAAC8aMSIEXFxcSdPnhwzZszYsWMD6AMnAP/htYexXXnllQUFBVdeeWXfb0bnnntuXl7e7bff7lGfMGHC6tWrV61a5a1+AK+7ce6N8ZHxHsWPdn9U11ynSD8AAAAYPtLT03Nzc8ePH0/6A2BgvDMFzF1NTc1nn322bdu20tLSkydPWq3WESNGjBkzZsGCBYsXL87KyvI4vrGx8eTJk+np6UxeVRP1TQFzqm6qfuarZ2x2m3sxPjL+kcse0etY376/mAKG02IKGPoWoOOu4UtMAUMfAnEKGHyMKWDoW4Deing/AAKEegMgIcS3xd9+tPsjj+LCCQuXzVumSD+BiAAIp0UAhL4F6F0XfIkACH0gAMJpEQChbwF6K+K1KWDAMHH+pPNzxuR4FLcc3rKzYmePxwMAAAAAoLghDIDsdrvRaKyrY3kUqIokScvmLosOjfaov7vz3eOtxxVpCQAAAACAvnk5AGpoaHj66acvvfTSmJgYnU4XHR09ZswY567i4uJVq1adPHnSu68I+F6EIeKnC36qkU7552O2mV/f+rrH8kAAAAAAoCa7Hu86upVPPQHJawGQw+F48cUXMzIyHnzwwS+++MI5q9bdyZMn77333qSkpEcffdRbLwooJSMh45KsSzyKVY1Va/euVaQfAAAAABhqpe9Zit+0fL2sY8/TJtmudDc4Q14LgO6999677767e+7jwWQyPfnkk8uXL7fZiAwR2C7Pvjw9Pt2juOHQhj3VexTpBwAAAH7I4XDU1dWVlJQo3QgwWM0l9l1PmIQQQhYH/2b+ellHVwMPlQok3gmAVq1a9cILLzi3o6KiHnjggTVr1txyyy3ux4wdO3bWrFnO7TfffHPFihVeeWlAKRpJc9vC28L0YR711dtXsxgQAAAAhBCNjY27du0qKyurr683Go1KtwMMnLVd3vjzTrvpP4nPse22z69ot3WRAQUMLwRAbW1tf/jDH5zb55577sGDB1euXHnNNdeMHj3a/bDk5OS8vLynn37a+eWzzz7b3Nw8+FcHFBQTGrN8wXJJktyLJqvp75v+brFZlOoKAAAAimtra9u3b19BQUFXV5ezcvjwYWVbAgZjx6NdrVUOj+Kkm4N1IVKPx8MPeSEAeu2115xhdnJy8qeffpqcnNzHwb/97W+XL18uhDAajS+99NLgXx1QVlZS1kWZF3kUj7Qc+SDvA0X6AQAAgLLMZnNJScmePXs81sdobW09fpxx4ghIh1ZbKj6zehSTztFNuUOvSD8YGC8EQF9++aVz43/+53+ioqJOe/y9997r3Nizh6VSoAZXTL9iUsIkj+LWw1u3lW9TpB8AAAAowm6319TU7Ny5s76+XpZ7mBdTXl5ut7NwLgLMyWL77hUmj2Joguas50IlLz9XHEPLC39d5eXlzo1zDRTJRgAAIABJREFUzjmnP8dnZWXp9XohRGlp6eBfHVCcczGgqBDP9PO9ne/VNtcq0hIAAAB8rKGhYdeuXX1EPHq9PjU1VaPhEzMCiaXVc+kfIYSkFYteCNXHMPkrwHjh3ae2tlYIERsbGx8f35/jJUmKi4sTQlRUVAz+1QF/EBkSeftZt2tODcCtduv/bvpfk9UzLAcAAICanDx5Mi8vr7Cw0GTq+cZPq9WmpqbOmTMnMTHRY/lIwK/JYtv/62qr8Vz6Z+b/M4yapVWkIwyGFwKgyMhIIcTJkyfb29v7c7zJZDp69KgQIizM8/FJQOCaGD/xxzk/9ig2tDW8veNtRfoBAADAUOvo6Dhw4MD+/fv7+Cg0atSo2bNnjxs3TqvlAzMCTNEb5uovPZf+ST5PN+V2lv4JSF4IgFJSUoQQsizv27evP8cXFhY6HA4hRFJS0uBfHfAfl0y9ZGrSVI/i7qrd3x/6XpF+AAAAMERMJlNxcXFeXl5TU1Nvx0RHR8+aNWvKlCkGg8GXvQFe0XjAvue/PQe1hSVqFv5PqGAcW2DyQgB08cUXOzcefvhhZ7LTtyeffNK5ce655w7+1QH/IUnSTxf8NDYs1qP+0Z6Pyk+UK9ISAAAAvMtms5WXl+/cufPYsWM9rvQshNDr9ZMnT54+fXpERISP2wO8wmKUN93d6Th19I9Gx9I/gc0LAdCyZct0Op0QYsuWLQ899FDfy9q/+uqrn332mXP72muvHfyrA34lTB92x6I7dFqde9HusL/ywyvt5n7NkQQAAIB/kmW5vr5+586dNTU1vf3m27ncz9y5cxMSEnzcHuA1stj62672Ws+LfNYjISNnMJMxgHkhAMrIyLjrrruc288888z/Z+++46Mo8z+AP7O9t1RSgEAiIiBVSiBIU+FO7OWkqCiIInCAItxZzjuxUGwggoIHh56e553eCYgiVQiCdEJoIRCSEFK39za/P+bc37Jpm+xkZzf5vP/gNfvszDxfYJKd/c7zfJ9hw4b98MMPFosleB+v13vy5Mm77rprxowZTMs999wzdOjQyHsHiDVdE7re1/++kEaD3bAhf0Njz4gAAAAAIPaZzebz58+73e4G3+XxeBkZGcOGDcvKysJSXxDXCte7SreHlv7JHCvs+ZiIk3iALYLmdwnDihUrzpw5s3PnTkLI4cOHx48fz+fzFQoF827fvn3PnTsX/IsyJydn3bp1rHQNEIPG9hx7sfrisdJjwY2nr57+ofCH8b3HcxUVAAAAAERCrVYnJibW1tbWfyshISEnJ0cqlUY/KgB21Z7wHVseWvpHkc4bvkKK0j/xjp3MtEgk+vbbb2fOnBlo8fl8JpOJ2T516lRw9mfkyJG7d+9mVoIHaK8ey30sVR067ve/J/579tpZTuIBAAAAgMh17949ZB13lUo1YMCAm2++GdkfaAfcJnrvnNDSP3wRGbVGJtYg/RP3WBuaKJPJ1q5dm5+f/8ADD4hEDQ8MGzBgwKZNm3bt2oX1v6DdkwglT418SiS47mfBT/v/mv9Xo93IVVQAAAAAEAmZTNapU6fAdq9evQYOHKhWq7mNCoAVtJ/8NM9uLQ8t/XPLS9KEPij90x6wMwUsIDc3Nzc31+l0Hj58+Pz583q93ul06nS6tLS03NxcFEKDDiVdk/7wLQ9/+vOnwY1mh/mT/Z/Mv20+j8LMcAAAAID4k5WVZTAYMjIy0tPTQ0YDAcS1U6tcV/d4Qxq7/lbYYypK/7QTLCSAli5dSggZPHhwYFl3iUSSl5eXl5fX2CEff/yxwWBIT0+fMmVK5AEAxKwR2SOKq4sPFB8IbrxQdWHzyc1397ubq6gAAAAAoNVEItGQIUOQ+oH2hiam4tAVvVVdeblvYW5j+8HCGITFixcvXrz4u+++C/+QjRs3Ll68+PXXX4+8d4AYN2nIpExdZkjjttPbTpaf5CQeAAAAAIgQsj/QDlFk5ErZLS9LeL+OEuFLqFFrZUIFrvb2g5tJKMxvzIqKCk56B4gmIV/41MinJEJJcCNN0xvzN9bZ6riKCgAAAAAAIMRNT4jv+EIhS+ERQob+RaLtgdI/7UprpoAxy72HuHLlSoPtIXw+X2Fh4aFDh1rRL0CcSlYmTxk6Zf2+9cGNdrf9470fLxy/UMBjuRQXAAAAAABA6yQP4t+5RVGy2Z39IEr/tDet+eY5bty4+o1fffXVV1991aLz3HDDDa3oHSAe3dL1lovVF/ec3xPcWFJX8unPn04bPo2joAAAAAAAAEJJE6me08RcRwHs43Lowdy5cznsHSDKHhz0YEldSUltSXDjwUsHs5Oz83IarZje/uj1+rq6OrvdzrwUCAR+v9/n8xFCvF4vIcTn89E0HXwITdPMWwG9evXS6XQRRnLmzBm3201RlEAgIITweDwej8eExLzk8/mEED6fz+zD/MnsFnjJ7AwAAADxIuSmAgCg42jNV5fevXsHvzx9+jQhJCEhoVOnTmGeISMjY9KkSVOnTm1F7wBxSsATPDXyqde3vm5z2YLb//HLP9I16d2SunEVWBP8fr/X6/X8SigUajSaCM9pNpvLy8sjPElIhqh1jEajy+WK5AwikWj48OGRRwIAAABRYLPZLl26ZLfbBwwYwHUsAAAcaE0CqKCgIPglU9F52rRpy5cvZycogHYqQZ7wxPAnPtj9QXD+wuv3fvTTRy/+5kWVVBXNYPx+v8vlcrvdzJ/BiR6v1+t2uz0eDzMwJyApKSnyBBArq2awkgCK/CTMiKEI1dbWnj9/ns/nM+OJhEIhn89n/hQ0IvJOAQAAOhS73V5SUlJdXc18+ldVVUkkkmaPAgBoZ/BFAiCqeqf3nnjzxG9PfhvcaLQb1+5du+C2BQJ+W/1Ier3ekpISt9sdnPFp6Uk8Hk/kkbCSNGGF3++P8AzMHLEIMem2Fh0iFAqZVFEgZ5ScnBx5bg4AAKD9cTgcJSUlVVVVwQ9+SktLc3JysJQ7AHQ0LHzbXLJkCSFk6NChkZ8KoCP4TZ/flBvKj5UeC24srin+19F//W7w79qoU4qiysrKIjxJ7CSAWBkBFDsJoJYewgzUcjgcgRaFQoEEEAAAQLAGUz8Ml8tVW1ublJTESWAAAFxhIQH04osvRn4SgI6DoqjHch+7Zrp2zXQtuH33+d2dEzrnds9ti06Z+UQRVj1suwQQU1k5UI+Zqbtcf7dAu1AojDwSPp/P4/Ei+TdhJZkVMs+udVj5Bzl//rzP5xMKhRKJRPqr2BmxBQAAECan01lSUlJZWdnEE6Pa2trExMRoRgUAwDlupoBlZmYajcY33nhjzpw5nAQAwC2JUPLMqGfe/O5Nh8cR3P75oc/TNelpqjSHw+FwOOx2O7ORk5OjUkVaIUgkEkWYAGJl1Yzk5GSlUmk2m/l8vkQiUalUXA3AHjFiRGDb7/czA4K8Xi9N0zRNM3kZZkkyn8/H1MNmtgMv5XJ55GGw8q/KSmGg2tra+pPRxGKxNAiTG2Il3wQAAMA6l8vFpH6aHuebkJCg0+kwBQwAOhoOEkCXLl1i1gAqLCyMfu8AMSJFlTJtxLQN+zbIeDKlQKkUKJVCpUKgOH/y/CXqUsjODocj8gSQWCwOLL7eBIqihEEEAoFIJGIKzQiFQpqmI7xbYvI+TqeTND7SJ/pC1oCPJrFYrFKpvL9q3cQ0VjIyDY7wcrlcLpfLaDQGNwoEguCskEKhkMvlGCsEAAAccrlcV65cuXbtWtOfpDqdLisrSyaThXy0AQB0BKx91fH5fN99911+fn5dXV0Tu7lcrm3btjHbNputiT0B2hm/32+32+12u81mCwztuTv17nCOZdIlERKJRIQQHo8nEonEYjEz0yfwZ3DGJ/K+IHwZGRkZGRmBl8zYomYxi7V5PB5mcHvk/2vM+Kbwd7ZYLBaLJdBCUZRMJlMqlT179owwEgAAgBZxu91XrlypqKhoOvWj1WqzsrLUajVhafgtQNxxGWixNiYevgJX2PmmV11d/dvf/vbIkSMtOur2229npXeAWGYymUpLS202m9PpbHXpYlYSQNnZ2Tk5OZi8E+OYDB2TrQuHz+fzeDxisTjCflu6ElkImqaR0wcAgChzu92lpaVXr15tNvXTtWtXrJYAHZz5sn/rPdYbJokGLJRQGLfdUbGTAJo8eXJLsz+TJk2aPHkyK70DxDKfz1dbWxvhSVgcAQTtDJ/PZ2sxMh6PF+HKaAqFIvJIAAAAmuVyucrKyioqKppeS0Gj0WRlZSH1A+C107uftrvN9Om1LuN534h3ZGINhgJ1RCwkgE6cOLFjxw5mu0+fPhMmTBCJRP/+97/Pnj1LCHn66aczMjJomq6urv7222+vXLlCCHn99df/+Mc/Rt41QOyLvE4ws1gVK8EANEalUt16660+n8/pdDquF/7gNSSAAAAgOq5du1ZWVtbEDmq1OisrS6vVRi0kgFh28GWn8cL/sqXlu72bf2sd9aEssS8LDxEhvrCQAFq7di2zMXr06G3btjEzEX7/+99nZmY6nc4ePXrMmzeP2WHZsmUPPPDA1q1bly1bdu+996JUBHQEYrGYz+eHudS3l/ZaPBar12rxWaxeq0AoeHL0kxoFHltBlPD5fLlcHpK1pGna5XI56ql/VSuVyigGCwAAHVdGRkZZWVmDpXxUKlVWVpZOp4t+VACx6dwmd/HX1032t1X4j7/tvG0TCwvaQnxhIQHEjPQhhLzyyiuBOhSJiYljx47dunXrrl27AgkgiUTyzTffDB48+MSJE7Nmzdq9e3fkvQOwjqZpu91utVqtVmtmZmbkM6fkcrnZbA5pDFlHSSqV7ija8eO5H0N2+/vhv88aNStGlsqCjomiKIlEIpFIQp6jut1uh8Nhs9msv2JlBNC5c+fcbrdCoeDz+SqVipUJbgAA0M4IBIL09HRmbkGAUqnMyspKSEjgKiqA2GQsCn1oJ02iRqyQcRIMcIuFBBCzpjuPxxsxYkRw+80337x169bz588HNwqFwsWLF//ud7/bs2fPzp07x44dG3kAABFiMj6WX1mt1sDQBq1WG/kTJJlM5nQ65XK5TCYL/Fk/r3TfoPuuGK5cqLoQ3Hiq/NTWgq133nxnhDEAsI4pVs0sp8Kiuro6t9vNLCh5+fJlhUKh0Wi0Wq1arcYSdQAAEJCZmVleXs7csykUiqysrMTERK6DAohFQ1+TJvXnH3zJ6XXQhBCKT279QCZNxgPmjoiFm+mKigpCSGJiYsiteU5ODiHk0qVLHo8neOGhBx54QCQSud3ur776Cgkg4EQTGZ8QVqs18gTQjTfeGM4QHh7Fe/rWp1/f+nqdrS64fcupLema9P6d+0cYBkDsczgcweuR0TTN/JCWlZVRFKVUKgPJIIwMAgDo4IRCYVpamtFo7Nq1K1I/AE3rfp9IeyN/zyy75Yp/4CJJymA8VOugWPiPVyqVTqez/hLC3bt3J4R4vd6LFy8Gl/vh8/ndunU7d+7cTz/9FHnvAOEIP+MTwmq1Rt57+BO45GL5M6OfWbptqcfnCTTSNL3xwMZUdWondafIgwGIZfUnSwbQNG02m81mc2lpKUVRKpVKo9FoNBokgwAAOqxu3bphoQyAMOlu4t/5X8WFf7h7TRdzHQtwhoUEUEZGRk1NjdFotFgswRVAmQQQIeTYsWMh9Z5TU1PPnTt39erVyHsHaIzX69Xr9cw3RovF0rr1rVlJALVIpjZzytApG/I3BDc6Pc61e9f+YcIfJEJJlOMBiCaTyRTObjRNm0wmk8l05coVHo+nVCq1Wi2TDMI3AQCAjgO/8wFaRKSmes9E9qdDY+GXZkZGBrPx5ZdfBrenpaVJpVJCyKFDh0IOqa6uJoSgmgO0KYfDUVhYWFZWZjKZWpf9IYTY7fZWH9tqQ7sNHXnDyJDGSlPl3w78LczVuAHiFJ/Pb2nZdb/fbzKZSkpKTpw4sW/fvuPHj9fW1rZReAAAAAAA8YuFBFBeXh6z8fLLLx87dizQTlFU//79CSF///vf7XZ7oL28vJypDM0UCQJoI8wqQi09iqIouVyempqak5PTr1+/4cOHc/Jw6Xe3/C4nJfQH5Fjpsa0FW6MfDEDUdO/effjw4UOHDu3Ro0dCQoJcLm/REnh+v99oNDa4KjAAAAAAQAfHwjfbRx99lFn6t7KycujQoWPHji0rK2PemjBhAiFEr9dPmzbN4XAQQsxm84wZM5jyKzfeeGPkvQM0hikZG85ugYzPgAED8vLyBg8e3LNnz4yMDK1WG1y/PJr4PP70EdNVElVI+5ZTW46VHmvwEIB2QyqVJiUlpaWlDRw4cPjw4b17987IyJDL5WEeHrJcPQAAxCAk6wEAoo9iZUbJ+vXrZ8yYEXh55MiRgQMHEkLKy8tzcnKcTichRCgUdu7cuaSkhMn+UBR17Nixfv36Rd47xCCTycQU5uA2jOLi4tLS0pBGiqJkMpnyV60bKBQdRVVF7+541+e/rl61SCB6YfwLmdpMrqKKnNfrNRqNhBCJRMKkjwFCeDwek8mk1WqDfzzdbrfRaDQajQaDIXhgaTC5XD548OBohQmcMZvNzOoTIRcJQIDJZGIKxnMdCISyWq2lpaU1NTVDhgyRSLgpbhi4FRGLxZzfr0JsYm5FNBoN6pZAg+L0VoSdq3n69OkikWj+/Pl6vT64PSMj4+WXX37xxRcJIR6Pp7i4OPDWE088gewPNIamab/fH/kPUuC2TyaTqVSq2M/4hMhJyZkydMrfDvwtuNHtdX+w64M/TPiDRqbhKjAATohEouTk5OTkZEKI2+02GAxMMogZYcrQ6XTcBQgAAE0xGAylpaWB7wtlZWWoCAEAEE3sjABiOByOH374oaCg4PHHH8/M/P/hCW+99daSJUtsNhvzks/n/+Uvf1m8eDHq9jfLarXGadFfj8dDUVSL8uV+v99ms1l/lZiYGHwVtY7X67Xb7XK5PF4yPg361/F/7bu4L6QxU5v5+9G/F/K5maEWIZqmmXw5n8/HQxVokN/v93g8IpEonBpAbrfbYrFYLBaz2dylSxe1Wh2FCIFbHo+HqdAf5kUCHZDH4yGEcDWVG4LRNG0wGCorK0MGb/J4vJtvvpmTO4HArQiPx8NFAg1ibkWEQiG+tEKDYudWRCKRhP97jM0EUBPq6uoOHDhQWVl5ww039OvXD3fnYTKbzXGaAPJ6vRRFNZt28fl8gYyP3W4P/svKZDJUiWL4af+6/HVnK8+GtN/S5ZbJt0zmJKQI0TTNzPzn8XhxnZuDtsNcJFzdlDPL/7W0BDVEk8/nY+66BAIB/pugQcwHDR4zcMvv99fW1lZXVzPZlvrS0tJSU1OjHBXBrQiEwe/3+3w+fMpAY7xeL/PtlfOLRCqVhr+KbpQSQNDRNFEDyOv1mkwmppCHxWJp7AqkKCovLw8fyQy72/7WtreqzFUh7fcNuO+OXndwElIkUAMImtVgDaCoKSwsrK6uFggEWq1Wp9PpdDquqlRAY+J04j1EE2oAccvpdF69erWioqLpYs8ikWjYsGHRH2GBGkDQLNQAgqbF6a0IrmaIBp/PZzab9Xq9yWQKc1gTTdNmsxmr+TBkItmzo599a9tbdvd1Y6e/Of5Nqiq1b2ZfrgIDaH+YqQqEEK/XW1NTU1NTQwiRSqVarZbJB+FGEACgCRaLpby8vKqqqtn7Pa1Wm5GRgfk1ABEynPNpb4ybBARwi+W7WLPZvH379uLi4kWLFgW3m0ymRx99dODAgQ899BDm9XQQPp+vtraWGenTumJGzPP/togtHqWoUp4a+dTKnSv9tD/QSNP0X/P/+sL4F9I16RzGBtCeWCwWpnRIMIfD4XA4KioqeDyeSqXS6XRarVapVGJYOAAAw+/3V1VVlZeXW63Wpvfk8XgpKSmZmZlyuTw6sQG0Y2U/enbNtN/wO9GQv0h5eEQFzWFtCpjJZHrppZfWr1/vdDo1Gg3z+DSgrq4uMTGR2Z48efLKlSuxUEv7VlhYWFNT0+qrSywWq9XqlJSUwGUDjJ1nd/7zyD9DGhPkCX/4zR+UkrgZwIwpYNAsDqeAlZSUXL58OZw9A3PEtFqtVCpt68AgWJyOu4ZowhSwqHG5XMxsr/rZ8xACgSAtLS0jI0MsFkcntsZgChg0Ky6mgJku+b+7x+q20ISQ5EGCUR/KpEl4NBUlcXorws7VXFlZOXbs2DNnzoSz89///vejR4/u2bMnJSWFld4hBolEopZmf+RyuUajUavVarUa5TYaM7bn2Guma/uKrlsUrM5Wt3bv2vnj5gv4sfv5BBAvAusTN6v+HDEmGRTLd4oAACwymUzl5eXhPPMTi8WZmZmdOnXCb0gAtnhs9J6nbUz2hxBSfcS75S7rqA9lSf3jJhkB0cd/9dVXIzwFTdP33nvvL7/8wryUyWQTJkx48MEHr+uGz/f5fHq9nrlRrq2tPX369JQpUyLsGmKWx+Opra1tdje5XJ6SktK5c+cbbrihc+fOCQkJCoUCdwZN65XWq6i6qM5WF9yot+mNdmO/zH5cRdUifr/f6XQSQgQCQfgl66FD8fv9LpdLKpVGvzaEVquVy+U8Hs/tdjPrTIXD6/VaLJbq6uqysrK6ujqxWCyTydo0zg7O5XL5fD5CCCcXCcQFl8tFURTnI03at3PnztXV1TW9j0ql6t69+4033qhWq2PnpzX4VgQXCTSIuRWRSCSxc91ehyZ7ZzuqD/uC2zxWWqig0kfiy1Q0xOmtCAtTwH744Yfx48cz20888cTKlSubmND7/vvvL1y4kBkgunfv3pEjR0bYO8Qmk8l06tSpBtd9CNRS1Wq1XK3xHO9sLtub296ssdSEtP9u8O9G9xjNSUgtgilg0CxuVwFj0DRttVoNBoNerzcajS36uOzbty9mOrepOB13DdGEKWBRUFtbW1BQ0OBbFEXpdLrMzMzYrOeIKWDQrBifAnZypevEu86QxuSB/Du+UPDwBSsq4vRWhIWr+auvvmI2HnjggU8++aTpnX//+99fvXp1+fLlhJBPP/0UCaB2TKFQMJ+sFEUx07sYSPpETi6WPzv62aXbljo8juD2fx7+Z5IiqXd6b64CA2hPKIpSKpVKpbJz585er5fJBOn1euahcRN4PJ5arY5OkAAAHEpISJBIJCG/FYVCYVpaWnp6OkbWALSRin3ekytD70akydStq2XI/kDTWEgAXbhwgdn485//HM7+8+fPZxJA+/fvj7x3iFk6nU6pVDJlfZD0YV0ndafpedNX714dvCiYn/av27du8YTFndSdOIwNoP0RCARJSUlJSUmEEIfDodfrDQaDwWBocJyjWq2OowdBAACtRlFURkbGxYsXmZcKhSIzMzM5OTmOZkMAxB1ziX/vbDt93dwvwheRMR/JZSn40YNmsJAAKioqIoRIJJIw13fv1KmTSqUym80VFRWR9w4xi0kAcR1Fe9Y7vfddfe/6z4n/BDc6Pc41e9YsnrBYJkL9EYA2IZVK09PT09PTg+eImUymQMGg2JzvAADQFjp16lRSUqJWq2N2thdAe+Kx0btn2t3m0GnpQ/4iTeyHh0/QPBYSQMw0nxbVdWP2ZKbMAUCrTegz4Zrp2qHLh4Ibq8xVH//08dyxc3kUHgIAtKHgOWI+n89oNDJzxFD9BwA6DoFAkJubi2GPAFFA+8lPc+3GC76Q9hsmiXIexrIqEBYWvh+mpqYSQmpqasxmczj7FxcXMzkj5kAAiMTUYVO7JXULaTx77ey/jv6Lk3gAOiY+n5+QkJCTkzNkyBBWBj9euHDhyJEjRUVF1dXVeF4CALEM2R+A6Di+wlm+K3TueVJ//uA/STmJB+IRCwmgAQMGEEL8fv/nn38ezv4//vgjs3HzzTdH3jtAByfkC5++9WmtLHTQ9c6zO/cV7eMkJACInNFotFgs5eXlhYWF+fn5+fn5hYWF5eXlFosl8uU7AQAAIL5c3uwpWOsKaZSl8EatkfEx+gfCxkIC6P7772c2XnzxxbNnzza9c3Fx8SuvvMJs33333ZH3DgBqqfrZMc+KBaFrbXx+6PNT5ac4CQkAIuH1eu12e3CL2+2urq4uKio6cuTI/v37T548WVJSotfrG6xCDQDQLL/fX1NTgwGGAHFBf8Z3YJGDXP8AiC8mo9fKUPgZWoSFy+Xhhx/u3bs3IUSv1w8fPnzJkiUGg6H+bg6H47333hs2bFhNTQ0hpGvXrpMnT468dwAghGRqMx8d9ihFUcGNftr/yf5Pyg3lXEUFAK1jNpubGObj9Xr1ev3ly5dPnjy5b9++/Pz8U6dOXb58ubq62mazRTNOAIhHNputuLj4559/Pn36dGVlJdfhAEAzHLX0rul2rwOFn4EFFCsjyY8ePTp69GiLxcK8VCgUt956a5cuXTp37iyRSEpLSy9fvpyfn19dXc3sIBQKv/vuu3HjxkXeNcQmk8nE4/GwCliUbT65ecupLSGNGplm8YTF9eeIccjr9TKFwCQSiUKh4DociEUej8dkMmm12o5ZWqKkpOTy5cutO1YoFCqVSoVCkZCQoNFo2A0sdpjNZmbkQoe9SKBZJpOJoiiVSsV1ILHC5XJVVlZWVlYGDzCUy+WDBw/mMCquBG5FxGIx7lehQcytiEajEQhYWDep1fxesn2KrepQ6IDfXjPEg/4o4SQkYMTprQg7V/PAgQO3bt360EMPMY8RrFbr1q1bG9tZLpdv2LAB2R8A1t15853XTNeOXjka3Gi0G1fvWv38Hc9LhPiQAIgPfD5fJpOFzAILk8fjYRYjI4S04wQQAITJ5/PV1NRUVlYajcb6z31tNpvFYkEGBCBmHXrFUT/7kzZCMHARbuyhNVibMZiXl1dQUDBz5kyZTNZoZzzeXXfddfz48QcffJCtfgEggKKoacOndU/qHtJeZihbt2+dn/ZzEhUAtFRmZuaQIUPy8vL69evXtWvX1j1Zwjc6gI6MpmmTyXT+/Pn8/PyzZ88aDIbGRv3v3xxeAAAgAElEQVRXVVVFOTYACNO5Te4LX4QW6lJl8W5dLaPiZsQJxBZ2poAFMxgM27Zty8/PLyoq0uv1brdbp9NlZGTk5uaOHz++W7fQ9aqhXcIUMA7ZXLa3tr1VbakOaR+RPWLqsKmchBQCU8CgWR18Clh9NE1bLBaz2WwymUwmk8sVug5IfUOGDGnikUy8i9Nx1xBNHXYKmN1uZ6Z6hfOLghAikUiGDRvW1lHFGkwBg2ZxPgWs6rB3+2Sb33Ndo1BO/eZrueYGfPBxL05vRdi/mrVa7aRJkyZNmsT6mQEgHHKxfO7YuUu/X2pxWoLb91/cn6JKub3X7VwFBgCtxnyPValUGRkZhBCXy2UymSwWi8VisVqtHo8nZH8+ny+VSrmIFAC44XA4qqura2pqAkU5m0ZRlEajSU1NTUpKauvYAKAVKg/6QrI/FI+MXClD9gciwWVFKwBoI0nKpKdvffq9He95fNd9bnx9/GuNTDM4qyOWewRoT8RicXJycnJyMvPS6XRarVar1crkg5xOp0KhCFkWsHVKS0uZxBOPh1VmAWKRw+Goqamprq4OM+9DCJHJZKmpqSkpKRIJaogAxK6+c8SqLrz8RQ6f839TdgYslGSMwfd3iAguIID2KTs5+/Hcx9fvXx88zZOm6U0/b0pQJNSvEwQA8UsikUgkksTEROal1+tlxiRHyOFwFBcXE0L4fL5ardZoNFqtVqlUspJaAoDIOZ3OgwcPhrmzUChMTk5OTU3tgNPiAOJU1l1CdXferqfstgp/lwnC3jPFXEcEcQ8JIIB2a1DXQTXWmv8c/09wo8fnWb179eIJi5OVyVwFBgBtSiAQsFKwwGAwMBs+ny+wshifz1epVDqdjkkGRd4LALQaU0rParU2sU/wVK84qlIBAAxdL/5vv1GceNc5+E8SgucvEDEkgADaswm9Jxhshr0X9gY32ly2lTtXLhq/SCnBlzcAaFQgARTM5/MZDAbmLZFIxAwL0ul0mEsCwInk5OTGEkByuTw1NTU1NVUkEkU5KgBgkTSZGvYm6voBO5AAAmjnHr7l4RprzZmKM8GNNZaaj376aN64eQIefgkAQMOYJXKa4Ha7q6urq6urCSFSqZTJBGm1Wq4WTAHogJKTky9duhTcIpVKk5OTU1JS5HI5V1EBAEBswi0aQDvH5/Fnjpy5/Ifl5Yby4PaiqqIN+Rumj5iOch4AUJ/NZmtRISGHw+FwOCoqKiiKUqvVOp0uISFBoVC0XYQAQAiRSqVKpdJisUil0qSkpOTkZMzNBACAxiABBND+SYSSOWPmvLXtLYP9ugkdR0qOJCuT7+53N1eBAUDMksvlubm5hl+5XK4wD6Rp2mg0Go3GS5cuicXiW265RSgUtmmoAB1cdnY2n89H3gcAAJqFBBBAh6CRaZ4d8+zy75e7vNd9i/uu4DutTDvyhpFcBQYAMUssFjMFRAghdrudyQQZjUaPxxPmGXg8HrI/AE2gaTrycbgajYaVYAAAoN1DAgigo8jUZj418qnVu1f7aX9w+z8O/yNRkXhT2k1cBQYAsU8mk8lksvT0dEKIw+FgkkF6vd7r9TZxVEJCQrQCBIgbfr/fZDLV1tbW1NT06NEDPyYAABA1SAABdCC903tPGjLps4OfBTf6/L6Pfvpo4R0LM7QZXAUGAHFEKpVKpdK0tDSaps1mM5MMMpvNfr8/ZE+dTsdJhACxhqZpq9UaGEYX+GGpq6tDAggAAKIGCSCAjiUvJ6/KXPXjmR+DG50e5+rdqxeNX6SRYRg5AISLqfesVqu7du3KLA+v1+vr6uqcTichhMfjabVarmME4FKzcyfr6uqiHxUAAHRYbZgA8vl8VqvVYrFkZGBYAUAMuX/A/Ua78XDJ4eBGvU2/cufK5+94XiaScRUYAMQvPp+fmJiYmJhICLHb7XV1dR6Ph8fjcR0XQLS5XK7wq6c7nU6r1Yr18gAAIDpYTgBVV1dv2LBh7969P//8s9FoZBppmiaEnD17dvv27VOnTsWAcABuURT1WO5jdba6SzWXgtuvGq+u2bNm7ti5Qj6KtgJA6zEFg9g6m8lkUqlUkRfKBWg7Xq/XaDQyg+DsdnuLjq2rq0MCCKCj8XtJ6XZP19/glhuijbVHc36/f/Xq1T169Fi8ePG2bdsC2Z8AvV4/b9689PT0l19+ma1OAaB1hHzhs6OfTVYmh7RfqLqwbt+6kCrRAABcsdlsx44d279/f2FhYVVVVfgLkAFEgdFovHjx4tGjR/fv319QUFBeXt6i7A9FUVqtViqVtl2EABCbfvmzY++z9gOLHf6mllIAYB9rI4DmzZu3atWqZndzOp1LliwpLy9ft26dQIAKRACcUYgVs8fMXvr9UpvLFtx+suzk54c+nzJ0CleBAQAEMBVSvF5vdXV1dXU1RVFKpVKn04nFYqFQiGFBwC29Xl9WVtbSo8RisVarTUhI0Ol0uBkG6IDObnCd/8xNCCn60m0q9o/+SCbR4eMMooSdEUDvv/9+IPujVquff/75L7/88rHHHgvep0uXLoMGDWK2N27c+Oabb7LSNQC0WooqZe7YuWKBOKR9X9G+/574LychAQAECymRy6w7VlJScv78+TNnzpSUlFy7dq3ZMisAbUStVoe5J5/P12q13bt3HzRoUG5ubs+ePZOTk5H9AeiAKn7yHn7dGXhZfcT73X1W00WMvocoYeGDx2Kx/OlPf2K2R48evWnTJqbq8/Hjx4N3y8jIOHz48LJlyxYtWkQIefvtt2fPno31QQC41TWh6zOjnvlg9wde33UjUL8r+E4hVoztOZarwAAAvF6vyWRq7F2/32+xWCwWS1FRkUKh0Ol0Op1OrVaj8jREjUqlauJdPp+vVqu1Wq1Wq1UoFBiwBgC2a/49z9pp33WN1jK/qdinzsaHF0QDC9fZJ598wtyfZWRkfPPNN02v+fXCCy9MmzaNEGIymT788MPIeweACPXs1POxYY/VvzH96uhXBy8d5CQkAABCiF6vZ9aRaJbVai0tLT1x4sT+/ftPnDhRWlra0kK8AK0gFApD6p0zsxQ7d+7cr1+/ESNG9O3bt3PnzkqlEtkfACCEyDvx+i8QU9d/Be//nKTzHagGDVHCwgig77//ntlYsWJFOENh582bt2HDBkLI0aNHI+8dACI3OGuwzWX7x+F/BDfSNL3p501KibJXWi+uAgOAjkyj0fTo0aOurs5gMPh8vuYPIMTn8zHLbxcXF8tkMq1Wq9PpmMXpARg0TTscDovFotVqRSJRhGdTq9UOh4O52LRarUajwcQuAGhCz2liZVf+T3PtHitNCOn6W2GfZ0KrMQC0HRY+ooqLi5mNUaNGhbN/nz59xGKxy+W6cOFC5L0DACtG3zhab9NvP7M9uNHn963du3b+uPndkrpxFRgAdFgikSgtLS0tLc3v9xuNRr1eX1dXF/7QHrvdbrfbnU4nEkAdHE3Tdrvd8iur1crkE3v16pWcHLoaZktlZWVlZ2cj6QMA4csYLZjwlXzXdLsslRrxjoxggCBEEQsfV8zyBwkJCSkpKeHsT1FUYmLi1atXL126FHnvAMCW+wbcZ3Pb8i/mBze6ve7Vu1e/MP6FFFVYP+AAAKzj8XhMiZ/s7Gyn06nX66urq81mczjDgjQaTRQihNjBpHvsdntdXZ3T6fR4PHa73e9voMCq1WqNPAEkFuPRPQC0mPZG/m++VlB8wo90GCJAy7CQAFKpVDU1NXq93mq1KhSKZvd3Op3Xrl0jhMjl8sh7BwC2UBQ1ZegUu9t+vPS6Cu5Wl/XdH99dNGGRVoaq7QDAMYlEkpaWplAoXC4X8/Ver9dbLJbG9sdyE+0bTdNOp9Nms9ntdtuvGkz31NfEZQMA0NakyRj5AxxgIQHUuXPnmpoamqaPHz+el5fX7P6FhYXMB3N6enrkvQMAi3gU78kRT763472L1ReD2w12w8qdKxfesVAmkjV2LABANFEUJZVK09LSunXr5na7mQliBoPB4/EE9hEIBOE8moK443a7L1y4YLPZHA5HmJXC60MCCAAAOhoWVgEbP348s/HHP/4xnEcuS5YsYTZGjx4dee8AwC4hXzh7zOwMbehyfhXGilW7Vrm9bk6iAgBogkgkSk1N7dWr1/DhwwcOHNi1a1e1Wk1RlEajwepL7ZJAIKitrbXb7a3O/hBCPB6P0+lkMSoAAIAYx0ICaOrUqUzpu/379//hD39oekL++vXr//Of/zDbDz/8cOS9AwDrpELpnDFzEhQJIe2Xai6t27fOT4c1tB4AIPooilKpVFlZWQMGDMjLy8vJyYn8nFardf/+/SdPnrx8+XJtba3L5Yr8nBAhHo8nlUpbcSBFUTKZLCUlJTs7u3///pGvAgYAABBHWJgC1qNHj2eeeWbVqlWEkGXLlu3evfu1117Lzc0N3sfr9RYWFr788subN29mWu65556hQ4dG3jsAtAWNTDNv3Lxl3y+zOK8bIX+q/NTfDvzt8dzH8VAdAGIcn8/n8/mRn8dsNjOVhvR6PdMiFouVSqVSqZRKpVKpVCaTYRGoJng8HpfL5XK53G43s5GYmJiQEPqMoaVkMlk4S8IJBAKZTCaXyxUKhVKpVCgUrFwVAAAA8Yid+5UVK1acOXNm586dhJDDhw+PHz+ez+cHZt337dv33Llzbvf/zxzJyclZt24dK10DQBtJVibPHj37nR/fcXmve9x98NJBnVx3d7+7uQoMACCa6leKYbIYtbW1gRahUCj9lUwmYzaEQmF0I+WAz+fz1OP1egO5HrfbXb8+gFAojDwBJJfLg/8LGAKBQC6Xy+VymUxGCJHJZJF3BAAA0G6wkwASiUTffvvtggULPvroI6bF5/OZTCZm+9SpU8E7jxw58vPPP09MTGSlawBoO10Tu84aPWvVzlVevze4/buC7+Ri+bie47gKDAAgasxmc7P7MImPkD0FAkEgK5SZmdk+8kEul+vs2bOBXE+Y623VP0nkkcjlcqFQGEj3MBvBU7pMJhMGqwIAAARjbcSyTCZbu3bto48++u6773777bfB430CBgwYMG/evEmTJmHwLUC8uDH1xkdzH92QvyGk0Oa/jv5LKVYO6TaEq8AAAKLA7/fbbLbWHev1ei0WCzOAKDMzM8JI7Ha71Wptdjefz8f8uvZ6vYEWJk3j9/szMjJaVzonmMFgiPAMDd4ltlRKSkpKSkrk5wEAAOg4WJ6ynpubm5ub63Q6Dx8+fP78eb1e73Q6dTpdWlpabm5uamoqu90BQBQMyRricDu++OWL4Eaapjce2Mjn8Qd1HcRVYAAAbc3r9SYmJloslkiWixIIBJEP/6mtrS0uLo7wJElJSREmgFgZx4RC2gDQLnnttECGgYcQ09qkZqFEIsnLy8vLy2uLkwNA9I3qMUpv0/9Q+ENwo5/2bziwQSKU9E7vzVVgAABtSiQS9e7dmxDidruZ4Txms9lisbRoDAtTjyYWtG7GVjAej8fn85te8rVZSAABQPvjMtLb7remjRQMfkVKkAWCWIVFKwAgLPf2v9fqsuZfzA9u9Pq8a/eunTNmTo/UHlwFBgAQBSKRKCEhIVBR2OVy2e12x/UaS4tEPuuKEBIyD5fDkwiFwnASQHw+X/wrkUgU2JBIJFh8HQDaGb+H7JllN13ymy65HdX0iLelfAmSQBCLkAACgLBQFDVl6BSby3ai7ERwu8fnWb179bxx87oldeMqNgCAKGPSGVqtNrjR7XbXzwp5vV5WEkCsiHwEECFEIpHQNC1sDgo+AkBHQZMDi+yVP/+v8lrJdx5bpX/MOrlEhxwQxJyWJYCWLl3KYt+jR48ePHgwiycEgDbFo3gz8mas3bu24GpBcLvL61q5c+X82+Z3SejCVWwAAJwTiUQikUij0QQ3ut3u2FmLipURQP3794/8JAAA7caJd53F33iCW2qO+fbOtt/xuZyrkAAa07IE0OLFi1nse8WKFUgAAcQXAV8w89aZK3euvFB1Ibjd4XGs3LnyudufS9OkcRUbAEAMYmu6U2P1m/1+PzOuRyD4302dQCBgUk58Pj9kA3OvAADYdflbz8kPQuuaCeXULS9JOIkHoGmYAgYALSPkC2ePmb1q16qiqqLgdqvL+s6P7zx3+3Od1J24ig0AoL2SyWSxU0waAAAIIVW/ePMX2sn1YyspPsl7T6q7CdNgIRa1LAH0+OOPN/ZWbW3tli1bAi+lUmlWVla3bt2EQmFxcfGlS5esVivzllarfffddxMTE3v27NmqmAGAY2KB+NnRz77747tX6q4Et1uclvd3vP/8Hc8nKhK5ig0AAAAAoK2Ziv27nrL76q0JOfgVaeY4IRcRATSPYmU2eElJye23315UVEQI6du370svvXTffffxeLzgfX788cdXX331wIEDhJDs7OydO3d27tw58q4hNplMJh6Pp1QquQ4E2pDVZX17+9sVxoqQdp1c9/ztzycoEho70Ov1Go1GQohEIlEoFG0bJcQnj8djMpm0Wi3qyEKDzGYzsxA7LhJojMlkoihKpVJxHQjEosCtiFgsxv0qNIi5FdFoNIEJtsFcBnrrvVbLldDK+r1miAf9EZO/OoQ4vRXhNb9Lc3w+3yOPPMJkf1577bUTJ0488MADIdkfQshtt92Wn5+/atUqQsjFixcffvhhj8fTwOkAIE4oxIoFty1IVaeGtOtt+vd2vGd2mjmJCgAAAACg7fic9M7ptvrZn4wxgoGLkP2BmMZCAuif//znwYMHCSEPPfTQSy+91PTOs2fPZuaRHTx48PPPP4+8dwDgkFKinDduXv0JX9WW6vd+fM/msnESFQAAAABAm6BJ/iJHzTFfSHNCH/6tq2RU3AwEgQ6KhQRQII+zaNGicPZfsGABs/H3v/898t4BgFtamXbeuHkamSak/arx6rs/vmt32zmJCgAAAACAdUfedF7+NnQiiyKDN/avcoGM4iQkgPCxkAA6efIkIUQoFPbv3z+c/fv06SORSAghZ8+ejbx3AOBckjJpwW0LVJLQOgtlhrJVu1a5vKFLYwIAAAAAxJ2iL92F6+ot+q6gxqyXSROR/YE4wEICqKqqihAiFAopKtyLnqmkVV1dHXnvABALUlQpvx/3e7lYHtJ+qebSh7s/9PhQ8AsAAAAA4ljFT96fX3SENPIEZNQambYHpn5BfGAhAcQsr2C3269evRrO/levXmWWhNfpdJH3DgAxIkObMWfMHIkwtPTducpza/as8fq9nEQFAAAAABAh4wXf3tl2OrTyDxn8qjRtRAPLhAHEJhYSQFlZWczGpk2bwtn/b3/7W8iBANA+ZCVmzR4zWyQQhbQXVhT+df9f/XToWgkAAAAAADHOUU3vmGZ3W+iQ9ptni3tMDr3vBYhlLCSA7rzzTmbjjTfeKCgoaHrnU6dOvfHGG8z2xIkTI+8dAGJKTnLOrFGzhHxhSPvRK0c/2f8JckAAAAAAEEc8NnrHEzZbRehNbNZEYf8FWPQd4gwLCaAnnnhCJpMRQqxW6+jRoz/88EO3211/N7fb/eGHH44ZM8ZmsxFCFAoFsx48ALQzPTv1nJE3g88LnQt9pOQIckAAAAAAEC/8XrJnll1fGDr1K3mQYPhyGUHdZ4g3LMxXzMjIWLJkCbO4e11d3bPPPrt8+fL7778/Ozs7Ozubpuni4uKLFy/++9//LikpCRz15ptvdurUKfLeASAG9c3sOyNvxsc/fRyS7jlScsTv9z8+7HGO4gIAAAAACBdFEWWX0DETyi68MR/L+GJOIgKICDsFq+bPn19VVbV06VLmZUlJydtvv93E/i+99NLs2bNZ6RoAYlP/zv2nDpu66edNNH3dfOljpcd8ft/9ve6vP0QIAAAAACB2UHwy9C9SdRbv8BIn81hTrKHGbZCLtRj8A3GJhSlgjLfeeuubb77p3Llz07tlZ2dv27bttddeY6tfAIhZud1zpw6dSlGhH5DHS49vOLgB64IBAAAAQOzrOU084m0ZT0j4YjJmnUyVxdqXaIAoY3PJunvuuWfixImbN2/eunXrzz//XF5ebjabeTyeRqPJysoaOnToxIkTb7vttvrfBgGgvRqePVwkENVfAuxs1dmNhzbOHDmTq8AAAAAAAMLU7R6hNEnusdLJg7DoO8QxKmR2Brv8fj+Ph/xoR2QymXg8nlKp5DoQiAmHSw4H54D8fj9TKr53eu95d8yrv2QYgMfjMZlMWq2Wz8dUQWiA2Wxmfo3gIoHGmEwmiqJUKhXXgUAs8nq9RqORECIWi3G/Cg1ibkU0Go1AgIwPNCBOb0XaNjuD7A8AEEJu6XrLkyOe5FGhvxDOVp5ds2eNx+fhJCoAAAAAAICOo8UJmqu/qqysbIuAAKBdGtR1UIM5oMKKwg/3fIgcEAAAAAAAQJtq8Xi2jIyMwEZZWRkhZOLEia3ufvPmza0+FgDiy6CugyiK+mT/J37/dfWAzlScWblz5ewxs8UCLKcJAAAAAADQJliY0Lhly5bITwIAHcHALgMpivp478ch7ReqLqzauWrO2DnIAQEAAAAAALQF1OgBgKga0HnAkyOe5PNCK6UVVRet2rXK5XVxEhUAAAAAAED71uIRQCNGjGA2kpKSmI3169ezGREAtHf9M/tPGzpt48GNNLluFcKiqqKVO1fOGTNHIpRwFRsAAAAAAEC71LbLwEOHhWXgoQnM2qtnK89+euRTik+FvNs9qfvcsXORA+rgsAw8NC1O116FaMIy8NAELAMPzcIy8NC0OL0VwRQwAOBGz9Se04dPF/KFIe3FNcUrd650epycRAUAAAAAHYTHisEQ0LEgAQQAnLmp001P3/q0gBf6XIXJATk8Dk6iAgAAAIB2r67A96/hlqIv3VwHAhA90UsAOZ3Ourq6qHUHAHGhd3rvWaNnNTgO6J3t71icFk6iAgAAAIB2zFrm3/mkzW2mD/zBceI9DDyHjoLlBJBer//5559DGnfs2NGnTx+FQpGYmJicnPzCCy/YbDZ2+wWA+NUrrdesUQ3kgEr1pSu2rzDYDZxEBQAAAADtkstA73jc5qihCSGEJiffdx1Y7KC9XIcF0PZYSwD997//7dmzZ0JCwqRJk4Lbv/nmm9tvv/306dM+n48QUlNTs3z58mHDhhkM+FIHAP9zU9pNc8fOFQvEIe2VpsrlPyyvtlRzEhUAAAAAtDNeB71zus10yR/cWPSl++QqjAOC9o+dBNCmTZvuvffec+fOhbTbbLa5c+fWX2isoKDg+eefZ6VrAGgfbki5YdboWfVzQHXWuuXfLy83lHMSFQAAAAC0JzwBpUgP/Raszub1nBZ6FwrQ/rCQALLZbAsXLgxkeXi8/z/n119/XV5eTghRq9WfffbZ0aNHX3jhBeatzz777Nq1a5H3DgDtxo2pNy64bYFcLA9pNzvNb29/u7immJOoAAAAAKDd4AlJ3nuyGx8VBVpkKbxxG+ViDcVhVADRwUIC6IMPPqiuriaEqFSqzz//vKCgIPDWf//7X2bj1VdfnTx58oABA5YuXTpz5kxCiNvtXrNmTeS9A0B70jWx6/O3P6+RaULa7W77+zveP1NxhpOoAAAAAKDdoHhkyJ+lAxdJCCFCOTX2E1n9MUEA7RILF/q+ffuYjeXLlz/yyCMymYx56fV6f/jhB0IIj8ebPHlyYP9Zs2YxGydPnoy8dwBoZ9I0aQvvWJioSAxpd3ldq/esPlZ6jJOoAAAAAKA96f20eNjr0tEfyXS9+FzHAhAlLCSALl26xGxMmTIluP3kyZNWq5UQ0rdv36SkpEB7nz59hEIhIaSkpCTy3gGg/UlUJD53+3MpqpSQdq/Pu+6ndfkX8zmJCgAAAADakxsmiToNF3AdBUD0sJAAunLlCiEkMTExMPaHEVgPfvjw4cHtFEWlpKQQJIAAoHE6uW7hHQszdZkh7X7a/+nBT3ec3cFJVAAAAAAAAHGKhQSQWq0mhLhcrpD2wNSwkAQQIcThcBBC+HyMtQOARiklygW3Leie1D2knabpr4589fWxrzmJCgAAAAAAIB6xkADq3r07IcRisTCloBler3f79u2EEIqiRo8eHby/zWYzGAyEkMzM0Gf7AADBZCLZvHHzeqX1qv/WD4U//OOXfwTWHwQAAAAAAIAmsJYAIoSsX78+0PjPf/7TaDQSQoYMGcJM+Ar497//7ff7CRJAABAGkUA0a9SsgV0G1n9r9/ndGw9s9NP+6EcFAAAAAAAQX1hIAD3++OPMxp///OdPPvnEYDDs27fvueeeYxonTpwYvPOhQ4cCb/Xp0yfy3gGg3RPwBdPzpg/PDp1MSgg5eOngR3s/8vq90Y8KAAAAAAAgjrCQABo1atSoUaMIIW63e/r06TqdbuTIkZWVlYQQlUr15JNPMrsdOnRo0KBBw4YNq62tJYTweLypU6dG3jsAdAQ8ijd16NTbbrqt/lsnyk6s2bPG7XVHPyoAAAAAAIB4wUICiBDywQcf6HS6+u1/+tOfAvO/Ll68ePTo0UDBjrlz5950002s9A4AHQFFUQ8MfGBi34n13zp99fTKXSvtbnv0owIAAAAAAIgL7CSAevXqdfDgwd/85jc83v9OqFAoPvzwwwULFtTfmc/nz58//+2332alawDoUO68+c5HBj9CUVRIe1FV0bLvl+ltek6iAgAAAADO0T5iuojqkACNErB1opycnK1bt9bV1RUXF+t0um7dugWSQYy0tLRJkyb16dPn/vvvz8nJYatfAOhoRvUYJRKIPv3505Dyz9dM15Z+v3TOmDkZ2gyuYgMAAAAArhx+zVH0lWfUaln6KNa+5wK0JxQWUYa2YDKZeDyeUqnkOhCIRV6vl1klUCKRKBSK1p3kZNnJdfvWeXyekHaxQDzz1pkNrhwPccTj8ZhMJq1Wy+fzuY4FYpHZbHa73YQQXCTQGJPJRFGUSqXiOhCIRYFbEbFYjPvVduP4285TH7gIIRSf5L4pzX5QFBNG2HcAACAASURBVMnZmFsRjUYjECCXBA2I01sR/quvvhrhKZYuXZqfn+/xeLKyssI85OOPP96xY0dJScnNN98cYe8Qm1wuF0VRYrGY60AgFvn9fqfTSQgRCAQiUSs/m1PVqV0Tup4oO+Hz+4LbfX7f0dKjycrkdE06C7ECR/x+v8vlkkqlIYNJARgul8vn8xFCcJFAY3ArAk0IvhXBRdI+nP/UfXSp838vaFK2wyuUUckDW5+7YW5FJBIJPmWgQXF6K8JCoIsXL168ePF3330X/iEbN25cvHjx66+/HnnvANBh3ZR204LbFigloQ/uvD7vJ/s/2XxyMydRAQAAAEA0Xd7sOfSq47ommhx506kv9DVyBEAHxc14NqaAa0VFRYTn8Xq9e/bs+emnn8rLy00mk0qlSktLGzFixJgxYyLJ5Udy2urq6l27dv3yyy81NTUulyszM7NLly533nlnt27dWh0PADSma2LXxRMWr9y5sspcFdxO0/SWU1tsLtvDtzxcv2I0AAAAALQPFfu9+c/b6Xqlnwf9QaLrFTcTcwCiozUJoJ07d9ZvvHLlSoPtIXw+X2Fh4aFDh1rRb4jy8vJly5aVlJQEWurq6urq6goKCr799tuFCxe2LucSyWm3bNmyceNGZiogo6ioqKioaOfOnRMmTJg+fTpmkAKwLlGRuGj8otW7VxfXFIe8tfv8boPdMD1vupAv5CQ2AAAAAGg7VYe8u2bYfe7Q9t5PiXvNwOQ+gFCtKQLN1uP0QYMGHT58uHXHGgyG5557rra2lnmZmpqamJhYV1d37do1pkWtVq9YsSIlJSVqp/3iiy+++OILZlsikWRmZlIUVVZW5nD8bzjixIkTZ8yY0cK/aLxCEWhoAitFoEO4ve51+9adKj9V/61uSd2eHf2sQsxORxAdKAINTYvTyosQTSgCDU1AEej2QX/G98MjNrc59Ptst3uEee/ISGTfWVEEGpoWp7ciXF7Nc+fObfWxH3zwAZOm0Wq1zz//fJ8+fZj2s2fPLl++vLa21mQyvf/++2+88UZ0TnvkyBEm+0NR1EMPPXTfffdJpVJCiNvt/uqrr7788ktCyObNm/v163fLLbe0+m8NAI0RCUTPjHrmi1+++OnCTyFvXaq5tOKHFXPGzElQJHASGwAAAACwy3jBt31KA9mfzLHCEcsjzf4AtFetSQD17t07+OXp06cJIQkJCZ06dQrzDBkZGZMmTZo6dWoreieEXLhwgRk6xOfzX3nlle7duwfe6tmz55///Of58+e73e7Tp0+fOnUq/IXGWn1amqY3bNjAbD/++OP33ntv4C2RSDR58mSHw/Htt98SQr7//nskgADaCI/iTR4yOVGR+M3xb0LGNl4zXVv6/dI5Y+dkajO5Cg8AAAAAWGG54v/xUbvLEJr9SR0muHW1jMKQHYBGtOaHo6CgIPglMyNs2rRpy5cvZyeo5gSKDQ0dOjQ4TcPIzMwcOXLkjh07CCG7du0KPwHU6tMeOnSorKyMEJKamnrPPffUP/ODDz64detWn8938uRJp9MpkUjCDAkAWuqOXneoJKpPD34asjy8yWFa/v3ymbfO7JXWi6vYAAAAACBC9kr/9qk2e1Vo2efEvvwx62R8VP4BaFxcZkcDNaSHDBnS4A7Dhg1jMjVHjhyhaTrMokWtPu2BAweYjbFjxzbYl1qtXrZsmcvlIoS0ougSALTIsO7DNDLN2r1rnR5ncLvL6/pwz4ePDn10SLeGf8YBAAAAIJa5DPSPj9qsZaHZH20P/riNcqEcU78AmsJCAmjJkiWEkKFDh0Z+qnDU1tbq9XpCCJ/Pb2w6Vb9+/SQSidPpNJvNlZWV4cxNi+S0R44cIYRQFDV69OjGzp+Tk9NsDADAlp6dei64bcEHuz8wO8zB7V6fd8OBDdWW6ol9J3IVGwAAAAC0gsdK//iYzVgUmv1RduHdtkku1iD7A9AMXuSnePHFF1988cWxY8dGfqpwMJOtCCGJiYlyubzBfYRCYSA7U15e3qanra2ttVqthBCVSpWcnBzW3wEA2l6XhC4v3PFCsjL0p5Km6S2ntvzj8D/8dOjdAwAAAADEJq+D3vmkva7AF9IuS+Xd/plcmozsD0Dz4m8KWHV1NbPR9JKNgVU/Kysr2/S0paWlzIZGoyGEWK3W77///uDBg5WVlQ6HQ6PR3HDDDSNGjMjNzQ1zJhoAsCVJmbR4wuLVu1cX1xSHvLX73O4qc9VTI5+SCqWcxAYAAAAAYfJ7yJ5Z9qpfvCHtEh11+6dyRQYLwxoAOoL4SwA5HA5mI5CLaVDg3cD+bXTampoaZkOn0xUUFKxYscJgMAT2r6mpqampyc/P7969+6JFi1JTU8MJpn5Uccfv99M0Hb/xQ5vy+/839Mbn87X1RcIjvJnDZ274eUPB1YKQt06Vnnp98+tPj3w6QY7l4WOOz+cjhDidTh4Pt3TQAOYKIbhIoHF+v5+iKNyKQIOieSsCkaN95OBC79U9oWO3hQqS97FAlO5qi/9D5oPG5XJ5PB72zw7xL3ZuRYRCoUAQbmKHhQSQUChs3YFLly5dsGBBS49yOv9X1bXpoTqBdwP7t9FpAxsGg+G1115jXsrl8vT0dJfLVVFRwfzKKC4uXrhw4TvvvJOUlBROPAy73R7XRaO93tAkPUAwj8cTnc/USf0nfcP75sDlAyHtZXVlr299/fEhj3dPDF34D2IBbsqhWbhIoGm4FYGmeb1eXCSxjianXueXfR/6BZsvIYPe9Yq6eGy2NuwcnzLQLM4vEoVCEdUEUKt/aUaY2mh6RlXg5IHMXBudNpAAKikpIYRkZ2fPmDGjZ8+egd22bt362WefOZ1Ok8n07rvvvvHGGy2KBwAix6N49/e7Xy1Vf3/2+5DfPHa3/eP8jx/s/+CgzoO4Cg8AAAAAGuQ2E2NB6Bc0npAe9LZP1y+On5QDcIKDKWBJSUnp6enMRisOl0gkzIbFYmliN6YwMyFEKg2rwEerTxv8ZTI7O3v58uV8Pj/Qwufz77rrrtTUVGattNOnTxcWFvbq1SuckAghCoUiTkcAORwOiqIC/6oAwfx+v91uJ4QIhUKxWBy1fu8ZeE/npM6fHvrU4wsddvSvU/+qddbe3/9+1OqKEcyYfJlMhtk90CCn08k8f8JFAo3BrQg0IXArIhAIcJHEOgUZ9znZ+5Rbf+p/X4soPhm6XJQ5pm1/+eNWBJrmcDiYQSGcXyQtmpLFQgKo6WW2/H7/1atXL168eOTIkXXr1tntdofDsWTJkt/+9ret6y7MTE3gXXYTQPVPG3z+OXPmBGd/AgYPHty3b9+TJ08SQg4dOhR+Aiia343Z5XK5eDwePlChQV6vl7nr4vP5Ub5Icm/ITdWmrtmzxuw0h7y1r3if1WOdNnyaWBCvP3fticfjcTgcYrG4wV+qAG63m9nARQKNcblcSABBYzi8FYFWkEjIhC/Eu2bYrx3wEooMe0Oac7eorTtlbkVEIlH4k2ugQ3G73UwCKL5uRVjIVKU3KTMzc+jQoVOmTHnvvfcuXbr0yCOPWK3Wu+++e+vWra3rLrDUepiZmjDHGbX6tIE142UyWdeuXRs78MYbb2Q2wlyWHgDaSLekbi/+9sXOus713zpeenzZ98v0Nn30owIAAACAxghk1Jj1svRbBbe8JMl5qM2zPwDtVVSHKqWkpGzatCkvL8/n8z322GNhLtAeIjMzk9moq6sLPAAM4ff7q6qqmO3OnRv4msfiaTMyMpiNxMTEJiaPBBJMYRalBoC2o5Fpnr/j+b4Zfeu/VW4of2vbWyW1JVEPCgAAAAAaJZBSY/8qv+kJjNQG9riN5MRicuVLruOInmjPVRMIBOvWrSOE1NXVbdiwoRVnSExM1Gq1hBC3233ixIkG9zlz5gxTrEcmk3Xq1KlNT9u5c2cm71NRUdFEwemKigpmQ6PRhBMPALQpsUD8zKhn7rz5zvpvmRymFdtX/HL5l+hHBQAAAACNoVCNB9ji95CLH5MtPciZpeTEIuLrKKM0OPgZ6tGjR2JiIiHk66+/bsXhFEUNHjyY2T548GCD+wTaBw8eHOZ8vFafViaTMTV9vF5vY5kjmqYLCgqY7cBcMADgFkVRE/tOfHTYowJ+6NRuj8/z1/y/bj65OU6rsAMAAAAAQENoUvoV2dKT/DKTOKsJIcR2hVz4gOuoooSbJCqTBCktLW3d4WPGjGE28vPza2trQ941m8179+4N2bNNT3vrrbcyG2vWrGHqyYXYtm3bhQsXCCECgSA3Nzf8kACgrQ3PHr7gtgVKiTKknabpLae2rN+/vv6SYQAAAAAAEH9qD5DtI8j+h4i1+Lr2wteJu0OUAeUmAVRSUkKaK7fchJ49ew4aNIgQ4nA43nzzTZPJFHjLbDYHWvr06dOvX7+QY9euXbtmzZo1a9bs2bOHrdOOGzeOWdi+urp63rx5p06dCrzldDo3btz48ccfMy/vvPNOZvQTAMSO/2PvvuOjqtL/gT93estkkknvpBIgSAsdFVEQFBZRiqLuuqur60/ZtaxiwbaChS2usruuiyuyrH4Fy0oVVkCagBRpgQBpE9LbzCTT2/39cdkhTCZDIJNp+bxfvnjdOffk3gecJGeee85zcuJznr312eRoL8tFD1cd/uN//9hu9twyDAAAAAAAwkb7Gdo7j7ZNoJbvvZy16ajkzYDHFARM4Bc4HDhwYNy4cUQ0ZMgQ98Koq9Xa2vrUU0+1tbURkUQiGT16tFqtbmlpOXToEFdlOSYmZvny5e7Sy2533HEHV6ln6tSpjz32mL8ue+7cuRdffNFd4FmhUGRmZnZ0dNTW1roLAxUVFb366qv9ZB9BvV7P4/GiojxnVQAQkcPh0Ol0RCSRSBQKRbDDuchkM/19199LG0q7nlLL1Y/d9FiKKiXwUfVbdrtdr9fHxMSE0baaEEjt7e3cjg14k0B39Ho9wzBKpTLYgUAocg9FxGIxxqvgFTcUUalU/eTjWyQz1dCJl6jyY2Jd3fZRFtLwtynVS3nQ7oTpUIT/yiuvBPJ+ZWVld999d3NzMxFNmDBh/vz513YdmUw2cuTIkpISvV7vcDg0Gk1paWl1dbXD4SCi9PT0F198kZuV4+Gzzz7jcl45OTnuoj+9v6xarR40aNDJkyeNRiMR2Wy25uZmvV7P3YthmOnTpz/55JNCofDa/r5hx2q1MgwjFqNKP3jhcrm4bKlAIBCJQmUjTyFfOCZ7jMlm6roFmNluPlBxIDE60essIegLLpfLarVKpVIeD/UewQur1co9X8GbBLqDoQj40HkogjcJeMUNRSQSCX7LhDGHgUqW0b4F1HaIqJuJL+I4GraMxn1Eyqur1RumQxE/pDOXLFnSk25Wq7W0tHT79u3uKjk/+9nPenPf9PT0P/7xjzt37tyzZ8+FCxfa29ujoqLS0tImTZp00003XfOnymu+7ODBg1esWLFjx44DBw7U1NTodDqxWJyQkHDdddfdcsst7m3mASBk8RjeguIFqarUTw5+4rr8EYHVYf1g9wdTB02dPXw2D1tQAAAAAACEuCO/pvJ/dntWGEWFT9PAp0ggD2BMQeaHJWDcJuhXa9KkSbt37+7lrSFkYQkY+BCaS8A6O1V76h97/mGxe9kPcnDK4F9M/IVc3I9+TwQFloCBb2E67xoCCUvAwAcsAQsRbaed4hhGnhyKj9awBCwSGCppYyG5rJ7tPCFlP0BDXyVJ0jVfO0yHIsH5ZpszZ8769euDcmsAgCsakjrk2VufjVN4KdleUlfy+qbXNa2awEcFAAAAEDG0Z53b7jV+M9fYoem+MgtAbygGUN7Dno1JN9OtR2n033uT/QlffpgB9Pjjj/ewJ4/Hy8/PHzVq1JgxY3p5UwhxmAEEPoT+DCBOh6Xjg90fnGs81/WUWCC+b9x9xVnFgY+qn8AMIPAtTB+7QSBhBhD4gBlAQaevcG1dYDA3s0QkT+ZN/USuzAqteUCYARQhrC20PpfseiIi9RgavpwSJvnlwmE6FAnCLmDQHyABBD6ESwKIiFys6z8//mdryVavZyflTbp79N18Xtj8xA8jSACBb2E66oJAQgIIfEACKLjaq1xbFxhNjZcm/kjjmalr5Kr8EPp5jgRQ5ChZRpWraejvKOMuomspX+NVmA5FQivPCgAQUngMb86IOQ9OelAk8FIAfs/5PX/675/aze2BDwwAAAAgLLG0e5Gpc/aHiMzN7A+veqm9COAHhU/RbacoY64fsz/hCwkgAIArKM4q7q4k0Pmm88s2L6tqrQp4UAAAAABhiKFJ78hkSZd9DlVm8Sb9SRasiCDC8cTEYBrXRX2eAHK5UNMLAMJeWkza8zOeH5QyqOsprUm7/Jvl+8r2BT4qAAAAgLATnc2bvk6uSL/4UVSRyrtljVyagNkZAH3OzwkglmW/+eabxx9/vLi4OD4+XigUCgSC2NjYoUOHPvLII19//TXyQQAQpuRi+eM3PT5t8DSG8RygOFyO1ftXrzmwxuF0BCU2AAAAgDCiSOPd+n/yqEyePJk37VO5IhULUwACwZ9FoLds2bJo0aKysjIffbKzs1esWDF9+nR/3RRCE4pAgw9hVATaq+MXjv9z3z8tdi8r1XPicx658RGlBDVHewtFoMG3MK28CIGEItDgA4pAhwhjvctlp6iMUMz+oAg0+BamQxG/fbO98sorM2bM8J39IaKKiooZM2b87ne/89d9AQAC7Lr0656f8XxydHLXU+XN5Us3La1orgh8VAAAAADhRZ7MC83sD0Ck8s8MoJUrVz700EPulwUFBbNmzcrMzMzKyhIKhZWVlRUVFZs2bSopKXH3WbVq1U9/+tPe3xpCE2YAgQ/hPgOIY7KZPtz74anaU11PCXiC+cXzr8+/PvBRRQzMAALfwvSxGwQSZgCBD5gBBFeEGUDBZ6ymkqWkKqL8x4IdihdhOhTxQwJIq9Xm5ORotVoiGjBgwBtvvDF37lwezzOV63K51q5du3jxYo1GQ0Rqtbq8vDw6OrqXd4fQhAQQ+BAZCSAiYll22+ltX/34ldcfpCMyRtw//n6pUBr4wCIAEkDgW5iOuiCQkAACH5AAgitCAiiYrK10Zjmd/TM5LSSOo1nlJAy5H+ZhOhTxw4y7jz/+mMv+pKam7t27d/78+V2zP0TE4/EWLFiwd+/epKQkImptbV29enXv7w4AECwMw0wbPO2RGx6RCCVdzx6tPvrG5jdqtDWBDwwAAAAAIPw4jHT6LVqfQ6ffIqeFiMjaQmf+EOywIocfEkCbN2/mDpYtW5aSkuK7c1pa2rJlyzy+EAAgfA1LH/bCbS+kqLz89Gtsb3xzy5vbz2wPfFQAAAAAAGHDZaeyD2h9Lh1bTHb9ZadK/0iWhiCFFWn8kAAqLS0lIj6fP2fOnJ70nzt3LjdF6vTp072/OwBA0CVEJTx767PD0od1PWV32tceXvvPvf+0OqyBDwwAAAAAIKSxLqpeRxsL6YeHvSd6HAY6tSzgYUUmPySAmpqaiCguLq6HtTwUCkViYqL7CwEAIoBEKHnkhkfmjJjDY7z8XD1YeXDZ5mV1urrABwYAAAAAEKIavqVvRtHeeWQo77ZP/ATKnBfAmCKZHxJAYrGYiKzWq3i4bbFYiEgi8VI1AwAgTHElgZ6d/qxaru56tkHfsGzzMiwHAwAAgEhlanTZ2v2wxzT0C60Haftk2nELaX/sto9qCE1cS7fspfiJAYwskvkhAZSQkEBEOp2uvLz7pF0nVVVVbW1tRMTNAwIAiCRZ6qznb3t+SOqQrqe45WAf7fsIy8EAAAAgwpgaXN/MN25baLTpkQMCn/QltPsntHUsNX7XbZ+oXJrwKc04QRlzAxdYP+CHBND48eO5g/fee68n/d3dJkyY0Pu7AwCEGoVY8djkx+aNmsfnedkS8kDFgaWbltbqagMfGAAAAEBfMNa7vllg7NC4Wk85t92HHBB0w1hNPzxMm6+jmvXd9hHH07A36bZTlLmAiAlgcP2CHxJA7trPK1as+Oyzz3x3/uKLL959913uePbs2b2/OwBACGIYZkrhlCdufkIlU3U929je+MbmN7AcDAAAACKAsd619W5jh8bFvWw96fz250a7ATkg6MTaQscW08YCKvuAWKf3PgIFDXqWZpXToGeJJw5sfP2FHxJAs2bNGjlyJBE5nc4FCxbMnDnz0KFDXbsdPXp09uzZd911l8PhIKLi4uLbb7+993cHAAhZeYl5S25fguVgAAAAEKkMta5v5l/K/nCajzr3PmUOVkgQck6/SV9n0em3yGnx3oEvocKn6CdVNOxNEkYFNrj+RdD7SzAMs3r16okTJ2q1WiLauHHjxo0bU1NTs7KyBgwYQERVVVVVVVU1NTXuL4mJiVm1ahXDYEIXAEQ4bjnYjtIdXxz9wunyfNxxoOJAVWvVL6//ZaoqNSjhAQAAAFwzY51r2z1GwwWXR7tEzQx/CjM44H9YJzmM3k8xPEq/k4a9RYoBgY2pn2JY1j9z8w4fPjxv3rzKysor9szMzFy3bl1xcbFf7guhSa/X83i8qCikb8ELh8Oh0+mISCKRKBSKYIcTIOcaz32490OdSdf1lFggXjB6wfic8YGPKmTZ7Xa9Xh8TE8Pne6mjBNDe3m6z2YgIbxLojl6vZxhGqVQGOxAIRe6hiFgsxnj1mhnrXFvvNnZUe8n+TPtErsoP7x/O3FBEpVIJBH6YM9HfOYy0PocsjZ7tabPpuqUUPSgYMfVWmA5F/LAEjDNq1Khjx469+OKL8fHx3fWJi4t7/vnnT5w4gewPAPQ3+Yn5S25fMjhlcNdTVof14+8/fn/X+0ZrN89GAAAAAEKJodb1zQIv2R9pXCRkf8DPBHIa8sJlLfET6OZddP1XYZr9CV9+mwHkZrPZDh06tH///urqaq1Wy7JsTExMRkbGuHHjiouLxWJMBewXMAMIfOifM4A4LMtuObVlw/ENLtZzwEREMbKYByY8UJBUEPjAQg1mAIFvYfrYDQIJM4DAB8wA6qUOjWvrPUZjXZfsTwIz7RNFdI7fJhkEEWYA+ZnLThsHkqGCVEU0ZEkEbO4epkMR/yeAAAgJIPCpPyeAOD6WgzEMM7lg8p0j7hTw+/VoAwkg8C1MR10QSEgAgQ9IAPWGvsK1baHR1OBl7s/UTxSqvEjI/hASQH2hZj25bJRxZ2Rs7h6mQ5EI+f4EAAgj+Yn5L972otflYCzL7ijdsXTz0lpdbeADAwAAAPCh7Yzzm3mGrtkfWRLv1rWRk/2BPpE2izLuiozsT/jCtygAQBBESaIev+nxO4bfwed5eWJQp6t7c8ubu8/tDnxgAAAAAF61nnRuW2i0tHquIJHGM1P/JVcOwEdLgFCH71IAgOBgGObWIbc+e+uzicrErmdtDtu/D/773e3vtlvaAx8bAAAAQGeNhxxb7zFatZ7ZH3kyb/o6RXQuPlcChAF8owIABFOmOnPJ7UtuGniT17MldSWvbXjtZO3JAEcFAAAA4NZwwPHtz0x2g2f2R5HKm/apPCoTHyoBwgO+VwEAgkzIF84vnv+rG3+lEHspid1h6fjLzr+sObDG5rAFPjYAAADo52p2OL79mdFh8sz+RGfzpn+O7A9AOMG3KwBASBiWPuzlmS8PSR3S9RTLsnvO73ljyxs12prABwYAAAD9VtUm+86HjU6rZ7sqjzf1E7ksCR8n+wGHgUqWkgn7k0QCfMcCAIQKpVT52OTH5o2aJ+B52XCUqwy9tWQry3o+ggMAAADwO3MTu/dps8vh2a4u4t+6ViFLxGfJSOeyUdkHtD6Pjr9IJUuDHQ34Ab5pAQBCCMMwUwqnPDfjueTo5K5n7U77l0e/XLFzBSpDAwAAQF+TJjDX/1nKXL5hacIowbRP5GIVNvOOaKyDKlfTxoH0w8NkaSAiKl9JhvJgh+VnrMtl6+gIdhQBhQQQAEDISYtJe+G2F24aeBPDeBldnao99fLXL+85vyfwgQEAAEC/kjFVeP27MncOKHGM4OZVMqEC2Z/Ixbqo6hPaWEj7f0qGykvtLjudfDV4YfWJ+n37fnj5Zc3mzazTGexYAgQJIACAUMRVhl5006JoaXTXsyabac2BNSt2rNCZdIGPDQAAAPqPrBnC8W9IiaG0yYJbVsmEcmR/IlfDt/TNKPp+IXWUeTlb9QnpTwc8pr5iNxqrNm50Wq1VmzYdXrq07XTk/NV8QAIIACB0DUoZ9OJtL3qtDE1EJ2tPvr7p9SOaIwGOCgAAAPqV3LmiKSvlk/8u50uQ/YlQdVvom1G04xbS/thtH3kGWZoCGFPfqly/3m4wcMemxsaTf/nL+U8/DW5IARC4BJDFYmltbQ3Y7QAAIgNXGfresfeKBKKuZzssHR/s/uCD3R90WPrXAmYAAAAIpLSbBDxhsIOAvtD4Hf13In03g9q6f6YoTaHiv9DtpZR4Y+AC60sd1dX1+/Z5NMqSvZTgjDB+TgC1tbXt37/fo/Hbb78tKipSKBRxcXEJCQnPPPOM0Wj0730BACIYwzCT8iY9N/25jNgMrx2OaI68tvG1H6u7f2IDAAAAANBZ60HaNZO2T6Zmz1TIJaJYGvYmzTxPeY8Sz8vDyLDEsuc/+4wu31dXnpKSMmlSsCIKGL8lgL7++uvCwkK1Wn3PPfd0bv/qq6+mTp166tQpp9NJRM3NzcuXLx83bpxWq/XXrQEA+oMUVcpzM56bM2KOgO9lk/h2c/v7u97/YPcHBqsh8LEBAAAAQNjQ/ki7ZtLWsVS7sds+QiUVvUw/qaRBz5JAFsDg+lz9vn0dVVWdWxiGyZ03j+Hzu/mKyOGfBNDq1avvuOOO0tJSj3aj0bho0SL28tQaEZ08efLpp5/2y60BAPoPHsObNnjaCzNe8DEV6NUNr2IqEAAAAAB40X6G9t9P34zylfoRyKhgEc08R0WvkFAZwOACwWEyVW30/LsnFBer8vKCEk+A+SEBZDQaBoHJOwAAIABJREFUf/vb37qzPDzepWt++eWXNTU1RBQdHb1mzZojR44888wz3Kk1a9bU19f3/u4AAP1ND6cCGa1YbAsAAAAARERk19P++2nTEKr8F7Eu7314YipYRLPKaeSfSZIY2PgCpHLDBlvHZaUz+RJJ9uzZwYonwPyQAFqxYkVTUxMRKZXKTz755OTJk+5TX3/9NXfwyiuvLFy4cMSIEW+99dbDDz9MRDab7W9/+1vv7w4A0A9xU4Gem/5ceky61w5HNEdeWf/K8ZrjAQ4MAAAAAEKRQEGth7tP/QhpwH10+2ka+WeSJAU2ssAx1NTU793r0Zg5Y4YoOjoo8QSeHxJAe/bs4Q6WL19+9913y2QX1wc6HI6tW7cSEY/HW7hwobv/o48+yh0cP45PJgAA1y4tJo2bCsTneVmx3G5p/+vOv2IqEAAAAAAQw6eil7218yhjLt1WQuNWkyI74GEFDsuyZevWsa7LUmCypKS0yZODFVLg+SEBVFFRwR3ce++9nduPHz9uMBiI6LrrrouPj3e3FxUVCYVCIqq6vPASAABcLT6PP23wtGdufSY52vu+lUc0R3638Xcna096PQsAAAD9kO6c89Drlu7mgkDEypxHMcM6vWYo9Xa69ShNXEtRkV8Bp/HgQX1ZmUdj3vz5DM/Pe6OHMj/8VTUaDRHFxcW55/5w3PvBT5gwoXM7wzCJiYmEBBAAgJ9kqbNeuO2FaYOn8RgvP9W1Ju2KHSv+svMvWhO2XwQAAOjvWk44v1lgPP2h9eAr5mDHAgHGUNGrFw+TbqZbD9ENGyjmuqCGFCAOi6XyfwVq3OJHjlTl5wclnmDxUkD0akVHR5tMJqvV6tHuXhrmkQAiIrPZTET8frDLGgBAYAj5wjkj5gxLH7bq+1WN7Y1dO5yoOXG+8fzs4bNvyL+BYZjARwgAAABBV/+9Y+cvTXYjS0Rn/2WTqnnX/Voc7KAggNJmUcEiyrqH1GOCHUpAVW3YYGtv79zCE4n6T+1nNz/MAMrJySGijo4OrhQ0x+FwbNu2jYgYhpl8+Zo6o9Go1WqJKD3de+1SAAC4Ntnx2UtuX9LdVCCz3fzpD58u27xM06oJfGwAAAAQXNVb7dsfMHLZH86xdyyn/+n5IB8i3Mg/97fsj7G+vm73bo/GrBkzJLGxQYkniPyWACKilStXuhvXrl2r0+mIaMyYMdyCL7cvvvjC5XIREkAAAH2Amwr022m/TVR637yzuq36zS1vfnboM6sDAz4AAIB+xNLKOu2ejWfX2JwYEUBEK1u71qP2szQhIbU/1X5280MC6Gc/+xl38Oqrr3744YdarXbPnj1PPfUU1zhz5szOnQ8ePOg+VVRU1Pu7AwBAV9nx2S/e9uLUQVO9TgVysa4dpTte2/DaqdpTgY8NAAAAgiL/HtGIpySdW1T5/GmfyvlYBAaRq/GHH3Tnznk05t51F0/gh3o4YccPCaAbb7zxxhtvJCKbzfbggw/GxsZef/31DQ0NRKRUKn/xi19w3Q4ePDhq1Khx48a1tLQQEY/Hu++++3p/dwAA8EokEN058s4XbnshO977jp4thpb3dryH4tAAAAD9R9H/Ew9+6GK+J3G0YPrnclliP9oCCfobp8VS8Z//eDTGDx8eO3hwUOIJOv98t69YsSLW2/K5l19+2b3+q6ys7MiRIyx7ccXpokWLBg0a5Je7AwBAd9Ji0p6Z9swDEx6Qi+VeO5yoOfHq+le3n9nuwmawAAAA/cCo5yR580VpNwlu+VgmisK+EBDJqjZvtun1nVt4QmH2nDnBiifo/JMAGjx48IEDB2bMmMHjXbygQqH461//+uSTT3btzOfzn3jiiT/84Q9+uTUAAPjGMMzY7LGvzHplbPZYrx3MdvPaw2vf3PImikMDAABEPobGvS696e9yvgTZn/DhstK5v9CBnwc7jnBibGio3bnTozHj1lv7Ye1nN78te8vLy9u0aVNra2t5eXlsbGx2drY7GcRJSUm55557ioqK7rzzzry8PH/dFwAAekIpUT4w4YFRWaM+Pfhpq7G1awdNq+bNLW/eWHDj7OGzxQIUAwAAAIhYTH8sfhK2XDbS/B+dfJUMFUREOT+n+InBjik8VHzxhUftZ0lcXPqUKcGKJxT4+VtfrVar1WqvpyZPnjy5X9bZBgAIHUWpRfmz8tcfW7+jdEfXNV9ccegTNSfuGH7HyMyRDIMHgwAAAABB4rKT5tNLqR/Oqd/R5K3BiylsNB892nb6tEdj3rx5PKEwKPGECFT8AgDoX8QC8dxRc30Xh/7Hnn+8seWN0obSAMcGAAAAAOSyU+Vq2lhI+396WfaHiOq3UdOeIIUVNlw2W8VXX3k0qouK+m3tZzckgAAA+qO0mLTfTvvt/OL5EqHEawdNq+ZP//3Tu9vfvaC9EODYAAAAAPopLvWzaRDt/ykZyr33OfVaYGMKP5otWyxtbZ1beAJBTj+u/ezm5yVgNputoqLC6XT2sH9+fr6wf0/BAgAIFh7Du2ngTSMzR3559MsDFQe89impKzldf3pExog7ht8RHxUf4AgBAAAA+gvWQZX/olOve0758SBJpJQZxLqIwWQO78zNzTU7dng0ZkybJk1ICEo8IcVvCaBvv/128eLFJ0+etNlsPf+q+vr6pKQkf8UAAABXK1oa/cCEB0Zmjvy/Q//XavBSHJpl2SOaI8cuHBufM37WdbOUUmXggwQAAACIWKyDKtfQqde7nfLDkSRQ4TOU9ysSyAIVWVgqW7vW5XB0bpGo1em33BKseEKKfxJAf/rTn55++mmXy7Oe6BXJ5XK/BAAAAL0xNG1oQVLBtpJt/z39X6vD2rWD0+Xcc37PoapD0wZPm1I4BduEAQAAhAqWNFvtmbdiXUUYYl104Qs6/iJ1nPPVTRxH+f+PBj5JQjyHu4LmH3/sWvs59667+nntZzc/JIA0Gs1zzz3nzv7weLyYmJge7h0jlUp7HwAAAPSeWCCeed3MyQMnbyvZtv3MdofL0bWPxW75+tjX289snzp46pTCKQIedpEFAAAIJped9v3WVPG1ffhTkqGP4fFM+Ohp6kdN+Y8h9dNDToul/PPPPRpjCgvVQ4cGJZ4Q5Iex+9tvv221WoloyJAh77zzzrhx42QyzEkDAAhLCrFizog5N+TfsOXUlr1le1mW7drHYDV8efTLXed2zbpu1pgBY7BbPAAAQFA4TOzOX5nqdjuI6Mc/WmSJTO5cUbCDgitx2anyX1Sy9Aq1fsRqGvgU5T9GwqhARRb2KjdssOp0nVt4QmHevHnBiicE+SEB9OOPPxJRWlra/v37FQpF7y8IAADBpVao7x1778TciV/9+FV3m8G3Glo/2vfRztKds4fPLkwuDHCEAAAA/Zy5if32AWPb6f9tv8PS/ufNskReyvWYnxvafniYKj7y1UEUS4VPUv4ipH6uirG2tm7PHo/G9FtuQe3nzvxQOfzcuXNE9MwzzyD7AwAQSbLisp645Ynf3PybjNiM7vpUtVa98+07r296/UDFARd71ZXgAAAA4Brozjk3zTZcyv4QEZHLQd89ajI3e5m9CyEk95fdnhJG0aBnaVY5DX4B2Z+rw7LnPv2UvXw7cmlCQsbUqcGKKDT5IQHErf8aimV1AACRqDC58PkZz//y+l/62Ab+QtuFj/Z99OJXL24t2Wq2mwMZHgAAQH/TdMT5zQKjsd7zuQvDp5GLJdJ4LM0ObXFjKXmaZyOX+vlJNQ17k0SqYIQV3mp3726vrPRozF+wALWfPfhhfmBaWlppaanRaOz9pQAAIAQxDDMyc+R1adftOrdr88nNBqvBa7dWY+uXR7/cWrL1hvwbJhdMxobxAAAAfqfZYt/zhMnZZcdOgZS5/j1p+hR83A0HRa9Q/daLx0Il5f2KBi1G3uea2To6qjZs8GhMKC5WFRQEJZ5Q5ocZQDfccAMRHThwoPeXAgCAkCXgC6YUTlk2Z9mcEXMkQkl33YxW4+aTm5/76rmP9n1Ur68PZIQAAACR7cxH1l2Pecn+iFXMLavlyP6EjbixlDyVxGoqepl+osGsn14q//xzh/myGegCiSTnjjuCFU8oY7zu8HJVTpw4MXz48PT09MOHD8fFxfklLAh3er2ex+NFRWHlKnjhcDh0Oh0RSSQS1A4LU3qzfuOJjfvK9jldTh/dGIYZmjp02pBpOfE5V3V9u92u1+tjYmL4fH7vIoXI1N7ebrPZiAhvEuiOXq9nGEapxFRE8MI9FBGLxWEzXmXpyFuWU3/vkvshUqTzbl4lj872w6N9cOOGIiqVSiDom6LaRg2JYlHop/d0586dePddj7RG3vz5Kddf36f3DdOhCP+VV17p5SUSExOlUunnn39+6NCh+fPnC7HKDoisVivDMGKxONiBQChyuVwWi4WIBAKBSITNSsOSRCgZmjZ0Uv4ksUBco62xO+3d9Wxsb9xXtu9k7UkhX5iiSunhnvEul8tqtUqlUh4Pw1nwwmq1Op1OIsKbBLqDoQj40HkoEhZvEqeF3f1r8/n/s3U9FTeUP+1ThSIVPwn9jBuKSCSSvvotI1IRPwzeeyHO5XCc/Nvf7IbLqhNEZWTk3X13D8ec1yxMhyJ+SAAR0YQJE/h8/scff7xy5UqxWDx48GB8qOvnMOoCH5AAihhigbggqeCGghtkIlm9vt5it3TXU2/WH7tw7FDlIQFPkKJK4fOu8JwECSDwLUxHXRBIGIqAD+GVALJq2e2/MNXucnQ9lTJRMOUjuTgaVZ/9r88TQOAP1d980/Ljj51bGB5vyCOPiFV9vqQuTIciflgCtnTpUu7gu++++/bbb7nj5OTknJwc1ZX+3Td0qdUEkQFLwMAHLAGLSE6X81DVoa0lW+t0db57SoXSUVmjxmaPzU3I7a4PloCBb2E67xoCCUvAwIcwWgKmO+fc/guTocZzwy8iypsvGve6lOmb9UnQ50vAoNfMzc2Hly512S+bh5564425c+cG4O5hOhTxw7v5xRdf7NpYX19fX4/anwAA/QWfxx+bPXZs9tiyprKtJVtP1JzorqfZbt5zfs+e83uSo5PH5YybkDtBIUYeEAAAwFPdXseuR022Di8P7Ic8Ih75bLcbMgD0B2Xr1nlkf0RK5YCZM4MVT1hAOhMAAPwpNyE3NyFX06rZdnrbUc1RF+vloSWnXl//5dEvNxzfMCx92ITcCQOTBvb1am0AAIBwcfZftoOvmtkuey0wfBq3TJo3D4vog8TWRuUf0cAniAmbVT8Rqenw4baSEo/G3Hnz+BIkRn3xQwJo5cqVvb8IAABEkkx15kOTHmod0brr7K7d53ab7ebuetqd9kNVhw5VHVLJVGMGjLk+//o4BTaUBACA/ot10tHfW06972XDL6Gcuf5dWdpNeIofDNYWOreCzv6ZbDqSpVHm/GAH1H85LJbyL7/0aIwpLIwfPjwo8YQRP9QAAugKNYDAB9QA6m8sdsu+sn3bTm/TmXRX7MwwzMCkgaMyRmUrsxPjE8NoTTUEUpguvIdAQg0g8CHEawBptti/e9TUtV2RzpvyoVyVh4kngXBZDSBLA535PZ1/nxzGi6dVQ2j6cUwCCpaytWtrd+3q3MITCotffFESF7iHiGE6FEHyGAAA+pZEKJlSOOWGghuOVB3ZW7b3fNN5H88eWJY9U3+mpLZEQILrB14/KX9SWkxaIKMFAAAIrszpwoJ7RWfXXLbpe/xw/uQP5NI4rJUOLGM1lf2Zyv5BzsvnMutOUc1/KH1OkMLq1zqqq+v27PFozJg2LZDZn/CFBBAAAASCgCcYkz1mTPaYpvam78u/31+x3/eEIJPNtPPszu/OfZeqSh2ROWJExogUVUrAogUAAAii0S9LO6pcdXsvbv2eNUM48Q9SvgTZn8BhTBp56duC2n+R0+K9x6nfUfodRPifElgsW/bZZ6zrshKTssTE9FtuCVZE4aXPE0Aul4vHw9Q4AAC4KEGZMHv47J8M+0lpQ+me83uO1xx3OB0++tfqamt1tRuOb4hTxA1NGzoyc2ROfA7KRQMAQATjCejGv8k232nUnXcOeVg84rcSLDYKHP1pKnlDoPk/AetrfEJOK5kbSJocqLCAiKh21672qiqPxrwFC3gCTG3pET//M7Esu3Xr1k2bNh04cKCqqkqn0zmdTpVKlZaWNn78+OnTp8+cORP5IAAAYBimMLmwMLmww9JxsPLg3vN76/X1vr+kxdCyo3THjtIdcYq4ERkjRmaNzIzNRCYIAAAiklDB3PQPWctx54CZwmDH0m/oTtKZ5VT1CXXdfa2z6ME06BnKWkhM2FR+iQy29vaqjRs9GhNHj1bl5wclnnDkzyLQW7ZsWbRoUVlZmY8+2dnZK1asmD59ur9uCqEJRaDBBxSBBq80rZoDFQcOVh40Wo0ul8tms4nFYt/5nRhZzPCM4UPThhYkFfDwbLQ/CdPKixBIKAINPoR4EWgIgpYDVLKUajcR+fx0HDOchiyh9NlY+RUUpz/8sPno0c4tfIlk9Msvi4Lxoz5MhyJ+SwC98sorr776ag87v/baa0uWLPHLfSE0IQEEPiABBD7YnfYTNSe+K/3u5IWTIpGohxN8FGLFkNQhIzNHDk4ZzOeFze9guGZhOuqCQEICCHxAAgguad5Lp9+iWs95JZ5ihtPg5yjjLqR+gkV75syJFSs8GvPuvjtl4sSgxBOmQxH/LAFbuXJl5+xPQUHBrFmzMjMzs7KyhEJhZWVlRUXFpk2bSkpKuA4vvfRSRkbGT3/6U7/cHQAAIoaQLxyZOXJoytCy2rJz2nPHao7V6equ+FUGq+FAxYEDFQeiJFGDUgYNThlcmFSolOKDHwAAAHSjeS+dfIUatl+hW/wEGvQspc4MSEzgncvhKFu3zqMxKjMzZcKEoMQTvvwwA0ir1ebk5Gi1WiIaMGDAG2+8MXfu3K6Fflwu19q1axcvXqzRaIhIrVaXl5dHR0f38u4QmjADCHzADCC4IrvdrtfruScqLYaW4xeOH9EcqWipuKrfWVzR6KFpQ/MS8wQ8lAaMKGH62A0CCTOAwAfMAAI6/SYde853F1vcFP7Ql/hJ1wcmIvChasMGzTffdG5h+PwRv/2tIj09WCGF6VDEDwPijz/+mMv+pKam7t27NyXF+za9PB5vwYIFEydOLC4ubmhoaG1tXb169eOPP977AAAAIILFKeKmFE6ZUjiluaP5aPXRo9VHNa2anmSC3EWjxQLxwOSBg5IHDUoelKBMCEDMAAAAENKyFtKJl8ll83aOodTbHAOfa+fnq1SqQAcGXRjr6qq3bfNoTL3hhiBmf8KXHxJAmzdv5g6WLVvWXfbHLS0tbdmyZT//+c+5L0QCCAAAeig+Kn7a4GnTBk/TmrRHNUdP1p4823DWxbqu+IVWh/X4hePHLxwnojhFHLf72KCUQVKhtO+jBgAAgNAjS6cB91H5h5c1MjxKmUFFr1LsCNZuJ70+SMFBJyx77pNPWNdl4z2RUpl1223Biiis+WEJWEZGxoULF/h8vk6n68lqDoPBoFKpnE5nRkYGtxwMIg+WgIEPWAIGV9R5CZiPbjqT7tiFY0erj55vPN+TTFBnfB4/Jz5nUPKg/KT8zNhMAR9rxMJJmM67hkDCEjDwIShLwMzNrGaLfeD9osDcDq7MUE4bBhLrICLiCSlzAQ1+npQDuZPcUESlUgkEGCEEU+1333Wt/jP4oYfihg0LSjxuYToU8cO7uampiYji4uJ6+EFOoVAkJibW1dVxXwgAAHBtVDLVjQU33lhwY4el49iFY8cuHDvXeM7m8Dqd25PT5TzXeO5c4zkiEglEA+IG5CXk5SXmDYgbIBaI+zhwAADoX9pOO3f+0mSodfFElL8AOaDQoMihzHlU/TllzqchL1FUbrADAk/WtrbKDRs8GtVDhgQ9+xO+/JAAEovFVqvVarX2/EssFgsRSSSS3t8dAAAgShI1KW/SpLxJLtZV0VxxouZEaUNpdVt1D2e52hy2sw1nzzacJSIew0uPTc+Jz8lNyB2YNFAulvdx7AAAEOGqNtr3PWN2mFkiOrjEHJ3DSyzGpJLQMOxNGr6cpFcoYwLBcn7tWqfF0rlFIJHkLVgQrHgigB9+9CQkJLS3t+t0uvLy8pycnCv2r6qqamtrI6LExMTe3x0AAMCNx/ByE3JzE3KJSGfSna4/fbru9On600arsYdXcLEuTatG06rZUbqDYZhUVSo3MygvMU8pwVoSAAC4Okfespx6/9KTcpeDdj1muv1rhSzJc9NkCAIZqgiHrqbDh1tPnvRoHHDHHeKYmKDEExn8kAAaP358WVkZEb333nvvvPPOFfu/99573MGECRN6f3cAAACvVDLV+Jzx43PGsyyradOU1JaU1JVUtlT2vFoQy7I12poabc3OszuJKFGZmJuQmx2fPSBuQHJ0Mo/B2B0AAK6A1+XzlrmJ3fu0eeoazDAF6JbdaCz//HOPRmV2dgpyCL3jhwTQnDlzVq9eTUQrVqwYN27c/PnzfXT+4osv3n33Xe549uzZvb87AACAbwzDZKmzstRZtw29zeqwcmvEjl843mpsvarrNLY3NrY37ivbR0RigTgtJi1TnZmpzsxLzFPL1X0TOwAAhLfhT0r05S7NFru7JSqTN/plbEMJ4EvFl1/aOjo6t/AEgoKFC4lhghVSZPDDLmAsyxYXFx85coR7efvtt7/00kvFxcUe3Y4ePfraa699/fXX3Mvi4uKDBw8y+P8XobALGPiAXcDginq4C1gvNXU0nW88f77p/PnG8y2Glt5cKlYeOyBuQHZ8dpY6K1OdKeQL/RUkeBWmW29AIGEXMPAhwLuAOUzspjuMunNOIkq5XnDDuzJRND4EhTrsAhZEunPnTrz7rkemIuv22zOnTw9WSF2F6VDEDwkgIjp9+vTEiRO1Wq27JTU1NSsra8CAAURUVVVVVVVVU1PjPhsTE7N3795Bgwb1/tYQmpAAAh+QAIIrCkwCqDOdSXeu8dz5pvNlTWX1+vre/HLkMby0mDRupViWOitRmYinHX4XpqMuCCQkgMCHwG8Db6hxbZxlyLxVOPY1KYN8Qi+xLqpdT+f+QpM+J2F0H90ECaBgcdnth5cuNTc3d26UJSaOfP55Xij9vwjToYh/EkBEdPjw4Xnz5lVWVl6xZ2Zm5rp167pOEYJIggQQ+IAEEFxR4BNAnVnslsqWyjP1Z8qayjRtGofT0ZurdV4slhGbkRydjHxQ74XpqAsCCQkg8CHwCSAiMrew0jj8/O8dl500n9Lpt0h/moho2Js06Nk+uhUSQMFS8Z//XPjvfy9rYpjhTz6pzM4OUkTehelQxG/v5lGjRh07dmz58uV///vfmy9P17nFxcX98pe/fPbZZ/HLGAAAQpZEKClMLixMLiQii91S3lzOrRSraqlyuK46GWR1WMuby8uby7mXUqHUnQzKisuKU8T5OXoAAAhJyP70istKms/o1O+oo+xSY+mfqGAR8VFQKXIYa2trtm/3aEy94YZQy/6EL7/NAHKz2WyHDh3av39/dXW1VqtlWTYmJiYjI2PcuHHFxcVisdi/t4PQhBlA4ANmAMEVBXcGUHccTscF7YWq1qrKlsrKlsqm9qbeX1MmknH5oEx1ZmZsplqBYtI9EqaP3SCQMAMIfAjKDCC4RvYOqvgnnX6LzPVezhb/lfJ+1Se3xQyggGNdrh+XL++oru7cKIqOHv3SS3yJJFhRdSdMhyL+fzeLRKIJEyZgi3cAAIgwAr5gQNyAAXEDJhdMJiKL3VKjrSlvLi9rKqtorjBYDddwTZPNdKb+zJn6M9xLqVCaokrBejEAAACyNNH5v9LZP5NN122fM8sp9yFCXaWIULNjh0f2h4jyFywIwexP+MK3CgAAwLWQCCW5Cbm5CbnTBk8jIp1JxyWDNK0aTavmGhaLEZHZbvZYL4Z8EAAA9DuGcjq9nCpWkcvqq5tATqmzyGEmIaZxhT1LW5tm82aPxoSRI9VDhwYlnkh11Qmg2tpa7oDP5yclJfk7HgAAgLCkkqlGZo4cmTmSiGwOW3VbdVVrFZcMaupourYF1x75IIVYwWWCuD+xXgwAACKN9jiV/oGqPiXW53MUoZKyf0aDFpM0OVCRQd8698knTutl+T6+RJJz553BiidSXXUCKC0tzX1w4cIFIpo5c+Y1337Dhg3X/LUAAAChSSQQcZODuJdmu7m6tVrTpuHyQc0d3rdKuCKD1VBSV1JSV8K95PJBmerMLHVWpjpTJVP5J3oAALiSluPOuKF8wqRMP2reS6ffotpNRD4fmUgSKO9XVPAbEuG3XuRoOHhQe+aMR2PuXXeJoqODEk8E88MSsI0bN/b+IgAAAJFKKpQWJBUUJBVwL7niQZpWTXVbtaZV09DecG3zgzzyQdHSaPf8oAFxA6IkmA8PANAHWDr1d+vR5ZYRz0iGPIz9bXqNddGFL+j029R2+Ao9o3Kp8BnKvp94+GePKHaDofKrrzwaVXl5iWPHBiWeyHbVu4C5qw+4ZwD1ph6B3/cgizB6vT5M/4mcTicRhVE5dAgwh8NBRDwej8fjBTsWCEUsyzqdzn6y74bJZqrWVtfoai5oL1S3VevM3Ze6vBqxstiM2Ix0VXpGbEZ6TLpYEFHDZafTyf1+5PP5fqyLZHPYnKzTZDM5XA6bw2axW5ys02K32Jw2h9NhtpvtTrvdabc4LA6nw+a0SYXd7j3c9ZREKJGL5AqxQi6WK8QKuUguE8l4DH4G9hUMRcAH7rcMETEMc1VvEoeRji5h6ncSETE8GvsemzC+j2LsF4R1X0rPL+MZy313cyqLLNm/sSf/hJjAfUdzbxL//pYBryo+/bTtxx87t/AEgkFPPCGJjw9WSD3hHooEfbwqk8lEIlEPO191rBMnTuQO4v/3/2PlypVXexHoIYFAEKYJIJfLxTBM0L8ZIDSxLMslgPAmge64XK7+M+pSCpRDZENtg2RPAAAgAElEQVSGpA7hXhqsBi4TVKOrqW6r1pq013ZZrVmrrdUerz1ORAzDJEYlZsRmJCmT4hRxcYq4OHmcRBjGe2q4XC73qMv3m8TqsJrtZqPVeOlP28Vjk83kbjfZTRa7JVDhX6IQK2QiGZcPkovlUZKoS8fiKJVMFSWO6g/fBX3B5XJRCIzLITRxv2WIiMfj9fxNojvLHnjCZbxw8SXroiPPM1M+48tS+yjMyCewN/nO/jjVE215TzoTbqaAb/TlHorgaWWf0pWWao8d8/hNlz59uiI51Ks7uYciQR+vXtXdr3oGEEBP6PV6Ho8XFYUFCOCFw+HQ6XREJJFIFApFsMOBUGS32/V6fUxMDJ7ed1g6uJVi3J9txjZ/XTlKEhUfFR8fFR+niItXxHPH0dLwWGzfpm3TGXUmm0kgFZjtZpPNZLAaDBaD0WY0Wo1Gq9FoMxosBm4uT7CD7RU+j6+UKGPlsdHS6Bh5jEqmipZGX3wpixHyhcEOMHTp9XqGYZRKZbADgVDkHoqIxeIejlcr19u/f87sMHl+dIodxJ/xhZwvQaL2mjiM9HUWWVs82xkepcygwc9T3LhghEX0v6GISqVCHrnvuGy2w0uXmlsuewPIU1NHLl7MhHzerb293WazEVF4jVfxbgYAAAhdUZKowSmDB6cM5l76MR/UYenosHRUNFd0bhQJRPGK+DhFHJcYipJEiQQisUAsEUqkQqlYKOaOe/VX8sZkM5ltZm62jsVusdgtJpuJO+D+u5jlsRhMdpPBYugwdXDzO8RicWRPkHG6nFqTtruJYHKxnMsEcemhKEmUUqJUSpRRkqhoWbSPFWoA0HOsg47+wXLqfe/7kcddx2f4kfxTqG8J5JT3KJ167VILT0SZ82nQYooeFLywIEAq1q/3yP4Qw+TffXfoZ3/Clx8SQG+99RYRjR49evLkyT38kg8++ECr1aampt577729DwAAAKCf8MgHtZvbNW2aqpYqTatG06ZpN7f38vo2h61WV1urq/XdTSKUSIQSEV8kFUklQolYcCkxxJXLcfe02C0u1uV+abKZ3MdWh9Wd3+ll2P0WN92pTlfn9ayQL4ySRKlkKoVYoZQoo2XR7gyRUqqMkkTJRLIABwwQdixt7O7HTfXfe5lLyBfTmFelefN7WnoDvCtYRKV/IIeRBArK+TkVPk2y9GDHBIHQXlVVt2uXR2P6TTcpBwwISjz9hB8SQIsXLyaip59+uucJoFWrVu3fv3/gwIFIAAEAAFwzpVRZlFpUlFrEvWwztmlaNVWtVVUtVdVt1Z2zLf6FrE1YsDvtbcY2H9PE+Dy+QqxQiBVRkiiu/JBColCIFVx6iDulECsie44VgA9Nh527HjOZGl1dT8mTeTf+TRZ3Xdis+whdYjUV/pZ4Qsr7FYligh0NBIjL4Tj373+zrsu+uSSxsZm33RaskPqJ4CwB40YSdXXeH1gBAADANYiVx8bKY4dnDCcilmWbOpq4fJCmVXOh7YLV4X39Qn8m4AnkYrlcLJeJZFKhVCQQSYQSIV/ITWgS8AVSoVTIFwr5QplIJuALRHyRRCgR8ARSkffVVWa72Wt1RafL6a5S1GHp4I4NVgN30GHpMNvNffx39cLpcurNer1Z76MPwzDuTBCXHoqSRHEbmXEtXKoowraZAyCi0tW2Q6+bXXYvp1ImCa7/s0wcg9yonxS9HOwIINCqNm0ydskG5N19N1+M3yZ961oSQNu3b+/aqNFovLZ7cDqdJSUlBw8evIb7AgAAQA8xDJOoTExUJo4eMJqIXKyrxdDS3NF86T9Dc3NHs93p7cNNmLu44bpEIRPJuOSOXCyXCTsdi2RysVwukosEfl674WNRVSIl+vjCixkiq8FoNbab2w1Wg96s15q0OpNOZ9JpTdpgTbliWZYrF+W7m4An4NJDXIbIfczNJ3Inj7DtPYQFh4n9/jlz5XpvPx4ZGvKweMTTkgBuRw4QaTqqq2u6pA4SR4+OHYTCT33uWhJAN998c9fGdevWrVu37qquk5+ffw13BwAAgKvFY3gJUQkJUQke7TqTrrmjucXQwuWDuOMrftoPCi7FwG2azmf5IkYkF8sTYxOjpFEKiUImlCkkCi6tw+eF3yczPo8fLY32sQub1WHVGrU6s45LCXFZIS5J1G5u71xoKSgcLgcXle9uMpHs0uIyyf9yQ/9LG0VLoxVihYCPLUogmLRnnbseNekrvHxPCRXMxN9LM6Zh9z2Aa8c6nWf/9S/W6ezcKFIqc+66K1gh9SvB/BW7aNGiIN4dAAAAVDKVSqbKS8zr3GixW1oMLVqT1mq/uC2X1WG1OWwmm8nqsFodVne7zWGzOqy+iw3xGF7njcO4hVRExOPxpEKpVCjlSkpz/8lEMolQIhFcapGL5dyCrM5bnofp3qu9IRaIk6KTkqKTup5ysa52c3uHtUNv0ndYOvRmfbulnTvgJu+ETkbPZDOZbKZGavTRRyaSKaXKKHGUUqrkMkRcBWvuQClVYrkZ9J3yL20Hlli67vVORMoBvMnvy1T5/eIHDkDf0WzZ4mXx1/z5Qrk8KPH0N9eSABoyZEjnl6dOnSIitVqdnJzcwyukpaXdc88999133zXcHQAAAPqURChJi0lLi0nr+ZdYHVan69LTPGwvFUg8hscl8tJjvG+d43Q5Oywd7Zb2dnO7+0+u/FC7pZ2rRhQ6iwG5JFEDNXTXQSQQKSXKaGk097dWyVTR0miVVKWUKmNkMZ2zjQA957SwB16ylK2zeT2bOV04YblUKEfRn8s17abWQ1T4VLDjgLBhqKmp3rrVozGhuDhu2LCgxNMPXUsC6OTJk51fchWdH3jggeXLl/snKAAAAAgrmJQRyvg8Ppco8dHHYrdwc4Uulqa2GrhSRFx6iDsOkTriNoetxdDSYmjxelYsEMfIY5QSpYSRRMuik2OTuVSRWqGOlkajCBF4pa9w7XrUpD3r7HqKJ6CRiyWDfoEfcZ2wLrrwJZX+gVoOECOg9DmkwL7dcGWs03l2zRqPnb9EUVG5WPwVQFhlDQAAANDfcQvu4qPiffRxuBwGi4GbocP9pzfrdSYdd2y0Gk02k86kC8qOZm5Wh7VB39Cgb+AWCYpEl+p8c9veq2SqOEVcnCIuPiqeq7uUFJ2EDGZ/Zutgt9xpsOq8LPuSJfFuWCFLGIllX//jspLmMyp5g9pLL7awDir9E416N6hhQXio3rrVcOGCR2Pu/PlChSIo8fRPfkgAvf7660Q0duzY3l8KAAAAAEKTgCe44kwiIrI6rB4TiC6bWxQC295rWjWd2xmGiZZGx8pj1XJ1rDw2Vh4bp4hLUCao5epwLCgOV0sUxRQ9Kj68zHOjveTxgkl/lknjsOyLiIgsTXRuBZ3/G1m7TL6r+CcVvUxidTDCgrBhrK3VfPONR2PCyJHxw4cHJZ5+yw8JoBdeeKH3FwEAAACACCAWiMUCsVru69Ogw+lwrzVzV6rmSll3WDr0Jn2HtcPm8F6Nxe9YluW2MKtorujczufx1XJ1gjIhUZmYEJWQqExMUCbEymK56gcQSQY/KG4+6tR8c7ESFsOnoY+Jr1skwZJBIiJDOZ19l8pXkqObev8OI53/Cw15KbBhQTi5uPjr8p2/hApF7rx5wQqp3wrOErD09HSdTrds2bLHH388KAEAAAAAQLAI+FeeTGR1WLlMkMFq0Jv0XOFqrqXd3K41afs6Q+R0OZs6mpo6mk7VnroUOU/gTgklKBO4xFC0NLpPI4E+x9D4t6Rtp50d1S5JLDPpHVnKJBTKIGreS2d+T7UbiHX56sYIyNoWqJggLFVv29ZRXe3RmIfFX8EQhB9tFRUVNTU1RFRSUhL4uwMAAABA6BMLxAnKhARK6K6DxW7RmrRcHSLuT/eB3qy3UZ+khxwuR52urk532R7GEqEkRZWSqkpNi0lLUaWkxaRhI7ywI1IyN6yQHf29ZeJymTShf0/yYl1U8xWd+T21HLhCT4GCch+kgt+QPDMgkUFYMjY0dN35S11UFD9iRFDi6ef8lgByOp2bN2/et29fa2urj25Wq3XLli3csdFo9NfdAQAAAKBfkQglydHJydHJXs/WNtV2WDscPEe7pb3N2NZqaG0ztrWZ2tqMbQ6nw7+RWOyWiuaKzivIYmQxXCYoNSY1VZWapEwS8DGjJNSpi/i3fCwPdhRB1bXGc3ckiZT3CBUsIlFsQCKDcMU6nWdXr3bZ7Z0bBXJ5/sKFwQqpn/PPr6Kmpqbbbrvt8OHDV/VVU6dO9cvdAQAAAAA6U4gVUZIopVLp0c6yrN6sbzW2thnbuMQQd9xqaPXjPvdak1Zr0pbUXZztzufxE5WJqarUVFUqlxJSK1AxF0KJpYnO/YXO/9VLjWcP0YOp8CnKWkg80RV6AhDVbN/eodF4NObNmyeKigpKPOCfBNDChQuvNvtzzz33LETaDwAAAAACiGEYrvxQTnyOxymj1dhqbG01tDYbmpvamxrbG5s6mnQmXe9v6nQ5uYVjh+gQ1xIlicpUZ2aps7g/lVLPRBVAgLisdOgxqlpDTs990DwlTqbCpyllOlH/XiIHPWZqbKzavNmjUV1UlDBqVFDiAfJLAujYsWPffvstd1xUVDR9+nSRSPTFF1+cOXOGiB555JG0tDSWZZuamtavX6/RaIho6dKlzz//fO9vDQAAAADgF3KxXC6WZ8RmdG50uBw6k65OV1evr2/uaG4xtHB/9vJeHZaOU7Wn3OWlo6XRmerMjNiMTHVmdny2QozCqBAoPDHpS3xlfxgepcygwS9Q3NgAhgXhj2XPrlnjufhLKs1bsCBYEQH5JQH0/vvvcweTJ0/esmWLWCwmol//+tfp6ekWi6WgoOA3v/kN1+Htt9++6667Nm3a9Pbbb99xxx2FhYW9vzsAAAAAQB8R8ARxirg4RdzQtKHuRpPN1NTR1Nje2Nje2NTeVKera2hvcLqcPq7jm96sP1Fz4kTNCSJiGCYhKsE9PygjNkMkwFob6EsDn6S9c720CxSUdQ8VPk1ReQGPCcLehW+/ba+o8GjMnTdPrPK1/yP0NT8kgLiZPkT00ksvcdkfIoqLi5syZcqmTZt27NjhTgBJJJKvvvpq9OjRx44de/TRR3fu3Nn7uwMAAAAABJJMJMtSZ2Wps9wtDqejob2hTldXo62p1dXWamu1Ju21XZxlWS619EPlD0TEY3gpqpQBcQOy47Oz47ITlYkMgwU4V+YwsQ4zSdT4t+qB9DtIkUOG8kstqPEMvWNubKzatMmjMXbw4MTRo4MSD7j5IQHE7enO4/EmTpzYuX3o0KGbNm06e/Zs50ahULh48eIFCxZ8991327dvnzJlSu8DAAAAAAAIIgFfkBaTlhaTNnrAxY83Zru5qb2pXl+vadXU6+svtF0wWA3XcGUX66rR1tRoa/ac30NEEqEkVZWam5Cbm5CbE58jF/fvXau6oTvn3PW4Waxipn0iZ/jBjib0MXwqWERHfk1EFD2YBj5JAxYSTxzssCBssezZf//bY/EXXyLJv/vuYEUEbn5IANXV1RFRXFycQHDZ1fLy8oiooqLCbrcLhUJ3+1133SUSiWw227p165AAAgAAAIDIIxVKM9WZmerMsdkXK6e0GltrtbU12hpNq0bTqrm2KUIWu6W8uby8uXxryVaGYVKiU7LjszE56BKWzqyyHnnT4rQREZ38m3XoY0hk9EDOz6lxJ+U9TMnTUOMZeunCjh368nKPxty5c8UxMUGJBzrzQwIoKirKYrHYbDaP9pycHCJyOBxlZWWdy/3w+fzs7OzS0tLdu3f3/u4AAAAAAKFPLVer5Wp3LSG9Wa9p1VS1VlW1VGlaNdcwP4hl2Vpdba2ulpscJBPJsuOzB8QNyInPyY7PFgv6XeLDqmX3Pm2q2eFwtxx7x5I0VpAwCrOArkSgoOu/CnYQEAnMLS2aLou/VAUFiWPGBCUe8OCHBFBaWlpzc7NOp+vo6IiKinK3cwkgIjp69KhHveekpKTS0tLa2tre3x0AAAAAIOxES6OHpg1154N0Jl11W7WmVVPdVl3eXG60Gq/2giabyb2zGI/hJSoTuZViBUkFMbJ+8eDd1s42/nBZKW7WSbsXmWZuVohVmNUC0PdY9uy//uW0Wju38SWSgffdh/mJIcI/CaAff/yRiD777LMHH3zQ3Z6SkiKVSs1m88GDBxcuXNj5S5qamojIY8kYAAAAAED/pJKpVDIVlw9iWbahvUHTqqlqqapqrbqgveBwOq54hc5crKteX1+vr+cmB3HJoLyEvNyE3Pio+D75C4SAqEzemFcle58yd25kWTLWu8QqTAIC6HMXtm/Xl5V5NObeeScWf4UOP6RgJk2atGHDBiJasmTJiBEjRowYwbUzDDN8+PDvv//+3//+95tvvimTybj2mpoarjI0VyQIAAAAAADcGIZJjk5Ojk7m6gfZnfbqtuqK5oqK5oqKlgqdSXe1F+S2FdtXto+IoqXReYl5uQm5ufG5qTGpPIbn/79A8OTMEdXtcVT852L12fRbhBPekopjMPUAoM8Z6+urNm70aIwZODBx3LhghAPe+SEBdP/997/22msGg6GhoWHs2LGTJk1atWpVeno6EU2fPv37779va2t74IEHVq1aJZVK29vbH3roIafTSUQDBw7s/d0BAAAAACKYkC/Mic/Jib9YXUFr0pY3lVe0VFS2VFa3VV/t5CC9WX+46vDhqsNEJBFKuGVi+Yn5WeosPi8SpsmMWyptOe401rlGPisp/Jk4kisasy6q20Rn36W8Ryn9jmBHA/0a63SWrlrlZeevhQux+CukMCzL9v4qK1eufOihh9wvDx8+PHLkSCKqqanJy8uzWCxEJBQKMzIyqqqquOwPwzBHjx4dNmxY7+8OIUiv1/N4vM41oQDcHA6HTqcjIolEolAogh0OhCK73a7X62NiYvj8SPg0An7X3t7O7T6BNwl0R6/XMwyjVCqDHUjfcrGuC20XyprKqtuqy5rKWgwt13wpkUCUHpOem5BbmFyYl5gn4IVxrYa2EifDp5iB3f5wcA9FxGJxWI5XHQaq+oRK/0TtpURECZPoZuyu42fcUESlUqFuSU9Url9fvXWrR2PBwoVJ48cHJZ4ACNOhiH/ezQ8++KBIJHriiSfa2to6t6elpS1ZsuSFF14gIrvdXt5pN7if//znyP4AAAAAAFwzHsPjNpvnXmpN2rKmsvLm8vON52t1tVf1oNfmsLk3mBcLxDkJOfmJ+WE6Myh2cJgFfBXM9VT2dzr7Htk6fexq2kOtB0mNXZYgONorKi78978ejeqiogjO/oQvv6Uz77///rlz527duvXkyZMJCQnu9ueff57H473++utG48W9DPh8/muvvbZ48WJ/3RoAAAAAAGJkMcVZxcVZxURkspm4hM75xvNVLVUO11WsFLM6rKfrTp+uO01EF5NBCfn5SWGZDIocrYeo9I9U/Tmx3v5Xlv6ZJnwS8JgAyGWznV2zhnW5OjcKFYr8e+4JVkjgg3+WgF1Ra2vr999/39DQkJ+fP2zYsOjo6ADcFIIIS8DABywBgyvCEjDwLUznXUMg9ZMlYD1kd9o1rZrzjefLmsvKm8rNdvOVv8YbLhlUkFgwMHlgRmxG+BaQDqclYO5CPw3f+urGCGhWOckzAhVW5MMSsB46/9lndbs9VyAOevDB+OHDgxJPwITpUCRA72a1Wj1z5szA3AsAAAAAANyEfCFX7JmIWJat1dVyyaCyprKr2lPs0sygH0kmkuUn5g9MGjgweWBydHKfxd6P2fVUtpLOrSBj1RV6CuSU/TPiCQMRFUAn2tLS+j17PBqTxoyJ+OxP+PJDAuitt94iotGjR0+ePLmHX/LBBx9otdr/z96dxzdVpQ8Df+7N2iRNk6ZbujddaAstpS2laAEVFXXcUURwRB1x+ek4jo7MqDM68+rojPjRd9B3XAZwlBkF/amoKMKIDpayttB937d0T5Nmz13eP4KlTds0adOkKc/3H9KTc+89LbfpyZPnPCcqKuquu+6a/QAQQgghhBBCriAIIloeHS2Pvjz1cgAYNg439TfVqGuqu6sHDYOun8doNZZ2lJZ2lAKANECaHJacpkxLV6YrJArPDpixXXyRjZFGqNsBLf8E28g0PUXRkPIoJD0AfLlXRobQBZTJVPevfzmsKBLIZIm33earIaFpeSAAZK/m85vf/Mb1ANA///nPEydOpKamYgAIIYQQQgghX5GJZDlxOTlxOQDQp+ur76uv76mv661zKzNIZ9KVtJWUtJUAQLg0PE2ZlhqRmhKeIhaIZzm8toO20//HfNX7IlmK36ywmJX+Y1C3Azo+A5aepqd8GSQ/BAl3A0folZEh5Khh716LRjO2hSCIlM2buSKRr4aEpuWbBY0EQQBAd3e3T66OEEIIIYQQchAmDQuThhUkFcBoMKi3vq7HvWBQr663V9f737r/kgQZExyTGpGapkxLCkvicdxL47Hp2eKXzPUfWQHg2JOm6z6TLOQ8IMYCrXuh7v+CpnSangQJUTdC6q8hbLVXRobQ5AZKS/uKix0aI9esCU5P98l4kItmEgA6cuTIxMa2trZJ2x3QNF1VVXXq1KkZXBchhBBCCCHkBeOCQSN99b1uB4MYlmkbbGsbbDtUdYjP5SeHJadHpqcr0yNlkdMe21dCH3vSONJ2fl+hwUq6/A1z1hMLN9Wl7PdQ8+o0fXiBoLoXFj0GkkSvjAmhKVm12roPHXedE4WHq26+2SfjQa6byS5g9vyd2cvNzT1z5oxHToXmG9wFDDmBu4ChaeEuYMg5P916A3kT7gI2Rwb0AzXqmhp1TW1PrcFimMEZRgsGZURlyEQyh2cZCsrfNJe/YWHHbSoNBAnrPhKH53lm+cK82wVspAEOpILD9zwqIBKStsKix4Af7N1hXdRwF7CpsCxb9fbbg5WVYxsJDmfZE08Exsf7aFA+4KdTEV/ezY899pgPr44QQgghhBByS4gkZFXyqlXJq1iWbR9qr+2prVHXNPU3WSmri2cYLRhEEERscKw9LUgVouJyuJpauvBxk6ZukvI3LAO1H1g9FQCadwKTIfI66Drg2B6cA4seg/hNQCzQbxz5IfWxYw7RHwCIu+aaiyr6479m8lKyZMmSsV9WVlYCgEKhUCpd3QAyOjp606ZNP//5z2dwdYQQQgghhJBvEQQRp4iLU8StW7yOYZmOoQ57MKihr4GiKVfOwLKsfY3YwYqDfA5f1BgH36jCtSkKiHG8FgcyHhYs/dXCXQIGAIsevxAAIjgQeS0sfhpCLvHpmBByZBoYaN6/36FREhMTe801PhkPctdMAkAVFRVjv7SvCLv33nu3b9/umUEhhBBCCCGE/ARJkKPBILPNXN9bbw8GdQ+7tOWLVcu2nzKYB6sguAqCQWILjjKkRunTIg0pXEYgiSYLXgsIX77QU2Ai1oJ8KehbQbUFUp8EcayvB4TQBCxbt2cPbTaPbSO53NS77yZI0leDQm5Z6K+kCCGEEEIIIW8R8oSZ0ZmZ0ZkAoDPrarprqtXV1d3VOrNukt4MDNXQg5X02Oo3et5Qnex4new4h+UuXpR8zZaldEIGwPSlo/3epftAFANc3EIbzVMd//mPtrHRoVF1yy3iyIvg13Oh8EAA6MUXXwSA/Pz82Z8KIYQQQgghtDBIhdIVqhUrVCtYlu0a7qrurq5WVzf2NdpoGwBYtWzPSco8NPmONBwBhOeBObppf2XT/srP5CL5kqgliyMXpynThLwFuhZMusjXI0BoSga1uvWbbxwag5KSotas8cVw0Ax5IAD07LPPzv4kCCGEEEIIoQWJIIhoeXS0PPrqxVfbaFuDuvHwnvLj31dZeJ2T9hcryfAVHG7Aha2HNUZNYUNhYUMhSZAxwTEZURmZ0ZmxwbGe2p4YIeQEQ1E1773H2GxjGzlCYeqWLYC/g37F7QBQV1eX/QGHw4mIiPD0eBBCCCGEEEILlr6RbH4qRl4R+TO4xsjVdovruiV13aI6M1cPACQPQrO4QUlT1hNhWMZeOvpA+QGZSLY4cvGSqCXpyvQFmxaE0DzQeuCA4ac4wKjkDRuEwcE+GQ+aMbcDQNHR0aMPOjo6AOCGG26Y8eW/+uqrGR+LEEIIIYQQ8hcsBVU7LedeMzM/pRGIqKAkbV6SNo8FdkjYZb2kAa5rbDM1MWNrAk1t2Dhc1FhU1FjE5XCTQpMyojMyojLCpeFz+D1MRJug9UOgTZDyqFevi5C36JqbO48ccWhUZGaGr1jhk/Gg2fDAErADBw5M3wkhhBBCCCF0sWIp+PpW/WAFPemzQjl583MpqpsXA4CFsjT3N5d3lpd2lA4Zhlw5OUVTtT21tT21nxR/EiIJSVOmZUZnpkemc8m53PHG1A2N70L9/wPLAPBloLoXuOI5vBxCvkCZzTX//CfLjIvJ8iSSlE2bfDUkNBu4CxhCCCGEEEJobhFciL6MO2kAKPoK7so/B4gizi/7EnAFacq0NGXaHcvv6BruquyqrOquauxrpJnJg0cOBvQD9mpBAq4gPTI9IypjSdSSoIAgT34z/cegbgd0fA4sdb7FOgytH0LSVk9eBaF5oHHfPvPgoEPjos2b+YGBPhkPmiW3A0AFBQX2B6GhofYHO3fu9OSIEEIIIYQQQgtO5i+F7YcpTd2FOA4/iMj5rTDlTv5Uh0TJoqJkUesWr7NS1qb+pvLO8rLOskG949vRSVkoy7n2c+fazwGAMkhp35w+MTRx5nWjKT20fgj1b8Bw5STP1u+ApPsBsCAuWjh6T5/uPX3aoTFi5UpFZqZPxoNmj2DZyXdeRGg2tFotSZKBGBhGk6Eoanh4GACEQqFEIvH1cNB8ZLPZtFqtXC7ncDi+Hguaj3Q6ndVqBQC8SdBUtFotQRBSqdTXA0HjDFXRX9+sZygAe+LPSwGi8CnrPU+le7h7NC2IYqjpDxgjUBiYEZWxWIXEn/sAACAASURBVLk4UhTJ5/AFAoFL89WRRmjaCY3vglXjrNuVRyFstVvjQfOWfSoik8m43It00YxpYODsyy9TZvPYRqFCkfPMM1wh1lz316nIRXo3I4QQQgghhLwseDFn8QOChn3W3GeEibdOmfjjXKQsMlIWefXiqy2UpUZdU9lVWdFVMWwcduXYEfPI8abjxxqOsTSbGJKYFZuVn5IvF8kn780y0P0N1L8J6sMA031qLggFU7eb3wpC8xRL07Xvv+8Q/SE4nLR778Xoj1/DABBCCCGEEELIS5b+Srj4foFA7oGlUgKuICsmKysmCwC6h7sruipq1DV1PXWubCJmo221vbUNAw37K/ZPskDMOgRN70HDW6Bvmn4cwTmQ8ijEbQQOvjFGC0TbwYO65maHxrhrrpEmJPhkPMhTPBwA0ul0hw8fbmpq+u1vfzu2XavV3n333Tk5ORs2bEhNTfXsRRFCCCGEEEJ+gcMHDt/zhXLsaUHrFq8bMY9UdVdVdFVUd1cbrUZXjlVr1Wqt+lDVIZlIlhEkyaTK07Tf8OjpjiX5EH0TJD0AEVd64BtAaN7QNjW1Hzrk0ChVqWKvucYn40Ee5LEaQFqt9ve///3OnTvNZrNMJtNoxq2PHRwcDAkJsT/evHnzjh07goODPXJdND9hDSDkBNYAQtPCGkDIOT9deI+8CWsAIYZlOoY6yjvLK7oq2gbbxj3FMPbXEA6Hw+PxAABYCkaaQFcN5n4A4BGQJIIMMeQEgmziJ+YBSkh+CJIeAGGEV74V5AMXbQ0gymQqeekl89DQ2EaOUJj77LNCfAs/hp9ORTxzN/f09Kxdu7a6utqVzv/+979LSkr++9//hoeHe+TqCCGEEEIIITQWSZBxirg4RdwNS28Y0A9UdFZUdFXU9dRNXjfa0A59R0e/srFQY4AaA3zSD3ECyJLAUglECgBCL4WURyFmPZA8730nCHlR/UcfOUR/ACDlzjsx+rMweCAAxLLsXXfdNRr9EYlEV199tUMfiUTy9NNPf/HFF/ZutbW199xzz8GDB2d/dYQQQgghhJBPmAdZocIPNj4PkYRcnnr55amXWylrbU/tubZzxc3FOrPuQg9xPHBFQDku+2JZaDVDq4Wz3xwXErkqU3ZtJj8zBUi/+bgfIXf0nDjRX1Li0BiRnx+Wm+uT8SCP88ASsEOHDl3z02rA++67b8eOHWKxeKrOf/vb35566imbzQYAR48eXb0aN0pcmHAJGHICl4ChaeESMOScn+ZdI2/CJWBzzaplS/5qbj1gu+mwRBTh9lbuvkVRlEajadO01Q/UNww2dA93AwAMFcPQWceuvEAIWgyBKWMLPEsEkszozKUxS9OV6XzuDPcyQ/PcRbgEzDwwUPzyy7TDvu8hITlPP407f03kp1MRD9zNn3zyif3BbbfdtmvXLuedf/WrX3V1dW3fvh0A9uzZgwEghBBCCCGE/EvrN7ZTz5nMgywAnPmzec0bIl+PyG0EQcQHxy9SLgoMDBw0DFZ3V5e3xFWfKKUY+w5iBIgiQZoGkngAx/CW3qI/3nT8eNNxHoeXFJaUEZWRG58bFBDk9W8CIY9habr6vffoifu+33MPRn8WEg9kAK1evbqwsBAAqqqq0tPTp+2vVqsjIyMBIDU1taamZpZXR/MTZgAhJzADCE0LM4CQc376sRvyJswAmiOWYfboI0b18XFldNbuFkdf7k9ZEqNTEYFAMHa+ajl6S13zkXLhyjKI01FuLG0jCCI2ONYeCVIGKT0/YuR1F1sGUPP+/R3/+Y9DY8JNN8VOqO6C7Px0KuKBu7mhoQEAhEKhi/u7K5VKqVSq0+m6u7tnf3WEEEIIIYSQd/ClBGV2/Pz41B9MEYclXJEfFANyTpD3/zILgjM5wk0s09jXWNZRVtZZ1j/SP+2BLMu2Dba1DbYdKD+gDFJmxWQti10WGxxLEH7/M0EXg+GGhs4jRxwag5KSYq680ifjQXPHAwEge/g8KCiIJF1d/WvvaQ+YIYQQQgghhPwCQUL+CwEHbtSz9IVGg5rpPkbFXu3/G2MFRNr/JQkyJTwlJTzl9tzbB/QDZR1lJW0lzQPNriyeUGvVaq36YOVBuUi+JGpJZnTm4sjFHCwbjeYrymis/eAD9vzix/O4IlHali2Ey2/wkb/wQAAoIiKitbW1v79fp9O5kmfb1NRkjxlFRETM/uoIIYQQQgghrwlO56TfJ6j6h8X+pTyVs/LPAaHZCzbAESIJWZu2dm3a2mHjcHlneWlH6ZR7yY+nMWoKGwoLGwrFAnFmdOay2GXpynQex//DZGhhqf/oI8tk+74LcN/3hcgDAaDs7OzW1laGYT788MOHHnpo2v7/+WltYWZm5uyvjhBCCCGEEPKmrF8L2r61mfrZJQ/yMx8Rkj6PaTBWMKlBHDenF5GJZKtTVq9OWW3fS94eDBoxj0x7oMFiONF04kTTCR6Hl6ZMy4zOzIrJChRirUzke92Fhf1nHTe/U156aWh2tk/Gg+aaB4pAf/jhh5s3bwaA4ODgY8eOpaWlOenc1NS0cuXK/v5+ANi1a9d99903y6uj+QmLQCMnsAg0mhYWgUbO+WnlReRNWAR6rvWfpQNCCUmMr1eIGDuhaSc0vAWBKXBVoYsHTVUE2l0MyzT3N9sjQb26XtcPJAkyISQhJy4nJy5HJpLNeABo7lwMRaANPT1n//pXZnxhloDQ0Jynn+YIBL4alb/w06mIBwJANE1nZWVVVlYCgFwuf+KJJx555BG5XO7QzWQyvfPOOy+99JI9+hMfH19bWyvAG2uBwgAQcgIDQGhaGABCzvnprAt5EwaAFjiWgq4D0PAO9BwG9qfaJdeVgyzDlaM9FQAaq0PTUdpeWtpR2qnpdP0ogiBUIarsuOxlMcsUEoVHRoI8YsEHgBiKOrd9u75z3O1KkOSy3/wmMG5uk+kWBj+dinggAAQAJSUll19++cjI+QRIiUSyZs2auLi42NhYoVDY3t7e0tJSVFTU19dn78Dj8b755psrsaj4woUBIOQEBoDQtDAAhJzz01kX8iYMAC1Yxi5o/Rc0/B0M7Y5PpTwCuW+6co65CACNGtQPlnaUVnRV1PXUMSwz/QE/UQYpc+Jy8hLywqXhnh0SmoEFHwBq+vTTzu+/d2hMvPXW6LVrfTIev+OnUxHPBIAAoLCwcMOGDT09PdP2FIvF77333u233+6R66L5CQNAyAkMAKFpYQAIOeensy7kTRgAWmhYBnq/h8Z3oeNzYKcowMwLhJu7gDf9/HNOA0CjdCZdWWdZaUdprbrWlaLRo2LkMdlx2dmx2RFBuGeOzyzsANBQdXXl3//uEAqQp6ZmPvooEISvRuVf/HQq4rG7edWqVRUVFb///e/37NljNBon7UOS5PXXX//qq68mJyd76roIIYQQQgihGVMfpwJCCFnKfH0DY2iDpl3QtAtM3dP0tI1A215I2uqVYU1PGiBdlbxqVfIqe9HokraS0o5Ss8087YEdmo4OTccXpV8og5SZ0ZmZ0ZlJYUleGDC6SFhHRur27HGI/vAkktS778boz4LnsQygURqN5uDBg0VFRQ0NDUNDQ1arNTg4ODo6+pJLLrnmmmtUKpVnL4fmJ8wAQk5gBhCaFmYAIef89GM35E2YAeQKYw9z9hVz035bWA732o/FMK/e+rmS8jNWcA4kPQDxm4A7/dTCOxlAk1yXoRp6G8o7y0vaSrQmresHhkhCMqMzc+JyEkMTCXyL7hULNQOIZZjyHTuGGxrGNhIEsfjBBxUZLpXQWmBsQ1U8efoMIl9+OhXxfAAIIcAAEHIKA0BoWhgAQs756awLeRMGgJyzjrCVb1uqd1tp8/n3AmveEMVf7/Pt3AEAwNAOTTuheTcYu6bvzBVD3EZIehAUy12/gq8CQKMYlmnqbzrXfu5c+7khw5DrB4ZIQnLicnLjc2ODY+dueAgWbgCo9auv2r791qExas2apA0bfDIe3zI3fWqs+yAgeWNA8p3uHuunU5EFdTcjhBBCCCGEnGAoaPzEWvqa2TQw7mPgM382R1/B5Yp8l13CUtD1DTS+C+pvgaWn7y9fCkkPQPxdwPO/MB9JkMlhyclhyRtyN3QPd5e0lZxpPePKRvID+oFDVYcOVR1SSBRLo5fmxOXg6jDkuuH6+vbDhx0axZGRqltu8cl4fIlljFXvmNsOWsDC1P+b5MsEcdf6ekzewPnjH//oeu+HH344JydnTsPk3d3d27Ztu/766+fuEsgLLBYLQRACgcDXA0HzEcMwZrMZALhcLp/P9/Vw0HzEMIzFYgkICCBJ0tdjQfORxWKhaRoA8CZBU8GpyCRYaP3G9sNDxqbPbNSEip02PUuQoLzEdx8PV70Ipx+EkQYApwsUuGJI+DnkvQWZL4JiOXBm8l88diri85skUBi4KGLR5amXZ8VmifniEfOIwWKY9iiT1dQy0HK86XhxW7HerA8UBgYKMfXek+xTEaFQuGD+ylhHRsrfeIM2j6tCxREIMh97jH/RJEuyLGu1WjlA6c/+xdp9tB/6G6CBBTagv5EbpOKIo1w/lZ9ORdxbAkYQhEgk+tWvfrVt2zaZTObZoWg0mr/+9a87duwwmUy4MM3f4RIw5AQuAUPTwiVgyDk/zbtG3oRLwBz0nqKKXzYPlE2ZWUNwIO1ewfJnhd4c1Tj6ZvgqGZzsmy5NA9UWSNoK/OBZXsrnS8Ccs+cEnW0/2z08Xd3rMSJlkblxubnxubiLvEcstCVgLFv+xhuaujqH5tQtW8Lz8nwyIu8bHh5uaGhgGSrF9r8mbWULtOhABwAEEOmQLuYoggpe50hcjQH56VTEvbv5mWee2b59+8svv/z2228/9NBDd999d2pq6uwHUV1d/cEHH7zzzjvDw8M8Hu/pp5+e/TkRQgghhBBCww3M2b+aO47YnPQJz+Ou+JNQnurT9zASFYRfAT3fObZzRRB7ByQ9ACH5vhiWD0TKIiNlkTcsvWFAP1DWUVbSVtI80DztB+Tdw91fDn/5ZdmXyiBlTlxOXkIeRoLQqNavv54Y/YksKLhIoj8Wi6W5ubmnp8f+ZbOVGYRKGs4HxFlgm6F5WextHEmk78boJW4XgS4vL9+6devp06ftXy5fvvzuu+++4447QkND3b12X1/fvn37Pvjgg+LiYntLXl7ezp07My7K8uMLDGYAIScwAwhNCzOAkHN++rEb8ibMAAIAYy9T9jdLw8dWJxV1pAnkst8I46/lzYstwNr2QdHGC196LuXHwTzPAJpoQD9Q0lZS0lbSNtjm+lFxiricuJzcuFyFRDF3Y1uoFlIG0HB9ffkbb7DMuPQ6cWRk9rZtJG9+lH6fMwzDdHd3Nzc325dr2bGswWb+NcuOnP+aIM4kR8YmP7YFtrh+Zj+disxkFzCGYd54440XXnhhcHDw/FkIIjU1deXKlfn5+fn5+cnJyULhJOmjZrO5vr7+5E9qa2tHr65QKP7whz/88pe/9KPlc8gJDAAhJzAAhKaFASDknJ/OupA3XeQBIMrI1n5gLX/TYjNMOdUXyIklDwjSfyEg588bQMYK+2PApoOoGyDpAYi4co6u43cBoFFDhqFz7edczAkaFaeIW5GwYnnCcqnwIv2NmIEFEwCyjoyUvPSSVacb28gRCLJ/+1tR+ALPERsYGGhsbDSZTBOfoqn/UNbdAMCQ5JGlCQ2RimzIfg6eI8HVcISfTkVmvg28yWT617/+tWPHjsrKyonPisVihUKhUCikUqlOpxscHBwYGDAaJ5SbA1iyZMljjz121113BQQEzGwkaB7CABByAgNAaFoYAELO+emsC3nTRRsAOr/J1+tmU/+Uk3xuAJG6hZ/5iIAnmQ9pP+MNHIegxcALmtOL+G8AaNSgYbC0vbSkraSpv8nFQ0iCTAhJWJm4cnn8ciHPd8We/MQCCQBdrKV/DAZDQ0ODRqOZqgPLjlhNj1t41m9zkgcUIRth461wK+FOJqSfTkVmHgAadeTIkXfeeee7775z8vOdSC6XX3nllQ8++ODatWtnOQA0D2EACDmBASA0LQwAIef8dNaFvOliDACx0HrQdm67Wdc6ZR1lggPJd/CzHhcGhM6/0I8XLYAA0Ci1Vl3cWlzSVqLWql08hMfhZURl5CXkLYlawuPMnwSw+WVhBIBaDxxoO3jQoTGyoCD5zjt9Mh4vsNlsra2tXV1dUwc6GJr6nrZ9bOBbvspLCZPmPA6PK0Hp7oX8dCrigQCQHcMwZ8+e/e6777777rvKysr+/n5m/CJDkiRDQ0MzMjKuvPLKtWvXZmdn42qvBQwDQMgJDAChaWEACDnnp7Mu5E0XYQCo4u+Ws9vNTjrEXMXL+a0wKBFn4AsqADTKvndYcVtxj7bHxUP4XH5GVEa+Kn9x5GIOia+l4yyAANDFVvqHZVm1Wt3c3GyzTVnznmWaKOs/GaZxKFB0KG/xjcJ73E38GeWnUxGPBYAc0DTd39/f09MzNDSkUCgiIiJCQ0Mx4nPxwAAQcgIDQGhaGABCzvnprAt500UYADL1s5+tGaFMk8ztQ5Zycp8Whq+Yu/exLPQVgigaJKo5u4QnLcgA0KgOTUdxa3Fxa/GAfsDFQwKFgbnxucvjl6tCVARxUWeHjfL3ANBUpX+Wbdsmjojw1ajmjkajaWhoMBgMU/ZgNZRtL00VArCdIdLmnJ89wv1NFLi66ftEfjoVmau7mcPhRERERCzEewshhBBCCKH5JiCUSNnEr95lGdsojSeztwnjrpmzTb7MvdC2F5p2wnAlpD4O2a/PzWWQG2LkMTHymFuW3dIy0HKm9Uxxa7HWpHV+yIh55IfaH36o/UEhUaxIWJGXkKcMcntFDJpHWLbmvfccoj8AkLxx48KL/hiNxsbGxtH9qSZjo2wHaNsXABYAaIqOUGY++wvitpkl/vi7ucoAQhc5zABCTmAGEJoWZgAh5/z0YzfkTRdhBhCMTwKyb/KVdp+Aw5+DK7EM9H4Pje9C535gflptIVDAzZ3A8YPqwgs7A8gBy7JN/U0lbSVnWs+MmEemPwAAAJRBypWJK/NV+UEBc1uQe97y6wygSUv/KC+9NGXTJp+MZ45QFNXW1tbZ2elQfGYshj5LWd9n2T77l/0JWWvTdkUSM0/8GeWnUxH/u5sRQgghhBBCEwWEEimb+fUfWtPv4y95cG42+TJ2Qeu/oOFtMLQ6PmUZhM79ELfR8xdFs0AQRFJYUlJY0vqc9VVdVWdaz5R1llkpq/Oj1Fr1Z2c/239uf5oybYVqRVZMloAr8M6A0SwN19e3Hzrk0CiOjEy67TafjGcusCzb1dXV2trqtNxPJ2X7gKEr7F8SBIe75N7Nsf/H9Y3eFyQMACGEEEIIIbRAZD4iyHhYIAz2dOiHsUDnl9C0C3r+A+yUH7ZD004MAM1bXJK7NGbp0pilNtpWo6452XyyrLOMoiknhzAsU9VdVdVdxePwMqMzsVz0/GcdGal57z2Hws8cgSDtF78g+XORDegD05f7AQNl+5S2HQag7V8HcGWJWa9Gh1/vnRHOZxgAQgghhBBCaIEQyDwd+tFWQdMuaNkDFhcqCvcVgrkPhGEeHgPyKHs0JzM602g1lneWl7SVVHZVMk7iegA22lbSVlLSViIWiLNjs/NV+UlhSV4bMHLVQi/940K5H4qmjtK2fSx7frUjCWQ4Pzlt+Tt8Wap3BjnPYQAIIYQQQgih+YcFhgbSV7N12wi074OmXTBw0qX+gUmQ+AtI2ILRHz8i4ovyVfn5qnyNUVPcWny65XT7ULvzQwwWQ2FDYWFDoTJIuUK1Ii8+TyFReGe0aFqtX389XFfn0Ki89NLwvDyfjMeDbDZbe3v7dOV+KijbByzTOdoiApFKtEK5/FWOxANFfxYGDAAhhBBCCCE0jzAUtB+2Vb5tUd3ES/+F1wuvDJVA47vQ+iFQ+uk7kwKIvhGSHoCItXBRbqmzMMhF8qvSr7oq/Sq1Vl3cWnyq5VT/SL/zQ9Ra9f5z+/ef2x+niFuVvGp5/HIhzw/qfy9gQ9XVbd9+69AojopKuv12n4zHU+zlflpaWihqyuWKNqKLNb3PMhWjLSSQURAVLb8sMOf3pOAiLWQ+KQwAIYQQQgghNC9QRrZhn7Vqp9XQzQCAqZ9N3SLwXhJQ7evQtBO01S51lmVC4i8g4efAl8/xsJD3KIOUNyy94YalN7QNtp1sPnm65bTeMk0csG2wrW2wbd+ZffYiQUuilpDERV1k1yfMQ0O1778P4zf45ggEaffdR/J4vhrV7E1b7sfKNduoz7iGb0bL/QCABCQJkBAUsVay7AkgF0jlI0/BABBCCCGEEELzwje3GjR1F97GGHuY1gM21c3eev/WdWD66A8vEOI2QuL9oPD7RSXIiThFXJwi7tbsWyu6Kk42naxSVzkvFz1aJEgukucn5ucn5EcELYSiM36Bsdmq//EPm94xVOfXpX9GRkYaGxuHh4en6sAQTKv8XFjvLp5NM9poT/yJgIiAhBtF6fdjWuJEGABCCCGEEEJoXki6jXfmz/TYlsp3LKqbeF56F5N4H/R+P+WzwTmQ9ADEbwKuxCujQb7H4/CyY7OzY7Pt5aJPNp+s7allx6eZONAYNQcrDh6sOBiniFuRsCIvIS9QGOi1AV+cGvbuHWl3LN4UWVDgp6V/zGZzc3Nzb2+vkz7NIc2dkv3La4rJMXdjIAQmQIKQEIsWPyCMu3buR+qXMACEEEIIIYTQvJB8J7/sDYtVd+EtjaaW7j5GRa7yyqQ9Zj3wfwlWzbhGvhxib4eUR0CW6Y0xoHlpbLno0y2nixqLenXO3p/DT0vDPjv7WXpker4qPysmC/ePnwvdhYU9Jx0rtQfGxibedptPxjMbNE23t7e3t7c7qfQ8JBr6MfHHEM2xFdVdo40c4MRCbCiEEtwAybJtvLAcr4zXL2EACCGEEEIIoXmBJyYWbeZXvGWxfymQEYvu4gene+ttM0cI8Zuh/k0AAIKE8Csg6QGIvgmLaKBRcpF83eJ16xavax1stRcJMlimrM8CABRDlXeWl3eWBwoD8xLyVqpWxgTHeG20C95Ia2vT//6vQyNPLE6//36/K/1D0/SpU6csFstUHUx80/GE41XhZVeUNyd3X9gJXg7yOIjjA58UhQcuf44jwRvMGQwAIYQQQgghNF+k3Seo3m0JCCUXbeanbObzA71bwyJpK3Tuh/jNkPwQiOO9emnkV+IV8fGK+Nuyb6tWV59sPlnWWea8SNCIeeRIzZEjNUeUQcqViSsvSbwEl4bNkk2vr9q5k3HYG4sgUu+5R6hQ+GhQM8fhcEJDQzs7Oyc+xZBMWWTZ8YTjJGu88XSDcmjE3s4FbgzEhEIoAHBkKYG5vycFMq8O2g/NbQDIZrO1tLQkJSWRJJaCRwghhBBCaBoBIcQ1eyWKJRzCJx/UyjLh5nasnIpcxOVwM6MzM6MzjVZjSVvJiaYTTf1Nzg9Ra9Wfnf3sy7Iv05Xp+ar8ZbHLcNewGWBpunrXLotG49CecOONwenpPhnS7CUkJPT29tpsttEWFtjGsMbCxEKtUBtkMF9/pj7IYLY/JQNZAiTwgAcA/IhLxFm/JjgC34zbr8z2D4tarT548KDJZHrkkUcmPqvT6RYtWiSRSC699NI777xz/fr1EgkWjUMIIYQQQmhKIVm+LZWC0R/kNhFftCp51arkVd3D3SeaT5xqPqU1aZ30p+jzS8NkItlK1cpLki4JCwzz2mgXgJYvvhiur3doVGRkxFx1lU/G4xFcLjc2Nrap6XwMUS1VH006qg5SA0D0gO6as418GwUAPODFQ7wc5PZuwoQbcMMv1xHOq7g7UVtb+/zzz3/22WcURd18882ff/75xD6Dg4MhISGjX4aFhb344ov3338/QeB/zwKn1WpJkgwMxMRONAmKoux7OgqFQgwKo0nZbDatViuXyzkcLBiJJqHT6axWKwDgTYKmotVqCYKQSqW+GsBgBV3/kZW2QsGrAb4aA5rK6FREIBDgfHUusCxb21N7svnkufZzFmrKqi5jxSniViWvWh6/XMgTzvXwXGGfishkMi533lVNGSgtrd650+GNvCg8PHvbNo5wXvz0ZkzNqM+dPmcmzEUJRQ1hDfbG9Pb+1ZWt9g2/giE4HuK59kQWgiPO+B9BjG9iXn46FZnh3fz6668//fTTTko0Taqvr++BBx747rvvPvjgA4EAE7QQQgghhNCCYtWxrV/b6vZYh2poACA4kLNNGBA2x599jjRA67+h80tYdwJInGMj3yMIIk2ZlqZM25i3sayjzJX94+27hu07sy8zOnNV8qrUiFRMGpiUqbe3bs8ehx8mRyBI37rVr6M/NNCfw+d7yb3ipWKtUMsQDAAQLLuirjO7SQ0AAhDEQ3wQBNn744ZfMzOTANBzzz33wgsvjG0RTnGrBQYG/ulPf/r2229Pnz5N07S98eOPP6Yo6tNPP53BpRFCCCGEEJqH7Ck/zfttlOnCGzOWhqbPrUsenJugDG2Grq+g8V3oOQLAAgB0fgmxt8/JtRCakQBegH3/+D5d34nmEyeaTmiMjmVrxrLRtpK2kpK2krDAsEsSL1mZuFImwrK+F9Bmc9W771Jm89hGgiAW3XWXWKn01ahmrxma34Q3G6ERAKwBVnsjn6KvPtsY268lgAiF0FiIJeF8uSgyICww73nc8GsG3F4CdvDgweuuu+78wQSxcePGLVu2XHnllc6znjQazT/+8Y8///nPOp3O3vLuu+9u3bp1ZoNG8x8uAUNO4BIwNC1cAoac89O8a+RNXlsCZupnmz611u+1jrQxk3YIjCNv/SHQw+UptFXQsgeadoJlcFy7ch1c/q1Hr7Qw4RIwXxldGna2/ayVsk7bnyCI1IjUVcmrsmKyOKRXX+3n4RIwlmVrdu3qP3fOoT3myitVt9zikyHNngUse2Hv5/A5A+NeQoOMluvO1Mv1JhGIYaGTLgAAIABJREFUEiBBDOLRp7iyFMk82PDLT6ci7gWAGIZJTk5ubm4GAKFQ+N57723cuNH1w+vr69etW9fa2goA0dHRLS0t8+fXCXkWBoCQExgAQtPCABByzk9nXcib5joAZNGw7Ydtrd/Y1EUUS0/Ted1H4oh8T0x6rcPQ/jE0vA0ax3eA5xEk3NgM4jgPXGtBwwCQz7m+a5idVChdmbiyIKkgTOqlWtHzMADUfuhQy5dfOjTKUlIyH32UmJd/Cg0Gg0gkcrKUrwRK3oK3+qDPoT1qULeupFFkY5SgjIRIYkwEna+8VJL1ayD5czVol/npVMS9u/nrr7+2R38AYM+ePbfddptbh6ekpHz66ad5eXk0TXd2dn755Ze33nqrW2dACCGEEELIV0wDbPshW9tBW8/J6eM+AEBwIGo1lxswu/wfloGB49CyB1r/BZRxmp4t78OS52Z1OYTm3uiuYZ2azqLGolMtpwwWg5P+OrPuUNWhw9WHU8JTCpIKlsUu43F4XhvtfKCpq2s9cMChkS+Vpt177zyM/lgsltbWVrVanZqaGhERMbGDFrS7YfcP8MPEp+wln2VsYDzEC2FMqRmCEKpuFaXejRt+zYZ7AaBvvvnG/iAjI2P9+vUzuF52dvZtt922b98+APj+++9nGQCiKOq///3vjz/+2NnZqdVqpVJpZGRkQUHBFVdcMZsi0zM+bVVV1Q8//FBTUzM4OEhRlFKpjIyMVKlUV155pUKhmPF4EEIIIYSQDxl7mfZDVNtBW+8Zl+I+ACCOJJM38JM28MRKcuYXNrRD83vQ/E8wtLrUPzgHAlNmfjmEvC5aHn3H8jvWZ6+vVlfbdw1j2MlXUwIAy7J1PXV1PXUBvIDc+Nw1i9bEyC+KKjCWoaGa3btZZtxPhiDJxVu38n231+GkaJpub29vb29nGAYAmpubw8LCSPLCyyAL7BE48h68NwIjDsfaSz7nNfXHQkIIhIx7iuSJMh8VRF3uhW9hYXNvCdiyZctKS0sB4O9///vDDz88s0vu2rXr/vvvB4Ds7OySkpKZnQQAOjs7X3nlFfuCMgdRUVFPPfWUSqXy2mkNBsPrr79++vTpSc/J5XJ//vOf3+K3KzNnAJeAISdwCRiaFi4BQ875ad418iZPLQFr+cpW+4G1/yw19XvScUguxFzJS76DH7maS8w48sNYoPNLaPkAur8Flpq+P18GsRsg6UEIzp7pJS8uuARs3tKatMWtxUWNRV3DXa70j1PErUhYsTJxpYgv8uxI5s8SMMZmK33ttZH2dof25DvvjCwo8MmQJsUwTE9PT0tLi/0P9KikpKSYmPNxum7ofgveKoOyiYfzKPqqc03ZfWQcxPFgXHoXIZAH5j7Llc2v6LafTkXcu5u7us7/HqakzPynn5SUZH/Q09Mz45NoNJrnnntuYGDA/mVERERISMjg4KBarbaP8/nnn3/11VfDw8O9cFqapl944YXq6mr7lyKRKDIyMigoqKenR61WMwxDUdR7771HUdTtt+O+DAghhBBCfkPbRPcVuxCCAZDGkwk38ZLv4M8q5ed8defdYOmfvjNBQshKSLgb4u8Croff/SLkE0EBQWvT1l6RekVTf1NRY1FxW7HzWtH2zeO/KP0iNz63IKlAFTqTDIB5ruHjjydGf8Lz8uZV9Kevr6+5udlkMk18qrW1NSIiguWxn8Kn/wv/awPbxD5BRsv6Mx1L9eGju7yP4koTJLm/JwNC52TcFx/3AkD2SDkAxMXNvLbcaABoaGhoxid588037WEauVz+m9/8JiMjw95eU1Ozffv2gYEBrVb7t7/97aWXXvLCab/++mt79IfP5995550333zzaAiwq6vrrbfeKi8vB4APP/ywoKBA6c/78yGEEEIIXVTir+OV/c3ipINATsRezVPdzItYwZ1tYYrOL+HHm1zqKYoB1b2QeC+I42d3SYTmI4IgksKSksKS7lh+x+mW08caj7UNtjnpb6EsRY1FRY1FkbLIVcmr8lX5Hk8I8pXuY8d6jh93aJRER6fceadPxjPR4OBgc3OzXq+fqgNFUSWDJbsjdvfA5Pkf0UPGX5w1xllUo7u8j+IrLxUvfZzgzLy6C3Lg3gcUo4s1ZrNqY7QMOJ8/w9rd9fX1Z86cAQAOh/Pcc8+NhmkAIC0t7U9/+pP9zJWVlfbIy1yf9sBP5bhuv/329evXj00Ai4qKevbZZ+0ZQzRN//DDJGWuEEIIIYTQ/CRL4QQlTTJhFsiJxFt4V+wUbTgtveQvARH5s47+AIDyauDLnXUg+RB1PRR8DDc1Q+afMPqDFjwhT7g6ZfUz1z3zxxv/uG7xOrFA7Lx/93D3vjP7nvrkqXd/fLdGXeNWtZN5SNfc3PTJJw6NXLF48YMPkjN9K+1BOp2utLS0vLzcSfRHJBU1LGt4KeKlqaI/V7STvztJJFhCHKM/BCFMXC/J3obRH89yLwNIqVRqNBoA6OnpmbSatytGV37N+AxHjhyxP8jPz09MTHR4NiYmZvXq1d999x0AfP/995mZmXN62p6eHvt3xOfzJ63yExAQcNlll9nrXtfX17s4GIQQQgghNB/EX8sre+N8EpBATkRfxo37GS9qDY/0eGEQjhDiNkLDW5M8JU0F1T2guheEXtoDG6F5RRmkvDX71huW3lDSVnKs4Vhjf6OT4A7FUCVtJSVtJVGyqFXJq1aoVvhjQpBlaKjq3XcZatwSVIIk0+65Rxgc7KtR2RkMhubm5tHCKZMSiURDiUPvhLxjhMn3LgxgBY/WKdObWggIcHiK4PDFGY/yoy7z1IDRKPf+cEVHR9vXOhUXF2dlZc3skkVFRfYHkZGRMzvDqVOn7A9WrFgxaYeVK1faIzXFxcUsy47mHM3Fabu7u+3PKpXKqXKaoqKi7A+cBEcRQsh/USaWMoFNz1p1LEtBSJbblfAO3KC36s7P5BgKZIuIrFfcO4N5kD36SyNBAkEAX0oAAC+QIEjgigmSC9wAgsMHkg/cAILkAldM2LsRJPAkBDeAIPkgCCLsHdwdPEJo/mMp6C+lugupJQ8J3P01j7uO1/CJLe4abty1vLDcWZR2dkXifeMCQDwpxG2ExPtAMfnsFKGLCo/Dy1fl56vye3W9RY1FJ5pP6Ew6J/27hrv2ntn72bnPcuNyVyWv8qMKQYzNVvWPf1hHHPfJir/++uD0dJ8Myc5sNre1tanVaicBOB6PFxgf+K+of9URdVP1WUll3XvOwu+rmbin+/ws+bxguBcAWrdu3eHDhwFg79699p28ZuDTTz+1P1izZs0MDh8YGLAXD+JwOMuXL5+0T1ZWllAoNJvNOp2up6fHlbI7Mz5tUFDQjTfeCACjtc0nGhwctD8IDcXiVQghP0NbwDzIGHtZ8yBj6mdN/ax5kDH2nP/SomWtOhbGzAH4gcSd5W5vu6PvYiyaC2cRRbj9Bou2sD0nXCrU6kT05dy1u6dJL3dgHWEHy2memCAFwBMTPDHBk2C2MkLzhamPbfvW1n2M6jlB2fQsAIRmc6PWuDcBlqdybisKnNu4z6jgXJAvBU0ZBOdA0gMQvwm4uF0mQo7CpeG3Zt9687Kb63rqChsKnW8eb6Wsx5uOH286rgxSrkxcWZBUMO1SMt9iWbb2/fcnFn5WZGbGXH21T4YEADabrb29vbOzk2Gm/FFzOJywqLCi+KKvOF8xMHm3YAi+T3/t0pL/0vpJNnrjBCUF5j5LChUeGzcaz72/f+vXr3/yyScB4MiRI4cOHVq3bp271zt8+PDRo0ftj+1xE3d1dHTYH4SEhIjFk//q8ng8pVLZ0tICAJ2dna4EgGZ82sTExInrxcYyGo3ff/+9/fFUuUUIITRP1LxvHWljzAOMsZc1DzGmPnY0McdFNiML7MSPc6bhsJKCcT+Sw9JuHzLRDNJ/NDX04bsMY1tynxEu3upeBGi4gRluoPkSguAAR3A+fsSXEkAAyQWemAAATgDB8f16f4T8jK6VPvX8uF1pugspdwNAAOCl6I/d8r+DIAwCk7x4SYT8EkmQacq0NGWaxqgpaiw61nBMY9Q46a/Wqj87+9nX5V/nxueuSl6VEJLgtaG6pe2bb/rPnXNoFEdEpG3Z4uLSFs+iKKqjo6Ojo4Omp5xskSQZGRk5FD/0Cu+VAZh8aRgHONfBdRv70qnSN2mbYWIHLPnsBe79/YuLi/vZz3729ddfA8D9999/9OhRlcqNPLqurq6tW7faH2dlZWVnZ7t1dbu+vj77g8DAQCfdpNLznz+7uNm8Z09rNpv1er29LNaRI0fs0aWsrKzVq1e7MhiEEPKVhr1WTe2sQiksDZSZdTeSQnAIGJNHNPXHeFNf1/1DJuK4HwCiJixs54rcPknLl9byN51tMzQWP4gAAA7P8UJrd4uDEt17k6o+Thm6GJ6E4EsJvpTgBRKBsaRX3+giNMcUGRySOy6m3F0421TBORdyia9HgJCfkYvk12def13GdZVdlYUNhZVdlU4Sgka3DIsJjlmVvGpFwgohT+jN0To3UFrafvCgQyNXLF7y8MMcobfHyTBMT09PS0uL1Wqdqg9BEKGhoYGqwN0Bu8/C2am6JULi/7APRzeeM9W/MnbKN3qWgKSNAckbwRcRrouK2x+A7Nix48iRI2azubOzc82aNR9//PHKlStdObC6unr9+vXtP2Wyvf766+5e2s5kOv8xzmgsZlKjz47299ppCwsLt2/fPraFx+Ndd911d999N0m6N602GAx+WruepmmGYbDmEZrU6F1ts9nwJplD7qfhAABf7oE4ynCfwe3UXXLcdWkrAwBGo9H1T7r0jsvkZ4Ll2fR69+Jfeo3jqzRFWvT6KedJkzKNuPFSb9WOdh53lGHEwNG7919e/T7TeXjcSW4+Q3KEfjD3on4qiunWTYIuKvZPqs2kIWgRoam6cJ8PN9D9TSMB4XjbXNRG17BQFIVTkYVEJVOplqu0S7Rn2s4cazo2ZBhy0rm5t7m5t3nfqX3ZMdkFiQXR8uixz9pvEqPR6O47uNkwdnVV795N22xjGwmSTN60iRIKvXmvsiyr0Wg6OjqchH4AQCqVKmOU/5H+53Pu51Zq8p5iEN9pu/Mq6ypb9VsjfScndiA4fN6iB+mIVXrDJGlB89b8mYoIBAIej+diZ7cDQCqV6rXXXvuf//kfAOjs7CwoKLjvvvsee+yxsZumO1Cr1W+99db27dvNZrO9ZevWrZdddpm7l7YbPYnzVJ3RZ0f7++S0dhERERkZGVyu2z9ts9nspwEgOydZgggBAE3TeJN4kKmbGK4m9K2EvgX0bYShjbh8PyVQuPcawpNzAGY70TFqLCB277oBkVySB5yf9ugQRbEAYLG4mhQDABYzwZNyAYDSzyIbiEubzW7GbrSEwx9ThmM1m9379q16D/zYLRaLO3+aAADMunHXJblgA4vNzZNoygiuGIQRLM8XhUrcukmQ/7IMEiMNhLYO4jcwHMftYpwxm81Bi0lN1ZjK9Cz0FNuUaz2RNDgGYdMKej6nRSqbAtO9/QlORRYkASEoiC+4NO7Shv6Gk60nK7ornCQEGWhDYUNhYUNhjDwmPz4/Ozqbz72w4tp5+MOzbHp93T/+YZuQZxBz44386Gi33n7Oklar7e3tdf4XViwWR0REtEpb/yD8QxfZNUXBH1hGLbvXdG+wyWasfpo1dE7SQxDMSf81JUmgvPgNepbPpyJcLncOA0AA8PDDD+v1+m3btgEAwzA7d+7cuXNnRkbGJZdckpWVFRoaKpVKLRaLRqOpq6srKioqKiqyjYli3nTTTW+9Ndn2lm5yHmYbjZu4+5o++9NGRkb+7Gc/s5/KbDYfP368o6PjxRdfzM3N/d3vfjfVTmEIITRLHV8SDbvGbb+lbwWBm5k4rvfnSUAQwvLlwBWzHCHwAoEjAm4AywkAbqDbkev8t2a7KEMSz1595MLfGsoILAW0GRgbwViBNgNDAW0ClgHKQACAbQSABdsIMDaCNgFlBMYKsnS3R06bHP9q8ETEJLnNzk9i8cAHRwTp/nUN467LcTNsZ1f6B65RDQDAk4A4lpWoWEkCK0lgAxMgIJLFBWVoBhgKDG2Erp4YaSB09YS2Hqya8/dqcBbIl7oXu5FnQuvHwA8CRS4TupJV5DGi6YtDuoxleEOFwu6P+L1fE4zZqrgcA0AIzRMEQaSEpaSEpWiMmlNtp063ndaatE76d2g6OjQd31R9kxeXd4nqkmCRV7daZ2m69cMPbVrHEYasXBnixTKyer2+p6fH+RoaoVAYFhZGy+gPhB8c4x2bqlsYE3aP+Z5MKpPVlFO1/w+oSbJ7CGkKmfYYwZd5YOjINTMJAAHAU089FRsb+8gjj4zub1VRUVFRUeH8KIIgnnjiiZdeeonDcXuH4FHCn5Y+jkzYFW+s0QS5gACXPify4GkdykI/8MADr7766unTp4uLi998880nnnjClfHYBQUFud55XtHr9SRJikSi6buiiw9N0/ZfND6fjzeJB4WmUw0w7iMIpk8sk7n3Oh8UZQOwAgBHSAhDQBRGCBWkMAwCFKQwhAgIhfNfhpBzWqHPnpMvlUpnnnfttbnEakYoYGgza9WxlBloMxuWIpLK3AvocGgLwGxDYFKZ1N3rMibj2JiRQErKZO794FgKTH3np3Q2PQxXE8PVF8bAEYBURQYlkkHJpFRFBCVxAuMJcoZTj3EMBoP9s6VZ3SRo3rBqWU0No6llNLXMcC0zXM8wtsl7Up0imWslnPV6PUEQYrFYdA2rzGBli0hi5tPPyRg7yPa9RNM/CEPLaBt/6KiMPwKiKXeGRfMETkUuKjKZLCEy4Y78O+p66441HnO+ZZgNbEVtRcfbj6eEpSxTLrtk0SU8rqu5FbPRuHevpbPTIY8jKCVlyebNxCzeO7tOp9O1trZqJ0SgxhIIBLGxscHhwfvJ/Z+Rn1nAwoNJfjh84N/C3LKeXM+T8Kwdh03175IEDRNSVPgxVwekbXXcB8R/zJ+piFtXn/mP+4477rjsssv++Mc/7tmzx+DCar2CgoIXXnhhxiu/RrkYqRl91rMBIHdPaz/z448/vnXrVoPB8OOPP27atCkiIsLFY2ewamyeIAiCIAj/HT/yDpIk8SaZyKJhNXU0T0woMtz7ex+cQsD4ANBIi9svIykbOLFXCUThhH3nKV+xp1tyOJzZfGDgHSGLIWTxbE+Sfh8Rs5amrUBbgDazAGDVsywNLA32jaspE8tYAQCsOpZlgaGAMl4I3NiP4gdwuFz35h82/bikIb7U7V9JQx/jZP812gKaGkZTc2GeTXIhMJ6UJXOCEklZMke2iAxK5Mxg7jearusXNwkai6VB38noWhhtE61tZnQtjK6ZMfa6mtQzXMe6eJeOTkW4ChB5cENh2gRdB6DxXeg5MknOHctwOz6Exc967npobuF89aKyJHrJkuglg/rBY43HihqLnCcE1fXWVXRUHG44vGbRmoLkAqnQWaHYWer47rveEyccVqIIFYol99/PE8z5llharba5uXl4eNhJH4FAEB8fr1QqK4iKl+HlDugAAGKyYpNLYMnD8HAMJ4alrcbKNy2d3xMAjqWdSa5o8YPCWLe3FJ9X/HQqMqvXu/Dw8Lfeeusvf/nLRx999P333xcVFXV3d4/twOPxsrOzV69evXHjxpnt+TVRWFiY/YGLkZrQ0FAfntZOIpEkJSWVlZUxDFNTU+N6AAghtOBZdexwPTPcQA/X0cONzHAdbRpgASDhBt7qHe59JhmkImH8GiBtk9t1DQRyQiDH2qjeFpbLCcv1wdRh9f8NMGtY2whr07NWPQiD3f6v13e5txiHoUDbyGgbx4SEeBB7NW/Nm/gJ/MI3VE0X/to00krTsyipMVTjq3ItLPQeheb3oOPTSRcyXND8T1j8zEyK8COEvEIhUdyUddMNS2+o7Kr8vvb72p5aJ0VXhwxDX5R+8VXZV0uillyRekVqRKrHy/0OVVe3fPGFQyNHKFzy8MM8ydxW1zMYDK2traPbYU+Kx+PFxsZGR0cPkAMvw8snYZIqznZykN8H962BNQDAmAZGSl6itY0Tu5GCIPGybTzFlBWE0ZzyQMA7KCjooYceeuihhwBAp9MNDQ0NDQ0JBAKFQqFQKFwvR+SimJjzWbWDg4NWq3XSkjoMw/T29tofx8bGzulpn3rqqc7OTgB4/vnnU1NTpzq/QnH+syeNRuPKeBBCCxLLwEgbM1RDa2rooWpaU8sYuid//6ypc7tAKVdEiJWk/YRcERGUSMpS/ObjCOQT4StmOw0wdM12pwLGBqQ3kuuR7/GlxHD9bMM3w/UMS4OHF3M5p2+Blg+g5X3Qt0zfGQBsejC0gzhujoeFEJoVkiAzozMzozN7tD0/Nvx4oumE0WqcqjPDMuWd5eWd5cog5WWLLstX5Xtq53hjb2/N7t0sM37WRxBp994rVnqwXJkjg8HQ0tLS39/vpA+Hw4mOjo6NjSW4xNfw9R7YY4bJ6zRzgHMdXLcZNotABAC2oSrD2b8ylklSirhBiZKcZ8gAN3IpkGd5OONRKpVKpdL4+HjPnnaskJAQuVyu0WisVmtpaWleXt7EPtXV1fZiPSKRSOnab86MTxsYGGhfAdfS0uIkADSaGyWY+yw+hND8YdOzmlpGU0MP1dBDNfRwPTN25Y4TuhaaodxeFp33vJAnJqQqUqzEqijIG0KWcvKeDzB0M/pOZqSN0TbRtPtbYcjTMFLpTygjO9LBmAdY5aXuvUKJI0mOkKDd3CMPACQxZHAaR55KytM4wekcL1UWp83Q9dWUS70mIjgQfjkkPQDRN2NQEyE/EhEUsSF3w63Zt5Z1lB2pOdLU3+Sks1qr/uj0R5+f+3x5/PIrUq+IlEXO5tI2g6Hy7bepCRWXE2+5RbFkyWzO7JzVai0uLmaYKT9rJEkyKioqNjaWz+eXQdm78K59zdekFsPih+ChODgf9ba0HzJUvg2TrQ8XRF0mznwUSNwTyZf8b8krQRB5eXmHDh0CgJMnT04aqTl58nxmWl5enovr8WZ82uTk5OLiYgAoLy+/9tprJz25wWBoa2uzP1apVK6MByHk1yrftfSfpTU19EgH4+a+TOcxNtC1MLJk997oxF6N7zqQV0kTSGnChZmcvbzLcCOtbWCGGxltA61tYmyGaX4HglPdDgD1FkH3UTIwCZhsJjiV5Ipwuc2cK33N3PUjpe9gzEMsAHBFxOZKqVvrnAgSpPGkpnaaJCCOkJAlk8HpnOD080EffqA3/39Z6DsGLf+E9k/A5qwswAWyTFDdCwmbQYCfaSPkr7gkNycuJycup3Wg9ceGH8+0njFbp9yV3GwzFzYUHms8lhqRetmiyzKjM0n3I9MsTdfs2mWasPwqYsWK6LVr3f4G3MHn88PDw9Vq9cSnCIJQKpXx8fECgWAABvbAnh/gh6nOIwf5FthyOVxuLwbEMjZjxVuWzu8m6UpwRIvuEiau99w3gWbIYwGgoaGhH374oaampr+/v7+/n8fjhYeHR0ZGrlmzJisry7NLJa+44gp7pKaoqGjTpk0hISFjn9XpdEePHh3tOdenzcvL++ijj+xHVVZWLpksWLtr1y77XnrBwcGLFi1yfUgIIT/VcdjWVzL7lQ60uwEghHyL4EBgHBkYR8aMmbsauhltEzPcQGsbmeEGRttIW4bHhYTk7geA+k5A6z4OAFSAEQgIjCGv/KdYmoC/L3NopJ0ZKLvwskYZWdMgGxDi3gQvSOUYACI4IIkmgxJJ+SKOPI0TnMaRJnh6uy63HFoJg6dc6ilQQNwmUN0DwZ4pc4kQmg/iQ+LjQ+I35G440Xji2/Jvh8xDU/VkWbZGXVOjrpGJZAVJBZctuixQGOj6hZo+/VRTV+fQKFWpkjdtmuHQ3REfH9/b2zs2CYggiNDQUJVKFRAQQAP9FXzl+povAGBMA/qzf6GG6yd2xqI/88psA0A2m+3DDz988803z549O1UWWVhY2JYtW5566im3Cic7kZaWlpubW1xcbDKZXn755eeee250u3SdTvfyyy/bt6/LyMjIyspyOPbtt9+2V/lKS0tz2JJsZqdNTExcunRpWVkZALz00ktbtmy5+uqrRwNeAwMDu3fvPnbsmP3LTZs24W61CF0M5KmcGQSACBIkMaQshSNLJuWLfFMVGCGPE0eS4kgyctWFKYd5kB2upzX1jKaGNnQxAWFuf0qkrR8TQmJhpIMRhWMS0JRsBtbQzZr6GGMPY1Czxl4m8RZ+aLZ7rzCSGMcJjL6DCQhx7ySKTI6hhwlK5ASpSGkCGZTICYwj59d6KcXyaQJA9qVeCT+H2NuB4+qesAgh/yLkCQuSCjJCM7S09sfGH8+0nqGZKed1w8bhA+UHvq36dmn00lXJq9KUadOev+fEia6fcgtG8YOCFt9/P+mVbemEQmFkZKS9lC0AKBQKlUolkUgA4DSc3gW71DBJfpDdEljyIDw4uuYLAKihKv3ZVxjLJLVuudIESc4zpCjc098BmiHCSc3zae3fv/9Xv/pVe3u7K53FYvEf/vCHbdu2eSQbaHBw8MknnxwaGgIAoVCYl5enUCgGBgbOnDljNpsBQC6Xb9++fXRvr1G33HILTdMAcPXVVz/66KMeOW1PT8+TTz45ukGYQCBQKpWBgYFqtXpwcHD0J3zFFVc8/vjjs//e/YJWqyVJMjDQjSg4unhQFGXfaVIoFErmeHeD2WMZYGm36znU/dt68veOK7onEoWT8lRSnsqRpZCyZE5QEskNwDexAAA2m02r1crlcj/aVhN5094crWXMh7KBseStR93/i8MuqJ2aTP2ssZcx9jJGNWvsZQxq1tjDmPoYQzc7cRVe3h8D0ra4V4WhYZ/1+O/Gvayt/pso4cZ5FbwZR6vVEgQhlbq5c/NQMXy7fPKnghaD6h5IuAuEuJ2r3xudiggEApyvoknZpyIymYzL5Q4bh4sai35s+HEHxYtgAAAgAElEQVTY6GyvdLv4kPjLUi7Ljc/lcSZ/hRxuaCjfscOh8DPJ5y978klJdLRnRu8Cq9V68uRJqVSamJho/y3ogq5dsKsYiqc6xGHNFwAAy5qbPzPW7QF2klwQfuRqceYvCc7CrIGr0+msVisA+Nd8dYbxRYqifvvb37722msO7QKBICwsTKFQWCyW/v7+gYGB0acMBsPvfve7EydO7NmzZ/avswqF4oUXXnjllVfa2trMZvOPP/449tmYmJht27ZNjP7M0WkjIiJefPHFv/71r/ZKzxaLpbW1dWwHLpd7xx13bNiwwd3xIIR8wtjLDJTR/efogVJ6sIJe/gdh8h3uvVMKnqyoLckDWRJHnsaRp54vb4EbriM0A6YB1jI+JV+2yO2JF2Vk9+WOBMaR0gRSqiKDEsjAOI4onAgII+f5TNU8yPaepkZzeQzdrLGHMfYyjM2NkxjVbu8zKImeJAPI3ZP8f/buOzyq69ob//ec6TPqvXdUQI1qmunNdAw2YIONY2Mb3BLnTfzGye/65snNzb1Jfi7BiROXgAs2Btt0hDAdC2O6JCQkIdR7H5XpZ877x1BUZkY6I6G6Pk8eP6Mz++yzIWLmzJq11xoCPCbALQFNmfePSFwRuhbhG+E9feCWRQgZSG5KtyWJSx5JeORaybXTuafzqq1sdLqnqK5oR92Ob658M33U9BmjZng6ebZ/VldXd/OTTzpFfxiGid2woT+jPwCkUulDDz1k6VDUhrav8NVhHOZgPdFJBNEyLFuHdff2fAHgTdq2jL8ZKtOsnMCwypiN8ohH0aelYEjvORgA2rx5844dO+79GBwc/MILL8ybN2/8+PHidklrVVVVJ06c2L59+4kTJyxH9u/fv3r16pSUlN4HyYKDg99+++1Tp06dO3eutLS0ubnZ2dk5KCjo4YcfnjNnjtU+7g9u2vDw8Pfff//cuXM//fRTfn5+c3OzyWSynJiYmLhgwQJ3d/de/FkJIf2n+qLp6Nq29kfqs7hRAidxj2UZFjI3xtKzxhL0cRslEtrVixDSVXMhx7Advmv0iBW8vbq5yGzS8o05XNeaxDJ3RuHNWoJBSr+7j73vPBYNdPcSdT53eqvNXsU91OZAACiYlTgxzsGsUzDrFMQ6BbN+k4fMF57ChG3A9TfAsPCdg/CNCF4DsbL7swghwx3LsJZC0dXN1adzT6flp+lNNjtftupbj944mpqVGusXOyd2TkJgAsMwhpaW9G3bDC2dC8yHLl7sPX78A16+FTKZjAd/Cqd2YEcTbCY3derzZcG1lrVe+RPXaqU7GCt1ViX/H4n32L5fMek1R7aA/fGPf/zd735neaxSqf76178+99xzYrubFX/44YennnqqsLDQ8uOrr7763nvvObBcMlTQFjBixyDfAmZs479Kam7fvNIrWbRkr+B16up5uSd96eEg2gJG7GusaW7INTbfYozliqZc8+ifyYLmCAuvFh02nnnZkTCK3ONOMEjixCRslXmMFvYrWnjQqKkyG5p5vZo3qHmZG/PQ74XVkWkpNn83q2fdqWzzmSB6ZM+ge/ntWw5uAQOgrUDh5wjfCEWvGjyTwYy2gJFutd8CZnWAzqi7VHTpZM7JiqaKbmfzdfGdETHN+eg1XVHniIlXcvKY554bkEyZPOR9iA/zYDOhycqeLwCAoeJsW+b7vMlKiWixa4TTuP/LKofMVlkdz7MM48CXO0N0C5jgAFBeXt6YMWNMJhOA0NDQY8eORUdH9+TEpqampUuXpqWlAWAY5sqVK2PHUlBw2KIAELFjkAeAABxY1NqYez8CJJIzT2a6MJS8048oAETs6/1dV8b7+mv/v80Wvz0099+qoNnCXhr2L2xtyrv/8uIUxK4+J+y9ktPjizg1HC/hCACqAHZN2jB/j3Y8AERGAAoAkW51GwCysPQCO513OqMsw/4n68acHNSrExj/ZDbQBXc2GzsFByf/4hcimeN7j00mU0VFRV1d3dixY3tebLcOddux/Qf8wNt4OxFDvBzL12KtAh2/peA5Te4XutvfWj1LGjhLlfDSECr6c9Fg+FCjmS2TPakQXNR/iAaABH+g+c1vfmOJ/nh4eKSmpvYw+gPAzc1t3759EydOLCoq4nn+t7/97ZEjR4RenRBCBNFUm5W+gveGeCWL2geAOB3flM850KmaEDJoqW8L7tPXlQPbwaQuHb9EVQsO5IhkkLkx+sbuT2TFUHizqgBG6csqfFmVP6P0ZVUBlq1t1JOUEEL6AMMwowNGjw4Y3aRpOnfr3Onc06361q7DmouKdHV1AC7xJZf50nDGcxwTOMo9PP6FFxyO/nAcV15eXlxcbPl4XldX15Om2wYYDuLgbuzWwma7kiQkPY/ngxHc6ThvULdc/bOpPrPrKQwrUcZtkoUtE/iHGDDlHPeRRnPVaATwnU43WyoNGDpBnN4QFgAqLS397rvvLI//53/+JyYmRtDpXl5e77777sqVKwGkpKQUFhaGh4cLmoEQQrrBo+kWV3OZq75kqrnMtZaZH/vRWehHHe+xoltf33nsEsZ6JYsY+qxEyPDiEiHySja3FJn1TY7n0jjwHafMtWMAqJXnOTAC7zlV/qy+8U4AS6xgVP6MwpdV+bNKvzshHqUvq/Rl5V7MCHrtMhtQcQQNV5D4h4FeCiFkJHJTui1LWvZIwiPppeknbp64XXv73lOaqqq2uw3XAfA8X8DXFYqbkuKDTHU3HnJ+SCoW9n2CyWQqLS0tKyuzhH4sioqKvLy87CcBXcTFj/BRNaptDQhE4LN4dgImdH3K2JDVevXPvLVe76zCy2ncG2I3YcGBgdLG899otft1unt/d0ae367R/HZkJAMKCwAdPnzY8iAqKupnP/uZA9dbsWLF2LFjr127BiAlJWXr1q0OTEIIIe1xBtRnmCxBn9qrXKePc9WXuPBlwj4D+U0RJ70q80oWeydToy5ChqekV2RJr8gA6Bt59W1zSzHXWs5ra82aKl5bY9ZU89o6M99dkhArFfz6IO0YAAIPQwsvcxM2z/g35GYOToGM0pftPOEIpM5C4eco2A5dDcAg4mdwou8XCSEDQ8yKLYWiC2oLTuacvFpyVVNfpy4o6DyOYdxjY6tN6i8ufLHv2r6Hox+eGT3TXdl91yDLhq97WT/ttba22kkCKkPZx/j4Kq7amlkF1RqsWY7lEljpXq8vSW278U9Ye18Ue8Y7jf01K3PrdvEDjgdO6fXbNRp1l816PxmNV4zG8RIrf/ZhRlgA6OjRo5YHa9ascXif26pVqywBoNTUVAoAEUIcw+n4mitc1QVT1QWuPtPE2WzCgJrLpvBlwl7NnUPY5F/Ie7tEQshQIHNnfCaIfCZ0vqvhzdDV8Zoas7aG19SYtdX3/6upNuvqeZ5zJAOoU7yGEcHYKjgAFDCDapIB2gqU7EHBDjReb3eUR9FOxP9uwFZFCCEAgAjviAjviPJbWZ9ve/M6L9bA0P5Z18hImdudiEmrvjUlMyX1RurYkLFzYudE+URZndBoNJaVlXXK+umksLCwaxKQGuov8WUqUs2w3v+RAbMACzZggytcrTzN6VrT/2ao/MHamYw8bKky7meCE1kHQq7J9K+2tnzO5nc7+3U6CgB1VnA3eDl37lyHLzlr1izLg6KiIocnIYSMQJwBdddMlT+aqn7k6q6bOEP3pwCoudIHlT4IISMNw0Lhwyh8bN7UGpp5iUpw9k3ME9KQ+WKpKyN1ZWSujMRpxOfvCGXSoGwvCj9D1Qmr30Wj8DPE/xagv1hCyADTNzWVfvrVFC5oEhtwG/WX+bJKsxqAU0iI0q9zkywzb75SfOVK8ZVg9+CZMTMnR0yWiO4EIwwGQ0lJSUVFBWc7eAFApVKFhYW1P8KBO4IjX+LLNrTZOisa0ZuxOQbWd29xreWtV//EtZR0fYoRK1RJr0n9ptpZ0iDRwvO7tNpDOp2tLd9SYJlcvlap7NdlDRBhAaDq6jvbBYODO1eE6rnAwMBOsxFCiC08h4ZsrjLNVH3JVP0TZ2wTXK2jMYcztPBSZ/owQAjpS53KOfeQaxTrGjVyCvP0Hd6MuvMo/BzFX8HYYm9kyy3UXYDXlP5aGSGEWGHS6TL/8Q99YyMAEcNGwzua8a5mWvJDxGXBcs5sM5RT2lj6xYUvDlw/MCN6xvTI6Q3VDeXl5fZDP0qlMjQ01NfX917uDw/+PM7vwA475X684LUJmx7Gw4yNiLmhMq0t42+8yUqtaJFzqNP434hUAXZWNRhwwBG9fqdGo7HdoG2iRPK8SuXLjpS3ZmEBoMbGOzWfPDw8HL6k291st3uzEUKIVZpq8945rSaNgyVaxUrGe6zIZ4Ko20IehBBCBqnmmyj8HIVfQFPao/FiJZpzKABECBlAvNmc/dFHbeXlnY5Hjxq75pVXmg2tp3NP/5D/Q4vOZjjbZDRVllRebbjKwl5gQqlUhoWF+fj4tN/2lY/8T/BJFrJsnSWG+BE8sgEbOrd4v79+ozZnh67woNVnpQEzVAkvM+LBXi0h02T6sK2t2HbsLFAkek6pHAnbvtoTFgDy9PSsqqoCUF9f35Mmc1Y1NDRYHvQmikQIGQmUvqzUhREUAFJ4MZ6JIt+JYp8JIq8kMTuyXtIJIWS40NeieBcKP0f9pZ6dwMBnBiKeRvAaSEZEJxdCyKCVv3t3Y05Op4NKX98xzz/PisVuYreVY1cuTVqaXpp+/ObxgtoOJaJVIlWMc0ykKlJkt7COQqEICQnx9/dvH/qpQ93X+PoYjvGwnfCCic/jeV/42hrAaapar/6ZU+dbeY4VK+N+Jg9bamdhg0Gd2fy5VntKb7NEqJxhVsnla+Ryid2macOSsACQn5+fJQBUUlISGxvr2CVLS+98gePra/PXjhBCLPwmiwr2WS9Zd49rBOszUew7UeQzQewcOlISOAkhZBgy61F5DIWfo2w/zD2r9KYKQeh6RG2GU+QDXhwhhHSvOCWl4ty5TgclTk7xW7ZIVKp7R+71C7tVfetU7qlrJdeUImW0U3SUKoplusn66bThC4AW2j3YcwAHDLD5yhmBiGfxbAIS7ExurLnYev1d3tja9SlW7uk07g2xu4NBgP6h4/lvdbq9Wq2tvwUGmC2VPq1Uuo+YPV+dCAsAjRo16vr16wBSU1MXLFjg2CVPnjxpeRAZSe/ThJBu+E0WF+wzdj2u8GF8J4j9p4sDZ4pVASP0FZwQQoabjLeQ/b89Gil1Q8jjCH8K3tMe8JoIIaSnaq5cKT58uNNBViKJf+EFhY0NNKN8RwU6Bz7k/lBDXYP9yRsNjVktWQ3VDZPZyQtcFljaxvPgT+HUp/i0ETbrq3jAYz3Wz8d8exvKzKa2m9v1xYdgrVyOxDNBNfZXg7nXOw+cNxi2a7U1tvd8RYrFzyuVceIR3UlT2B9+8eLFe/bsAbBnz54//elPUqlU6PV4nv/uu+8sjxcuXCj0dELI0NVaahYrGbmnsExLvyn3X6acAlnfyWL/qSK/KWKVPwV9CCFk2Ald100AiBEjYBHCNyJwOUSDvQIFIWREUefn5372Gd8pgMIwcZs2uUREWD2ltbW1tLS0urq681kdNRmbspqzyrRllr1dJ3NOnsk7MyFsQkBsQIpnSiEKbZ0og2wplj6Gx5Sw1+LKrK1pvfpnU1OelecYRh6xWhmzAXbzkgZWjsn0kUZzy2SyNcCVZTfI5Qvk8hG346sLYQGgJUuWiEQijuNKS0u3bdv2y1/+Uuj1du3alZ2dbXlMASBChj2Thq/80VRx1lRx1tRcZB7/hjz+RZmgGZxD2NinpB5jRH6Txc4hg/eNhxBCSB9wT4ZbIpoyrDzlOhrhTyFiE+RUQ4AQMuhoqquzPvzQ3CUGEbV6tVdyctfxarW6uLi4vr7e/rT1hvqs5qxKXWWnsj7N5uZ/FfyruqBa6a30jvN2CXFhOpazYcBMxdRn8IwPfOxfwlB9UZPxntlgpSI1I3F2Sv6FxGeC/RkGUL3Z/JlWe1qvtxU/EwHzZLKNSqXLyCv3Y5WwAJC3t/fTTz/973//G8Bbb701Y8aMiRMn9vz00tLS119/3fJ41apVoaGhgq5OCBla1AXmg4tbuHb118rPmoQGgAA89HvrHQoIIYQMQ+EbcO3X939UBCBkDSI2wX3swK2JEELsMbS0ZP7978a2tk7HA2fNCpw9u9PBhoaG4uLipqYm+3O6ubm5+rjWVNTU1te2j/7oob+N22W4kw2kqdUU1xZLnaVeMV4eozxYMQtgDMY8i2ejENXNunlOm79bm7cL1opGi91GOY39NascpDF3Pc8f0uu/1mh0tsfEi8XPq1RhInvltEcaxn6yWVfl5eWjRo3SarUAvL29Dx06NGnSpJ6cWFZWtnjx4szMTAAsy6anp8fHxzuwYjIkqNVqlmWdnakNx4jGm7FncrO29v6LDCvB+usukHKW9zy5XO7k5DRwCySDl9FoVKvV7u7uInrPJtY0NzcbDAYA9EsyDGkrsC8ErBSBSxG+EQGPgHGkXoNarWYYxsXFpc8XSIYBk8lkuRWRyWR0v0qsstyKuLm5ibsrGcPpdOnvvddSUtLpuMeYMfEvvsjcLTbM83x9fX1xcXFzc7P9CV1dXUNCQry8vCw/tuhazuSdOZN3plHbWIKSAhSYYH2vk1guDo8Ofy3mtSXyJQy6SXgx6+par/7F1HjTynMMIw9bqox9BuxgLJfDA6f1+s+02nqzzUYxviy7SamcJrxkTc8N0VsRwf+PBgYGbtu27bnnngNQW1s7ffr0t95667XXXrPzKc5S92fLli21tbWWI2+++SZFfwgZ9hgWQbMlt3bfL8NvNqLqAuc3YwAXRQghZHBTBGDWEXhPg1jV/WBCCBlQZpPpxr/+1TX64xwSMvrZZy3RH57nq6uri4uLNRqN/dk8PDzCwsJcXV07TCV3fiTxEX4M/8+yf5Zll5nqrEd/JJBE6CJCMkJSslJqQ2sXjlkY4BZg60LGmsut19/hjda2fYmVqsRXpP6DtL7+LZPpI40mx3a5H0uL99VyuZT2fFkjOAPI4s033/zTn/5070d3d/dNmzbNnz9/6tSp935fjUbjjRs3Tpw4sWPHjqysrHuDly9fvm/fPob+/xjWKAOIWJSkGk+92OGtLu5p6bjfSSgDiNhHGUDEviH6tRvpT5QBROygDCDSrR5lAPF89ief1F671umw3MNj7K9+JXVxMZvNNTU1RUVFlg00tjAMYwn9WH3JuoiL/8a/K1Bh+bG1qrUup665rPneti0GTCACR2GUFNL2c8YHxM8bPS/Wr2PjdrvbvkSuUU7jfi1S+tlZ7UDpttwPA8ySyTYpFP3T4n2I3oo4GAAC8Pbbb7/xxhumLrE3uVzu4eGh0Wisbmt85plnPvjgA5lMcBEQMrRQAIhYmDT8rrHNnAGMCN7JooCHJcHzxS7RPAWAiH0UACL2DdG7ruHPbAD7APPtBaEAELGDAkCkWz0JAN366quKH37odFCsVI795S+Vfn4cx/300096vd7quRYMw/j6+oaGhiqVVrp05SJ3B3ZkIavrU4ZWQ93Nuob8BneTeyxinWDzjjrIPWhWzKzJEZMlIolZW9d6/a+mhmyrI2UhC1VjXhiE2756Uu4nWiTarFLF9GOL9yF6K+J4AAhAWlrayy+/fP369Z4M9vHx+a//+q/Nmzc7fDkyhFAAaDjhOVT9ZCpJNfpMEIcvkwg9PesjvVMQ6z9NLHW5k/d3766LAkDEFgoAEfuG6F3XsMWbUXceJXtQ9CXm/wCXmIFeEEABIGIXBYBIt7oNABUdOlScktLpICuRJL78smvUnerLN27cuFcFpfNIlvXx8QkLC1MorHQ7KUHJZ/jsIi7aWWEUotbp19Xl1Z3KOdWs66aukLvS/WG/wLEtaXLOyjY0RqJSJb4q9Ztif5L+xwMn9fqdWm3dgJb7sWqI3or0KkI2bdq0a9euHTp06P333z979qytxLbExMSNGzdu3brValyTEDI48Rxqr5mKDhuLDhsthZybC8wOBIDGbKaMP0IIGabU2SjZjcLP0Vpw50jRl0j8/YCuiRBCHriKc+e6Rn8Ylo3btOle9AdAWFhY1wCQSCTy9/cPCQmxui2mHvW7sOs4jnPgbF3dG96P4/EFWMDIGCRgwegFl4svH8s6Vt5Ubv0E3lxb8dOenML9LPuQp8csb2936f1berFrpNO4N9jBt+0rw2j8t0ZTwNn8e6ByPw7oVQZQezqdLi0tLS8vr7a2tq6uTqVS+fj4BAQEzJgxw9/fv08uQYYQygAaujgdX5FmKj5sLD1uMrR0eH1gRFh7yUXm3ttXWMoAIt2iDCBi3xD92m340FagZA9K9qA2rfNTqjCsKEB33Wf6AWUAETsoA4h0y04GUO2VK9nbt6Pj52iGYaKffNJvSuckmvT09IaGBstjsVgcEBAQEhIikVj5SlUH3WEc3o3dWtgsGOQM50fx6HIsl8DKDPk1+alZqZnlme0/4/PGNmN9Om+4X+9ZxDDxri6zvb1DVEp52FJF3DMMK/gr3geqhON2aLWXDQZbAxhgrky2Ual0H7jQzxC9FemzPXJyuXzu3Llz587tqwkJIf3JpOUrz5uKDxtLjpmMbdbjwjyH0hPGqDWDpb4DIYSQfsVpUX4IhZ+h4ih4Gx1Y2opQ9yO8pvbvygghpJ805eXlfPYZumRRhK9c2TX6AyAsLKyhoUEqlQYEBAQHB1vdUGaC6QiO7MbuZtjcySWDbAVWPIpHlbC5qybKJyrKJ6qssez4zeOXii6ZOBPXVmFqyAbfIYmG4/n0JnVGc1tizJJHPGfEDqboTzPPf63VHtHpbKb9ANEi0XMqVWw/lvsZTuhvjZARzaDmi48aS1KNlWkmzmaQ/b6SoyYKABFCyMjCc6g+hcLPULoXptbuxxd+QQEgQsiw1FJcfOOf/zR36YMUPH9+8Lx5Vk9xdXWNj4/39PRkrbWm4sGfx/lP8WkVqmxdlAEzC7OextMe8OjJIoPcgzZN3bQq4ZFjx//vqYpsE28llsJIXSReSTltupzv3wn2CJ4XN29S+CSW6Y/mWbZYKj3v0Wo1trcoebHsBoVitkw28FmmQ9aDDQAZjcbCwsKoqCirv+6EkIFi0vAl35uKDhrLzxrNxp6exYjAGXnwgyG1nxBCyINXdwFFO1H8NfTWi5h2xojhPx/+Cx7wsgghZABoa2oy//EPrktXL99Jk8JXrLBzore3t9Xj6Uj/BJ8UocjOuUlIehbPhiFM0FJNTbf4a3+ZK62fPjruUn3Dmbq6ev39b3pFzqFit2jcDfeUNpRuT9t+MP3g/NHzp0ZOlYr7+7teHjih1+/UauttV3pWMswauXw5lfvptd4GgCorK1NSUrRa7UsvvdT12ebm5piYGCcnp2nTpq1fv3716tVU74OQAcQZUHHOWHzYWJxqMml6Wv+LEcF7rChssSRsiVThQ6+5hBAy3LUVo3gXbv8bLXk9PcV1NMKfQsTTkA+6MqKEENJ7+qamjA8+MHaJPnjGx8ds2MAIjEpcxdUv8EU+8u2MiUXsJmwajdHCFsrz+uJDbdn/tmz7krHsdG+vaV5e2S3Nx6trSnQmsUc8q7ASkKprrfvq4lf7ru2bEjllUfwiV4WrsOs6Kt1o3G630rMImCeTPalQuFFOSV9wvAh0Tk7OW2+99d1335lMppUrV+7du7frmPr6ei8vr3s/WjrBP/fcc0L/hZAhh4pAD0INWVzq+rZOdZ3tEMmZgIfFoYvEwXMlUte+/DdLRaBJt6gINLFviFZeHALqfsSVn6PeXuPhDpzCEfYkwjYMktbv7VERaGIHFYEm3WpfBFrb0nJ1/36Djw/T3MycOnVvjEt4eOIrr4isNfOyJRe5n+PzDGTYGROIwA3YMBVTGYFZ92Z9U1v6u8baq1aflXgmVgat+v7WhU5VorsSs+IJYRMWJyz2dfEVtABByjhup1abZrvSM4Aksfg5lSp0UL7RD9FbEQczgN55553f/OY3+i75b/bV1NQ8//zzx48f/+yzz6w2vSOEPDhu0SKmBy9NYgXjN0UUtkQSskAicaJYLSGEjCRS9x5Ff6RuCFyG8KfgN5d2BRNChjGdTldRXl5eVobAQAC8pyfj5YW6OgCqgID4LVt6Hv0pQMEX+OIyLtsZ4w73dVi3AAtEEBxQMNZea0t/16xvtPIcI1KMelwxap0zmOig8RVNFceyj1mqRFudymQ2XSi4cLHw4rjQcYviFwW7BwtdjH09qfQcJRY/o1AkWGuXRnrDkQDQf/zHf/zhD39of0Qul1sd6ezs/Pvf//7o0aMXL17k7qZ17d6922Qyffvttw5cmhDiMFaCkAWSW7utR9mlrkzwHHHQPEnQLLFYSXfzhBAyIrnEwmMcGqx/ewxWBv/5CH8KQSvAUkMAQshw1tzcXFRU1NLSAgDtNh+ZY2LYujqZu3vC1q0SlaonU9WgZg/2fI/vzbBZ40YBxWIsfgyP2WnyZQtvNmpzduiKDnXtTQZApPBRjf0/YvfYe0cC3AI2Td306NhHz+SdOZlzUmPQWJ3WzJsvF12+XHQ50jtyUfyixKBEoQvrSsfzh3tQ6XmtQrGAKj0/GIK3gKWkpCxevPjOyQyzbt26p59+et68efaznhobGz/66KM//vGPzc13Ott9+OGHmzdvdmzRZPCjLWCDU8UPpu83trU/InVmghdIwpdJAqaJmf7qCkhbwEi3aAsYsW+I5l0PDTnv4OrrHY4wLLwfRvgGBK+B1G2AliUYbQEjdtAWMGILz/M1NTWlpaV3Qj/WRkjPnx+3ebPCt/vtUXWo+xpfH8dxDjaTXWSQLcXS1VjtBEfuirnWsrbrfzWpC6w+K/Wfpkp4mZHYDFRpjdqzeWdP5pxs0jTZv1C4V/ii+EVJQUmOlXPhgON6/ZdabaPtSs9yYJVCsVqhGBLfMAzRWxFhASCz2S28CrcAACAASURBVDxq1KiCggIAcrl8+/bt69at6/npeXl5CxcuLCoqAhAUFFRYWCgWUx/64YkCQIMTz2HP5GZtHS+SwX+aOGyJJHSRpP/zfSgARLpFASBi3xC96xoatJXYF2ypHgrX0Qh5DOFPwSlioJclGAWAiB0UACJdcRxXUVFRVlam0+nsj/RxdR0zbpz9Mc1o3ou9B3HQAJs1bkQQzcO8J/CEO9wdWTGgL0nVZH/Mc9YKs4jkTvEvSoPm9GQeE2e6WHTxWNaxSnWl/ZH+rv4LxiyYFDZJLOrpB3keOKvX79TpquxWel4kl69XKFyGTrHgIXorIiwAdPDgweXLl1se79mzZ82aNUKvd/Xq1UmTJlm2g3377bePPvqo0BnIkEABoEErb5dBLGdCFgzkPi8KAJFuUQCI2DdE77qGjAubIPNB+Aa49UHC/0ChABCxgwJApD29Xl9WVlZRUWEyWa+Jcw+jVoeEhISPHWsnC6YFLfuw7yAO6mAzkMSCnYM567DOBz6OrdmsV7dlvm+s/snqs2LXSFXy/xE5BQqak+f5nKqckzknM8rs1agG4CJ3mRE9Y97oeQqJwv7IdJNph0Zz2+5f7GCu9GzHEL0VEZaAc+TIEcuDhISE1atXO3C9cePGrVmz5uuvvwZw8uRJCgAR4oCGm9ztb408x096q5vX3K6i1w2JnEpCCCEDZ/KOgV4BIYT0h9bW1vLy8qqqKrPtfUl31NezubmjFy/2HjvW1hAttEdw5Bt804Y2W2MYMBMwYSM2hiHM0VXDUH2xLWMbb1BbuwAjD1+hjHkKrOCtNgzDxPnHxfnHFdQWHMs+dr30uq1kkWZd86GMQ6dyT82OmT0ndo5KZmWLWT7HfarRpBuNdq5IlZ77n7BfiwsXLlgebNmyxeFW7vPnz7cEgH788UfHZiBkZNLW8EWHDbe/M9bf4ACI5EzyL+RSlyGTJ0kIIYQQQshg0NDQUFpa2tDQ0M04s5kpLUVeHqNWRz32mK3oTxvaDuDAfuzXwHpBZYtxGLcRGyMR6fCyYTZocj61Ve+ZlbmqEl+T+ExwfH4AQIR3xIszX6xtqT2Zc/LcrXNGznoQp03fdijj0PfZ30+LmjZ/9HwPlYfleA3H7dTpTuv1drYa+YhEj8nlVOm5/wkLAJWXl1seREdHO3zJqKgoy4OqqiqHJyFkBPrpP7XFKfdffzkdX5xiHLWWMnoIIWTE482oOYOinYj9BVzHDPRqCCFkkDKbzTU1NSUlJW1tNpN07jAazQUFovx8RqsFELZkSeCsWV1H6aA7jMPf4ttWtNqZLAYxT+GpBCQ4vnTA1JTXlv4O11pu9VmJV5Iq+ReszKM3l2jP29l77cS1C8YsOJ59/Nytc3qTtUpDgN6kP5lz8kzemUnhk6aOXvCj1O2AXm+0XWfGhWFWKRTLZTLJ0Cn3M5wICwBZ9soCCA0NdfiS9wJA3QdcCSHtRK6StA8AAbi9lwJAhBAysjVeR9EXKN4FTTkAyLyR/KeBXhMhhAw6BoOhqqqqrKxMr7ceyLhPq2UKC/ncXLNWK5JIwDCBs2aF3m2EfU8PQz+hCF2HddMwrVer5zlt/m7trd13KvR3xLASRcxGefgKPICQirvS/bEJjy1LWpaWn3b0xtFmXbPVYQYz92XeD/9184zSb7RP7Hyle0jXMXKGWSKTPaZQKCn0M3CEBYCcnJwaGxstDxy+5L29Y1IpfXAlRICg2RKFF6Otux9Qr75oaikxO4ewA7gqQgghA0BTitLvUPApGq91OF78JZL/G6B7a0IIuaO1tbW0tLSmpqbbQj9MUxNyc5myMvA8f3ew39SpkR17H2mhPYRD+7CvBTZaxQMAQhCyHuunYirTu9dks6a6Nf0dU0O21WdFziGqpNfFrg+2V6NcIp8bN3dmzMwfb/94JPNIQ9v9TA4zUMpxt00my9fUzZVZzZVZSo8wn5i5Lv53MlLFwCNy+eNyuStLH1sGmLAAkL+/vyUAVFVV5efn59gl7+38cngGQkYmRoywpZKbO+73kvQeKzKoBTTyI4QQMrQZGlF+EIWfo+oEYO31v60EtWnwnt7vKyOEkMGF5/mmpqbS0tL6+vpuB6skEu25cygv71Rbx2fSpJgnnriXWaOD7nt8vwd7mtBkZ7ZgBK/G6lmYxaK38Q592cm2G/8EZ62hGMPIw5YqYjcxbD8VURaz4odHPTw1curFwoupWakV6spKjsvnOG2XDV+ahqKiHz9ReUX4xsxbGJz4tFLpR6GfwUFYACgoKCg7OxvA5cuXk5OTHbtkWlqa5UFAQIBjMxAyYkU+Kr25w6D0YyNWSkY9LnUJp1dSQggZATgtyvaj6EtUHoXZXkcVACjaSQEgQshIxnFcdXV1aWmpRmOvJDMAlmV9fHzczeZbH32ELv2q3OLjR61fb4n+WEI/3+CbRjTamdAXvmuwZj7m9z70wxvUrenbjDUXra9c7uWU/AuxZ6+KCjlGxIomR07hgsa9V3jldvYxbUORrZHy+kLfi9sNt0OKRs/3CZ/EMvTJZeAJCwAtXLjw2LFjAHbt2vXcc885dslvv/3W8mDmzJmOzUDIiOWZIFr8rZP3WBFl9xNCyPDHc6g6gaKdKNsLo72NBvcxYhitF2gghJBhT6fTlZeXV1RUmEwm+yMlEklgYGBgYKCuvDxj2zZzl+iPZ2Ki/6OPMiKRpbn7PuxTw1rb9bsCEbgWa2dgRu9DPwCMtVdb09/j9daDTVL/acr4razUufcXEooHfjIYdmq1xRwHn9gon9i2uts1uSdaqnPaD3NlmGix2INlAZQ1lm1P2370xtFF8YsmURhooDG87QLdXRUXF4eFhVkeHz16dOHChUKvd+zYsXtnXblyZdy4cUJnIEOCWq1mWdbZuXevSkVF+OknqNUAoNdDo8GqVRDage7997F///0ZAOzdi+BgYZO8/joyMyGVQqUCAJUK27cLmwFAaipEIgBwd9dUmgt+dPVcEuE/VVgQdngwmUyWivJyubw3BcXIMGY0GtVqtbu7u8jyr4aQjpqbmw0GA4Bh+0tSfwlFO1H8NXQ9bpnqNRlhTyDkcch9H+TKhgy1Ws0wjIuLy0AvhAxG925FZDJZb+9XyeCgVqvLyspqa2u7/XirUqmCg4N9fX1Zlm0pKkrfto3Tdd5g5R4XF/PsszWauh/dftwv2m+/1o8PfB7DY/MwT4S+eD+y2+idESuV8S/IAmf3wYWESzeZPtNoblkLrunUFbW3TjeWXlWAjxKJAmy8NXs6ec6NnTsjeoZE1E/b1h6cIXorIuzDZ2ho6JIlSw4fPgzgueeeO3PmTESEgHJT5eXlmzdvtjxOTk6m6M8wxtTWyt98EwBaWmAyQa3GE0/g5z8XNsv583jyyQ5HwsMFB4Bu3cLx4x2OdFv5v6uLF3F36yIAeHoKngHA8uUw3CnfowS85A/frDsqLADU2Iivv4aLC5yd7/wvLMzBxRBCCBmEdNXI/xcKd6Ilr6enuMQg7AmEPQmnyAe5MkIIGaRqampKS0ubm7tPfvT09AwKCvLwuNMovbWsLPMf/+ga/XGLjg5+Yd2X7K797H6O5eyUcPaD31qsnYVZfRP6AUyNOa3X3zFrKq0+K/FMVCX/nJV79cm1BMk2mT7XaLJs51XJXQOSJm1YNG6lIf/0j/lpZt56ve361vrdl3en3EiZGT1z3uh5ConigS2ZWCc4++Bvf/vbiRMndDpdWVnZzJkzd+/ePWXKlJ6cmJ2dvXr16pKSEsuP77zzjtBLkyGEMRgke/Z0ODRpkuBZuvaJMxisjbNL3OWXXEjW2x2dWgYID/Fqqjhlx8xSE6MsPWHU1vAKnx7v5iotxZYtHY68+Sb++EdhSzEYwLJW/loIIYQMOGMLMt7q0UiZJ4JXI3wjvKdRzy9CyEhWX19vP/pjKfQTEhKisuTyAwC01dWZ779vbGvrNJiJ87/6otN/ibdozVoTY5LAeqKKD3xWYMUiLLI1QCieM2hvfaUr2AtroROGlSiin5BHPtr/L/jFHLdLq02z+ynMmWEeVSiWymQyxg1eGxbHL0rNSj2ff95kth4watG1HMo4dCr31Ly4ebNjZ1MYqD8J/hAYERHx9ttvb926FUBZWdn06dN/9rOfvfrqqwkJNgtQVVZWfvDBB3/5y190d8OrmzdvnjVrlqNrJkMAL5d3PqTVCp6lTwJAfZKPx3GOzcmbUfmDKecLQ+WJ1ic7Bp5MrILncHuvIf4FWU+X0dIl+9SBzPbt2/Hii3BxgYcH3N3h4YE//xmUjkcIIYOBcxQ8J6HeeslPAJC4IHgVwp6E7xwwQybhnBBCHpzAwMB7baY7kclkgYGBAQEBEkmHMI22pub6u+8aOt5aNzprL89surmgwijqeOffkTe8V2JlH4Z+AHBNea3p73KtZVafFTmHOY39pcg5tK8u10OlHPelVnveYLDz5bkcWCKXP6ZQKJn7kSkvJ68nH3pyedLy07mnT9w8oTVa/xjYpm/bf31/albqzOiZC8csVMlUVoeRvuVIFsCWLVtaW1t//etfAzCbzR9//PHHH3+ckJAwderU5ORkb29vFxcXvV7f2NiYm5ublpaWlpZmbJf7sGLFig8++KDP/gRkcOoaAOqSXdk9WZfIiAO7twYoAKRv5G/tMeR9aWgpNgOQdGnawjEKAPm7DfHPy3oayu/65YYDAaCGhjtTNTejqAgAuuuPYEVRESQS+PpSJhEhhPSxsCetBIBYKQIWIfQJBC2HiL4pJYSQ+1xcXFxcXDolATk5OQUGBvr5+bFduo/rGxoytm0ztBtf59Z2euztG4kNTpFhjO37fB/4rMGaeZgnduhDtHU8p83frb31tdXEn/5v9G5RxXFf6XRn9Hrr+7gAADKGWSKTrVYonBnrn2Sc5c7LkpbNiZ1zIufEqZxTGoP1Txw6oy41K/VM3pnZsbPnxs51llNNrgfLwd/dX/3qVyEhIS+99FJ9fb3lSGZmZmZmpv2zGIZ5/fXX//u//3sIFUkijhlEGUBOTnB373Cky9uA4JXYnaH2Kpf7hb7oiJFrF61i0XnlJkYBQKRgdA283LNnEaCuASAHyhZaAkDt3d0ILcBrr+HAAbAsfH0REICAAOzebSXqRwghRKjQdbj6S/B30+Y9xiN8I0LXQ+4zoMsihJDBKygoKDs7GwDDMB4eHsHBwe6d7v/v0jc2pr/3nu7u/XC1R8vZ5IL0qApGIXWJiLAV/fGD32qs7rMyz3eZ1Plt6e9yLSVWn2UV3k5JP+/nRu81HLdfrz+q1xttF80QAfNksvUKhUcPPlWpZKrlScsXjln4w60fjmUfa9I0WR2mM+pSMlNO3jw5LWrawjEL3ZRujv8ZiF2OBy/Xrl07a9as//zP//z888/bumye7Gr69Ol/+MMfaOfXSCESQSq9E69xdwfLwk34P+OEBOzeDZHoTp6LXI5RowRP8tvf4re/FXxWJ+fPdzvEpOEL9hlzvzA03LSSNcoxih893wUgNasBXirRS2dPWPo7J894Ie8ifbIFrE8CQLW1AGA2o7ISlZW4eZOiP4QQ0jfkPvCfj7ZihD2JsCeh6u+cf0IIGXK8vb1VKpWnp2dgYKDc9k2pvqkpY9s2bV0dgHJv9alx+TfDqnkGIqnUJSKCtZbYHsKHrGPWTcO0Pmnufh/P6Qr2afJ2wkaVHKn/NFXCS4yk/7rl1prN+3Q6+6EfBpgqlT6tVPoJ/EJdJpbNjZs7M2bm5aLLhzMP1zTXWB2mN+lP5pw8e+vslIgpSxKXuCutR/FIbwhrA2+VWq3+6quvTp48mZaWVlFR0f4piUQybty4GTNmrFu3jnp+jShqtVrU0uIUEOBIus1Q05TH5e403P7OaGzt/l+Te6woZoM0YqVEohJewq20FFlZaGlBYyNaWtDSgg0bEBUlbJJVq7BvX4cjer2VZCv7IiNRUHD/x6go3LrV87MtvVddNm1ivLwkkZEIDUVoKCIjERQkbBlk+KI28MS+Idp7taeMLZBQDnxvURt4Yge1gR+BLLk/2traIv/Gs8m3c0NqeAYAWInENTKSlXTeYxVqDp3TMmepaqlE3Mfbr7iW4rb0d03q21afZWXuqsSXJD7C++c4qsZs3qPTHdfp7JQ+YoDpUukTCkVgr99zOTN3oeDC0ayjtsJAFmJWPDVq6qL4RZ6qQdryeIjeivRBAKi95ubmhoaGhoYGmUzm6enp6ekp6fJviYwEarWaZdlh/4ZaesJ4c7uh8rwJ3f0zEkkRulgS86TMZ8JAvzr87//i/Hk0NKCxEQ0NMBhQVyd4EpWqQ+WgmTNx+nTPzzaZTOqSEs/Ijh2L16xBp85xZASjABCxb4jedZH+RAEgYgcFgAYtjUZjNBpdXV37dlpdQ0P63967pso+PS6/1Of+LiRWInGNiGA7fhUah7jVWJ1sTG5WN7u5uYn7sORljxJ/tjL99R1AT7J+ACSJxZuUysg+Lf3J8/zVkqsH0w9Wqq33vLcQsaKJYRMXJyz2dfHtw6v3iSF6K9LHBVwtJbjCwsL6dlpCBqe8Lw2VadZfvu9R+rGj1kpin5LJPQZHm9433ujtDI2NnetGBwYKnUNU1qXNQShtcyCEDGk86n6EIpA2bRFCiFA8zzc1NZWWltbX1zs5OU2cOLEPJ29uqPr3kV+enHe93rXDHSwrFruEh7eP/iQh6XE8noAEAEZ0buHSS1xLSWv6u5w63+qzrMxNGb9F6jelby9qS63Z/I1O971OZ/+TTJJEskGhiHkAXV8YhhkfOn5cyLjM8sxDGYeK64utDrOkC/1U+NO4kHHLkpb5u/r3+UpGGurgQ4jj4jbJyk5af9lkRAiaJYnZIA2YIWaG2TY4hsF//AfKylBZeee/AQFC52C7BoCCgwWv5OBB/OEPiIhARARGjcKoUUhKcqQwNiGE9EZbMYp34fYnaLmF0W8g+X8GekGEEDJkGAyGqqqq8vJy3d2Wwa2trWq1uk+SgLTQHmn+bnvxXxqT1J2eYsRil/Bw0d2mw0lI2oANMYjp/UWt4DldwT5t3pd8l77AFlL/aar4LYy0PzIW68zmvTpdql5vsJv1EycWP6FQJD3g3TwMwyQGJSYEJqSXpR/OOFzSYL0eNs/zV4qvXC25OiF0wpLEJRQG6g0KABHiuICHxW7Roqa8DhtmFV5M5BppzJNSp6BhFvi5y80Nv/99L+ewEgByIAMoMxOXLuHSpftHDh3CkiW9WhkhhPSQoQEl36DwM9Sex72dwEVfIOmPYIZMKjghhAyUlpaWioqKqqoqs7lzt/Hy8vJeBoCa0JSClL263ZUVWWZx57ALIxa7hoeL5HIGzARMWId1oyC81UzPcC0lbRl/MzXlWX2WkbqqErb2T+JPk9m8X6c72IPQz2q5fJLQCqG9wDBMcnBycnDyzcqbB9IPFNQWWB3G8/ylokuXiy8nBCYsT1oe7CH8y2NCASBCeil2g/TCf9zpcO+ZIIpeL418VCqSDeyihgC2uRkiEbh2sbOQEMGzFBZ2PuJAnzhCCBHEpEHZPhR9icrU+83a79GUo+YMfOcMxMoIIWQI4Diuurq6vLy8tbXV1pja2lqDwSB1KAZRitK92Hsap/X6tuaiQrOxc/THsvNLJneahVmrsCoYDyyO0IPEH+WYF1lZHxc86qrebP5Gqz1mMNiv9TNGIlkvlycOXA3fOP+4OP+4m5U3D2cevlVtvcMMz/MZZRmZ5ZnjQ8cvSVgS4CZ4I8IIRwEgQnolcrUk4+/6oLniuKelbtH0lW9PaX7+c83LLysaGlT19SgqQkmJ4HZmQIdOZADEYoSHC57kgw8AICYGcXHwp4RSQogNvBl151H4OYq/grHF3siinRQAIoSQrtra2srLy6uqqjjOTr8pADCbzQ0NDX5+foLmv43bB3DgDM6YYeb0+uZC69Efn/C4RfJlq7DKC17C/gBCcM0Frel/45qtJ7MwEpUydpMsZOGDW4BFDcft1+tTdTqD3WGxYvGa/s36scMSBsqvyU/NSs0oy7A6huf5y0WXrxRfSQhMWJ68PNidsoF6qo+7gBFiMUK6gFmYTWAplCrEvdYbcrncycnJ8YnCw1FUdP9Hgd3o74iIuJ9J5OqKWbOwb5/jSyJ9hLqAEfv6tfVGwxUU7UTxLmjtdSq5T+qGR2vAUhfUAUZdwIgd1AWsP5nN5tra2oqKCsvfuX0ikcjX1zcwMLDnt4g8+Eu4tBd7s5BlOcLp9c0FBWZT5yRNV875yYjXVrqsU0HV7bSWWxEHuoDxnF57a5euYC/4zlvbLKQ+E5SJL7MyD0HTClXFcd/qdMf1evvBtkEV+unqdu3tozeOZpZn2olaMAwzIGEg6gJGyNBmNkKv5hVegnt1UfRnYPA8PD1RX4+Wu1/FO7D/S6tFcbumA2p15wZnhJARq60IRTtRuBPNN3t6ilsiwjcgdD1FfwghBIBGo6msrKysrDR2ycTpSqFQBAQE+Pv7S3q8BckI4zmc+xbflqL03kGTTtdSWNgp+uPeopxVmLB50duuLg92x5Cp/kZb5vtcW4XVZ/sn8aeY43ZrtWkGg/X4012xYvF6hWLswG346olI78iXZr9UVF90MP3gjfIbVsfQpjBB6JMrITC28vl7DFkfGTziRXM+VA70ckjPMAwuXwaA2lrk5yM3F97egifJy0OnuoOxsX2zPELIEGVoQvkBFH6OqhP3SzvbpwxE8GqEPwWP8Q94cYQQMgQISvlhGMbLyyswMNDd3b3nl2hE4yEcOoqjLeiwJ9ek1TYXFfHtoj+Bta4zrkeMbxqd/OrPFZ4PcM+X2dCiufmJoeykrQESn0lOiS8xMgF/TKEKTaZ9ev1pvd7+u1eMWPzYIM766SrMM+yVOa+UNZYdyTxyteSq1Wwg2hTWQxQAIiNaa5k5d6ch70uDoZkH0FZlVt82u0YO0+5dw5W3N7y9McWh7gk5OZ2POBAAOn4cW7ZgzBiMHn3nv3FxkMsdWQ8hZGDparAvBGZ9jwZLXBC8GuEb4DMLDL1xEEKIsJQfqVTq5+cXGBgoF3LXVIjCIzhyCqcM6FzWxqTTNRcW8ncLDIVWuc+4Hhlb7KNw90j6+c/lnp49v4pQhuqLmhsfmHX1Vp9lpK7KuGdkQQ+wPNxNk2m3Vnulu7/2aJFovVI5fnBn/dgS5B70/Iznuw0DWbKBKAxkCwWAyIh27a+6gv3tXih53Nyhn/wHxcCtiPSvm112djgQAMrIQH4+8vOxf/+dI19/jccf7+3aCCH9T+4Dj3Go+9HeGEYE39kI34jg1RB3X0WCEEKGPbPZXFdXV1FR0djY2JPxzs7OQUFBvr6+DNPT2gs8+AxkHMCBy7jMW0vPNGm1lugPwyOmxGf2lajgGjcACh+fpFdflQlJLxLErG/U3PiXoeq8rQFS/2mq+C2M9EHVI8s2mb7Vai91F/qxNHefKJUKrnYxyAgNA61IXhHkHtT/6xy0KABERrTRz8o6BICA/G+MY1+Xy9yH+msj6Zlf/xrLlyM3FzdvIicHubmOBICyszsfGTOmT1ZHCBkAYU/aDAB5jEf4RoSuh9ynf9dECCGDlEajqaioqKqq6knKj1gstqT8KJUCSi4YYDiFUwdwoH2hn04s0R+xHuNzQ6enh3s035lf4eub9OqrMje3nl9OAJ7Xl5/S3vzEbLDeGpJV+KgStkq8xz2QqwPpJtNOjSanS63rTuLE4ieUyiSBpawHOUFhoHEh41Ykr/B18e3/dQ5Cw+r3gBChPBNEfpPFVRfuv25yOj7vS0PCS7IBXBXpP0olxo3DuN69MWdldfhRJkN0tOBJDAYMnZ3YhAxnYetx9XWY2+0sUIUidB0in4Wz8ErzhBAyHAmq8gPA1dU1ICDAx8eHZQVsmFVDfRzHD+JgAxrsDDO2tfE5VXMyIqbcCFPq7m9uUvr5Jb32mvTBtALkNFWazL8b69JtPM/IQhYo437GiPt+YwEPnDcY9mi1BZy9Bl8MMFEqfVwujx5eoZ/2LGGgorqiQxmHMsszrY7hef5K8ZVrJdemRE5ZkrjEU/UAdwIOCcP2t4GQHhr9nPReAMgpmB39jHTUWvocTnqM5ztnAMXEwIGd1WPHQqtFUhISEpCYiHHjEBHRV2skhAgg9YD/QpQfhNQDIWsQvhHe0wBKCyWEEABoa2urqqrqYZUfsVjs4+MjqKe7RQEKDuHQGZwxopurBDS5j/5KFp8dLTJ3CC2p/PwSH1D0h+e0t/dqb+3q8FVBOyLnEFXiK2K3mD6/sgk4q9d/o9OVdRf6mSCRrFcqo4ZOb/LeCPMKe3nOy/azgcy8OS0/7ULBhYlhE5clLfNyeoDlwAc5CgCRkS54jsQ1ihUrmLhN0ojlUob+TRBBWlowbhxu3EBd3Z0jCQmCJ9FqkZcHkwmFhdi3DwCmT8e5c325TkJIz415E9Fb4TcP9JZACCEAAJPJVFNTU1FR0dJifbtTJ87OzgEBAb6+viIhMQge/CVcOoiDGciwWujnHgZMIhKn50bL/3EJps7RJVVgYOIrr0idnXt+6R4yNWS33fiAaym2sSyRPGKlIvoJhu3jKstanj9uMHyn1dab7fV2Z4CpUukTCkXwyAj9tNeTTWGcmbtQcOFy8eUpEVOWJi51Uz6YvYGDG93ZkBGPwSN7nGRu9O0ucYiLC06dAoC6Oty4gZs3ERkpeJLsbHTav52U1DfLI4Q4wGvyQK+AEEIGkfr6+hs3bpjthh4sLFV+AgICVCphNfLb0HYSJ/djfw1q7I+UQDId01djtfSnyrydO/kuuTBOwcGJL78sEZhz1C3e2KK5uUNfdhzWIgsAxG4xqsRXRM4hfXvdRrP5gE6XotdrbFz3ztWBuXL5apnMb+SFftq7tynsYMbBG+U3rI4xcaZzt85dKLgwM3rmovhFzvK+DxQOZhQAIgQU/SF9wMsLs2Zh1ixHzr1+vfMRfgCWtgAAIABJREFUCgAR4gDeDFMbJCPrTo4QQh40lx5spHIs5QdAAQpSkHIap/XQ2x/pCtd5mLcMyzzgUfr993n793fN8nAOCUl4+WWJwPBTNyzFnnO2m/Vqq88zIpli1Dp5xCowAiocdauK4w7q9ak6nfWdZndJGGaOVLpWofASUl9peAvzCntlzisFtQUpN1IyyjKsjjFyxuM3j5+9dXZ61PRH4h9xUTyoNm2DDQWAyHDBo+yUqeqCacKb8oFeCiECZXapWpeYKHiSbdvwpz9h/Pg7/xszhqoIkRFEnYWSPSj8HAGLMWHbQK+GEEKGFYlE4uXlVVNjJTfH4ZSfe7u90mGrjvJ9AQhYgiULsVAKKYDS778vsGyZ78g1KiphyxaRvC8/C3Ct5Zrcj002iz1D7BmvSnhZpArow4vmm0zf6nTnDQZ7OT+AgmEWyWQr5XJ3Cv1YE+Ed8dLsl27X3j5w/UBOVY7VMQaT4WTOybT8tFkxsxbFL1JKBfSnG6IoAESGPN6MslPG9Pf09ZkcgPBlEs+EEZ36SIae2FjMm4f0dNTWAgDLIj5e8CQZGaisxKFDOHTo/hEHChIRMnSIdKXMzY9Q9Bma797YFX+N8e9Q7R5CCOlb/v7+nQJADqf8qKE+hmMpSKlDnf2RDJixGLscy8diLGMpxs/zt3btqvjhh66DPcaMGbN5M+tAIw4beE5vLvq6tfp7Btb3vrEyV0XsM7KgOX11RQDZJtO3Wu1lo9F+6MeVZRfLZEtlMmcK/XQn0jvyF/N/kVOVc+D6gdu1t62O0Zv0qVmpGoNmw+QN/by8/kd3SGQIMxtReNCQ8b6+ufD+63LmB/pZ/xj+sVsyrLz4Il58EQAqK5GZiYICOJC6nN7xuymZDLGxfbM8QgYbTbm08AtF+XeSpkvoVCVUX4uqk/BfMEArI4SQ4cnd3V0ul+t0OqlUakn5USgENzi37PY6hVMG2N/VBAUUMzBjGZaF4H5JHZ7jcj79tObKla7jfSZMiH36aabvoiHGmsutmR+Ym8tFEgmYLsUiGEYWMEs5+llG2jf7hszAeYPhO50uv1NRyC78RKJVcvlcmYyaFgsS6xcbuyj2ZuXNfdf2FdUXdR0gYkWL4hf1+7oGAAWAyJBkbOPzdxtu/Mugqe4cki9JNTbdMruNonA4GYL8/eHv78iJHIcbHQvdjRnjSDd6QgYzQyPKD6JkDypS5LztDrjFX1EAiBBC+hbDMFFRUSzLenh4MF0DInYZYUxD2hEcyYH1bTjtWXZ7zcVcJTp8oWs2GLI+/rghK8vKKQ8/PGrtWithGoeY9Q3am5/qy0/ZKnotcg5TJWwVu/fN12w64Ixev0+nK7fb2R1AmEi0Ui6fKZPRTgeHxfnHxfnH3ay8uffa3uL6Dq3cpkZOHSG94SkARIYYXQOf/bE+53ODsdV6aiRvRvbH+qn/K/hLCUKGsNxcaLUdjjhQRchoxEsvITkZkycjKQkju4sEGUSMzSjbj+KvUXUMZmP340v3YuIHEFE9OEIIsaKlpUWj0fj6+go90dvbW+gpVahKRepxHFfDevnkeyxt3Rdh0RRMYdH5e1yTVnvjgw/Ut63s3wmePz9i5UqhC7OO5/TFRzS5O3mTxvoiRTJ55KOKyMfA9sGH6Eaz+ahef0ivb+muvVqcWLxaLp8olVLbmj4R5x8X6xebWZ554PqB0sZSjKT0H1AAiAwh2hr+xkf6vC8NJo29XbEiOSNxopdHMsJotZg5E9evQ333BsuBPmLZ2fjoozuPnZ0xeTI2bcITT/TZIgkRxKRB+UGUfI2KFHC6np7l+RDC1oPvvlcxIYSMKAaDoaamprKysrW1VSQSeXl5Ca3d03NmmC/hUgpSruEaD/vVbKCEci7mLsbiQARaHWBoacn8+99bS0s7HWcYJnzFiuD58/tkzSb1bc2Nf5iabtkaIPGZqIx/QaTw6f21Cjhuv053Vq+3n/PDAJOl0tVyebSYPrP3MYZhEoMSEwITMssz91/fH+UTNULSf0ABIDIkaOv47E/0N3cYOJ29txCJiol6TBL/okzpS/u/yAgzfjxOnwaAwkJcv470dMydK3iSq1fvP25pwfff4+GH+2qBhPSUWY/KYyjZg7J9MLb09CzX0Qh5DGFPwnnUg1wcIYQMMWazuaGhobq6ura29l7TdI7j6urqHEgC6lYjGk/iZApSamClZVgn/vBfgAULsdAJTrbG6BsaMt5/X1Nd3ek4w7Kj1q3znzattysGeINak/OZvvR456Jyd4kUPsr45yU+k3p7ISDDZDrQgxrPYuBhmWyNXB5M6dgPkiUMFB8Yb+R6kF88XFAAiAxqraXmzA/0+d8Y7Gf9K7yZ0c/KYp6UUu4PGenCwxEejlWrHDm3fQDIYvr03q+IEAFMGuwLhqGhh8M5eTAb/gQT/gTchO95JISQYU2tVldXV1dXV5us1RWurKzs2wBQPvIP4uBZnOXQTS0by26vZVg2ERPv9PayQVNdnbFtm76xsfMMIlHcM894jx3b20XznL70uCb3c97QbGOtIlnYUlXsU4y4V8UljDx/zmD4Tqcr6a7QjxyYL5evksu9qL1Xf2EZViaWDfQq+g8FgMggdSf0s8dgtlsL3ymYHf2MNHq9VCSn0A8hvdOprYZEgoceGqClkJFKrITHeFR9380wqYfRZ4HGd43Rc4a7u8eD28VACCFDjk6nq6mpqaio0HYqDthRU1OTTqeTy3tbLq0VrSdw4iiOlqO828FOcJqHeYuwKAAB3Q5uKSm58Y9/GFo6p4KKZLLRzz3nMXq0gyu+y1ifocn6iGsptjVA7B7HBz8hD0xgerEDS83zR3S6Izqdmu9mK5wXyy6VyxfKZKo+qmZNiFUUACKDTtMtc+bfdYWHjHZ6vABwjxUlbJWFLZYwdOdPSO/xPHJzOxwZOxZKpY3Rtl28iJAQ+Pn11brIiBO61mYASOqGoJUIXQ+/udqWNqOhmy7ChBAyclhK/FRVVbV0iZhYxfN8U1OTXy/er/OQdxRHz+Jstz3dAUQjehEWzcAMKXrUvrwxNzf7ww9Nus4F4CQqVfyWLS7h4Y6s+C6zrl6b85m+4jRsBGUYiZMyej0buFCttpEZ1AOVZvMhne6YXq/vLvQTLhYvlslmS6VSCv2QB48CQGTQufD/aat/spf245kgSnpFFjxPYjdplBAiBMOgqgpZWTh/HufP49w5B/d/bdyIW7cQH4/58zFvHmbMgErV12slw1rwo7i0FeZ2HydECvjNRchjCF4DsfCgJCGEDF8cx9XW1lZXVzc2NvLdBRos5HK5n5+fn5+fQuHItiYNNOdwLgUpBSjodrAU0omYuAIrYiGgaXrttWs5n35qNnYuACF1cUl46SWnoCBhK26H5wy6gr2629/wnN76CIaRBc5Rxj3DSF2MXRbQo0sA14zGAzrdte4K/TDAeIlkpVyeKJE4cCFCHEMBIDLoJL4s+95GAMh7nChhqyx4DoV+CHkAJBIkJyM5GVu3AoAD9z3FxcjLA4DMTGRm4u23MWMGzpzp43WS4U3qDr/5qDgMkRx+8xDyGIIfhdhmfVBCCBmBLPk7VVVVtbW1XHdlZSxYlvXy8goICHB3d3fsovnIT0XqaZzWw0b0pJ1ABM7DvAVY4AxnQVcpSU0tOniwazBL4eWV8MorCi/HWzUZqi9qsz/mNFW2BohdIxSjN0s8xjg2v/b/sXfn0W2e953ov8+7AlwBEADBRdRq7bLoRbIsybKtyEtkO7bjpJMmmbRN06TtzUlnpp17c3LvmXPaOaed23PPuZ2Zm2k7TdpppmnTiePGkfdF8iZvkrVZ1mItpCjuWEiQxPYuz3P/eEUYJEASAMFN/H2ODg/wbnho0gTwxe/5PUK8ZRi/Sqevz/QTURnbq2lPuVxtNIWZzDsKgMii07xXCd4pDx6f8KczeKe89Xf1FZ+jgJyQ+VLG51Gv5s3cuf/+ioyFLC+b/girvorWL1DuQwghk4yMjAwMDAwODhrFTYNljHk8nlAoFAgEyuuYNozhwzj8Cl7pRe+MBytQ7sbdD+PhbdhW6gMJzi//r//V+/bb+buqQ6Ft3/2uXm50ZSd6U+d+ZAwen+oAZ86XvvIRsHJaL/dx/lwq9bphJGcqwqpn7KDLdVDX66nHM1kgFACRxWjb77le/+2Eczt4p9z+b1xNe+h3lZBFLz8AeuCBhRgHWeIa71voERBCyOKSSCQGBwcHBgamb+2cq6amprGxsbGxUdfLWeFIQJzBmZfw0vt4f8aFvQD44Lsf9z+CR/wop0jHzmTO/+3fRs+ezd9Vt3r11t/7PbWsGeXCSqc7/iV9+Wkx5YrCTG+5z73pm5JeX8b1z1nWoXT6PcPgMx3ZJEmPut0PappOjX7IgqI31WQxat2v+G+V1Vp22x+6ArdRbSQhSwHnOHJkwpbaWuzcuUCjIfOOG+h/He4meNsXeiiEEHKTSKfTkUhkcHAwHo8XeYqu64FAIBQK1daWNvcqK4bYERx5CS8NYGDGg5013R/Gw7uwS0aZL9qtROLjv/zLkY6O/F0Nt966+bd+S9KKah09gRBG/7vJcz/m6chUhyie9VVbvq141pd67TTwZibzXDp9rYj5d5sU5Qsu192aRjU/ZDGgAIgsUg/9rFpxU0BOyNIhBH72M7z6Kl57DSdOgHPcd18588iiUTQ0zMH4yNywkuh7Gd3/gp7nYAxhzW9g1/9Y6DERQsjSlslkwuFwSbmPoih+vz8QCDQ0NLCyakxs2B/iw1fwygmcEJi5n7Qf/gM4cAAHggiW8XBZ6UjkzA9/mBoczN/VtGfPLf/qX7HSZ65ZwxeT535sDV2Y6gDJ1eDe+Jt68z6U+N+q37afz2RezWRmnO2lMbZP0x7V9TWzWEWekIqjX0eySFH6Q8gSI8vYvx/79+PP/gzRKA4fRnmdGvfsgWnKn/+8eu+9eOSRcpaiJ/PAGEb/q+g5hO5fwsxZcrj7WXADUukf1RJCyLJnmmY0Gh0cHIzFYkUu6SVJktfrDQaDZbf4AXAd1w/j8Ot4fRjDMz8ipG3YNsuSn6yRjo5P/vqvjbyl6xljKw8eXHnwYKkX5KlI6uL/nGaJdzDZteqge/3XWCnLSgrgjGUdSqWOzbS2FwC/JH3e5XpQ06jRD1mEKAAicy4dFa4GSnMIWU4aGvDlL5dz4uXLuHgRgPTDH9b/8IeoqcF3v4s/+7MKD4+ULd2P7mdx/RkMHEHBfgrGMPpfR/Pn531khBCyhA0ODvb19RW/lDsAj8fT2NgYDAaVcgtMEki8g3cO4/B5nC/meD/89+LegzgYQKC8R5wkcvr0+b/7u/zl3pksb/zX/zq4Y0dJVxNWMn3l6XTHr4Q9ZXtsLXine/O35Orm4i+bFOK9omd7rVOUR3X9Xl2nBhZk0aIAiMyhsW7+8X/LXPmF8YWXautWUwROCJnJoUMT7o6Nwe1eoKGQHIlr6P4lep7DwBsQ1gwHd/2cAiBCCClJLBaLxWLFHFldXe20dna5XOU9lg37BE68hteO4ZiFmf6kAxq0Xdj1EB7aiq0MFftMt+eNNy4//XR+nY7idm/59rc960vqyyMy3UdSF/6eZ4amOkKqClVt/A2taU/xF71i28/a9vHR0RkXvVeAuzTtcZdrI832Iose/Y6SOZHsw6Ufi85/GRU2AJz5YWbv/0Pv4gghM3n++clbHn10IcZBAADDZ3D9X9D9Lxg6XcJZvS9A8PJW0iWEkOWpsbGxr69vmgNcLpff759Na2eMT/U6jMNDmDIoydWK1s/hcwdwoB7lrJA1FSFE14svduY/4wNaff223//9mtbW4q9mRU4nzv3YHu2c6gAm6661X3SteYrJRU1PzgjxlmG8mE5/apqWEKoQ0/RU8knS53X9YZerntb2IksEBUCk8kY6+WuPgVufJfpXf2nc+r/pVARECJnOyAjefnvClqYm3HbbAo1muRI2wu+g+1fofhZjV0o4UXYhdAArvojWxyn9IYSQkng8Hk3TDGPy3CVnSa9gMFhfX34EU+pULw3aDux4GA9vx/ayH3Qq3LIu/OQn4Y8+yt9V3dy87fd/X/d6i7yUPXotef7vzPCJqQ9heut+94avS66iFpfote1XM5lXMpnRIibi0WwvskRRAEQqr26V1HAHwh98tkXYOP1f0vf8v9TMlRAyNc7xx3+M557D++/DtgGIgwfLW8qElGnoJA4/gEy0hFPUOjQfxIon0XwQSs2cjYwQQm5mjLFgMNjd3e3cVVW1oaEhFAp5i05D8nHwEzhxGIc/wAcmCnVty7MRGz+Hz+3DPjfmpHLfSibP/vVfxy9fzt/l3bBhy7e/LRc3r02Yo6lLP0t3vgAxZV8exbOhavNvK96NM17NBt43jBczmY+LaPCsMrZHVR9zuW6h2V5kaaJfXDInNv7uhAAIQMch8/Z/z6ub6WNhQsgUPB58//v4/vcRjdrPPWc9+6z61FPlxD8vv4x77qHlw8pRtxF2qqgj9QBaH8eKJxH6HCR9jodFCCE3v2Aw2N/fP8ul3B1d6DqCI8VP9fLBtwd7HsADq7Cq7AedUSocPvuXf5kcGMjfFdq1a/3XvsaKWTOLW5muF5MXfyqs5FSHyNXN7g3/uph2PxHOX85kXkmnh4oo+QlI0kO6/pCu09peZEmjAIjMiYbbELwbg+/duBu8U77tD12U/hBCitLQwL/61dFHHinnk8+ODnz+89B1HDiAL38ZTzyBuro5GOJNSnYj9AC6n53ygOo2ND2MlkfR9DAkdR5HRgghS4BhGOFwOBwOb968WdOK6jiTVV9fv3fv3tnkPhFE3sN7r+P1q7hazPEq1J3YeT/uvwN3zH5B9+nFr1w59zd/k7/cO4AVDzyw+vHHZ/7GhTD63k5d+ImdGpzqEEmrdd/yFX3lQbDpvh0OnDDNl9PpY6bJZxo5A+5Q1c/r+p2aRu9kyE2AAiAyV7b+gXT4fR68Q27/t66m3fSbRgiZF7/4BYRAOo3nnsNzz8Hlwl/9FX7jNxZ6WEtH6+MFAqCaNWh5FG1fRmAPKrcEDCGE3BwymUw0Go1EIrFYzFnHPRwOt7S0lHqd8tKfBBLv4t0jOPIJPhEoahX59VjvTPWqRnUZj1iq3nfeufzP/yz45LCFyfL6r3wltHv3jFewIqeTF/7eiheYO5a9lr7igHv91yV9umZJUc7fMIwX0+nBvMHkq2ZslyR9uaamVadCV3LzoLflZK54NuOx52t8m6gzGiFkHj399IS76TS2bl2goSxNLY+CyRA2wNCwA61PYMWTqJu5hwIhhCw36XQ6EokMDg7G4/FJuwYHB8sIgErCwT/Gx4dx+D28l0a6mFO88O7F3gM4sBqr53RsWYLzjl/96vqrr+bvknV982//tm/LlumvYMcvJy/8vRmZbjFKxb+9evPvyLVtUx3AgY8t66V0+n3DmLJpUI51ivKQru+VpFQ87pHpvQy5qVAAROYQpT+EkHnV3Y0PP5ywZdUq3H77Ao1madID2PSHqFmLlsfgblro0RBCyKIzNjbmzPNKJBJTHROPxw3DKHUWWJEu4/IRHHkLb8UxOXgqSIXajvb92L8Lu+Z6qlcuK5U69+MfD50vsPSYVle37fd/v2bFimlOtxO9qYv/YPQfxdQNepT6dVWbvqk0TPlJT49tv5bJvJbJxIvo8uNmbJ+mHdT11YoCwDTN4rriEbKUUABECCHkZvH005NfJj71FGgdsVK1/98LPQJCCFlchBBjY2NOvU8yOWX74dzjy5sFNo0e9LyFt47gSD/6izmegW3Ahvtx/17srUVtBUdSjFQ4/Mlf/VWiv8BQa1pbt37nO7rPN9W5PBNPd/wy0/ErwadcvExyNbhv+Yq+4gGwAp15TCE+NM2X0ukzllXMpLhWWf6crj+k6zX0moHc7CgAIoQQcrP4znewdi1+/nM8+yxGRgDgqacWekxzz04j/A56DqHnEB7+CFr5awYTQgjJJYQYHh526n0Mwyj+RE3TRBElJ8VwWju/g3fOo0ApTUFBBO/BPQ/ggWY0V2QMpYpfvnzuRz8q2PI5cNttG7/xDWmK2ihhJVNXfpHpPCSsqSe1yS732i+61jzJ5AKteTos65VM5g3DSBTx319jbLeqft7l2kRrupNlg37XCSGE3Czcbjz2GB57DOk0Xn4Zr7yCu+4q+SLRKBIJtE3ZSmCxSA+i5zn0Poe+V2CNT0Poewkrf31Bh0UIIUuebduxWCwSiUSjUdOcsggln67rzjruHo9nNut5ARjF6DEcO4IjZ3CmyNbONajZgz334/5N2MQWrmF/39Gjl372swItnxlrPXBgzeOPF67M5Vam+/XkxX8QxtTz2pisrzhQtf6rTJ/8UUdSiLcN45VM5pJlFTPIlbL8kK7fRyU/ZPmhAIgQQshNx+XC44/j8cfLOfdHP8L3v4/Nm/HlL+NrX8Mtt1R6cLMT/wQ9z6H/NQy8AZH3Mrf7EAVAhBBSHtM0o+Nsu5hmwTe4XC6/3x8MBuvq6maZ+4xh7H28/ybe/Bgfc8y8UhUADdpduOs+3Hc7bp/PFj/5hG1feeaZnjfeyN8lqer6r361cefOgucZfe8mL/wPnhyY8tKMaaHdVRu/IVVNaE4ngPOWdSSTedMw0sWU/AA7NO1hl2s7lfyQ5Yp+9QkhhJAczzwDAOfO4Y//GH/8x7jzTrz4Ivz+hRxSdpJX9y+R6JruyN4XwE1I6nyNjBBClrxUKhUOhyORyMjISEnztqqrqwOBQCAQqKmpmeUYDBincOoIjnyADywUVcPCwDZi437svwf3VKFqlgOYPSuZPPejHw1dvJi/S6uv3/qd79SuXFngrMjp5Pm/tUY6prmy4t9etfE3lfq1uRt7bPstw3g9kylmQXeML+y1T9PcVPJDljcKgAghhJBxnZ04dmzClmgUDQ0LM5hUL3qeR+9z6H8N1sw9RwHAjCP8Nhr3z/HICCFkyUun0/F4fGxsrJimzrmc3KexsbGqaraxiwnzJE4exdHil3IHsAIr9mLvfuxvROMsB1ApqXD47F/+ZXKgQAlPzYoVW7/97fyWz2bkVOriT63hAoFRluJZ7974DbXh1uwWZ6rX65nMheKmetUwdp+uP6TrK2k1d0IAUABE5s5R264yjAZJqmOsQZKqKG4nhCx++euIffnL87uOmEDsBHqeQ88hxE6guL4PNzAFwXuAAuuhEEIIASCEGBkZGRwcDIfDmUym+BMZY3V1dU5/H7fbPcthOPU+R3H0A3yQRLHxUwihe3DPPuxbiQKlNAto6MKFcz/6kZUqsGZ6wZbP1tD51MWfmtEz01xTrm5xb/i6FtrtPAVz4JRpHs5k3i+uFzcDtqrqA5q2W9M0eg9CSA4KgMhc+SfLGhoby97VGPNIko+xesZ8kuSRJK8k+STJuVvPGP11JoQsvF/8YvKWL31p/h799A9w9e+R6i3tLM2DpofR+gU0PUxLgBFCSL5sc59YLGYVVznikCTJ6/UGAgG/36+qs51dW17u04CG3di9B3sWtrXzVHreeOPKM8+IvJZJjLGVjzzS9vDDuU2Riol+JN3nXv/r+ooDYDKAHtt+PZM5YhjR4qZ6eSRpv6Y9qOvNVPJDSCEUAJE5IYDhiZ+iG0IM2vbg1KfUMOaVJE9OKuRhzCNJDZJUz1i9JC26ZzxCyM3nL/4CP/85nn4a164BwMqVuPPO+Xv0dLiE9Kd2HVoeRfOjCO6jpj+EEDKNU6dOjeV8KjkjRVEaGhoCgYDP55NnnSOkkT6O40dx9CN8VPw8rzrU7cGee3DPFmxZhLkPADuTufjTn4Y/+ih/l6SqG772teCOHdkt1khH+vL/MvqOTnNBprj1lQfd636NKe5Rzt/JpI8YRpFTvRRgh6Z9TtPu0DQKfgiZBiup1RmZZ9FodIn+gBLAd0r5gGVGMlDHWD3gAeoZ8wJ1gIexeqAO8DGmV/DBCCHLnBDKqVP6oUPc50t997ulni0NDPBgsIyJY9rgi3WnvjHdEUy2arcagQeNwENW3fZSr08IIcvTwMDA4OA0n0LeoGlabW1tXV1ddXX1LBfzAmAw46x89kP1w2PKsQwrdrqZJrR2q32vuXe7tX1hl/SaXqq/v+Mf/zETDufvUuvr137jG+7mZueuSFznXf8ioscmz7DOJSkseI+86suGUnsKOMr5aZG/zmVhqxjbx9jdklRbxrdByE2hpqbG5XIVeTAFQItaJpNZoj+gy8nkvzfN2X9mUjwd8DLmFA15nYlmjHkkyQN4JamOscX7FLr8cM6dhouqquo6ZXekANu2U6lUVVWVJC29jjb6XXeht5c/+KD9xS/yhx5C8WvNWgnX862wJ38+LFQPD+7nwf28+TGhBys83KUpnU478ziW6C8JmQepVArA7Nu1kJvA6Ojo2bNnp9pbVVXl8Xh8Pl9tbQUyhAQSx6RjH0kfnWAnis99VKHeKm69m9+9i+9yodg3cgslfPz41Z//nBfqxlPd0rLxW9/SPB4AfKzLuPLPVvjDaaIfwWS15XPa6qc+Uerfsqz3LatAJ6FC6hnbpyj3q2rbnD0FLOmXImQepFIp27axCF6KqKpa/PtumgK2qC3d98aj6TRjbD7/TzCBQWAQQKEZwgyol6R6xhqc9kOM+WTZuetMN6Me1fPJsiwnAJJlufi4miwrpmmmUild1+czR66MK1dw5gwA+R//Uf7Hf0QwiD/4A/zgB8Wd7ELj/eh98ca9mjVoeRQtj7HgvbKkLrX/EHMr2wZ0Sf6SkHmRyWQYY/QsQwDouq5pWm77YMaY2+3O9nWe/UNEEDmGYx/ggzM4k13HXZqpK78K9Tbcthd778JdbiyBsJKb5uWf/7zv6FEA+a/zG3fuXP/Vr0qqao9dT19+OtP7JgSXGCtcEstkvXlf39qvvCXXv20YUeenM9Obh/mc6uW8FNE0TSn+gxyynBiG4QSO7gZGAAAgAElEQVRAS+ulCP02kzmxirEf6Lrhcg0LEeM8LkTUtuNCDHE+thA1TQIY5nwYuJbXo86hAT5Z9o53qnZaETm3vZJUL0lL5v9pQsjCevrpCXcHB2GaJZze+iS4geZH0fIoatdVdmiEEHITEEKUOj+LMebz+fr7+2VZ9vl8fr+/vr4+kUhg1p+2dqHrGI59iA8v4IIoet1GDdp2bN+DPbuwqwqzXUt+3qQikXM/+tHY9ev5u5gkrX3qqZb77rMTvWOf/MzofQti6p7NTIq3PnR85ZNvwt1l2jCL6ou0TlH2a9q9ul5Ln9oSMgsUAJE5UQVsl6TaQs+phhDxnFRoWIhhzp27MSGGOTcWIiEygH7b7p9iLwM8kpTtSN0gSR7GvOMLmXkZ0+mpiJDlToAbkHQ888zkPY8/XsJl1v0O1v1OBYdFCCE3h1Qq5azklU6n77rrrlJPX7FiRWNjo8fjcUpMSloLbBIDxnmc/xAfvot3o4gWf2I297kbdy+Jep9c0bNnL/z931vJAouX6R7P5t/+7ZpQVeLjH2auvwZR+NNWAGOS66O2L3zQtP88XMIGMOWRWV5JulfTPqfrK5dOhQUhixkFQGS+aYwFGAs4BZ6FFtRMjMdDMc6HOR/ifEiIYc6jnI8IMcz5/OdDAhjifIjzjikOcI/PJvOPzyzzOhPNJMkrSTUUDxFys7ISGDiMnufQ+wI2/BvU/BqOHZtwwKpVaG9foMERQsjSxjmPx+OxWCwajToFO45EIlFdXV3SpWpqamY5GGeS1zEcO4MzBgq0v5mKG+4d2LEHe+7AHRq0WQ5j/gnOu156qfOFFwq28vGsX7/h1w7YA88OX3hzqqqfjKQdr1r1YeO9Z73ttlrUD84F7NK0+3S9XVWpAQ8hFUQBEFl0qhmrluUVU+zlgDOVLGbbcSGi2ajICYnsvO6pc0wRQuFcCDFq26NAN+Aab0Kkj083q7btaqBGkuo5rwaqJKnGtqtra4Ner1NYVGQ+NDw83NnZmbvFtu38NuGcc16oEVKpJElyPiULhUKtra0lnRuPx/v7Pyuoys6dVhSFMcY5d+bhq6qaHP8oydmVPVga50yppdnXZHEZu4qeQ+h5DoNvgY+/Deh7Ebd9E3/xF/jFL/DOOzf6kT3xxAIOkxBClqJ0Ou0U+wwPD9uFJu/HYrFSA6CylTfJC0A1qtvRvgM7dmP34u/rPBVzbOzc3/7t8MWL+bsYY233bW5YGU2e/EHBbCjDlFNVK9+rveWMp92ubWPKzJPdZOA2TbtXVe/SNBd9gErIHKD3VGSJkQAvY15ZXjNFIWhmfCpZbulQnPMhp7CI80mvI2oNY93IiMK5wrkshMa5JITKuSyExLnKOcajHJVzGchudHE+3XqWM3nP7z8sywBkwJlc5mGsQZY94wVEvvFO1dnPPUzTHBoaKvsRy+bz+Uo9JZlM9vb2VnwkTgwky7KUx9kYCAT8fn/FH5cQADDj6H8NvS+i90WkCv16D76NGgXf+x6+9z309+OXv8Qzz+Cpp0p+IM7x/PPYvx/z9faGEEIWnG3bw8PDQ0ND0Wg0WWieUa5oNLpixVSfFVbAEIZO4dRJnDyFU8MYLuncOtTtxM7d2N2OdmWJv9WKX7587sc/NkZG8ndVedIr91Qr4iVzcPIug8ln3G3v16w7UbXKcDXINSuYWj1jlrNBUe7VtHt0vZ5yH0Lm0tL+q0RuYkIIeyLOuWVZzo3cLdkjOef19fWrV69uYqxpijUEBBB32g8588uESKXTLT098/zdAZDGwyMbiHIedYoF8prFSoBnvNPQynR6Dl/sVFR+XVJFODP2p5m3X1VVVWoA1Nvb29nZKUmSoihOiqQoihMq5W7JveFwbpfah5IsPfFP0PMc+l+bUOxTEDcw8DpanwCAUAi/+7v43d8t5xGPH8cXvgBFwV134bHH8Pjj2LixnOsQQsiiNzY2FovFYrFYPB4vvn45Ho/btl3ZZXeczj6ncOo0Tl/BlZKKfQCEENqBHTuxcyu2yljy3WqEEL1vvnnlF78QeT8UTR/yrxjwrtYkMaGTg8Xks+7W92vWHa9anZI0ptbKNa2KVjv9A7XI8j5Nu0/Xp3rpTgipLAqAyFwRQliW5UQ2DsuynOxm0saCKU95CcKME4VutHMGsp3k4tXVJ8p4pFmTivsGORDjPMY5gJhtL/MAaEYzLR5agGmamUym7EdkjGXDoNxgyKGqau72SYeV/aBkzmUiGDiC/tfQ+zySpQTEvS/eCIBm44UXAMCycPQojh7F97+Pv/s7/OZvzvayhBCyOBiG4YQ+Q0NDuUuzF0nTNJ/PZ1nW7AMgAXFNuvYpPj2FU+dwrqTOPgAUKFuwZSd27sCOEEKzHMziYSYSF3/yk+jZs5O26+7BurrLtU1ydVNTdmV3m0nnXC3v16w7XrNmjOkAmO5RqpuZOl3TJY8k3aNp92raeno5RMj8ov/lyJxIp9Pnzp2b/8ctOFF8emVEBhVRZACUa2EyFaCMIpeFCoDKeC04y35J2aCz1BM3btzY1NRU0imcc8YY1RzNFWEh/C76Xkbfyxg6Od36tQXJLgT3wb+7AiM5dGjylr17K3BZQghZOJzz4eFhJ/fJbedcJMZYXV2dz+draGiorZ2hqGRGccRPs9Pvud47rZweVoZLnahVi9pbcesO7LgLd1XjZpurO3T+/MWf/jST23OAQXcN1tZd0l2j1a2ten09AM7YeVfzBzXrjlWvHZFcAMAY0+rl6hY2dZvnKsZ2quq9ut6uqku+SoqQpYkCIDInFipVKePN/IIFQKWfIgBTkuy89/+cMbOI4MMCrJxvVmJMAWRAYUwBFEBhTLJtCZMLl8uoVVlCFUBlhIYVUcZ/1StXrnR3d2eLjJRxueVFSo7s3YX6JV9izv05Tv+fJZ9VsxpND6P5IBr3o4j2ljPr68PJkxO2bNqEdesqcGVCCJl3zgyvoaGh4eHhMl6kqarqhD4+n08ttHRs8RJIfIJPzuLsKZy6hmtc4qZmApCKfkXWhjZnktcGbCj+rCWEG8bVZ5/tffPN7Ks4Bu6u7qupvaKoY7Ku17atFe7q0+7WY9Wrj1etHpXHV7JnjOk+ubqZKYXXtncxtkNV92raHaqq0edYhCwoCoDInFioN5wVrwByesEwxrLthxlj2eWxnNci2bvZt/TZ1yi5q18BMIVIKcqYEGNCtCrKl1wuZ3pXjPMhzkdnCk066ur+v23bSv0Gy8AApxe1T5ICstzF2CXDaJAkH2MNklRVxDN3S0uLU97iTPpzNmbLZDKZzNjYGABJklwuV+4u50b2rNymP06/J57Dqb7JPb2MCqCFCoDKGKrzbTqTJUs60WmSXTAbKnh3mWZGoQPFBkBMgf8utDyG0AH47qjwMJ5/fnJ3+UcfrfBDEELIXEomk07iMzQ0ZOY1N5wRY6y2tjZb7DObulcn9PkYH5/F2Q50cJScQOnQt2DLHbjjJpvklS9++fLF//k/U5GIc1eS7Krq69U1V2UlDUBqCH669q7jtetOVq1KSjkr2TMmuRqkqmamFFjmTGPsDlXdq2k7VVWn3IeQxYECIDInFuTdY3kdeXVdb29vd851vjrrkc9/f1/TWd5eiCHOo5wPCxGx7WGnX7UQ8Uqs7F4kAQwJMWTbsO38vtQuICDLPklqkCS/JPkkyc+YX5Z9jHnGf+7ZUKwgt/vGB0Qul6umZrop4iWMWYjy+kHqul5bW5ttUFV2/6lSzWdW5eRlJb0Kz3a8VlV106ZNVVWVqG1Z5Hx3QvcjE5nygJq1aHoIzQ+jcT+UOav5/7Vfg8eD55/HCy9gcBAADh4s+SKZDNJp1NdXfHSEEFJQOp12Ep+hoaHyOuvpuu7z+Xw+n9frnU2xTwqpbE+fT/GpjXKeOkMIbcf2HdjRjnYN2swnLGXcNDuff7779dedfs+ybFTVXKup6WSSmZb1U/72j9fu/sS/KcMmvm10op/qZiZPjn4U4DZVvUfXd6pqMZ8aEkLmEwVAZE447/+Lr/XNX4BJVdX8lZjydzl5zfRxw4xD9Xq95Z1bWSpjQVkOTrHXApxgaMJXIaLFVQ9VUBq4btvXC4URKmNOlVBAln2M+WW5gTGfJAUkyTvHoWC2SqtUq1atWrVqVe4WJ0vKjYSm6mLupCrZw7Kr1BXzuGWMtoxOQ2XjnDuNOVOpVBmJWH9/v2EYmqap4zRNq+xyLZXHJIQewLV/mrBRdiOwB6EDc1LsU1BdHb70JXzpS+Acx4/jxRexZ0/JF3nlFXzxi9i5EwcO4IEHsGsXqMsmIWRu9Pf3d3Z2plKpMs6VZdnj8Xi9Xp/PV11dfrA+itFzOJet9Cl1AS+HD752tN+G29rRXo/lEqCPdnVd/MlPEn19ABQlWV3b6a6+nlK19wPbTwa2XvBv5NW1k1/BMUly+aXqZiZPiMZkYLuq7tW0XZpWQ7kPIYsVvSIkc8X5ACe74FF2EkrBxZIWerBLgAIEJCkwRYpiCDEkxI0JZUJEbXtovIAobNvp+RqkKcSAEAOcIy+qkACvJAUkqUGSvICbcy9jTZyv5NwrSYvqN8DJkspepSubH2WTI9M0c1MkZ1cZH28uoXZFfX19w8PDkzY66a2mabqu67quaZrL5XLuOlFRhcY7C00P3QiAatYgdAAtjyL0API+25wnkoSdO7FzZznnvvoqLAvvvot338Wf/Alqa/HSS9hdiQbVhBAyEWOs1PSnpqbGKfapr68v++OhCCLncf4CLpzF2U50lhf6aELbyrfehbva0b4SK8sbyRIlbLv78OGOQ4eEbatavKam0/COfhTYfDLwwEXPGi7JkqrKLteEHw+TJXdArm6C9NlTtgRsVdV7NO1uTauj3IeQRY8CIDJXVq9ePftlGkiRNMYaGWuc4lVUGojYtlMuFOM8atsxIWKcR4UY4tycl+ohDkQ5j3IOQAhhcg5ASqcVy2KAV5L8jDXIsl+S/OOTy5wtiyobKsYs86NpeL1eXdetHMUXHM1GGd9LwWV9OeeZTCaTyYyOjubvlSRJH6dpmqIozpw+l8ul6/o8zSptOYi7foymh1DVMh8PN3defXXC3WQSmzYt0FAIITe5IsuonbXbnRlemlbOpCobdic6L+DCeZw/j/NhhMu4CAAGthqrb+W3rk2uXW+tr9FrarVl93o10d9/8Sc/Gb12TXcPJkLxMy0tp/1PdtatEE6Cw5jidku5L8EkRapqlNyNTLrxkkAGblXV3Zq2S9PqKfchZOmgAIiQm58LaJXl1in2xoUY4jziZEOcOyFRmPMhzkfmJRsSQIzzGIC8CpcJ2RBjAVl2siFnTtmSy4Zmac2aNfkbOedOEpSbCk26MWlXSZVETj+sUodaRtdPznkqlZr0MXJXV5czBqdcyAmDXDnkZAcGXkf/a6i9Bdv/tNQHnUwPYO03Z3uRBdfTgwsXJmzZsQOLY6IrIeTmo2ladXV1wZXdFUVxZnh5vd7yZnilkb6Kq+dx/hzOncf5MYyVPU6nrU872rdhWx3qLGENW5MrVZcDIUT/u+9efubp7sbM1X1VHzfuD1f5cw+QVEV2uT9LdGRdrgpJ7gCYBEBjrF1Rduv6TlWleV6ELEUUABGy3NUzVi/Lqwq9yTeEcCaURYWI5YREzo15mI80TTaUO6esQZKCOTc8y2kJK0mSSv0o1Vk9rZjAqLyuQ9nV2SpFCOGUDsXj8Um7VDGqW5LLbncl067r11tbW+e5d/ti9Mork7ccOLAQ4yCELDGJRGJ0dDQUKnmtK6/Xmw2AZFmur6/3er0ej6e8Nbz60e/M7TqHc13oKm9uF8YrfbZi6zZs24zNtVh2ZT75hmOxX73w7Gl16NMnb09qeROcGVNcLmm87Jep1VJVSHL5AOYC7tC03Zp2p6q66XmWkKWMAiBCyJQ0xkKMhQrFKQIYHp9TFh4vHXKCobBtF5j/U2m5c8omkQGfM4ls/F9gfFqZdxlFQ1NijDmNmefo+qZpzs9KagBMVmuqtWPqOgBKx9UVK1bMz+Muatu24bvfxauv4uLFG1vKCIAMA5zDtUD9jwgh84JzPjY2Fo/Hh4eH4/G4U7zp8/lK/VzB5/ONjY05oU9dXV2pn8KkkOpAxxVcOYdz53BuCEMlnZ6LgbWidTM2t6P9VtxKoY9jSIgPMpnDVz45Ge/ht9SCFViAVVIU2eVyAjum1krVTZLuqWZsp6bdraq3lzdtjxCy+FAARAgpBwO8jHllGYVKh0Y5jwkRHu83FB6PhyKcp+Y+GrCBMOfhQtmQyliDJDUwFhhvNuTc8MsydS6sFFVVd+7caZqmaZqGYWRv5N6ei8fVpXLanWcyGV3XKz6YhXTnnbjzTgC4fh2vvoo33sDdd5d8kUOH8I1vYN8+HDyIRx/F6tUVHyYhZEE41ZQjIyMjIyOjo6P5jeTi8XggECjpmg0NDQ0NDcUfb8O+iquf4tNLuPQpPu1BT9llPgAkSNlKny3YUo3yVxO7yXRY1nHL+sAwzscH04NXYI8UfufHmKzrsqoCjOn1cnWLR6/dpWl3q+qtqkrvFQm5ydD/1ISQyquVpFpgpSwjr8wkKcSAYXSMjAwJMaKqCU2LjtcQJeY+GzKF6Lft/kK7NCAgy35JamAsKMsNjPll2YmHqigbKgVjbPpeD5xzJwbKZDLZr6lUyrld9vQxV+Ef7HRM03z33Xed/tMul8vtdrvdbudGdXX1kp9KuGIFvvlNfLOsrkYvv4xkEi+9hJdewve+hy1b8A//gPb2Sg+REDLnhBBOmc/o6Ojo6GjBZj25hoeHSw2AitGL3mzicxVXTZTcKi5XFao2YMNGbNyETRuwwQ13pca51KWFOGNZxwzjI9OM2JadCpuxa3a6wNoLDibLitvNJFlyB5qrQ7uq6u/StM2KssSf/wghU6IAiBAyr6oYWyHLtYyBMZeq1uQkBWkhwpzHhIjYdpjz6PiNCOfJuc+GDKDHtnsKNUiuYiw7m2xSvyGdsqHSZRf8+myhwGQ3eo5g7DAG37DMVEbyZ6QGQ/FnpEBaDmTkxrTcmJZDNpuuVMclZUodidNzOtt/emjos3kHjLFJkZBjCS5MV5aXX55w98IF0PQ6QpaOGct8pjE8XJnWyBFELuPyFVy5hEuXcGkUU2YQRQoiuBmbndBnJVZKoIziM32cHzeM46Z51rJMIQQ3eWrQivdYqTFM/QpKdrkU3X2LXr23Yf3OKs/KZfIER8jyRgEQIWSxcDG2QpZXAMhbdzwNhG07PN5yKMJ5dPzGPMwpSwrRZdtdhbKhWknyMRaUJL9TNCRJgfEbGmVDxRt8E8d+z7mpAAofq0Yn8iaKmVJ9Wg6m5caM3JiWQ2mlKa2vTjO/KVQArpUPl/qw6fSUs8aEEPmrkgHQNM2dZ+4aKi2M8+fR1TVhy+7dKGV+ByFknpmm6RT4OIlPJlNyIJ6VSCQsy1LynohnFEPMSXwu4/JlXJ5NKx+HDLkZzZuxeRM2bcXWIIKzvOBNxgI+sSwn98l+fCXMBE/128monU7xqStqNSa2y6k9ntCe5h0+hdq9EbKMUABECFkCXMAKWV5R6LOppBARJwyy7agQg7Yd5dy5MQ+9qEc5HwWu2TbyFj6vl6TsPLIbjYfGp5iplA1N0ri/mKNUHld5vFa3EdqM0L1oeghqHQDbttPpdBkpTH6+MyOnmdGk9cgURclPhZZwa6GXXpq85bHHFmIchJApZRMfxzRxdpFUVfV4PPX19R6Pp8hSxzDC2cTnCq7EMXmhxjJ44b0Ft2zAhs3YvA7rdCzZP6RzJsb5cdP8yDRPGkbuT51nhnmyXxgjtmHYUySANcbYttjFnTLuu+2xuqZdYFTyQ8iyQwEQIWRpq2KsTZbbCvUbGhUiYtsRISKcOzfCth3lPCKEOfd1Q3HO48DVQnVDnmwk5JQOZdezX7bZkLsJdRsxcmG6AwJ7ETqA5kdQ1TJppyzL03cdmkoZAVBBlmU578FyN0qSlDt3LHt7CbQWam/H17+OV17B4OCNLY8+uqADIoR89nfGMfs/X4yxqqqqurq6+vr6+vr6qqqq6Y8XEAMYuIIrV3H1Cq5UKvFxwbUWa9djvfMvgMq3H7oJWMB5yzppmicMo8O2J7yC4SZPRezUIOwMt207nRZ5M/4Cycj2yLnt4fPr0NBy8P+oXnn7PI6dELK4UABECLlp1TJWqygFly8aduaRORVDTk7EuTPFrEBgU2nDnA9zfqXQrnrGGiTJL8t+xhpk2c+YX5J8khSQ5Zt8BdbG/ZMCIK75WWg/C30OjftRu24uHtPj8WQbAJl5NVyzxDlPJpPJZHLSdk3TbrnllmBwEc9luP9+3H8/OMfx4zh0CGfOYNOmki9y/Dg+/hiPPQa/fw6GSMiyMDQ0VMHEB4CiKE7iU1dXV1dXN/08Lxt2D3ou4/J1XO9C10VcHMHI7McgQWpByzqsW4d1TvSj0PuRKfTY9inLOmEYH5tmfomXMBM8FebpCAQXQtiZDM95IpO4vS7esS16cWv0fHBk2MSG0IP/V2DHffM4fELIYkR/cAkhy5FHkjyStA6YVDckgCHOBzmPch4dv+FkQ0Ocz3nVEBAXIm7bBeuG6rKRkCz7GAvIss9JiyTJfRPUDTXej0v/DUoN/LsQOmD57xtmq72+hjltuhwKhUKhkHObc57JZNLpdCKRSCQSqVQqnU6n02lR6WIxwzCWQBEQAEnCzp3YubPM0//7f8ff/A0kCbfdhkcfxa//OjZsqOj4CLn5Xbp0acZFu2bkdrvr6+tra2vr6+tramrY1M8XKaQ60HEVV6/iagc6ruGahTKXZZzED3+2xmcd1rlATWemlBDijGmeNM0TpjlYsHu34Dwd5akBYd74gME2TTuTcZo91xmjW6MXtkYvbop96rbSllk3llij3PFvb/nCk/LSnZhMCKkcCoAIIeQzDPBJkq/Q+3MbyLagdvoNZRsPDZWywErZRoQYsawOIL/fkJsxZ4WybDDkNKVukOX6Oc2GUr0YeAOuIEIHZnuppofw0Ifw3e60JBCmiXgFJhcUT5IkZ4qW1+vNbuScp9Pp1ETpdLqkJXXyud0lr1jc39+fyWRc4xZ7gyHO8dxzN2589BE++gh/+qeIRFBXt9AjI2QpqampKSMAUlW1Lsc0ZT4xxDrQ0YGOK7jSgY4+9AlUJvL2w+8U+KzF2nVY54GnIpe9WXHgkmWdNM2TpvmpZU1ViSzsNE+FeSoMfiOY45zb6TQsa9Xo9W2RC1uj59tGexkEBNKGPzq61d26Z/PvfKV6/KMOQgihAIgQQooiAwFJChTKhkwhokJEOXcmlEVzmlLH5yUbSglx3bavF6obUhlzFq33S5JvvHrIueuVpHKqa1K9CB9F/2sIv4P4eUCg5bEKBEBqLRp2zPYilSZJUlVV1aTWGEKITCbjJEHJZDKbCllTr7cyictV8qfffX19uWszS5Kk67qTBLlcLk3TnNuapmnaIpgs+MEH6OubsOXeeyn9IcsZ51wIUWpJY01NzcDAwIyHqapam2OqvzDOlC5nPlelFurK8sKbndV1C27xwjvzOcveAOenTfOkaZ6xrNFpXy3caPBsjmbXdBdCuBLDGwY+2Rq5sCV6odZMjG9XEsnmxMgqpjeufvLx0O7d09R8EUKWIQqACCFktlTGQoyFJGlL3gethhCR8XlkkfFmQxEhorY9MveNqAGYQvTbdn+hbIgBXicYkiSngMgJhpxZZhO+k7GrNxKfwbeR6Jx8ocG3IOzls5gIY8wpw5m03TTNVB7DmLwYnaZpZcxrm7TET7Z1Uf6RkiRpmpYbDOXenad3As8+O3nL44/Px+MSsjgIIVKp1NjYWGJcKpVav359c3NzSdepqakpuF1RlGzcU1dXN1Xik0SyE51XcKULXV3ouoIrBiq2PCYlPuUZ4vyMaZ6xrDOmOTDjR0TctFODPBVGzrqmKzKRTf0fb+z6aPVQpyw+e3K3rOrE6MpkshVCDe7Yse5LX1LKWh6BEHJzowCIEELmkMZYsyw3F3rDbwBh244JEbbtCOcxJyHiPMr5/NQNCSDGeazQYzEIrzkUTHUFRs4F4qf8yWtBIxIwowEzVuDtiBnH0Gn4lvuqIqqqOjMvcjc6S9Rnq4RSqdT0XVcLcmqOijzYmbaWTqfjhebQaZrmjNOpFcq/UZmmS2+8MeEuY/jCFypwWUIWJSFEOp0eGxtLJpPO12QymT9RtIzJXNkAKDfxqa2tLTiN1Ibdi95OdHagoxOdneiMIFLGt1MQA2tG8xqsWYM1q7F6LdbWo75SF7/pJYT4eDz06Sr0eUw+bozw1KDIDN3o7MPTW5LXtyW7NvacVnuuipyLCLBMKpgYW5lJ+wHUtrXd8pWv1K5cOUffCyFkqaMAiBBCFoYGtMhyC4BCdUPOVLIb/YacFcqEiHI+h/2GhA1jGEYUmZgwhmLCigEXWC0898BzT/YoN08HjGjQjAbMaMCM+o1ooxFpDL/r9d1OVeb5nCXqy1ulPiuTyVSqF7VhGPlFSbmcAiInEqqqqlq3rqz1144exXvv4bnn8MwzuHQJt9+OtrYyR0zIImNZljP3M5FIODcKxj35ygiANE3btm1bdXV1wcQngcQ1XMtO6bqKqxkUmxTPSIbcjGanxqcNbWuwpha1lbr4cpAR4pxlOcU+VyyryGduwQ2RijprukuCb0j335q+fmuya1UmYsaHk/39tmFknww41xOJ1uRYm225Acgu1+rHHmvet48tiXUGCCELhAIgQghZdDTGmhhrKvQazgJizhr24zPLsjeGylvD3hhCqg9GDEYcmPk1akpydblaulwtE7ZKIXVoKChJjZLUKMuNkuTcDkpSPb0SnbVJ87/mVLaAaFaPK8vYuxd79+LP/gwnTmB0tJyL/MmfwLLwxBO4fbkXl5GF4pT2JCeaPkKdRnnrefn9fufGpA4+13G9H/3ljeuDMYQAACAASURBVKSgKlStxEon7lmBFeuwTsMiaCi2pBhCXLIsp9LnYvFt4QAIzjPDPB0RRrzRGL41df3W1PUtqR6dGwDMRGKkr8/KmfNrGvXJsRWJZCuEBIAxFtyxY82TT2rUao0QMhMKgAghZClRgKAkBQulKgIYFiIyPq0sNl5DFOM8bNtTvmXJRDB2pZyhMBmqB3oDdB80nylEj2332PakRcpcQKMsO6mQEwk1yXKjJLmoLWXR6uvrd+3alc5TwcqggsroJ20YxnvvvafnamzU29r0kRGnR3WxTYhsG//1vyISwX/8j2hrwxNP4KmnsG9fyd8DIcXJbe7uFPU41T2zXPIvl2EYpmmqqlrMwTbsPvRdx/Ue9HShqxOd13HdRjkhf0EMrBGNq7F6FVY5X0OghaLKMSbEecs6Z5rnLOuybZsl/k0WZoKnw3qyf2uyc2vi+q2p60FrJLvXzmSSAwPG+HxezuV0siUxttI0P6vGqluzZu2TT9atWVORb4cQctOjAIgQQm4SDPAy5nUmlOW9xxjlPD8YinAe1TxjJTyG4sQ90BugesBmru5JA9ds+1pe1wOPJIWcf7IckmXnto/KhQphjDlL1E/aLoQwDCOTyRiGkU6nndvZG3ZxnSamUUYAlMlkpmlQzRhzOlJnu1PnLmQm5f7033oLkfH2JV1d+C//BZcvUwBEKiW7fl9WOp2uYNYziaqqzlTQqRJbE6YT9zjdmgcw0IWuCjZsBqBAaUJTdkrXaqyuA1WLlGnQts/ZtpP7dNl2OTE8t+RMbG383Kbhs1tSPWszA7KY8OvHTTM1OJgeutEDyLKqU2OtiUQb5589uVc1Nq567LHAbbfN8tshhCwrFAARQsiyUCtJtcDK/Ba/NZrx9p1huSameCKqL6I1RFRfWG0YVBsG1Ya07AJToHmh+6H7igx9ijHM+TDnFyZu1BhrlKQmWfZzXsv5OstqBkKSpFK5UCGMMafIpuBey7Jy8yCHaZrO12Le65YXAE2z1ymyKHhMNhty8iDX2bP6Pffog4OuSESLRgHgiSdKHQwhUzl58mTZM7lmpChKVVVV9biamppJ/ysNYagb3c6/67jeje4KdmvOakCDU9qzBmtWYVUzmiVQwl4mAVyz7U9M87xlnbOsSLlZoQSxxohuHDq1of/tDekejReYJSY4T4XD6UhEcC4ES6ebEqNtRqYh9xitrm7VI4+E7r6bVaRtPyFkOaEAiBBCljfZrXm2tUTea8nktJNwNyGwF3V7xgI7wnXbwlwMch7mPMJ5mPNBzoc4n4upR4YQ1237um1zzi3O1bExxhgDGiSpSZZD41+dG9WUCk1LURRFUabqP23btpMEmabpdIaedMM0zYoHQNOYnA1t3YqtW52bkmnq4bC+bp3r/HmnYkjXdae9RmXWLCPLj9vtrlQA5MQ9uYlPdlF2G/YgBjvROYCBPvT1o9/5WsFWzVkatDa0rcKqlVjphD7Us3mWEkJ8almfWtYFyzpvWcly59syoE2Wt5pDm4ZO3HL9BT01ONWRgvN0NJoKh4VtW2ZNMrEimWjmfELEL+t68759bQ8/rIz/mhFCSEkoACKEkCWLG4CAVLgApASBvYi8j/rNCOxFYA+C96B6lbOnBqgBVuedYQFOGDRg24OcD3A+YNsDnMfmIBgSQITzCOcfT9xey1iTLOcGQ02y7KVUqDiyLFdVVU1zgBCijAZDc1FVwVU11dycSiaRTE7aJcuyrututzsUCgWDwYo/NFk8cic8OllhthnW9u3bS11oz+12x8f7qhSPMeZyuZysx+12O7mPk5OaMKOIdqO7H/3Ovy509aK3gl17JvHC24a2NrStxdo2tK3EShVFdRciUzGF6OD8U9P81LIu2XZveXO7xoUkabumbTVjG8PvuboP24meaQ7ORj/cZOlUKJVoSWf8k45hshzatWvVo49Sp2dCyGxQAEQIIUtKJozwe4i8i/BRxI5j90+x4ouzveamP8SW70PzFX+GAjiVONsmrmFvCjHIuRMJDY6nQgO2HZ+DXsWjQoxa1qcTF1rRGWvKKRRqVpSQJAUk6i1UMsZYsQ2bc+i67vF4nPfnc9dRJcu2badZr8fjKbA7k8EU8+PI4uTMW8ymPLnNrQzDmCqRTKfTZQRAMx6jqmrVOLfb7ZT2jEgjYYQHMRhGeAADEUTCCIcRjqPkOKkkLricxj2rsMr5V43SvmWSTwB9QnRZVk8y+alldZS0blchrbK8WVE2q+omc8gX/jDT+441dB6YLgXklpWORNLRWCZVl0psSiZbhChQ2Ojfvn3N44+7GxtnN0BCbl79/XjpJXR3Y2DgxtfvfQ9f+cpCD2sxogCIEEIWN2Fj+GNE3kPkfUTex+inE/aGj1YgAHJV7DWlyliLLLfkTcxJC+GkQv223W/bA0L023Y/50alg6GMEJ223Tmx/7EMNMpy0/jcsWw8RK2FKq65ubm5udm57fQbypV9P29OXCpu9lz5syEyGTQ3o70dBw/ikUewceOk/YODg8PDw9lG1A6aUzanLMsqON/QuVF25/J0Ol3qKZMCIE3T3DkUt5JwJ4bUoTDCF3HRiXicrKeyjZmnUoe6FVjRitZWtDo3Aggw0N+rCohyftm2PzXNC4ZxzrJSgCSEUu4zkQysU5RNirJFVTfKcq0RM3qPGH1vW8OXEjOdyy0rE4uN9ScSI03J5FbbKhxK1q1atfqJJzy33FLeCAlZLq5dw2/91oQtDz20QENZ7CgAIoSQxceMI3oM4XcQ+wjhd2AMT3lk5N15HFb5XIy1yXKbLE9anizGeb/zz7adSKif8+FKV47YQK9t9058b8kA/3gkdGMZMlkOSVINpUIVoqqqqqo1NTX5uzjnzhSe7NfsjJ7yIoACAdDhw4jFcPgwDh/GH/0RVq/Gn/wJvv717P5YLNbX1zfpJFmWNU3TNE1VVWe1skl3qZhsGqZpJhIJy7JM03RqeZwmU9kbc1QUVkYAVF1X3bS2Ke1OJ93JIfdQt9wdRXQIQ1FEY4iNoYSlEWeJgQURdIKeFrSswIoVWEHteypFAL22fdW2r1qW8zVbjiqEKC+HrmJso6JsUpTNirJeUXTGhDlqDLyf6TkyHDkDzJwlcctKR4aGepTEyIpMKoApoj13MLj6C1/wt7eXUYxJyBLT3Y3r1zE4iJ4eDAygvh7/7t+VdoXxD58+0zPdvMvljAIgQghZBISFodOIvIfIB4i8h7ErxZ4YOwE7DXmpNoP0SZJPkjZP3JgWoscwLsXjSbd7UIh+zvtse5DzyvbSEECY8zDnH0+s+q+VpEbGmmS5MTuVTJb9kkQvwCtIkqSCC9sjZ/Gy3GBoxjllBZZC+9WvJtzt6MDEntYF+1Xbtj3VGvYORVFyUyFVVRVFyf96E+REtm2XWg81NDT0ySefzNF4plEwADJhRll0WBq2YA1jODffiSE27B4WbXPRyH4GdagLIRRCqBnNTuLTilYNJXdbJ1MxhbjG+RXT7LDtq7bdaVklp4OF+CRpixP6qOoqWXb+9xbGiNH9wUjvW1b0Y4iiwk1uWalhffBTOTFyq+BTvgtzNTS0PfRQaNcuWuSLLBd79qCr67O7mzeXHACFQpAk5L5OoABoChQAEULIwun+5Y25XbHjsCY3uC0KNxA7jsDeSo9sIbkYa5Okekny5kzJsYGwbfdx7uRB2a+ZSk8iG+V8FLg8sQ5FZSw4ngc1SlKjJIVkuVGS3PTBbKVNs3iZM4PMiYRGRkacuhLLsizLmrxgmRA4dGjSdfHgg7kbyluwzHm4ZF476klkWS4YDDHG2traynjc4nHOOee2bTtfhRBOYxPLsvJvW5Zlj5t0NxgMbtmypaSHVpT5flXJJAYXBvSBT/BJHPFhDMcQG8FIDLEEEqbbZIwpC/FaV4Lkhz+EUBOanMTHuV2F6TqvkzKMCdFh21ctq8O2r1hWd3k1hHlcjK1VlFtkeb2irJflYE4Qw1ODmYEPMgMfWtGzEEU/mhocGazpPTlmpqdrTOby+9sefJCiH7KUCIFw+Ma/3l4MDuJb30Kh4t/pNDVNCIDy6nNnpqrw+zGYs8oeBUBToACIEEIWzsn/HaOXyj2ZoW4D/HdDXRYLgshASJZDea+Jh4Totaz+icHQaKVTIVOIHtvuyXtnUcdYoyxn86BGSWqU5aAk0Sv3ueDU3Ti3R0ZGnBXHvF5vgX7VH300+ZXf7t2Y2Ci67BXri+FkKPkPUUYAxDk/evRokUdWcI5VGe+jVXVOVqESqrA0y3AZSS05oo8Ma8NhPRzVo2OusaRaVm5eUbWodbKeIILZrKcRjQsSPN300kCXZV2z7eu23WnbXbYdq9DvvAy0ZRMfRWkbL/PJske7jP6j5sAxK365+MtK7qDQ1w9ekgZOdAnbBKZMf6qbm9sefjh4++2gzxXI0vL97+PP/3zClgcfxObNUxw9hVBowt3hYaTTyJ/cPb3m5s8CoPp61NJc2sLoyYkQQhZOw12lBUBKNXx3wn83Arvhvxv65GVilyEvY15VnVSoMDY+ccz56tyIzkH/kREhRixr0o9QAvzjeVDQ+SfLAUnyUzA0NwrMt6quxre+hRdeQG/vjS0HD+bu55zPesGfcpTXZHpBhlrGg5YdAAlZZLRMWk+P6qMj2khEjyT0xJg+NqaNJfSEJS3Atz+JDLkBDQEEgggGEPDDH0DAuevCUp2Bu/iZQlznvMu2u2z7mmV12fYg5xVM9/3AWsY2quqtNTVrFcWVl7wIblrRj43+982BD3kmVvyVZXdQbdpr2Ku63z4f++STqRawc1Q3N7ceONC4Ywdb+lNHydIzMoL+/hv1OwMDuP127NhR2hWCwclb+vtLDoCamibcFQL9/Vi1qrSL/Of/DMbQ1ISWFhSx1OOyRQEQIYQsHP9OdP7DDMfU3gL/Lvh3wX83PNvA6O/2zGoYWyfL6ya+2TaASZFQn22HK91aCAAHBm170LY/nrhdAnzjkVBgPBUKSFKjLFMLkArbtAl/8zcQAqdP44UX8MILeOSR3P2SJN17773O+uLOwmTO16w5ylyWUG+gMiqALKXQfzQGQzUyaiapJUe10VF1NKklE1oipaZSWiqhJZJq0pIXPuIBIEP2wNOABi+82YjHD38QQR98tAjXXMsI0cN5j21fdxIf2+6z7crG9kFZXi1JaxRlnaKsAUQ8DkBXlNqJ2aUwx8zIaXPgQ2PgA1HK7Gym1Wmhu9XGe6IX4z1Pv5HoPzb98bVtbSs//3nftm3U5pksjOPHJ8c9/+E/lBwANeatJDswUPJIJgVAQDkB0L59JT/uskRvJAghZOE07CqwUamGtx2+OxDYi+C9cOV9tELKogErZXnlxJXInNZCThg0IESfbQ9w3mfbqUpPIgPAgQjnEc7P5e2qZywoy0FJapCkgCQ1SJJfkvyS5KWiodlgDO3taG/HD36Qv1OSJJfL5XK56uvr8/dyzo2f/tT4T//J8HiMhgYjGDQ2bszceadZV+ckROV1GllCy8znfoMCYgQj2X9xxOOIj2BkFKMjGBnGsLPdVMw71t6RVtIZNZNW00k1mVSTaS0tilgXad7Uo94DTwABDzx++L3wNqDBB18DGjzwUMozb8Kc93LebVndtu3kPpGKVvcAkIEWWV6jKGtkebUsr5Hl2pwE1rKsSetr2mPdZviEOXjMLKm5z43cZ7fWfI/QVg68/0H3P/3MiMenP6WmtbXt4YdphS8yK52d6O9HJIJIBOEwamrwe79X2hXyi3dye+gUKT8A6u8v+SL33w/O0dSEpiY0NqKlpcBlSYVQAEQIISWykhg6iVQf2r4020t5t0PSwQ3UrYd/FxqcMp+tYEvmXeJSl20t1D7xE+C4EP22nc2DnB5DlWo2kS8uRDxvKhkABnglyc9Ygyz7GfPLcjYb8kkSPYXPHUmSXK+84jo3Max7803cfrtz07ZtZ2nz7KrnU33NTVIWbQWQpEhMZlzmtmxbimUqZlgPH8IhJ+4ZwQhHUb/8x9uOz/VQp6dD98Lrgace9W7L7YEnpIR88Hng8cHnhVfFnDQqItPIlvZ023a3bfdy3mPb6TkI2XXGVkrSWlV1Ep9VijJzcaWdssOnE50XrPBJO1XaW1/J5Vcbd2qhXWrDtlQ4eu3wm33v/i3//9l78yA5srzO8/vecw8Pjysj8tKdKp2lo+4q1dFVqmqq+jCYwuhmGeMwehvbWZiFngWDbtgZZgYWGJqhwdqGNYyGYYdhWLBmwQYGmoaGpasPVaklqqulqpJUat1SpqRUHnFHeIQf7+0fL8Iz8s6IPCP1+1hYyP3F8xfPFRGe7l///b4/1114q9TevUMf+lDvQw+R9EMsl1dewbVrU6uHD6+AADQ+3vY0ViQC6PhxHD/e9lZER9DZI7Fa3OQ39Y01So8nuh7poXAOk29i8k1k30T+PJQPM4Vd3wu2vMs5HsEHXkPqECK9KzRXYmXoYazHMB6cXtXIVeqelI1HEIw2F6qrcCWjUUBWyiyAWfEmDEgzluG8l/M0532cpznvZSzNeYaxXkorWyZK4ctfntYSj+PZqZA9IYQQIroEi0rtN+R5XscOzcnpTpaMsfkiiYQQnHMhBGNM1+QyDMNlrmu4DnPKolxl1ZJRKrFSQRRyIpcTuUkxWTXW30p5idiwtbiTQiqDTAaZHvT0olfH9fSit/WUo+AWGGMp+76wyd8gVJS621quMQjuro7/mmaQ8yEhdgvxgBB7DWPHLOfm+QhKt+p3T/m3T6P4bQkp2ylgJxK7zC1PRwaPGZnDYCz/7W8P/9nv5S5cWNjohzHWe/TozldeSR88uPT3IjYtZ87g7FlMTmJsDBMTmJzEH/wB+vraG6S/f5oA1IF2E40imUSpNNXSQQTQzp342McwMNAI3tmyBYcOtT0IsYaQAESsFv8p8p/GMAYgimg/+nvQM4CBHvToKOvwmUqiEhsRFaDwHrJvIfsWst9E7iwCZ2Yfr4jSJaSW/Ueu/33LHYFYKyKM7RJi16xr75JS96QcDQKtB2mFaCwIVtXXRAE5pXJBcG2eXKQYY72c9zDW0IY4zzCWbgpGPXTzeWEuXJhZhvb4cUQ6UdU45631yzrY/KmnnlqgQw21LLJ55Aso6IUccnnkdU30AgoevM7eeo2xYGkdJ4VUD3rmXI6AhM2NQk6rPNPt9le8AmMrGcZ2G8ZuIXYJ8YBh7OLcbuc4Jut5b+KMP37Gmzgj6wWlFDwPAJYSl8eE0XvE2vqsOfg0j20BID1v9NSpka98pbJYqWlumlueeWbHd3xHfEadI+J+5k//dGblrNHRtgWggYFpq9ksggDtJhoPDi5XAOrtxR/9UdtbEesHCUDEapFjOb1QQ20EIyMYmbObBUtHZetnfSsvjXR4Z0+AcmGI1UcFKF5sKj5vIXcWfmXxrSbfXAEBiOh+kowlZ3lOq+YF0r0gGJdyXKmxIBiXckxKdzWvkUKqSlWDYO4jLyAAHSuUacpDrQFEGc6t+1whmpzE0aM4f36q5QMfaHsQ18Uf/zGeew6HDnVc2tmHr6Ucrelocad1tYZaZyOvJUkkU0iFD63mtK4mkaR44Y1JVal7QTCm1JiUo74/JuWYUndXJ4erlSTnuznXWs+QEEOcJzvIoJS+n7vojn/LnzjjF6+h3TmLaGTwSXPL0+bAUzzSCMRzxsbunjw5+o1veOXywltHksktzz678zu+IzKX0RjRrVy8iF//dUxOTj1+6ZfwEz/R3iD9s6q4Tky0PZMZg0iJyck5sroW5od+CIUCBgawZQsGB7F9e9vTILoNEoCIVaGGmgPHWMIXrI76Xdy9i7tzvsrA9Kmh1oN0gHcY760fZNlIdEJnis8MJt/Eno+twuSIzQADejnv5fzIrOSCvJRjUo5LqfWgMSnHgmBMytVLJZtNAExKOYk5kss0NmN9rQFEzXSzXs7TjHVyJdZdvPgizp3D3bv48pfxj/+IL38Zr7zS9iBvvYV/8S8AoK8P73sfnn0W//yf48CB1i411HLIaVtlrelo250wiqeE0tyDbwwEhBZx9F/k+SQeupez8akqpQ9HOoxxXMp7QTAmZXn1j0sMGOB8hxA7hdgpxHbOhwwj07EGraRfvOZPvO1lL/jZ822V8WrMJ5KKDGjd50lmRJujyuz58yNf+Urh0qWFs70A2IODO156advzz3OTPKc2HlIim208olE89lh7m5dK+MM/nNayfO2ms0FmRAABGB9vWwD65V9u+32JLocEIGJVyPHcioyjoPRp8U3cnLMDBw+9ALQvgF7QZ5/6sRQdirjv+Pb/hW/9zHIHyS5S4ZUg5iTNeZrz2T4QVaV0mbBJKWcsrKU2pHGUGpk/gCjCWJqxXs4zzbih/ha1KM35JhHmt23DD/8wfviHO9vaP/n1xp+fyUl84Qv4whe+/Mj4uQMP6L9rOeSKKLpYxDJ2HYkgopWd0HanVdlJIplBhvK4uwsJZKUcbx5YJqQcC4IJpcakLK2aU88MbMZ2CLFDiJ2c7xBiB+c7luLWvDBK+sVrQe49L3vBGz/TgegDxo3UXqP/0cjgMaP3MFpuLtaz2bsnT9594w23WFx0mMyhQztfeSVz+DB5PG9QhoYwPDy1+v734ytfaW+E2YlaHWg3sweZnGx7kA9/GIkEBgYwOIjBQfT3Y9++tgch7j/owphYFfIsv3inlUBC5pDLITefQgQggUSrZ2R4rzI8i+1BD8dmv5tNzKD3iQ435BYyj6LvGHqPof+ZFZ0Tcb8TY2xIiKG5EvhrSo1LOSllVqmxIJhsakMFpfIrXTt5KbhK6ZSQOV8VQE8YNCSEVoha44m6/eRDQekK6K2V0WdXSf+ZN15/bvqGf/LY+QlcXZ9JTyeM3NF3SvSyzrwO/1zasNd7mkSHFKScVCrUdyZ0IqqUOSnbKG++bASwRYitzeie7ZzvEKJ/peIHdaTP5Dlv8h0/e175s6z6lkJ0wBh4IrHzObP/EWZMVzOVyl+6dOfEiYl33lHzREqGMCH6H3lk1wc/mNy9u5NpEEvhG9/A+fPIZpHLNeJ3Pv95tGPgDWBmNm422/Y0VkS7mR0BVGo/2PMDH+gkN5m47+n2czBig9Iv+7/f+/66UZ/EZA457VawXvc5yyiXUZ7PhEjTGrgeikShPKTNC8h7clOReRyMQy3hhicT6DmM3mPoO4a+Y0g/Ck4R3cRaE53HfxpAABSkzEqZUyovZVbKvJRZpXJS6sfaH3mD1uJl3hwOxD2cp8NwoaZZtfYhynCeWL875x68EkrhQws6ravhssListvhk9OCYUt9kYmdbdvc7D1TGB+yS31t/wHSUs6MBOrQX48SqLudAMhJOSFlVspJKSeVygbBhJRZpSaCYO1/9RZjWznfJsQ2zvXCVs4H5qtX1zEq8Is3/Ox5b+IdP3deee3nbgNMWGbfwyzziIzsY7FtpmVFphfa88rl0W98486JE7UlXNibicT2F17Y/tJLkRTVm1sCSiGXQz6P3l6k0+1t+5//88zcq9/5nTnSoBamrw+3bk2tdqDdpFIwzWl/2joY5PBh/Pf/jv5+9PU1nttVsgiiU+irRqwKA2rge/3vTWLaH9QSSjpaJ4tsDrlJTGonS71cR329ZgtA37BduE8U0RmSkH7W906TSOoHZZx1B2YKyQMofnuOl5hA6kH0Ptl4ZB6HEV/z+RHEUhFNs6H5OlSVmtSqkJQFpbQ2FEpFhTVPLgNQkLIA3JznprrZzC/raWaZaZvqHsZ0flm7IkoNtTLKJZT0/YDWhRnLK2iovO1KJX1v2t+164+2fX3IpPqN514367LUa949kLhzIH72A/2vfXwXgCiiup6mtskLi2zq1TTSZLuzCSgqlWvKu+NB0FB8lJoMgvyiPjSrRoqxrZxvEaJV7lngELRcgppfuObn3vOyF/zchc5EHwAittXof9QcPGb2P8ZExPd9Jz8tXF0pVbh8+e4bb0ycPSv9xas4pvbs2f7iiwOPP05GP4vzxS/iE59APo9C82T785/HD/xAe4NkMjNbstm2BaDe3mmrHWg3jKGvD6Oj6O1taDeHD7c9SCaD7/3etrciiJWArlSJtUPrI0MYmvPVsJCtFokKKExiUrskaC/MAGsZtjz3DGuo6dr2C6B1Iq0NJZBo1YbC1QQSM9QxYnFUgNIl5M4i9zb2/ygSy85z7n2yIQAxgdShFsXnMVJ8iM1EjLHYPNFDAAIgL2VuuiqUVUo3ZtcjlMBTalyp8fkdSSKAJd2orEWZl3RyUV4zhMNR5rykeFGxgs9zVVRCcWdd6qCP7bZ/7uQLh05mD7+RPXwyl75Xv/ZYGwJQBJEe9Oy7Jcy6BJDMesnTuYOnc4+Lp37g45/LIGPBWrW5E2tHXsq8UhNBUFBqoiV8Tz976ybyAECS80HOBznfEi4IsUWINajWJmsT3uR5P3cxyL/nF28sKVx3Lni03+x/xOh72Ox/jEfnrbFdz+fH3nzzzuuv15Zg5iKi0cEnn9x+/Hhi167OZtVl1Ov45V9GqTSV83r8OH7xF9sbhHPcnO7VkGvfLXSGdrMig9RqqFQQb/Os78IF9PRg0xdDIDYpJAARG4UootuxfTvmrT4YumaGRXBbS6UUUFh3hUizRJ0IQBLJOOJaDEogoR+ty+HjPi2O65WQfwf5t5E7i9xZ5M8haGb49xxdAQFoz/+MvmdI8SHucwTQx3kfgHkUoopSWSnzzTCiSSkLSk0EgW5xVugCNUDgww8QhI/WVb3c+iyZVFwB4G7rKbgFDAADDDC4YzLH4DWD1QxWNXm9uVwzmGOwqilcvpqJyYHJLz6Xufhc5n98ch+ALdergdFIudIFLnU8aZiQ1eq13Ivehv/O5f8P+P3WYXsOPNWDre1NZXwc5TJ27gTFKawtnlIFpYpS5pUqKlWUsiBlTrc0JZ6NcOKS5HyAsUEhtNazRQgt98TWMhlT5Rz95AAAIABJREFUyaB0w8te8LPv+fn3pNO+q24TbvU2RJ++h3lsoR+L9P3ixYuFs2crV6+qJXhgx7du3fLss9uef96IdY/3+euv484d5PMolVAuQwj8u3/X3giM4dOfntbSbuoWgJ6emS359t1C54wAapenn0a1ir4+9PY2Hh18z2fPhCC6BxKAiK5Bnx/PF0AEILTe1JJQEcVQG9LPKxjbvyLojIOl9DRhxhHXatHshXA5bOnWyP/ydeTfnRJ9Slcxn8tG/m1g2fXXt30Y2z683EEIYrMTZywuxHx3uuvNnLJsM4xoUgbjsn5Pulnp55Vs1XS0fCMhZys7KztnBXjS9mAvfF+AM2kwR6tCJncErxuoTz1zV6AWPs97OJoxJnirhdyUwdyeqeIDbVQeuHx5ZsvB2eXjFuP3fx//9t+Cc2zdigcewK5d+NVfpWIxy6EGlKWsKNV4VqqkVEELPVIWm8srJY+uCBFgUIg+xgaEGOB8gPM+zvs5H+TcWifXLVnP+/lLQeGyl7sY5C916OIMAOBWxuh9yOx/2Oh7WMR3LNq/eOPG3ZMnb3/jG0Gtxjk3FrRf4aY58Pjj248fT+3d2/EMO+HKFZw5g1oNjoNSCa6Lj38c2+e9UTo3v/iLeO21qdWenrYFoEgEtg2n5dNZQjW0mczWjNYrAuhTn8KnPtX2VgSxiSABiNg86JPsXZg3IteFG4pBOow1XNbtRRQ3mkik8eDlkc9jqXdLoojGEY8hFj60SGTDDtv1qm6PIbb2mhHzSzz/HsavI/sWCheQO4v6ku/45d5ezakRBAEAHjwHThXVCioOnPBRRrmKamOVORVWqfKq7llFtfUomoDwpO2phCdtV8altKESgYy5gW6MqnWtwCgVd1XcxZICAAVzba5iTMUZSzCWZCLFzBSz0izai2ia2b0s3s8T/SxhAVHG4ozZjC33wHrp0syW/fvbHkTXPJYSd+7gzh0A+NVfXea8NhNlpepK1ZRylHKAulJ1pcpKlZUKJZ5KuKpUeWOE7cxJhLFexvqE6Oe8ofUw1i9EP+epjVCVXAV+8XqQe8/PX/ELV4LKCJahkXGrR/QcNHuPGP2PGql9S4nj8CqVibNn75w4UR4eVkoFc1nUt2IPDGx7/vmtzz1nJhLtTe72bfzxHze0m0oFrovv+R5813e1N8if/zl+/uentbz//W0LQDOSm0olKNV2zEsqNU0AKiximjkHKxIB9NJL+Mu/RG8vMpnGcxeFYhHEhoEEIOI+IoLIAAYGsJBdnBaJ9COs+aKlonC5hNIGSTebD52GNok2nO0iiNiwtSRkw44iGq5GEY0h1roaRdSCpZfbNr2u3hZv/nhm8qyoDbe3YSu5s51vSxD3Ez78GmoVVFy4ddQrqFRRraPeqtdoKUdrOvroUUbZgbP8Ax1DEOHlCMrzKMzMU1FfxlwZ86Ttq7grY76KuUHMU7plLbJfObgBQz8EhAkzXJ3WrszW/w8fyAKz0g8CTK8nYDTFoChjJmM2Y1wpi3MTMBiLAgyIMwYgxjkHIkCEMQHYjAHo//CHM5ZlXbliXb5sXbnCarVre/aYQaBTuRhj8eaFnAWY813UtZa8AcA5du5s+7/p2DHk81N5E48+ip/92bYHWTYBoMNqAsCRUq9KxhylAqUcpSRQVUoqVQUqQVBVKlqtVpTygZpSFaVqSrlAVSlHqZpS9Y0UpLNEejjPMNbPeZ8QvYz1cd7L2IAQmQ2i8rSiZFAe9guX/dy3g8Jlv3gTallHFWEPGr1HjMwho/eoSAwtUchQUmbPnbt78mT2/PmlpHo98NZb8UwmmUpZxSLOncPXvob/8B/am+jdu/jX/3pay86dbQtAs41pqtX2RgAwQ7qSEpXKzMZFSaVw797UamcRQI88gnR66vG+97U9yPbt+MhH2t6KIIjpkABEENNYikgEoIxyqBCFhYFbKwTrx7o4j3aGC1eLX+1uKCBs2DHELFihVKQVojjiWi3SLRFEYohZljKLX4xDWhGYEnG/o0LE9QnURhFt0wiDILoN/cMM5RsHjgtXSzYePC3fhGpOHXUt8egFLehsbLVamcwxhWOLudVqqbivYp5KeEHUU3FX2r60tTbkBtbCCpFWbcLnVilnxvJSs7E6wgd0LEmH2z/zDJ55Ri8ypXpHRyelXPT2Owda3Vt+4/r11pSY4uDg/1mvo96oUGZgbjdpLUiF/PTFi5FyGVeu6NUbd+/+vz/+4wvMIcKYO32vE6Oj+//u7yrJZCWRqCcSbjKZGxqqNeMC6mjkAfpKhSFkFaV0qas60IEdsud5jDGjthEDexcmxlgf52nO+zhPM9bHeYbzfs57GevlPLLRVJ7pyOo9v3DFL1wJ8pf8wpXlJHYBABNGao/Re9hIHzJ6jyxg5Nzgb/4Gly+jUkG5jELBLRRuffSjY9/8plcuL+XdYlu3bn3uuV3/9b9OC3h5+eW2p23bM1uc9v8fZoe3LF8AAlAqtS0AtcbvJBKIti/Nx+N4m2K3CWJDQAIQQXSCdt5ZtFsNtVAMmi0P6fI0uvzwxr5IW4gAgd6LpW4ggGM2gqkyrqaEJRHzYUrYAewAhmqsWhJWAFMh7gtub4vHHjRie6KxA1bPY2bkno2iAUPnr9mw9fOq7CRBLBkdcaOfPXhai/Hhl1GWkFVUdaPuU0HFh6/VHN2oZZ066lr3We+9WWc4kxHWCCAyYYbZrAkkRE1E/aitEgl7G0dPoJKBjHnKdpVdC8w6rLyUBSmL3RniMSeKsclt25bSUwKtklNmZKT11dEdO64socR1K5bjRKZfPw/39Lzhtmeh/ei7737iJ3+yteX3P/3pL/zLf9nWIAfOnNl6/bofiVSTScV5NZW6eeiQZ3VfQbQk5xnGMoz1CpFhrE+IDGO9nGc472VsvUx5OkPWs37+SlC86uev+PlLym0/PwgAIO5WxNUCqwXMZUKleJDE//ZjxkMvM7OdKg2f+xz+9m/DNZPz20vw6zWi0b5HHtn67LM9Bw8yxpBITNNrKu0fildJAOpgJrPDiIpFLO1IMsWf/ik4RzpNpa8IYhNAAhBBrCI6/mXReCI0paJQEtKqUOtyBZXw0b1qUQMz1SoAeRweR3nG0YiZMJOI9MBIwkzCTIPpc457wD3g9fnG5uAxxFqfGVjrchxxAHHEGVgEkQgiYaMFy4SpewKwYXNwE6Yut6xfBdBJ4huxMaiiKiEBaMkyQODAAaClljrqHjyt3YR9tFKjBRoFVUFF6zgSUsfXOHBaRZ/13L2uQjuRhc8JJPTyjEfYGEGkdfOiW3RdF0AmlhHz1C/TuEBRSm3NW1SqpG16pdSuvUWgJGVRyrWvdr828CD4i5/8yf7bt/tv3x4cHh4cHh5rv3Z1pjX7AwBQbr8ITmxWCIaTTLY7yPG/+IuP/M7vtLb8r2fOjA3NWx1iTv6Xf//vB27fBlBJpRTnxd7e/6dNW1weBHvPnXPi8cAwANRjMSeRqDUv1xOM9XCeYqyH8x7G0pynOE8BaSF6GNPt3VmpAQCgVFC9GxSuBsWrfuGqX7iivAqreJHT97gbWLUAvuQVz3u033ts8ZOfEG4P2t+eiPzma9Naf/CTaEf9cUuloFptlV6YlNz35Xwez4wl9+7d8uyzu59/nrfWyIvHMT4+tdpB3M3GiQD6wR/EM880isomk0in0UH1evKMJ4hNBF3DEMSGYOlSEQDt0FFBRT/rR+uytvnQRq0rIBhJH34ZfgleCVYfoluWNRqgzCSr3Z3exmAkYKZgpmAmYaYgOozlkZD6ur2I9nPU2yRUgrTA1LpgwQpForAxVJoAGDCiaARRh5JTiNanZr/RfB1aey7q5x3OZ0XQysicL/nw53xJpzXNN4JeDXhQtapxFvfghamUYaBZ6yZhlpNWZNAi64TdtLKz7H0l5saCpT3CZnjPh37z4bNOF9Wraza9CNDPef9id61rrb6/Le6/c7bUuieqSArxZz/zM60tZn3uH+wCpFsvhgEAxfYFILs0s+pltX0ByJp1Fe21n43y5Je/vOvb3w5X7+zdu6gAJIAE5wnGtAV4f6n0r6anBWU//vHif/kvWvdZqrhz6hQ++9nGcjyOSAQf/3jbxignTuC996a1fOxjc6gPC/MTP4Hx8YYpb6WCQ4fwB38w9aqSQeW2X7imFZ+gcFX5M2UIPlmLf/ZMa4sCW1gAYmbcSB8MHyzSg2v/N/BX0zotLW9Let7kuXP3Tp3KXrhw8N69GTsvPG+2AGRlMn2PPx57+GGrt9eyrGnqD2alTa1XBNCTT+IP/xCxGBIJRCJIp9Gm1gkATz+Np59ueyuCIDYvJAARRPeh1aJ+9C+xv84l0YavrcKQA0e367I+jZo+suj4YxV/HH4JfhVeCX55qv6xCpYvAMFIgZnSiMNM84hWfHqw7Go5a08Y7tFGBhyxNCSTvuWbzJxT5yJWAwOGFnG0aZe29NKr+jFjVbvCr6yeuI5EGYsytsSjagCUlXKk1KbCdcBRqqJUXak6UJHSabaXpawDNaVqQE0pXykPWN+stM4Spi4eO5bM5fSDSdlJBNAsAchp14gEsGZFQLjt7I5217am136yLOvDlhXn3AIsIM55FLC11sO5fp4pMs0SJnotq3fBSLQ5GB7Gn//5tJbjx9sWgP7kT/B7vzet5Xu+p20B6EtfwvXrU6tuPSjd8guNrK6gdF35i8Q2KmvmvrP6rDtPTIj4dqNnv9F7xMgcFsldmHF4n52stKAApKQsXL48eurUxNtvB01Z049EZnQzXNdr/odw0+x76KEtzzzTe/RoIGV+vkJUM76ZixULm4NkEm+8ActCIgHTRCrV9ocCYNcufPzjbW9FEASxICQAEZsBL3vez77HzTgMmxkxbsYhbGbGuJlgZnzmGcb9h050ymCu83U3i8J7KFxAcRT58yi+h2rDLcIRcAQcA45AxUBVr/Yna+mPl1HWpYJ0daEaai5crS5px5NFJmRvdY0+AJxzPl9gNkEQ7WPD1hX9tC976MWuLdi1aqOVndCvPYpohxX97mME0MNYT7sX/C3oYlVo+hxrk2MfqAO6mhUARzUKJoWlr9BUkWY0hj2h/ZKbdY4UY9UWsamuVOuFbFXOUQ+pddiQi8eO/dyXvhSuxgsF1b4PiD3rYl6lUokWsxsTsDgHwJSKN8fXddMAmIxZjO2YFb70kXTasG0TsBjTNdcMxqKMCcArlUzO+xMJwZjNWJSxxld8ugVSXzT6idnSw8LMVgRm6Q6dDDIjDmUpzBYTO/APEtM+zWDiSuHr/6q9EWYLQG4AQMS3G+mDoueAkTkoUnsZX3AHlyYABfV6/tKl7Pnz42fOzLZ2Dmb9HwrPY4yl9u3bcuzY4FNPiTBkbIFyYP/tv0GpRuhNZ643QnRS5YogCGL1obM9YjPgT7zjXP78vC+LKDdizIzDsPUCNxMwbCZsZsaYsJkZZ2acGTYzYo1GY1be9WZAoXITxW+jcAHFi42F+szA/hDtx4wZxhiFe3j0f1rsbZRWhXRxIl3ASEchefBqqJVlueAWHDiBGXCD66JFHrzWngpdk2FBECuClmASSGjbqRhiJkxdRE9rOlFETZjaDSeCiO6pF7TWMyORkNjIcEBrH4kusfutAX6oNbQT/jO1gz/yI3jmGZTLKBaRz6NU+uWHH25rKACY4TzN2Pen0/NJHgXOGWOp2TrdjEFWRLvpYJDZVtwdCEAdIP2gcjso3/IL14PSdb9wLVW/N+3/yGs7bXx2BJCZfCj9wT/hkXay/GYLQC1RY87ERPbcuYl33ilevSrndzG/9+CDhe3b/UgkME1pGJGdO/vf976jzz4b7V9q0DQAHDzYRmeCIIiuggQgYjOgggUzq4OaDGqoZ4E2vHCYGWdGrKkKRVtW9SPOzBgTUSZsGFFmJpiwmWEz0f4p4JqhFP7mCBb+v1qU2hjqE7AWOpFiYAtXSfOVn6/lAUQRTVhzd9MqUlhESZdGChCERZRCzUhCagdfnYeln1tbtJxEohKxgmgLJ63UhM9al4kg0rqqZZ0YYvpZd9YWUQkktP2T7rne+0QQCxFFR6ElrezbtwJWsv/m3+BHfgSFAqRELgfOO5nV8gWg2RXQOtBuZqtIHYTELppOqGRQHQ1KN4PSraB0MyjfCsq3oaafDU2PAGLe/KExM2CM21uNnn1Gcg/wd62vcBlFW+oPgKNH8Ud/hGgUmQxsG/F4sG1b/t13J999N3vhQj2XW8oYTk+P09NjpdP9jz028MQTPeReTBAEMR0SgIjNgPJWvliy8iqdDMsEM2xmxpmIMsNuKEfCZkYUIsrNODNiMKJMRLkRgxFjRhTC4kaMGbFmlatVg3EkDyD/znLHKX4bA+3cSesIrSKt+LCtxZvCmk2tFaB0gSc0rYXDPrrGU+tC6D1cRVVLS6ETUCg2haMRq0pYoC202RYQNmwABowZRdxCzxr9BdNSTrih1mu0TKPrx4Wb6BFa3bsJglhrXnhhBQaZnATQUJGknEPNWZT+fvz8zyMIAKBSgeviuefaHmRFUsBmIevZYGw4KDcUH780jEVr3AkGAIypuAFApeZXxBgTsW0itc9I7xc9+4zUvqka7X/+54jHYZpIp2EY2Lq17alv3YqPfQxKFW/ezF24kD11qnTjhlogUWsWhm0PPPHE4FNPpQ8cWK5eSRAEsUlhqnsqWRBdRKFQ4Jwn2y/w0Rnlb/26e/eNtXmv1YOJCBMWM+IQ0YYwZCZYYznKjDgzokxYjUAkHoER5WYcwmLcYkusk/r69+PWn7U3rUgGPUfQc7TxnH54+SbQvu9r58VoNJpo3wS0S2mtEd5aBisUkjR11LXApJlRISusb7XA4K3o0KcVmf+ihArLbOaMcJlhHmzDbq1fZvpmpVRJpVJCCC3HzOg2u3QacV9RLDbLwGcWKQNP3LcUCgXGWCqVWu+JLIaWooCGYfASUYF0xtXZU8GNi6qek7WccnPSmXAPx2Gs3P0kJozkEE/tMVJ7RWqP0bNvNXLkVRCUb98u3bxZuHIld/HibGefheGm2Xv06JZjx3ofemjpxoLhqYhlWWt2vkp0F57nFQqFdDptkGElMRddeipC32ZiMzC7Imk3ogJXBS7cljopSiJw4Ffgl2EkEV2woqqwmsFENhrLcTRFpYa6JE3mAaxxY4yxZnFybZTNGOK7kTqE9EPN58MwN/ypc5egU37WexZdg6e8QlDIILNoVXuCIIjupqdnoVeVkm5OVu8F1VFZvSedMVm9J6v3gtoElASAaVsvV8hgRsxI7RGpPaJnr0juMZK7wVf+YkFJWblzp3TjRnl4uHTrVvn2bRW0bTzEhOjZt2/L00/3P/aY0UGNLYIgiPsSEoCIzUD8oR+X9bzyq8qvKq8ivQoCR3kV6VfhO8qrKL8qvTICR3oVyHm9A9cVBb8Kv4KgAq/SWPCrU/XXY7sWFoBUUEdQD9ziQm/i3G6JJuEwYjATEAkYSRgJZmVgxLmKoVhmlfMYv8r43zIjxoQFbjIzwbipQ5DATS0zcW7CjDNuQlhMRBk3mEkaB0EQBEEsGRVIt6Dq+aCWVW5B1bJBPa/qeVnPqnpe1sZV0H6S2pLhdr9I7jF69orUHiO1l9tbViN5SklZvXevdOtW+dat0q1b5eFh2UFtdQBAJJnMHD7c98gjmQcfNGIUB0oQBNEeJAARmwEe28pjS802V4GLwFG+I72y8qvwHelXlVdVvqP8CrSK5DuheCS9igqcFZWNFHynKfFU4JfhV+A7wIKJ7v5KJPJEMkgdgpGAmYSY6TqklIJXDrz2Qq/ngBtMRJmIghvcTIAbEBY3bDDBzYRiXDJL1jwmrMBO1u0EM2Lgghtx3bOhNwmbccGMOKXxEwRBEF2K8irKr0i3rPyK8srKqyivLOtZVS/Iek7Wc7KeV15xcS/nFYIZMZEcEsndIrlbJIeM5AMssvJxvkrK2uSkMz5eGx+v3rtXGh5ejuIDgJtmz759vUeOZI4ciW/btoJTJQiCuN8gAYi472AiAhFhkZ72UuSlr3QAkV+VvqN8B76jmmqRCmpoKEqO8h0ENeU70qsgqCnpAUD5GvwK/CqCJWg9c+IvW5cBIGJIHliBcRZG+kqWlVfGPPuplNIngnXOg0XTqhljRhyMcyOmPbYbOhG3mDCZYTcameBGDIxrO21mxgDOjBhjHEYMjHEzrsC4GQfYWlhuEwRBEJuGoKakJ70KgrqSHryKkq4KXOVVoDzpheJOJRR6pFdWfmXNlJ254REjOcSTQyIxZKQeEMkhHl3hGg5Kylo2W5+cdCYmnPHx2sREbXKycvfucuSeELu/P/3gg5nDhzOHDxtRct8nCIJYAUgAIoilwQ3Gk8JMAm1akqhA+Y78Hw9ATSoOxaEMKDQy9yUABaWgAKkaJ4oKUGrWSaN0IV3w+69WtFJaS1oku60DdM6asBg3wU0mrIa0pBUlMG2traOQdIKbDm5qeclmTEBEwE3GDYgoAK0xNQYkCIIgVhUVKN8BoKSngjqAhkYDyPwYB7y6rY0CVVCD9JX0ENQBJb0KtIegkiqoQ3pQgfQdAPAqupv0q5CeHn/jwwxbxLbyxE6R3C0Su4zUAzy2VVv8LR+vXHaLRbdQqBeLXrFYm5iojo/XxsdrudzKilzCstIHD+pgH7t/1UuOEgRB3G+QAEQQqwwTzEyIngOYmGx726YwBG0FdPiHZGK/CuoIXOWVVVBXQb0ZglRXQQ1+tdHoVfSZ7krvzOYiqKkAavkpbwvCdMxRUw9iTXkIIgKAa8ukhuQE8AjT7TpGSQc0AVNykvZdAmBEwQQAJmxwMbVJU7Fa1Z0iCIJYEkFNSV9qkcWrMCjlVZQKlO9ohUUFLqSrtGQjXW12o7wKoFTgKVkHAN+BklNCT1BT0gcWP3p7nscYWzzOtOvghrAHeWwLt7eI2JZwYTnJXEG97lcq9XzeK5frhYJXKtULBbdQ0KKPWyy2VY69LRjn8R07krt3J4eGkkND8R07GKcQXYIgiNVi0/1RJIgVQ6F6G+XrsLcgeXC5gyX2YeJUOxswxHYgeYAlD4jkfiQPIHkQyQPgSy4QC0BJ5VeVX1PSVX4VDcHIUUENgav8qgpqKghfcqVfQVCH9JVX1rdS9Vl4m7tKTEPpm8zr8dZhplsjygktShMAM67/1fZMM17VFk6NDqGxd2tYUzgmwESENWPTFDfCPmFUVLObzfhU/Bz5hRNEF6CU8iuQngzq8KsqcFVQU15FBY7yHAQ16VeVV0FQkzr9ufmSCmqbo0DnOsKExaw0j/ZrlUfYW7iWe6J9S4nrkb4f1GpepeJXKr7jeJWKX63qZ/3wqtWgWvWqVb9alf7a3TFiQsS3bUvs2qVFn/iOHUuv3U4QBEEsEzrgEvc9SsK5i8oNVG6gchOVm42F8g3oe49H/g889h+X+y7J/Qu9am9H8gCSB9DQevYjeQBi2TVNGWdmYrmX2fpWbVCD9KRXUUGdSV96ZWiFyHeU9PXlgV6F9KVfYdJXQV0Fjgo85Vf1Pd7l7g7RJuHV12pHOa0AYaxTcx3CDly3ZFlMRzO1aEyNHkZMTQ90aqTpzRhYh1zNaAw1rxnts96l9bUp7WxO5nr3eYbi3NiIlWuUkku8Ym8m0cyN9CpsLs0zDNyYRjNbZxGkr4Jaa4NXrwe+D6Bi25wL1hQ056NhBzajUWdxtraIyIxMW13lcHqfKfWzQTMibzrajGzWTJaTH6qFmFnMFOsDF9JDa7CMX9WJx9qVRmlZB83/2KCmAk/6Fb2h9PQhvaZ8B6rt4tzEUuEGt9LcyrBImkd6uN3HIj3cyjArza20iPa1CujS933HcavVYLTsO+N+reZXKkG97juO7zhTC47j12p+tRrU6yviwrMiMM5jW7cmdu1K7d6dGBpK7NzJzXbuZhEEQRArBwlAxH2DClC93RR6Qq3nJiq3FtEmytdX4N0TewE04noS+5Dch0SL1mMscumynjARqkjLjckOakr6yqt4Xr2YuwfpWwZsi+tGpQL4VdW4Gqkr6TX6+45SgfIqUBJ+VecOQPnKry3+jkS3oOQMlUrWC8r3g8BklM5GzEXg+zonxTPpS0JsIJiwmBFnpn4kuJnQCy2NSR7p4VaaRVJuqeRXKm6pVCuXgwnHdxy/mvWd22HAjpZ1/Gp146g5C8MYi2Qydn+/PTho9/fbAwP2wIA9OEiKD0EQxAaBBCBiU+MV8M3/HZUbqAyjOgLVUYRz+doKzGT7P8M/O4/E3tYbevcdIsoEmJkQvs+8GAAejZqJzgOUpplHNJ/1De2GkCR9fQe7cRu85Vlv1YhUkj6CGpSUfhVQOmmLIAiCuN/QAV+MCyZsCIuJCIwYFxa4ycyEfpUbMXCTGTZElIkIN2LMsGHGGxJPMzpMep42TvbKZTdb8kolt1j0yndcvVAqeZWKCro4wIpxbmUyWuKJDgzEBgftgYFofz/lcxEEQWxk6BhNbGqMOG58vkPdJ6RyYwVmYvXB6luBcYgWmIhARFbJSkanVGjvUgSuki5TUluQSq8MoCEtadWpIR418yya6SrKryolIX2dL6NTY8JSNWSxRBAEsQBh/l3D5F7rMgB00cZZPvphf50QWq1WYcTi8cScpRuntjLijLH5MkMXxi2Vavl8vVCo58fcQqGey7mFQj2fdwsFr7IZ7iVEkkkzmYykUpFUKtLTY/X0mIlEJJ22MploJsNE2/9jBEEQxPpCAhCxqWEG7K2ojixrkPoEvCLMzotrEN2IvloQa2BUPFXDOKyAUwUklIIWlcL2ph9HuCCbvh7QSlOLqCSbGVXKd5h+SboIXAChXAUSoQiCWDmYYTNhM1M/x7UxVqMSoplouF8xwQy7EWijXbeEBW7ogoahv9KKKPv1QoExZqU6/PMtfX+Ga7JbLtdzOa9YrOVybj7vFotr6Z284hi2bcRiZjxuxGJ6wUwmtcoTSSaRbva6AAAgAElEQVQjPT2RVIokHoIgiE0GCUDEeuMV4dyGcxfVEVSHUb2D6jCqI3Du4KnfxtD3LXf82FDbAhATiO1EfDcSexDfg8Se9mpvEURbMKEvddbXxaTVqHtKV5KBCpxGj6COpoOvbPHraZWQWi1jpzn+TnfwVUEdLb6/2uapdUAGSCmDet2IRqH8GX7DcpYxbWhwSxBE53CDiahWZ5gR02EyvJn3xAwbzOBmnBkxGFEmotyINVQevdViPtzrhe84kNJzHBUEQb2ugkC6buC6ukiWVnkaQo/j+JWK16yZJd0uq13AIxEjGhW2bUSjIho1YzFh26Zti1jMjMXMeFw0FR8zFhOxGJlnEQRB3IeQAESsPrKO+iScu3DuzHwuX4Wbn3fDZUbuaOJDmDg576uRDBJ7pz3sbYjvmV0shiA2NzqfTi+vRdzTYnie5xcKiUxGdHb/OSxyNK0xkL4zuy+bLmlN36LOZheuamG+DWeOs4aRVsqvMhEBW/bf9yUUq2LcYPP7mjEzPnufZxfVWnScOSmVSq7rAuhJpxf4kqhmcNzMdh1n10qzclaInFXsbCqMLmyZrmY2G+eqd4apSL1lw5gZl76vgiBwXUgpfV96HmNm4EkAQb0OZgZuAMD3FBSXriuVobxA+b7vMSmlUpA+V76vYABCqcbPP3BdNS2qpZNS7iIaZXzusgEiGsVK6A7SdVsNdJSUQW1KZQ7qdRkEtVIJShndaUnDGBO23RBxYjGjuSBs22g+hGUZtt1oiUYpWocgCIJYlK78o0hsfET+reilX4M3CmcU9YkOR3Fur8BUYrvALcR3Ib67+Xig8Yjt6CDhnyCILoCxOVNIRKRnzu7LrXBHrD2GhGzkCi1w3btKHmFtoZQKHAdAUKtJLda4rvJ96XmB50nP05qL1DEp9boMl11X+b5fqynfD+p1Hb3iVas6kmW9d6sLUFJuwCAXxrmZTEaSyUgqZSYS2mTHTCR0QpZh20Y8rvWd9Z4pQRAEsQkhAYhYHaRnjP/jcgdZkQigR34Zj39mBcYhCIIgup+gVmvUj69WAYRiilZkAPjNDn6lAsaU7weuCx1U4vsA/GoVgPS8Rn/HUUrpxKIpradel0GgpZz12lNiXdD6jpXJRFIpK5UyU6lIIqF9lI1EIpJILKf2JUEQBEEsExKAiFVB2dtXYJQVEYDu57LrBEEQGxuduaOk9Gs1NLWVoFaDUkGosLQILkopvVotlVzHATAKcM5li0wDLd/orZr6TqjXEMTyEZZlpdORnh4rnW4sZDJWT4+VyZjJ5HzpbwRBEASx7pAARKwK0toCsM49L6KDsLej5/CKToogCILoHL9Wg5RetQop/VpthpmuktKvVrVAo2UdHf8SNDObIKVOYmpExyxPkfF9X0oJwDTNDZjmQ3QpwrJmFMbSCw3v5Hg8kkpF0mkjSveWCIIgiK6EBCBideCWivQyd3KBDrC3IbYD9nbY2xHbAXsbYrsR2w57B4XtEARBLAfZNJeRvi/rdRkEOqwmlG+m1BnPa3Su11UQaJXHdxwt4gQtL633PhErRqtJM+N8DjlDCMNaxAK8lUWT3bTqt4SBGrFgc8I4F9Onakx3m2ZCiOa0RTRad10zFrNs24hGuWHwSEREItw09UNYFhPCiEaFZYV1sshHmSAIgtjckABErBYyukOIyDR9x94Jeytiu2BvhTWw3hMkCILYEISaS0OgUSqo1XTuUqjONNScpmFwKNYoKYOmWCN1OhU5BG8utOrBTVOYpohGmWEIyxKRCDcMIxZjhiEiEWFZjVXGhG0DMGMxBWgjYSMWA2DYNmPMsO0VKcLVFRQKBcZYKpVa74kQBEEQxEaBBCBitai+9HoymVzvWRAEQawkvuNASs9xtM4yLQ1KizKOA50G1XzWAk1rzpT2FQ4zp9Z7n4jlohUWrdGgGVCj651rpSZs1PqLjkMRkYiWb/QzNwxhWY2enJu6p21TghtBEARBECsFCUAEQRDE5qRhN6PVllarmqZ8E6Y+zXSxcRwt1kx1CAISazY4Oq8HgIhGOedo6jJMCB6JAGhoMS0JUA3hRgidWDQ1QiTCDAPNqJmpESyLCRHmTPHmgARBEARBEF0BnbgQBEEQG4WG4FKr1ev16tiYyOdZEMywGdaxNq22NdrXJqjXw/QoGQS6CBSxEWiEtMRiAHRISyM6xrK4EA1PFsPgkQjjvDVrKVRkzOYqMwyd5VQqlSTnjPNMb28kHl/X/SMIgiAIgugOSAAiCIIgOkdH1uj8pjBwpiHBVCpKqaBWazgN655hiI3vtyo4M5xrpJS+71OBp3WAMcO2dZBLIzUpEmFCmLFY4yUhhGXpDKZpZrq23XCrEYJblmh5aTWm6UUirutCZ1oRBEEQBEEQS4AEIIIgiPsLHTszJdk0hZjZkk3D1KZa1RY20nUbxsNNrYfMhtcZxgzb5kJonUVYFjOMhjRjGDrRSZvOaHtgIxYLNRot4mhHYV0LiXFOjjMEQRAEQRCbGBKACIIgNjpaagmdaHRh76CZLSWDIHAcnRjVyIGq1WSLuOPX65gryoZYSxrBMpEINwxuWQ3fGcamImtCaSYaDdWchluwabaKNWZT01nvfSIIgiAIgiC6CRKACIIgVh5d+6lRybtpYTPNvEZrNE1RpjUqJ6jVWs2JfcdZ772579B+NA3lpSnWNKJpWnKjwhyoqTSoMI6mNdDGMLSFMEEQBEEQBEGsIyQAEQRBNGiY1DSjaaTnKb06W5SpVpWUjVSppj9x4DhBizPxeu/NfcSUK41piqYEE2Y5cdOcMiFuTYNqMbhpuN40hZv13iGCIAiCIAiCWHlIACIIoouZHWij857Cst8N/xrHCUNsIKVOhpKuS7lR60UYNcOFMGIxcC4sq9W5hllWrV5P9fUZWtnRqU+xGBgT0aiu0j21OUEQBEEQBEEQi0ECEEEQa430vMBxgnodhqGy2YYW4zhaqdHyDQXabDRmhNJMMxvW4TY6psayGupMNMp1ZI0QPBIxLAtCGM2ei76d53mFQiGTyYjVqSFFEARBEARBEPcbJAARBLEk/FoNQeCFAo0uBdVMjGpUhprhaNMsFKWDcTzHga4hpZTneQA454ZBR6HVQlvP6DAZ0azeHUbZ6EYt2TTiceaSbMxmwtR67w1BEARBEARBEMuiuy+9fN//6le/+vWvf31kZKRQKKRSqe3bt7/wwgsvv/yyZVlrP+wqzYcgOkSphp2N1mtaY2dqNSWlX6222hKHMTgN75taTT/rV9d7Z+4LpnnTNIWb0KqGG4b2rzFsOywpxQzDbKZQ6T6mbUMIgyQbgiAIgiAIgiBaYEqp9Z5Dh4yMjHzmM5+5cePG7Jd27Njxsz/7s3v37l3LYVdpPl1KoVDgnCeTyfWeSPfRyHjSBb8dR/q+dN0gtLNpxtdoTafRx/MCz5P1uk6S2vjpUZssAsiIRiGEadthxE2YJBUKN1qjMWx7qnpUM3OKN6NyDNsGY+u9NxsFSgEjFqZYLLquC4C+JMR8FAoFxlgqlVrviRAbEd/38/k8AMuy6HyVmBN9KpJOpzfBySqxGnTpqUi3CkC5XO6Tn/zkxMSEXt26dWt/f//k5OTdu3d1S09Pz2/+5m9u2bJlbYZdpfl0LyQAzUBJefOLX9Rlv1s1nSmJp17Xr673TNeCdReAGslQLSE2vCnKhCWidIVvYVmMcyMeD0tK6YibRqiOaXLTXPv53w+QAEQsTJeedRFrCQlAxAKQAEQsCglAxMJ06alIt36bf/u3f1urLZlM5lOf+tTDDz+s2997773f+I3fmJiYKBQKv/Vbv/XpT396bYZdpfkQmwfGbv3933ep3rpBWGKgDdNuxGGRKe1307Jq2PZ67wpBEARBEARBEMRa05UC0KVLl958800AQohf+IVf2LdvX/jS4cOHf+mXfumnf/qnXdc9d+7cO++888gjj6z2sKs0H2IzwRhjpqlcd70nsqawZtSMME1h243IGtOEEK5SjHMrmYwlEmHdqIbBTTTKIxHWUjGKAm0IgiAIgiAIgiCWSVcKQF/+8pf1wrPPPtuqtmh27dr14osv/uM//iOA1157bemCS8fDrtJ8iE2GiERkNwhAcxeEsm3WamGjQ2l0uE2LxLNER5sw7joajSYSibXdP4IgCIIgCIIgiPuRrhSATp8+rReeeeaZOTs899xzWnD55je/qZRiS/NV7XjYVZoPsckQkcjqVdIK9ZowPaoRQdNMfWJCmPE4dHyNaXLTNMKQHF1JikpHEQRBEARBEARBbF66TwCamJjIZrMAhBDHjh2bs89jjz0WjUZrtVqxWBwdHd22bdvqDbtK8yE2H7OTmLQQo4t86wQoHUrTEGj0aiTCmy3aflh31i2m7hONMs7XZacIgiAIgiAIgiCIrqD7BKDh4WG90N/fH4/H5+xjmua2bduuX78OYGRkZCmCS8fDrtJ8iM3H0R/7MWYYvFl/inWPVzxBEARBEARBEATR7XSfADQ2NqYXFi7ZGFb9HB0dXdVhV2k+xOYjtnXrek+BIAiCIAiCIAiCuE/pPgHIcRy9EEoqcxK+GvZfpWFXaT6aQqHQpYXDgyAAoI1+CWI+XNelLwkxJ/rQVywWyTSNmBP9Vwb0JSHmh05FiAUIT7DpVISYD/0lKZVK9FeGmJPwVKRUKq3vTGKxWCQSWWLn7hOAarWaXlg44iZ8Ney/SsOu0nw0vu93qQCk8X1/vadAbGiklFLK9Z4FsXEJ/7ISxHzQl4RYGDoVIRZGKUVfEmIB6K8MsSjrfgxp63qqi41jF9ZiQ92k3R9tx8Ou0nwIgiAIgiAIgiAIgiCWSfdFAEWbZaoXDrUql8t6wbbtVR12leaj6e3tXXrnDUWxWOScJxKJ9Z4IsRHxfb9QKACIRqPzWacT9zme5xWLxXQ6LcgunZiLUqnkui4A+pIQ86HTAxcO0CbuW8JTEcuy6HyVmBN9KtLT02MY3XfJTKwBXXoq0n3f5iUKLuGrKysAzR52leaj6faM026fP7FKtH4x6EtCzIn+YjDG6BtCLAx9SYiFoa8HMSd0KkIsCp2KEEuku74k3ScADQ4O6oUlCi4DAwOrOuwqzYcgCIIgCGIdUUqNjo4ODw/n8/lqtSqlTCaTiUSit7f3gQcesCxrvSdIrDV/8Rd/4fv+0aNHjx49uvbv/sUvfrFSqRw8ePCxxx5boNuVK1e+9a1vAfi+7/s+ztfO7OLP/uzPADz++OMHDhxYszdtiw01ww01ma6A/seIlaL7BKBdu3bphcnJSdd15/S7llLeu3dPLw8NDa3qsKs0H4IgCIIgiPUim81+85vfnFEdKZfL5XK54eHh8+fPP/7443v27Fmv6REEQRAE0QHdJwD19/dnMplcLue67tmzZ59++unZfS5cuKA9d2Kx2LZt21Z12FWaD0EQBEEQxLpw+/btkydP6voVtm1v3749Ho8HQVCpVMbGxqrVqu/7b775pu/7dC96U3L+/Pnz58+bpvnRj350vedCEN3NxMTEa6+9BiCdTn/oQx9a7+kQDe7nz6X7qoAxxkKR5dSpU3P2CduffvrpJRoydTzsKs2HIAiCIAhi7ZmYmPjGN76hlBJCPP7446+++uqTTz556NCho0ePPv3009/1Xd/1xBNPaLODs2fPzggRIgiCIAhiI9N9AhCAl19+WS+88cYbExMTM14tFotf+9rXZvRc1WFXaT4EQRAEQRBriZTyzTfflFIyxp5//vkDBw7MMLbknO/fv//RRx8FoJS6ePHiOs2UIAiCIIi26UoB6PDhw0899RQAx3F+7dd+TRdx1BSLxbDl4Ycfnu0S97u/+7uf+9znPve5z331q19dqWGXMx+CIAiCIIgNwvXr13XZigcffHDr1q3zdTt48KCunH337l0p5Uq9+/j4+NWrVxeuqkEQBNFF9PX1ffSjH/3oRz+6jnEA63to3ZgH9o3wuawX3ecBpPnEJz7xyU9+MpvNXr58+Ud/9Eeffvrpvr6+iYmJN998s1arAchkMj/1Uz81e8O///u/D4IAQBAE73//+1dq2I43JAiCIAiC2CBcvXoVgBDi8OHDC/ccGhq6cOGC53mjo6Pbt28HUKvV/vqv/xrAc889F5bICLl3754OiP7whz/c09OjG3VVqePHjw8MDLzxxhu6Ysbjjz+eTCbPnj176dIlAB/84AczmczsCZw+ffrmzZsAXn311Vgspht937969erIyEipVAqCIBaLDQwMHDx4MJVKzR7B9/3Lly+Pjo6Wy2XXdePxeDKZPHjwYFsFW5c+yF/91V/V6/Xnn39+x44d169fv3btWrFYVEolk8m9e/fu27cPQBAEFy9eHB4erlQqhmGkUqkDBw7s3Llzzrcul8v6rR3HAWDb9uDg4P79+8P/3g76v/XWW/o7AMDzPF146JFHHjl06NCM0e7du3f58uVsNut5XiwW6+3tPXr0qJYFZ/8XhR+KlDIej/f19c33oQAYHh6+ceOGtteMRqNbtmw5ePDgfDu1MPV6/eLFi3fu3KlWq0KIVCq1c+fO/fv3h9XBcrncmTNnADzzzDO7d++ePcJrr702MTERi8VeffXVDiagafeTyufzV65cuXfvXq1Wi0QiqVRq+/bt+/btm7Oo2cTExJUrV4rFoi7VZ9t2IpHYs2fPjh07Oq5Lff369TfffDOZTH7nd36n67qXLl0aGRkJv5NDQ0N79+6dc/B29zRkbGxM35tf+gehjx76BzUxMXHp0iVdkCcej/f29h45cmTOb+PSZ6h/sA8//HA6nV7OD5Yx9oUvfGG+8nmr8fFhwUNr2KfdH+bY2NiVK1cmJyfr9bpt29u2bXvwwQfj8bguz3fs2LGwLMCKv3tbx+oldl74c1n69+RrX/taEAT6r97Sv4frS7cKQH19fb/yK7/ymc985ubNm7Va7etf/3rrq7t27fq5n/u5sED7Ggy7SvMhCIIgCIJYGxzH0Z4+27dvN01z4c5Hjx7VosDyK20rpcKLhJChoSEtAI2MjMwWgKSUd+7cATA4OBiqP7lc7vXXX9fn65pSqVQqla5du3bkyJGHHnqodYTJyckTJ064rhu2FIvFYrF4+/bt/fv3P/HEE0uZeQeDKKVOnjw5MjKiL0sKhUIul3vrrbeKxeKhQ4e++tWvlkqlRCLR09OTz+fHx8fHx8fn1F8uX7789ttvt4ZfhTv70EMPzdbv2u2/MNolesZQt27deumll2ac7s7+UAqFQqFQmPNDCYLg5MmTd+/eDVuq1er169dv3rw5Z5WVhcnn86+//rq+EasHn5iYmJiYuHr16osvvmhZFoB0Oh2JRFzXvX379mzdoVqtam+HOSWJJdLu//zFixffffddbcEOwHEcx3G03PbSSy/F4/Gwp5Ty9OnTw8PDrZvrwe/evTs4OPjiiy8u8+dZKBROnDhRrVYBRCKRer2uv5PXr18/fvy4/j/seE9bGRgYsCyrXq938EFcuXLlzJkznPN0Oi2E0L/BW7duHT9+fMuWLcuf4enTp2/fvr3MH+xs1uDjm/PQqmnrhwngzJkzly9fDlcrlcqVK1euX79+7Nix1X73tg6zK3Jg7+x7svTv4brTrQIQgF27dn32s5/9yle+cuLEieHh4WKxmEwmd+7cefz48ZdffnnOcuyrOuwqzYcgCIIgCGINmJyc1AtLCYFhjBnGypxG6mAHy7IeeOCBVCqlz5V7e3vj8XilUrl9+/bDDz88Y5PR0VHP8wA88MADuqVSqXz1q1/VjTt27NiyZYvnefq83/f9CxcuMMbC27z1ev2NN95wXVcI8cADD/T39wshSqXSlStXHMe5cuXK4ODgfHE3IZ0Ncu7cuXq9/v73v18LJY7jnDhxIp/PX758eWRkhDH2yiuv9PX1ASiXy1//+tfL5fL58+f37dvXKsnduHFDx61wznfv3t3X18cYy2azN27cCILg3XffNU1z//79HfR/4oknnnjiifPnz1+4cME0zY985CMAZkQi3Lp1q1QqJZPJAwcOZDIZ13WvXr16584dpdTp06dfffXVsP/sD8U0zWw2e/369dkfCoBTp05p9ScSiQwNDfX29tZqtdHR0bGxsX/6p39qNyDi5MmTtVptYGBg27Zttm1ns9mRkRHHcUql0te+9rVXXnlF79qWLVuGh4fv3r0bBMGMUi3hxfnQ0FBbbx3S7id15cqVd955B4D+OWQyGd/3R0ZGdDjDqVOnXn755fD/4fLly3qG8Xh87969iUSCMVYqla5fv14ul8fGxi5evHjkyJHOZg7A9319lf7EE08MDQ1FIpFqtXrp0qVLly5ls9nXX3+9dTLt7ukMGGM7duy4du1aux/E6OjotWvXDh8+fOTIES2XjI+P6x/m6dOnv/u7v3uZM7x27Zrv+8v8wc7Jan98mOfQivZ/mBcuXNDqTzQa3b17d29vrz4yT05Onj59er4f5oq8e1uH2RU5sHf2Pbl3797169eX8j3cCHSxAATANM0PfehDbVVu+8u//MvVGHaZGxIEQRAEQawvoUfDfCkAq8To6OiWLVueffbZGQEFu3btunjxYrFY1HJD60v6wskwjPBs/q233vI8jzH2zDPP6KvEQqGwY8eOo0ePnjhxolQqvffee7t37w6ti3RgyLPPPrtjx45w2KGhoS996UtBEIyMjCx6ndDZIMVisTVMxrbtRx99VCfH1Wq1D3zgA2G4UyKReOihh06dOhUEQaFQ6O/v1+2+7+vrk0gk8vzzz4dq3Z49e/bu3XvixIlarfbOO+/oK/Z2++urlPBaZc6LllKpNDAw8MILL4SXuNu2bdNhTY7jlMvl8MOa/aEA2L1794EDB2Z/KHfu3Ll9+zaAZDJ5/PjxMG/i0KFDMwKOlki1Wj148OCjjz6q92L37t2HDx9+4403JicndX6HdrnaunXr8PBwEASjo6OtnyOAW7duAUin050loLX7SdVqtbffflv/D7z44othsM/evXvPnTt34cKFycnJ4eHh8H9yZGQEQDwe/+AHP9h6p3n//v3/8A//UKlUxsbGlqMg6AANnWOlW2Kx2GOPPRaNRt95553JyckbN27orJ9293ROdu7cee3atXY/iKtXrx4+fLg1ZmRgYOChhx761re+VavVCoVCOp1ezgwrlcoLL7ywnB/sfKz2x4f5D61t/TDL5fKFCxcApNPp48eP27at+z/44IPf+ta3rl69Gkarrca7t3WYXf6BvePviVYhF/0ebhC60gSaIAiCIAiCWFnCsPk1DltmjD35/7N33wFNXvv/wE8SdpANhj1FVFBw4EJxYK2t9VpHr7ZarVZva121dmjVq+Ko1bbabR1VqlV7LdVWa524B+4CLkQNe+9ACAn5/XF+93xzs8giYHy//jo8z3Oe5+QZhzyfnNGjh9JLAiGEDSRE35QYmUxGIwV+fn60FVJ1dXVhYSEhJDQ0VKmNgKOjI+091NTU9PDhQ7qwoqKCHpeOXsTw+fwOHTr4+vqqFkaVYTtxc3NT6g7g5uZGEwKBQKmzG1tF++BQQqGQ/njeuXNnpbZarq6u9A1EKpU+efLEsO11ERMTo9TAISQkhCZqa2tpQt+LwhK9e/dWGjWjS5cueg3MxI7Coj+UnZ1d37596e/z7PO6ubnRG57eVExtbS29xAb3/9L3zNPwByEkJiZGsasXIaRLly70diouLqZLmpqaRCKRtbV1aGio0gNrbW1NY1vGD7vr4eGhFIshhISHh9N+l2y4KJPcY15eXgZcCGtr644dOyotZGVgd6PBJXRyclLq1ajvA6uWeS6f2qpV3wczKyuLdobq0aMHi/7QncfExCguaYmj61XNGl+xG3yf6HgfthEIAAEAAAAAYUMeGD+sj148PT3VDpPp6upKlyu9EBYWFkqlUqLQ/4uOB0QIUf0KTghxd3enfTToMCKEEPoaIJfLacsCRV27du3fv39MTEyzxTZsJ6q/A7NIiupQR+zNUPE3djqmhpWVFR2GVklQUBAtGBt6Q9/tm+Xh4aH6KVSvoF4XpampqaSkhBDSvn179hatSJdBVZSEh4ertmBycHCgt01dXR29i7hcLn1dpL3Y2Jb0snI4HIP7f+l75mn3t3bt2qlOwMfhcLp169axY0fWBIbL5Y4aNerll19We2boS6zxWFxPEZfLpQ1/KioqaKVhknvMsAvh7u6uGrBWXWJwCVVvbH0fWLXMc/nUVq361pb0tvTw8KDLFXG5XLXn04RH16uaNb5iN/g+YXFkRW12BBgEgAAAAADg/15sTPX6oSOlxg6KaCOg8vJyxV/Uaf8vBwcH9st8eXk5IcTOzk7Truhrc1VVFf3Tx8eHBrmuXLly7NixzMxMA36hNWwnWl4JdGl2RAihA3U7OTkpjZNCcblc2oOPfVh9t2+WjpPa6HVRRCIRbfyi+pJJqY0Kaad28jjFQ7AxaOltJpFIWPsa8t+4g6enp5Y2Dtrpe+Zp+wVNXUWCgoK6devWoUMHTYeTy+UikSg7O1t1aGGDKXW9VFoul8vpg2mqe8yAC6Hj3WhwCbUM5aPjA6ujlrh8ah89vR5MmUxWXV3NFqrS0rPJ+KMTPatZ4yt2g++TNjjVlxZP9xhAAAAAAGAS7P1KJBJpeg9XRKfv5XK5mt4SdWRnZ6dpVUBAwN27dwkheXl59NVXJpPR35AV+4PQcR/EYjGdtlwTmUwml8s5HI6Li0tsbOyNGzckEkllZeXNmzdv3rxpa2vbvn17Pz8/b29vtd/+lZhkJwag4Tk295kquop16NN3+2Zp2ZUivS4KO7qm9yhbW1srKyvaZkdHmt4w2SHq6+vprUuHoW1sbMzNzaUd9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" width="100%" /></p>
<pre class="r"><code>ggsave( paste0("figures/", "fig13.png"), width = 16, height = 9, bg = "white",
scale = .7) </code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'
## `geom_smooth()` using formula = 'y ~ x'</code></pre>
<pre class="r"><code>rm(dt_citing_cited); rm(citing_cited_disc)</code></pre>
<p>We see that the proportion of references to finance grows with time,
but the proportion of references to the rest of management grows at an
even stronger pace since the 1990s. In sum, the rising
interdisciplinarity of economics is not the story of the rising
connection to finance.</p>
</div>
</div>
<div id="weak-ties-of-economics" class="section level2" number="5.3">
<h2><span class="header-section-number">5.3</span> Weak ties of
economics</h2>
<p>The goal now is to have a clearer view of what is happening at the
bottom of the previous figures. We are thus reproducing the analysis of
economics’ COC, but excluding management and mathematics. We are also
adding some disciplines to have 10 in total.</p>
<pre class="r"><code> #Data needed
dt_citing_cited <- readRDS(paste0(path_to_project_data, "dt_citing_cited_all.rds"))
dt_citing_cited <- dt_citing_cited[between(Year, 1950, 2019),]
#Summing how many citation goes from every dicipline to every other discipline per year
citing_cited_disc <- dt_citing_cited[, list(Citations =.N),
by=c("Year", "citing_discipline",
"cited_discipline")]
#Merging with dicipline_info to get cited discipline names
citing_cited_disc <- merge(citing_cited_disc,
discipline_info[,list(EGrande_Discipline, Code_Discipline,
Discipline_cited = discipline)],
by.x="cited_discipline", by.y="Code_Discipline", all.x=T)
#Merging with dicipline_info to get citing discipline names
citing_cited_disc <- merge(citing_cited_disc,
discipline_info[,list(Code_Discipline,
Discipline_citing = discipline)],
by.x="citing_discipline", by.y="Code_Discipline", all.x=T)
rm(dt_citing_cited)
#The disciplines we will do the treatment on
the_disc <- "Economics"
n_disc <- 10
the_discs <- c("Earth and Space", "Biology", "Other Engineering \n and Technology",
"Psychology", #"Health",
"Other Social Sciences",
"Political Science &\nPublic Administration",
"Geography", "Sociology", "Biomedical Research",
"Computers & \n Operations Research")
all_disc_colors <- c( "Earth and Space" = alpha("brown", 0.5),
"Sociology" = "#FF0000",
"Biomedical Research" = alpha("#00e5e5", 0.5),
"Biology" = alpha("green", 0.5),
"Other Engineering \n and Technology" = alpha("#E59400", 0.5),
"Health" = alpha("#C8A2C8", 0.5),
"Other Social Sciences" = alpha("#E59400", 0.7),
"Political Science &\nPublic Administration" = "#228B22",
"Geography" = alpha("#BABA45", 0.5),
"Computers & \n Operations Research" = "#A0A0A0",
"Psychology" = "#0000FF")
all_disc_linetypes <- c( "Earth and Space" = "solid",
"Sociology" = "dotted",
"Biomedical Research" = "solid",
"Biology" = "solid",
"Other Engineering \n and Technology" = "solid",
"Health" = "solid",
"Other Social Sciences" = "dotted",
"Political Science &\nPublic Administration" = "dashed",
"Geography" = "solid",
"Computers & \n Operations Research" = "solid",
"Psychology" = "longdash")
#Taking data for economic only
cit_disc <- citing_cited_disc[Discipline_citing == the_disc & !is.na(cited_discipline)]
#summing number of citation by dicipline cited
cit_disc <- cit_disc[,list(Citations= sum(Citations)),
by=list(Year,Discipline_citing,Discipline_cited,
EGrande_Discipline)]
setkey(cit_disc,Year)
#Calculating proportions
cit_disc <- cit_disc[, list(Discipline_cited, Proportion = Citations/sum(Citations)),
by=Year]
#Taking only disciplines we want to track
dt_p <- cit_disc[Discipline_cited %in% the_discs,
list(Year, Discipline_cited, Proportion)]
#Ordering for plotting purposes
order_disc <- unique(dt_p[, Prop := predict(loess(Proportion~Year), Year),
by = Discipline_cited][Year == 2019,][order(-Prop),Discipline_cited])
setkey(dt_p,Year,Discipline_cited)
#Factoring Discipline_cited assures we have a line for every discipline in our plot
dt_p$Discipline_cited <- factor(dt_p$Discipline_cited, levels = order_disc)
order_disc = order_disc[!order_disc %in% c("Others SSH", "Others NSE")]
#Plotting
ggplot() + geom_smooth(dt_p, mapping = aes(x=Year, y=Proportion, col = Discipline_cited,
linetype = Discipline_cited), se=F,
method = 'loess') +
scale_color_manual(name="Disciplines", values = all_disc_colors) +
scale_linetype_manual(name="Disciplines", values = all_disc_linetypes) +
#ggtitle(paste0("Extradisciplinary citations in ", the_disc,
# " without management or mathematics")) +
guides(linetype=guide_legend(keywidth = 1, keyheight = 1,nrow=3,byrow=TRUE),
color=guide_legend(keywidth = 1, keyheight = 1,nrow=3,byrow=TRUE)) +
ylab("COC (citations outside category)") + theme_minimal() +
theme(legend.position="bottom", legend.box = "vertical",
axis.text=element_text(size=13),
axis.title=element_text(size=14),
legend.text=element_text(size=13),
legend.title=element_text(size=14)) +
annotate( "text",x=max(dt_p$Year),y=-Inf,hjust=.95,vjust=-0.5,
label="Curves smoothed by local polynomial regression",
size=4,color="darkgrey" )</code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'</code></pre>
<p><img src="data:image/png;base64,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" width="672" /></p>
<pre class="r"><code>ggsave( paste0("figures/", "fig14.png"), width = 16, height = 9, bg = "white",
scale = .7)</code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'</code></pre>
<pre class="r"><code> rm(citing_cited_disc);</code></pre>
<div id="weighed-citations-2" class="section level3" number="5.3.1">
<h3><span class="header-section-number">5.3.1</span> Weighed
citations</h3>
<p>It is possible to produce the same figure but weighing citations
based on the journal where they originate.</p>
<pre class="r"><code>the_disc <- "Economics"
the_varia_SSH <- "Others SSH"
the_varia_NSE <- "Others NSE"
SSH <- "Social Sciences and Humanities"
NSE <- "Natural Sciences and Engineering"
dt_citing_cited_journals <- readRDS(paste0(path_to_project_data,
"dt_citing_cited_journals.rds"))
load(paste0(path_to_project_data, "journal_impact_per_window.RData"))
setnames(dt_citing_cited_journals, "Year", "citing_Year")
# Focus on econ
cit_disc <- dt_citing_cited_journals[Discipline_citing == the_disc &
!is.na(Discipline_cited),
list(citing_code_revue, Discipline_citing,
Discipline_cited,
citing_Year, N )][
,list(Nb_cited =sum(N)),
by = list(citing_code_revue,
Discipline_cited,
citing_Year) ]
# Getting the weights in there.
cit_disc <- merge(cit_disc,
journal_impact_per_window[
,list(journal_ID,citing_Year,
Journal_weight_in_disc =impact_weight )],
by.x = c("citing_code_revue", "citing_Year"),
by.y = c("journal_ID", "citing_Year"))
## Calculating proportions of extradisciplinary citations
#Proportion of extradisciplinary citations to various disciplines:
setkey(cit_disc,citing_Year)
cit_disc[,tot_weighted_cit:= sum(Nb_cited*Journal_weight_in_disc),by=citing_Year]
cit_disc <- cit_disc[, list(
Proportion = sum(Nb_cited*Journal_weight_in_disc)/unique(tot_weighted_cit)
), by =.(Discipline_cited, citing_Year)]
setnames(cit_disc,"citing_Year","Year")
# Merging with discipline info to get EGrande_Disc
cit_disc <- merge(cit_disc,
unique(discipline_info[,list(EGrande_Discipline,
Discipline_cited = discipline)]),
by= "Discipline_cited", all.x=T)
#The disciplines we will do the treatment on
the_disc <- "Economics"
n_disc <- 10
the_discs <- c("Earth and Space", "Biology", "Other Engineering \n and Technology",
"Psychology", #"Health",
"Other Social Sciences",
"Political Science &\nPublic Administration",
"Geography", "Sociology",
"Biomedical Research", "Computers & \n Operations Research")
all_disc_colors <- c( "Earth and Space" = alpha("brown", 0.5),
"Sociology" = "#FF0000",
"Biomedical Research" = alpha("#00e5e5", 0.5),
"Biology" = alpha("green", 0.5),
"Other Engineering \n and Technology" = alpha("#E59400", 0.5),
#"Health" = alpha("#C8A2C8", 0.5),
"Other Social Sciences" = alpha("#E59400", 0.7),
"Political Science &\nPublic Administration" = "#228B22",
"Geography" = alpha("#BABA45", 0.5),
"Computers & \n Operations Research" = "#A0A0A0",
"Psychology" = "#0000FF")
all_disc_linetypes <- c( "Earth and Space" = "solid",
"Sociology" = "dotted",
"Biomedical Research" = "solid",
"Biology" = "solid",
"Other Engineering \n and Technology" = "solid",
# "Health" = "solid",
"Other Social Sciences" = "dotted",
"Political Science &\nPublic Administration" = "dashed",
"Geography" = "solid",
"Computers & \n Operations Research" = "solid",
"Psychology" = "longdash")
#Taking only disciplines we want to track
dt_p <- cit_disc[Discipline_cited %in% the_discs, list(Year, Discipline_cited,
Proportion)]
#Ordering for plotting purposes
order_disc <- unique(dt_p[, Prop := predict(loess(Proportion~Year), Year),
by = Discipline_cited][Year ==
max(Year),][
order(-Prop),
Discipline_cited])
setkey(dt_p,Year,Discipline_cited)
#Factoring Discipline_cited assures we have a line for every discipline in our plot
dt_p$Discipline_cited <- factor(dt_p$Discipline_cited, levels = order_disc)
order_disc = order_disc[!order_disc %in% c("Others SSH", "Others NSE")]
#Plotting
ggplot() + geom_smooth(dt_p, mapping = aes(x=Year, y=Proportion, col = Discipline_cited,
linetype = Discipline_cited),
se=F,method = 'loess') +
scale_color_manual(name="Disciplines", values = all_disc_colors) +
scale_linetype_manual(name="Disciplines", values = all_disc_linetypes) +
#ggtitle(paste0("Extradisciplinary citations in ", the_disc,
# " without management or mathematics")) +
guides(linetype=guide_legend(keywidth = 1, keyheight = 1,nrow=3,byrow=TRUE),
color=guide_legend(keywidth = 1, keyheight = 1,nrow=3,byrow=TRUE)) +
ylab("COC (citations outside category)") +
theme_minimal() + theme(legend.position="bottom", legend.box = "vertical",
axis.text=element_text(size=10),
axis.title=element_text(size=12#,face="bold
)) +
annotate( "text",x=max(dt_p$Year),y=-Inf,hjust=.95,vjust=-0.5,
label="Curves smoothed by local polynomial regression",
size=4,color="darkgrey" ) </code></pre>
<pre><code>## `geom_smooth()` using formula = 'y ~ x'</code></pre>
<p><img 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" width="672" /></p>
<p>And again the results are similar to those with unweighed
citations.</p>
</div>
</div>
</div>
<div id="comparison-with-the-recent-literature" class="section level1" number="6">
<h1><span class="header-section-number">6</span> Comparison with the
recent literature</h1>
<p>We already reproduced above the main figure in Fourcade et al. We now
turn to reproducing the analysis in Angrist et al. </p>
<p>In the following code we create a table containing the weight given
to every journal each year using Angrist and al. methodology.</p>
<pre class="r"><code>load(paste0(path_to_project_data, "dt_angrist_journals.RData" ))
dt_citing_cited_journals <- readRDS(paste0(path_to_project_data,
"dt_citing_cited_journals.rds"))
# Creating a table for trunk journals. We have found the journal codes by hand.
# The trunk journals are found in Table A1 (Angrist and al., 2018, p. 63)
trunk_journals <- data.table()
trunk_journals$discipline <- unique(dt_angrist_journals$angrist_disc)
trunk_journals[discipline=="Sociology", Code_Revue := 936]
trunk_journals[discipline=="Economics", Code_Revue := 758]
trunk_journals[discipline=="Anthropology", Code_Revue := 736]
trunk_journals[discipline=="Political Science", Code_Revue := 926]
trunk_journals[discipline=="Psychology", Code_Revue := 13572]
trunk_journals <- rbind(trunk_journals, list("Psychology", 13573))
trunk_journals[discipline=="Management", Code_Revue := 31]
trunk_journals <- rbind(trunk_journals, list("Management", 28))
trunk_journals[discipline=="Accounting", Code_Revue := 39]
trunk_journals[discipline=="Marketing", Code_Revue := 9223]
trunk_journals[discipline=="Finance", Code_Revue := 8788]
#Renaming political science and Anthropology
dt_citing_cited_journals <- renaming_ssh_angrist(dt_citing_cited_journals)
#Renaming business disciplines
dt_citing_cited_journals <- renaming_business_angrist(dt_citing_cited_journals,
dt_angrist_journals)
##Journals' weight is equal to the proportion of cited articles by the trunk journal(s)
# going to that journal at a given year (this is Angrist and al. methodology)##
weight_angrist <- dt_citing_cited_journals[!is.na(Discipline_cited) &
citing_code_revue %in%
trunk_journals$Code_Revue,
list(citing_Year = Year, Discipline_citing,
cited_code_revue, Discipline_cited, N)]
#Journal weight depends on citations within the discipline
weight_angrist <- weight_angrist[Discipline_citing == Discipline_cited]
#Counting number of citation every journal receives from trunk journals
weight_angrist[,cited_journal_total := sum(N),
by = .(citing_Year, Discipline_citing,
cited_code_revue, Discipline_cited)][, `:=`(N = NULL)]
#Getting rid of dupplicates
weight_angrist <- unique(weight_angrist)
#Summing total number of citation by trunk journal
weight_angrist[, discipline_total := sum(cited_journal_total),
by = .(citing_Year, Discipline_citing)]
#Calculating proportions
weight_angrist[, discipline_proportion := cited_journal_total/discipline_total,
by = citing_Year][, `:=`(cited_journal_total = NULL,
discipline_total = NULL,
Discipline_cited = NULL)]
save(weight_angrist, file = paste0(path_to_project_data, "weight_angrist.RData"))
rm(dt_angrist_journals, dt_citing_cited_journals, weight_angrist, trunk_journals)</code></pre>
<p>One question is the extent to which top journals are weighed more
relative to the rest with their measure of ‘journal importance.’ We
simply take their measure of journal importance for economics as
reported in their Table W1 and check how many journals at the bottom of
their list weigh as much as the unique trunk journal (the <em>American
Economic Review</em>)</p>
<pre class="r"><code>## Checking the skewed weights of Angrist et al. ####
# Loading the names of journals
eco_ref <- read.csv(paste0(path_to_project_data, "economics.csv"),
header = F,col.names = "Journal") %>% data.table()
eco_ref$Journal <- trimws(eco_ref$Journal) # removing leading and trailing spaces
# Manually inputting the weights (taken from table W1 in Angrist et al)
eco_ref$importance <- c(.261,.127,.086,.077,.046,.033,.031,.03,.022,.022,.022,0.019,
0.019, .018,.014,.014,.013,.011,.011,rep(.01,3),rep(.009,3),
.008,.008,rep(.007,3),rep(.006,7),rep(.005,6),rep(.004,11),
rep(.003,7),rep(.002,7),.001)
# AER only:
imp_AER <- eco_ref[,.SD[1,sum(importance)]/sum(importance)] %>% round(.,2)
# The bottom with the same share as AER.
lower_set <- 19:nrow(eco_ref)
imp_bottom <- eco_ref[,.SD[lower_set,sum(importance)]/sum(importance)] %>% round(.,2)
nb_bottom <- lower_set %>% length()
rm(eco_ref,lower_set)
# And loading two types of weights for further investigation
load(paste0(path_to_project_data, "journal_impact_per_window.RData"))
load(paste0(path_to_project_data, "weight_angrist.RData"))</code></pre>
<p>The share of AER is 0.23, which corresponds to the share of 0.23 of
the bottom 51 journals (among 69 in total).</p>
<p>Another way to see the extent to which Angrist et al’s procedure
overestimates the importance of the <em>American Economic Review</em> is
to compare the average weight of this journal according to their
procedure – i.e., 0.249 – with its average weight according to our own
(more sensible) impact factor: 0.047. They thus overestimate the AER’s
importance by: 524%!</p>
<p>Now, we reproduce their Figure 1:</p>
<pre class="r"><code>#Loading data
dt_citing_cited_journals <- readRDS(paste0(path_to_project_data,
"dt_citing_cited_journals.rds" ))
load(paste0(path_to_project_data, "weight_angrist.RData"))
load(paste0(path_to_project_data, "dt_angrist_journals.RData" ))
#Renaming discipline to match Angrist's category names
dt_citing_cited_journals <- renaming_ssh_angrist(dt_citing_cited_journals)
dt_citing_cited_journals <- renaming_business_angrist(dt_citing_cited_journals,
dt_angrist_journals)
setnames(dt_citing_cited_journals,"Year","citing_Year")
#Lists of disciplines per graph panel
core_angrist <- c("Psychology","Economics",
"Political Science",
"Sociology", "Anthropology")
business_angrist <- c("Marketing","Management",
"Finance", "Accounting")
other_disciplines <- c(33:50, 52:59, 61:66, 77, 87:91, 92:100, 113)
# Taking relavant columns and summing number of citation going from every discipline
# to every other (including itself)
dt_p <- dt_citing_cited_journals[!is.na(Discipline_cited) &
Discipline_citing %in% core_angrist,
list(citing_code_revue, Discipline_citing,
Discipline_cited, cited_discipline,
citing_Year , N )]
dt_p <- dt_p[cited_discipline %in% other_disciplines,
Discipline_cited := "Other_discipline"][,sum(N),
by = list(citing_code_revue,
Discipline_citing,
Discipline_cited,
citing_Year) ]
setnames(dt_p, "V1", "Nb_cited")
#Merging Angrist's weights
dt_p <- merge(dt_p, weight_angrist,
by.x = c("Discipline_citing", "citing_code_revue", "citing_Year"),
by.y = c("Discipline_citing","cited_code_revue", "citing_Year"))
setnames(dt_p, "discipline_proportion", "Journal_weight_in_disc")
## Calculating proportions of extradisciplinary citations
dt_p[, Total_journal := sum(Nb_cited), by = .(citing_Year, citing_code_revue)][
, Proportion := Nb_cited / Total_journal][,`:=`(Nb_cited = NULL,
Total_journal = NULL)]
## Calculating weighted proportions
dt_p[, weighted_proportion := Journal_weight_in_disc * Proportion][
,`:=`(Journal_weight_in_disc = NULL, Proportion = NULL)]
#This chunk of code makes it possible to have three graphs next to each other in ggplot
dt_p[Discipline_cited %in% core_angrist, Graph := "1. Social Sciences"]
dt_p[Discipline_cited %in% business_angrist, Graph := "2. Business Disciplines"]
dt_p[Discipline_cited == "Other_discipline", Graph := "3. Other Disciplines"]
#Getting rid of discipline that are not tracked by Angrist
dt_p <- dt_p[!is.na(Graph) & Discipline_citing != Discipline_cited]
## Summing weighted proportions
dt_plot_angrist <- dt_p[, sum(weighted_proportion),
by = .(Discipline_citing, Graph, citing_Year)]
setnames(dt_plot_angrist, "V1", "Proportion")
#Ordering discipline manualy so they appear in that order in the graph's legend.
order_disc <- c("Economics","Political Science", "Sociology",
"Psychology", "Anthropology")
dt_plot_angrist$Discipline_citing <- factor(dt_plot_angrist$Discipline_citing,
levels = order_disc)
dt_plot_angrist <- dt_plot_angrist[between(citing_Year, 1970, 2015)]
#Assigning colors and linetype to disciplines to make our graph look like Angrist's
colors_angrist <- c("Psychology" = "blue", "Economics" = "black", "Sociology" = "red",
"Anthropology" = "#CCCC00", "Political Science" = "#228B22")
linetypes_angrist <- c("Psychology" = "longdash", "Economics" = "solid",
"Sociology" = "dotted", "Anthropology" = "solid",
"Political Science" = "dashed")
#Ploting
ggplot(dt_plot_angrist,aes(x=citing_Year,y=Proportion,color=Discipline_citing)) +
geom_smooth(se = F, span = 0.25, aes(linetype = Discipline_citing)) +
labs(x="Year",y="COC (citations outside category)",col="Discipline") +
#ggtitle("Social Science Insularity (Fig. 1 reproduction)") +
facet_wrap(~ Graph, scales = "free_x") + ylim(0, 0.5) + theme_minimal() +
theme(legend.position="bottom") +
scale_color_manual(name = "Disciplines", values = colors_angrist) +
scale_linetype_manual(name = "Disciplines", values = linetypes_angrist) +
guides(linetype=guide_legend(keywidth = 3, keyheight = 1,nrow=2,byrow=TRUE),
color=guide_legend(keywidth = 3, keyheight = 1,nrow=2,byrow=TRUE)) </code></pre>
<pre><code>## `geom_smooth()` using method = 'loess' and formula = 'y ~ x'</code></pre>
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tH++uuvQoiNGzdu3bq1cnt5ebkQ4s8//6zc2LRp02qGauUArIw4atSoX3755eOPP96yZcvgwYN79OgRExPDVVKhjNLS0tWrVy9fvrykpKRt27Zr164NCQmxe23p6emVL/NRUlJy6NChWbNmzZo16+eff161apVNa7N706h++xUO3TZrdPuVdmr5+vre8tk7hpYzsbds2bJKi4+PT8OGDbOysrKyskJDQ60Zv5JvBOAoHTt2lG7G/uuvv3755Zf33HPPs88+a9MaLNtsVlZWo0aNqu/8119/CSGkXbvVuHmTrFKg2vQlR7q2qEMwTUl/Mk0pjwIeTsnT07NPnz7SoT45OTmXLl1yd3f/5ptv1qxZ8/TTTycnJ6tUquzsbJPJVL9+/Zv3fUkfKtKBPdeuXRNCNGzY0NYx7NixY/Xq1RcvXtTpdEKIwMDALl26FBYW3u63WIckZcdo9Xq99PP2F198ccsOpaWllX+vlX5JvR1rBmB9xOHDh/v7+8+fPz8tLe2TTz755JNPPDw8YmNjX3311S5duliRHGCn5OTkGTNmZGdn+/v7T58+fcKECXbcKqkavr6+/fr169y5c69evZKTk1NSUh5++GHrF7d706h++3Xstlmj229mZqb43w6um90xtN0Tu/jfPqgqQkJCsrKybty4YeU3YyXfCMBRKh+A/corr7z++uuNGjWy6eaaXl5eQUFB+fn5ly9f7tChQzU9c3Nzpa1AOhC9GlXq2yps/ZLjwMKSaYppqrZQwMOZ9OvXLy0tbcOGDQ888IClsUGDBtLsGRsbe+7cudTU1O+++65fv34NGzZUqVR5eXk3H78q/egrLSUdPmQ56MtKGzdufPXVVzUazaBBgx544IEuXbq0aNHCzc0tJibG1gLepqTsGK1arbZ8msq/26o1A7Ap4oABAwYMGHDlypUffvjh6NGj+/fvP3jw4KFDh7Zt29a9e3eZowVuVlFRkZCQ8PXXX6vV6sTExBdeeKH6b4dyNGzY8MEHH0xOTj569Gj1BfzNR+DXxKbh8G2zhrbfiooK6ezWjh072jc8+yZ2SVZW1s2N0r4m+75q34xJEnVEfn5+SkqKn5+fdCeOyvr06bN58+ZNmzbZVMALIXr27PnVV18dOHAgPj6+mm7//e9/hRC+vr7V1/l3ZOuXnNsdlG4rpqnKmKYUxkXs4EwaNGhQUVFx8uTJ23WQDmQqKioSQmg0msaNGxsMBukQoMqkm6ZIByA1a9ZMpVJlZmZa7uRpsXjx4rfeektaWxXSvTFWrFixaNGi+Pj4li1bSh8JNl2+zo6k7ButdOmXm+/mqtfrb9y4Id3HzkpWDsCaiAaDIScnR3rcunXrMWPGrFq16sSJE4MGDTKZTA6/IzcghDAYDGPGjPn6668jIyOTk5OnTZtWc9W7RLpKU5XfEM1mc5Vu6enplQdZc5uGo7bNGh3k5s2bCwoK/Pz87r///puftSa0fVOl5MKFC1Va/vjjj/z8fI1GY+V+LWswSaIuMJvN0u+YN1+7R6vV2rfOoUOHCiF27tx5u/urCSFKSkrmzJkjhIiPj5d/9JMDv+RYj2mKaaoWUcDDmUiXfF+2bJl02FIVN27cOHr0qKh0alBMTIwQYs2aNVV6SpfWkOZcjUbTuXNng8FguSi9JDMzc/78+du3b/fz87s5lnT4fZWLS586dcqOzwmbkrJvtD169BBCrFu3rkr7kiVLunbtWuUCrdWzcgDWRMzPz+/UqVOXLl0q/+oREBDQt29fIeOrA1CNnTt3fv/99926dfvmm2+qXBWpJpSXl0uX0rTEkip56chJi8OHD1cu4Gt003DUtllzg8zKylqyZIkQYsSIEbc8Odaa0PZNlZLNmzdX+Sl22bJlQogePXpYeWkoazBJoi4IDg4ODw8vKys7cOBAlaekq6Df8WLyN+vdu7d0S87JkydbLolXWVFR0aRJk27cuBEYGCjn0qEWDvySYyWmKaap2kUBjzph3bp1a9as+eWXX6rvNmLEiObNmxcVFT3yyCPr1q27du2adKnM/Pz8HTt2PPnkk4WFhX369LGccvPyyy97eHhs2rRp2bJl0tVKS0tLJ02a9Msvv4SHhz/zzDNSt+nTpwsh5s6d+9VXX0l7xnJyciZNmmQ2mwcPHnzLo62kC+Pt2bPH0nL48OGxY8dKj6XL41nJ1qTsGG1CQoK/v//27ds//PBDvV4vhDCbzV9++eWSJUvUavWwYcOsH62VA7AmYoMGDcLDw/V6/bvvvitdR0AIkZmZuXr1aiFEdHS0TaMCrCF9EZk0aZJKpdLdRPpftfS0ZlKqRkZGxvjx469fvx4VFWW5QV3r1q2FEDt27Dh37pzUcuXKlZdffrnyBfBqdNNw1Lbp8EGaTKb09PQtW7YMHDjwxo0bzZs3f/nll2/Z08rQdkyVkoKCgpEjR0oHo5aVlS1YsGDDhg1CiKlTp9qaVDWYJFFHSJdAf+211ywXFS8vL583b95XX33l4+Nj+aYkbJkVly1b1rRp099++61///4ffPDByZMntVqtwWC4fPnyli1bHnrooW+++cbT03P58uVVLnSn1WrtKPkc+yWnGkxTTFN1BOfAo06YPXt2RUXF66+/Xs2pREIILy+vzZs3T5w48dSpUzNmzJgxY4aHh4f0RVzqEBsb+/HHH1umvIiIiOnTp8+ePfudd9754IMPwsPDMzIyjEZjSEjIokWLpDvDS0tNnjx58eLF48eP9/Pza9SoUUZGhl6vb9euXeXbbFaWlJQ0ceLEV199de3atfXr1//jjz8yMjIeeeSRrl277tmzZ+DAga+88kpCQoI1udualB2jDQwMXLRo0aRJkxYsWCDdTDUvLy83N1elUn300Uc3X6W/etYMwMqIc+bMee655z799NPt27dLOwH++OMPk8nUpUuX559/3qZRAXdkMBiksnnkyJG37BAREXHo0CHpsZWTkkWXLl0qf9kqLy+XvoY2btz4o48+stxZ56GHHmrXrt2FCxceffTRDh06VFRUXLx4sVWrVhMmTPjoo48si9fcpuHAbVP+IMeMGWN5ZcrKyizHkUZGRn7++efVnHVpTWg7pkrJ8OHDt27dGh0dHRoampOTYzAY3NzcXnnlFVtviF09JknUES+88ML+/fuPHTs2ZMgQPz+/oKCgzMxMo9Ho5eU1b948y93XhS2zYoMGDZKTkxMTEw8cOLBw4cKFCxeqVCp3d3fLj6QRERFLly7t3LmzZRF3d/fAwMCCgoK+ffs2b968yk7p6jn2S04VTFNMU3UQBTycTPPmzZOTk7/55putW7dmZGT8/vvvnp6eTZs2jYiIePrpp3v27Fml/4QJE+67775NmzadP38+MzPz3nvv7dix45QpU6pc5GPq1Kndu3ffsGHD2bNns7Ky7r333v79+48fP77ybrHKBg0a5O3tvWzZssuXL+fl5UnrjI+PLygoaNSo0ZkzZ2w6B8nWpGwdrRCiX79+//nPfxYvXnzmzJlff/21UaNGvXr1SkpKsuZuqGq1um3btpVvN2LNAKyJ2Ldv3y+//HLZsmUXLlz49ddfAwMDO3fuHB8fP3ToUMvPK4CjZGZmWu4b7HBVrkLn4eHRqVOn2NjYpKQkf39/S7unp+eWLVsWLFjwww8/nD17tkGDBqNHj3755ZePHDkyaNAgy84oB24aN2+/jto25Q+y8n033dzcgoKCoqKiHnvssZEjR1q+Md+SlaHtmCqFEEOHDo2Pj1+9evXJkyeDg4M7d+48cuRI6VwnOWrujQDk8PDw2LFjx+eff75r16709PTc3Nx77rmnQ4cOkyZNuuP14asREhKyadOm1NTUnTt3Hj58ODs7W6fThYeHd+zYsX///oMGDbr51Pe5c+fOmTMnMzPTjuvMyfmSUz2mKaapOsjt5kvpAAAAuJqRI0empKTs2rWrW7dutT0WALgFpikIzoEHAAAAAMApUMADAAAAAOAEKOABAAAAAHACFPAAAAAAADgBLmIHAAAAAIATYA88AAAAAABOgAIeAAAAAAAnQAEPAAAAAIAToIAHAAAAAMAJUMADAAAAAOAEKOABAAAAAHACFPAAAAAAADgBCngAAAAAAJwABTwAAAAAAE7Ao7YHcBcyGo35+flCCI1G4+/vr3D0vLw8Ly8vb29vJYOaTKa8vDwhhFqtDggIUDK0ECIvL8/T09PHx0fJoLWbcn5+vkajUThls9mcm5srXDJlDw+PwMBAJUMLIfLz89Vqta+vr8Jxq6fVarVarRDCz8/P09NTydB6vb6wsDAoKMjd3V3JuGVlZaWlpUIIX19fLy8vJUNLKQcGBnp4KPphTcpKhjYYDAUFBcqnXF5eXlJSIoTw8fGpV6+ekqGllAMCAtRqtZJx7yg/P99oNAoh6tevr3DokpISg8Gg/AdNQUGBwWAQLplySEiIm5ubkqFLSkr0en1QUJCSQUWtplxaWqrT6ZRPubCwUK/Xi7s3ZfbAAwAAAADgBCjgAQAAAABwAhTwAAAAAAA4AQp4AAAAAACcAAU8AAAAAABOgAIeAAAAAAAnQAEPAAAAAIAToIAHAAAAAMAJUMADAAAAAOAEKOABAAAAAHACFPAAAAAAADgBCngAAAAAAJwABTwAAAAAAE6AAh4AAAAAACdAAQ8AAAAAgBOggAcAAAAAwAlQwAMAAAAA4AQo4AEAAAAAcAIU8AAAAAAAOAEKeAAAAAAAnAAFPAAAAAAAToACHgAAAAAAJ+BR2wO4s+zs7C1btpw8ebKoqCgoKCg6Onr48OEBAQF3XHDz5s2bN2++5VPLly8PDw939EgBAAAAAKgpdX0PfHp6elJS0r59+3Jzc318fLKzs/fu3ZuUlJSdnX3HZf/8808FRggAAAAAgALq+h74JUuWaLXa6OjopKSkwMDAnJyc999/Py0tbdWqVTNmzKh+2czMTCHEwoULb97Z7unpWVMjBgAAAACgBtTpPfCXL1++cuVKSEjItGnTAgMDhRANGjSYOXOmRqM5fvx4bm5u9YtnZma6u7tHRER43cTNzU2RDAAAAAAAcIw6XcDv27dPCNGjRw+NRmNp9Pf379q1q8lkSklJqWbZwsJCrVYbGhrq7u5e4wMFAAAAAKCG1elD6KVj4Dt27FilvUOHDqmpqdeuXbvjsk2aNDl+/PgPP/xw48aNkJCQFi1a9O/fX9qZbz2dTmc2m63vbzKZLA8qKipsiiWf2Ww2GAwKx7W8PrWVstFoJGXFuE7KTvouazQaKw8yMplMer3eppUbDIYqDxRjNBqFEDqdTqVS9Kfnyikr/G9gSVl6oBhSVjK0y6as1+st35espFKp1Gq1lZ0NBoOtL6llzld+wjcajbX1QSM9cM2UFT4g12g0ms1mUlaAZW7R6XQKh7Y7ZQ8PD+v3OtfpAj4vL08IcfMF56UKPD8/v5plr1+/LoT4+eefDx8+bGlMTU3dvXv3xIkTH3jgAeuHUVxcbFMBb2EwGIqLi+1YUCadTqf8/6vEaDSSsjJIWUkmk6lWUrajwBZCBAcHW/kJLWeOKisrs29BmUpLS2slrhCivLy8vLxc+bharVb5oBJSVkwtplxRUVErPwfbkbJarbbmJkSSsrIyu/OqlQm/FuPWYuhaTLmkpKRW4pKyK4S2I66vr+9dUsBLZ7n7+flVaff39xf/K+9vRyrgTSbTM888ExMTExIS8scff/z73/8+evTookWLWrRowW3kAAAAAABOpE4X8JKbdyVJ+8OrP4DznnvuGT16dJs2bdq1aye1REVFzZgxY+bMmSdPnty0adPUqVOtHEC9evVsPYRe+tHX3d298tn7yigvL3d3d7f+GDOHMJvN0i4LlUql/BX+SVkx0k5XUlZGeXm5SqWyYw6x/gA5d3f3evXq2bRyvV4vzb0ajUbhK4xIU6vyVyE1GAzScRBqtdrDQ9EPTSllT09P5c8acNmUa+sfW/mUjUajdEyTE73LNr01Go3G1vWXl5dL3/dsnRjlk87WVP6DpqKiQjrY2AVTVv7TRKfTmUwmLy8vJYOKWn2X9SjTa/oAACAASURBVHq90WgkZWvYNA/X6QI+JCQkMzOzuLg4NDS0crt0WEJwcHA1y0ZHR0dHR9/cPnjw4JMnT6alpVk/DG9vb+s7CyEsp626u7v7+PjYtKx8FRUVGo3G1jHLZDKZpGq2tlJWq9UKx63dlHU6nfIpm81mqZp1wZRVKtVdmbIdb6VWq5UKeE9PT4W/eOn1+oqKinr16ilcX5WVlUmlnaenp8LfQiwpK1xfuXLKGo1G4ZSlU9CVT7m8vFwq4DUajcLfcaWUvby8avQ3WTvmKMuVCJSf8KULGCkf13IlAtdMWeEC3mw26/X6WkzZ29tb4ZRLS0vNZrPyKRsMhrs75Tp9FXqpRC8qKqrSLrXUr1/fjnVKR87n5OTYd1o7AAAAAAC1ok4X8GFhYUKIc+fOVWk/f/68EKLKbvnKysvL9+zZk5ycfHOVLp0536RJE24FDwAAAABwInW6gI+LixNCHDp0qPKNRnQ63bFjx1QqVe/evW+3oJeX1969e1euXPnzzz9XeergwYNCiKioqJoZMgAAAAAANaJOF/Bt2rRp1arVjRs3li9fbrlw3bx587Ra7f3339+wYUNLz+Tk5D179ly5csXS8uijjwohFi9e/Msvv0gtOp1u69atX331lbe39/Dhw5VNBQAAAAAAWer0ReyEEImJidOnT//2228PHTrUtGnT9PT08vLy4ODgsWPHVu62bt06nU737LPPtm7dWmoZOHDghQsXfvzxxzfffNPPz8/b2zsnJ8dkMvn4+EyaNMm+8+cBAAAAAKgtdb2Ab9my5eLFi7ds2SJdOj4oKKhPnz7Dhg0LCAiofkE3N7epU6fGxsZ+/fXX169fLywsbNWqVWRk5NChQ4OCgpQZPAAAAAAAjlLXC3ghROPGjSdPnlx9n23btt3c6Obm1qtXr169etXMuAAAAAAAUE6dPgceAAAAAABIKOABAAAAAHACFPAAAAAAADgBCngAAAAAAJwABTwAAAAAAE6AAh4AAAAAACdAAQ8AAAAAgBOggAcAAAAAwAlQwAMAAAAA4AQo4AEAAAAAcAIU8AAAAAAAOAEKeAAAAAAAnAAFPAAAAAAAToACHgAAAAAAJ0ABDwAAAACAE6CABwAAAADACVDAAwAAAADgBCjgAQAAAABwAhTwAAAAAAA4AQp4AAAAAACcAAU8AAAAAABOgAIeAAAAAAAnQAEPAAAAAIAToIAHAAAAAMAJUMADAAAAAOAEKOABAAAAAHACFPAAAAAAADgBCngAAAAAAJwABTwAAAAAAE6AAh4AAAAAACdAAQ8AAAAAgBOggAcAAAAAwAlQwAMAAAAA4AQo4AEAAAAAcAIU8AAAAAAAOAEKeAAAAAAAnAAFPAAAAAAAToACHgAAAAAAJ0ABDwAAAACAE6CABwAAAADACVDAAwAAAADgBCjgAQAAAABwAhTwAAAAAAA4AQp4AAAAAACcAAU8AAAAAABOgAIeAAAAAAAnQAEPAAAAAIAToIAHAAAAAMAJUMADAAAAAOAEPGp7AE6grKzMpv4mk0l6YDQabV1WPrPZbDAYFI5rNpulByaTiZSVia58yhakrAy7U/by8nJzc7Omp9Fo1Ol0Nq1cr9dLD3Q6nWWuU4bRaBRClJeXq1SK/vRcOWXLhq8MKeWKigrLGJRhCafX60m5pknbkfIpGwwG6YHCcUWllC1jsJJKpfL09LSys06nk/6drGd565Wf8I1GY6180FimceVDGwyGWk/Zys9KRzEYDGazmZQVYEm5vLxc4dB2p6xWqz08rC3M3RT+oHJGubm5vEoAnEVwcLCVJa5OpysqKqrp8QCAQ6jV6oCAACs7FxcXV1RU1Oh4AMBRfH19vby8rOxMAe94RqMxPz9fCKHRaPz9/RWOnpeX5+Xl5e3trWRQk8mUl5cnbPxwdZS8vDxPT08fHx8lg9Zuyvn5+RqNRuGUzWZzbm6ucMmUPTw8AgMDlQwthMjPz1er1b6+vgrHrZ5Wq9VqtUIIPz8/63eFOYRery8sLAwKCnJ3d1cybllZWWlpqbDxw9UhpJQDAwOt/1XeIUhZydAGg6GgoED5lMvLy0tKSoQQPj4+9erVUzK0lHJAQIBarVYy7h3l5+dLO+3r16+vcOiSkhKDwaD8B01BQYF0HIQLphwSEqLw7uiSkhK9Xh8UFKRkUFGrKZeWlup0OuVTLiwslI4tultT5hx4AAAAAACcAAU8AAAAAABOgAIeAAAAAAAnQAEPAAAAAIAToIAHAAAAAMAJUMADAAAAAOAEKOABAAAAAHACFPAAAAAAADgBCngAAAAAAJwABTwAAAAAAE6AAh4AAAAAACdAAQ8AAAAAgBOggAcAAAAAwAlQwAMAAAAA4AQo4AEAAAAAcAIU8AAAAAAAOAEKeAAAAAAAnAAFPAAAAAAAToACHgAAAAAAJ0ABDwAAAACAE6CABwAAAADACVDAAwAAAADgBCjgAQAAAABwAhTwAAAAAAA4AQp4AAAAAACcAAU8AAAAAABOgAIeAAAAAAAnQAEPAAAAAIAToIAHAAAAAMAJeDhqRWaz+dKlS5mZmTdu3MjKyjKZTKGhoY0bNw4LC2vTpo1KxS8FAAAAAADYT24Bn5GRsXfv3u+//z4lJSU3N/eWfYKDgx9++OHevXs/+uijERERMiMCAAAAAOCC7C/g9+/fv2TJkj179phMpv9vjR4eQUFBbm5ueXl5BoNBCJGXl7d9+/bt27erVKoBAwYkJSXFxcXJHTgAAAAAAK7EngL+22+/nTJlyvnz54UQGo0mOjq6e/fu3bt379KlS8OGDf39/d3c3KSehYWF2dnZJ0+ePHLkyJEjR44fP75nz549e/a0a9duwYIF/fv3d2QqAAAAAADcvWwr4LOysl566aXNmze7ubn97W9/GzVqVHx8fGBg4O36BwQEBAQEREZGPvXUU0KIwsLCbdu2ff755wcOHHjkkUeGDRu2cOHCxo0by00CAAAAAIC7nW0FfNu2bUtKSsaNGzd9+nQ7zmYPCAh4/vnnn3/++YyMjPfee2/t2rXffPNNfn6+resBAAAAAMDV2HZx+Mcff/zSpUsrV66UeS265s2br1ix4uLFi4899pic9QAAAAAA4CJs2wO/fv16B8Zu2bLlhg0bHLhCAAAAAADuVtyeHQAAAAAAJyC3gL/33nvffffd3377zRGDAQAAAAAAtya3gD9//vwbb7zRsmXLBx54YPny5bm5uQ4ZFgAAAAAAqExuAR8dHS2EMJvNhw4dmjhxYmho6OOPP/7FF1+UlZU5YngAAAAAAEAI+QX8sWPH0tLS5syZ0759eyGEXq/fs2fPsGHDGjVq9Oyzz/7nP/8xGo2OGCcAAAAAAC7NARexa9269RtvvHHmzJmzZ8/OmDGjdevWQoji4uINGzb069cvPDz8pZdeOn78uPxAAAAAAAC4LEdehf7ee++dPXt2Wlra8ePHX3nllaZNmwohsrKyFi1a1K1btzZt2syaNevKlSsOjAgAAAAAgIuokdvIde3adf78+RkZGT/++GNCQoKPj48Q4vLlyzNnzoyMjIyJiVm6dCmXuwMAAAAAwHo1dR94s9l8/Pjx5OTkffv2lZaWVn7qyJEjiYmJERERb731lslkqqEBAAAAAABwN/Fw7OqMRuPBgwd37Nixc+fOa9euWdo1Gk1cXNyQIUOKiorWr19/6tSpkpKSt99++/r166tWrXLsGAAAAAAAuPs4poAvLy/ft2/fzp07v/zyy8rHxterV69fv37x8fGPPfaYv7+/1Dh58uTDhw+/8MILp06dWrNmzZQpU9q2beuQYQAAAAAAcLeSW8Bv2bJl586de/fuLSkpsTT6+voOGDBgyJAhjz76qHQCfBUxMTGffvppp06dzGbziRMnKOABAAAAAKie3AJ++PDhlseBgYGPPfbYkCFD+vXr5+XlVf2CLVu2lB5IF6sHAAAAAADVcMAh9PXr1x80aNCQIUPi4uLUarWVS5lMpqVLlwohunXrJn8MAAAAAADc3eQW8Pv373/wwQfd3d1tXTAgICAhIcGantnZ2Vu2bDl58mRRUVFQUFB0dPTw4cMDAgJsjZiWlvbaa69JN6u3dVkAAAAAAGqX3NvI9e7d247q3Xrp6elJSUn79u3Lzc318fHJzs7eu3dvUlJSdna2TespLi6eO3euwWCooXECAAAAAFCjZBXwaWlpK1euXLlyZWZmpqMGVMWSJUu0Wm10dPSGDRs2bNjwySefREZG5ufn23TzObPZvHDhQltrfgAAAAAA6g5ZBfz+/fsnTJgwYcKEffv2OWpAlV2+fPnKlSshISHTpk0LDAwUQjRo0GDmzJkajeb48eOV71dXva1btx4/fjwiIqImBgkAAAAAgAJkFfCW279duHDBEYOpSvpdoEePHhqNxtLo7+/ftWtXk8mUkpJizUpOnz69adOm9u3bP/nkkzUxSAAAAAAAFCCrgH/ooYcefvhhIcSGDRvy8vIcNKT/Rzoyv2PHjlXaO3ToIIS4du3aHdeQl5c3f/58f3//qVOn1ui5+gAAAAAA1Ci5V6HftWvX4MGDU1JSRowYsXz58hYtWjhkWBLpR4GbLzgvHU6fn59f/eJGo3HevHnFxcWzZ88OCgqyexj5+fkmk8n6/mazWXqg1+utP87fUcxms1arLSsrUziupLZSLisrKy8vVziuxAVTNhgMpKwAs9lsNBorKipsXTAoKEilsurHWb1eX1RUZOuopAclJSUlJSW2jk2+goIC5YNKSkpKSktLlY9bWFiofFBJaWmpi6Rs+cd2nZQtSktLtVqt8nFtnXyEEGq12t/f38rOJSUlts6fln+DWpnwayWuheukbHmXa2LXozWhSVlJTpSyr6+vp6enlZ3lFvCpqamvvPKKWq3+9ttvo6Ki+vTp07x588aNG1c+6L2yN954w/qVS8n7+flVaZem7zu+JevXrz9//vwzzzxz3333WR/0ZiaTyfKvbxP7lnIIFwxNynd9XNcMXaNxzWaz3eu/K1+Quhmdf3tXCM0/tsMXYX5zitCk7AqhSdnhi8gt4Pv37295bDAYvv322+r721TAS9zc3Kq0SBlWf0+41NTUXbt2RUdHDxkyxNaIVbi7u9v6mSHtsXdzc7NyP5gDmUwmNze3m1+0mmY0GqUHyp+qULspu+C77IIpi1r6xxZC1OhL7ebmZmtelh80VSqVwm+HNLUq/0bU4pQuha6tl1rU3rusfNxa/8euxXfZif6xbRqnSqWydbq4uyf828WV/vNJWZnQojZSrsV/bOl3NJd6l+1O2ab5UG4B7+vrK3MN1QgJCcnMzCwuLg4NDa3cXlxcLIQIDg6+3YJZWVmLFy9u0KDBSy+9JP8TUTpi33pGo1E6vN+mY70cJS8vz8vLy9vbW8mgJpNJOiBCrVbffMpDTcvLy/P09PTx8VEyqCVlDw8P5VPOz8/XaDQKp2w2m6WDYlwzZVvnAfny8/PVanWNzrFqtdrW04u0Wq10tK2Pj4/1x3o5hF6vLyws9Pf3V/jzuKysTDqm2sfHx8vLS8nQlpQ9POR+WNvEkrK3tzcp1zSDwVBQUKB8yuXl5dJZMN7e3vXq1VMytJSyn5+fWq2uuSg+Pj62fmTk5+dLpY6c8y7tU1JSYjAYlP+gKSgokPaHuWDKgYGBCv9qVlJSotfrlX+pazHl0tJSnU6nfMqFhYV6vV7cvSnL/bSQaukaEhwcnJmZefNZUlJL/fr1b7fg5cuXtVqtu7v7a6+9ZmmUvnRevHhx4sSJQohp06Y1a9asRsYNAAAAAICjKfpzr63CwsLOnDlz7ty56Ojoyu3nz58XQlTZLX+z4uLim39fqKiokC5fr9PpHDpYAAAAAABqUJ0u4OPi4r799ttDhw6NGjXKci6BTqc7duyYSqXq3bv37Rbs1atXr169qjT+9NNP77//fseOHWfPnl2DgwYAAAAAoAY47KICxcXFK1euHDp0aLt27Ro3bly/fv2oqKh//OMfH3/8sR13CpG0adOmVatWN27cWL58ueXCdfPmzdNqtffff3/Dhg0tPZOTk/fs2XPlyhXHJAMAAAAAQB3jmD3w69ate+mll6rcxTQ3NzctLW3nzp2vv/76okWLnnvuOTvWnJiYOH36dGk/fNOmTdPT08vLy4ODg8eOHVtlADqd7tlnn23durWsTAAAAAAAqJMcUMB/8MEHU6dOlR77+fm1bt06IiLCw8MjPT398uXLRUVFRUVFo0ePLiwsnDx5sq0rb9my5eLFi7ds2XLy5Mm0tLSgoKA+ffoMGzZM+YtgAwAAAABQi+QW8BcuXJg2bZoQokGDBm+88cbYsWMr38CsvLx89erVs2fPzsnJefXVVx999NGoqChbQzRu3PiOlf+2bdvuuJ4ePXrs3r3b1ugAAAAAANQFcs+BX7JkidFo9PT0/OqrryZNmlTl9uNeXl6JiYl79uzx9PTU6/VLliyRGQ4AAAAAANckt4Dfv3+/EOL555+///77b9ene/fuY8aMEULs27dPZjgAAAAAAFyT3AI+MzNTCNG9e/fqu8XGxgohpBuwAwAAAAAAW8kt4KW7u7m5uVnfGQAAAAAA2EpuAR8eHi6ESE1Nrb7bkSNHhBBNmjSRGQ4AAAAAANckt4Dv06ePEGLt2rVHjx69XZ+ff/559erVQojevXvLDAcAAAAAgGuSW8AnJSW5u7tXVFQMHDhw2bJl5eXllZ/V6XQrV64cMGBAeXm5u7t7YmKizHAAAAAAALgmufeBb9eu3dy5c1955ZWcnJyEhIQZM2a0adMmIiJCCJGRkXHp0qW8vDyp53vvvdeuXTuZ4QAAAAAAcE1yC3ghxMsvvxwcHDx58uSioqL8/PzDhw8fPny4cgdfX9+FCxdKd5IDAAAAAAB2cEABL4R47rnn/vGPf2zcuHH//v1nzpzJz883m83BwcHt27fv3bv3yJEjAwMDHRIIAAAAAADX5JgCXggREBAwceLEiRMnOmqFAAAAAADAQu5F7AAAAAAAgALk7oHfvn27Nd28vb1DQ0MbN27coEEDd3d3mUEBAAAAAHA1cgv4+Ph4m/qrVKqWLVs+8cQTL730UmhoqMzoAAAAAAC4CLmH0NevX79+/fp33Knu5+fn6+srhDCZTFeuXJk/f36bNm2++eYbmdEBAAAAAHARcgv4nJycFStWSI9DQkJee+21zZs3Hzp06OjRo1u3bn377bfDwsKEEG3atMnIyMjLyzt58uSrr77q4+NTXFw8ZMiQa9euyc0AAAAAAAAXIPcQ+oyMjGeffdZoNP7zn/9ctmxZvXr1LE9169ZNCDFt2rSpU6d+9NFHAwcO/O9//9upU6dOnTqNGzeuc+fOxcXFixcvnj9/vswxAAAAAABw15O7B37evHmlpaUxMTGrV6+uXL1baDSahQsXPvTQQ6mpqUuXLpUaW7Vq9fbbbwshvv/+e5kDAAAAAADAFcgt4L/++mshxJAhQzw8brszX6VSPfHEE0KI9evXWxr/9re/CSHS09NlDgAAAAAAAFcgt4C/fv26EKJly5bVd2vevLkQIi0trUpLaWmpzAEAAAAAAOAK5BbwgYGBQohTp05V3+3EiRNCCC8vL0tLdna2EEK6xB0AAAAAAKie3AI+JiZGCLF+/XqpIL+lv/76a8OGDUKILl26WBp3794thGjRooXMAQAAAAAA4ArkFvAJCQlCiN9//33AgAHSbvYqzpw58/jjj//2229CiAkTJgghzGbz7t27Z8+eLYSQzo0HAAAAAADVk3sbub///e8JCQkff/zx8ePHu3bt+uCDD3bo0KF58+Zubm6///77mTNnUlJSzGazEGL48OH/+Mc/hBBjxoxZu3atECI0NHTs2LHycwAAAAAA4K4nt4AXQixZsiQkJOTdd981GAwHDhw4cOBAlQ5ubm4TJ05ctGiR9KdWqxVCtG7dOjk5ufJZ8QAAAAAA4HbkHkIvhHBzc3v77bfPnz8/ZcqU7t27h4SEWJ5q2rTp6NGjjx8/vnTpUst95h555JGtW7eePHkyKipKfnQAAAAAAFyBA/bASyIjIz/88EPpcUFBQX5+flBQkHSN+iqeeeYZRwUFAAAAAMBFOKyArywwMNDf31+lcsDufQAAAAAAIBxyCL0kMzNz5syZcXFxoaGhvr6+7u7uUvt77713/vx5R0UBAAAAAMA1OaaA/+CDD6KiombNmrV///4bN26UlpZanlq1atW99947ZcoU6Vr0AAAAAADADg4o4OfOnTt16lTp2vLt27cfMWJE5WcDAgKEEAsXLnzxxRflxwIAAAAAwDXJLeAvXbo0ffp0IUSrVq2+//77M2fObNy4sXKHQ4cOjRs3TgixYsWKc+fOyQwHAAAAAIBrklvAL1y40Gw2+/r6fv311w8//PDNHXx8fFasWBETE2MymRYsWCAzHAAAAAAArkluAX/o0CEhxNixYyMjI2/Xx83NTbp13OnTp2WGAwAAAADANckt4NPT04UQ3bt3r75bRESEEOLy5csywwEAAAAA4JrkFvBqtVoIUVRUVH237OxsIYSbm5vMcAAAAAAAuCa5Bbx05Pz+/fur73b06FEhRPPmzWWGAwAAAADANckt4J944gkhxBdffLFjx47b9bl48eKaNWuEEP3795cZDgAAAAAA1yS3gH/xxRdDQ0OFEE899dSUKVOuXbtW+Vmj0bhly5YHH3xQp9PVq1cvMTFRZjgAAAAAAFyT3ALez8/vyy+/9Pf3NxqNCxcubNq0adOmTaWnunTp4uvrO3z48OzsbDc3t1WrVjVp0kT2gAEAAAAAcEVyC3ghRLdu3U6cOBEXFyf9adkJf/LkyfLyciFEWFjYnj17Ro4cKT8WAAAAAACuycMha2nVqtV333139uzZr7766ujRo1lZWVqtNiAgICoqqk+fPk888YRGo3FIIAAAAAAAXJNjCnhJ+/bt27dv78AVAgAAAAAAidwCfvHixUKIS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" width="672" /></p>
<pre class="r"><code>ggsave( paste0("figures/", "fig16band17a.png"), width = 16, height = 9, bg = "white",
scale = .4)</code></pre>
<pre><code>## `geom_smooth()` using method = 'loess' and formula = 'y ~ x'</code></pre>
<pre class="r"><code>rm(dt_p); rm(dt_citing_cited_journals); rm(dt_plot); rm(dt_plot_angrist)</code></pre>
<p>For the third panel of figure 1 we did things differently. Since we
were not able to identify, in our database, every journals Angrist and
al. were mapping in their ‘Other Disciplines’ category, we took every
journals that were in those disciplines in our set of category.
Angrist’s ‘Other Disciplines’ are Computer science, Mathematics,
Statistics, Medicine, Operations, Research, Physics and Public
Health.</p>
<p>For our first attempt, we took every medicine specialities. This
choice led the proportion of COC from psychology to ‘Other Disciplines’
to go up to almost 20%. This is because psychology cites Neurology &
Neurosurgery and Psychiatry a lot. In Angrist et al’s list of medicine
journals, there are one psychiatry journal, and two neurology journals
out of approximatly 75 journals. As we can see in the following code, if
we look at what the top 5% psychology journals cites, we find that it
cites 422 differents Psychiatry or Neurology & Neurosurgery journals
(according to our categories). Since we don’t know which of those 428
journals are the ones in Angrist’s list, we decided not to track
Psychiatry and Neurology altogether. With this restriction, we get
almost the same results as Angrist et al.</p>
<pre class="r"><code>dt_citing_cited_journals <- readRDS(paste0(path_to_project_data,
"dt_citing_cited_journals.rds" ))
load(paste0(path_to_project_data, "weight_angrist.RData"))
setnames(dt_citing_cited_journals,"Year","citing_Year")
dt_citing_cited_journals <- merge(dt_citing_cited_journals,
weight_angrist,
by.x = c("Discipline_citing", "citing_code_revue",
"citing_Year"),
by.y = c("Discipline_citing","cited_code_revue",
"citing_Year"))
dt_psy <- dt_citing_cited_journals[Discipline_citing == "Psychology" &
between(citing_Year, 1970, 2015)]
dt_psy <- data.table(group_by(dt_psy, citing_Year) %>%
top_frac(n=0.05,wt=discipline_proportion))
uniqueN(dt_psy[cited_discipline %in% c(51,60)]$cited_code_revue)</code></pre>
<pre><code>## [1] 422</code></pre>
<pre class="r"><code>rm(dt_citing_cited_journals, dt_psy)</code></pre>
<p>In the last step, we keep Angrist et al’s weights, but we drop the
restriction regarding the disciplines considered as recipients of
citations:</p>
<pre class="r"><code>dt_citing_cited_journals <- readRDS(paste0(path_to_project_data,
"dt_citing_cited_journals.rds" ))
load(paste0(path_to_project_data, "weight_angrist.RData"))
setnames(dt_citing_cited_journals,"Year","citing_Year")
#Renaming discipline to match Angrist's category names
dt_citing_cited_journals <- renaming_ssh_angrist(dt_citing_cited_journals)
#Taking relavant columns and summing number of citation going
# from every discipline to every other (including itself)
dt_p <- dt_citing_cited_journals[!is.na(Discipline_cited) &
Discipline_citing %in% core_angrist,
list(citing_code_revue, Discipline_citing,
Discipline_cited, citing_Year, N )][
,sum(N), by = list(citing_code_revue,
Discipline_citing,
Discipline_cited,
citing_Year) ]
setnames(dt_p, "V1", "Nb_cited")
#Merging Angrist's weights
dt_p <- merge(dt_p, weight_angrist, by.x = c("Discipline_citing",
"citing_code_revue", "citing_Year"),
by.y = c("Discipline_citing","cited_code_revue", "citing_Year"))
setnames(dt_p, "discipline_proportion", "Journal_weight_in_disc")
## Calculating proportions of extradisciplinary citations
dt_p[, Total_journal := sum(Nb_cited), by = .(citing_Year, citing_code_revue)][
, Proportion := Nb_cited / Total_journal][
,`:=`(Nb_cited = NULL, Total_journal = NULL)]
## Calculating weighted proportions
dt_p[, weighted_proportion := Journal_weight_in_disc * Proportion][
,`:=`(Journal_weight_in_disc = NULL, Proportion = NULL)]
# Getting discipline names for Social Sciences graph and Other Disciplin graph
SSH_without_management <- unique(dt_citing_cited_journals[
citing_discipline > 100 & Discipline_citing != 132]$Discipline_citing)
NSE <- unique(dt_citing_cited_journals[citing_discipline <= 100]$Discipline_citing)
#This chunk of code make it possible to have three graphs next to each other in ggplot
dt_p[Discipline_cited %in% SSH_without_management, Graph := "1. Social Sciences"]
dt_p[Discipline_cited == "Management", Graph := "2. Business Disciplines"]
dt_p[Discipline_cited %in% NSE, Graph := "3. Other Disciplines"]
dt_p <- dt_p[!is.na(Graph)]
## Summing weighted proportions
dt_plot_angrist <- dt_p[Discipline_citing != Discipline_cited, sum(weighted_proportion),
by = .(Discipline_citing, Graph, citing_Year)]
setnames(dt_plot_angrist, "V1", "Proportion")
order_disc <- c("Economics","Political Science", "Sociology", "Psychology", "Anthropology")
dt_plot_angrist$Discipline_citing <- factor(dt_plot_angrist$Discipline_citing,
levels = order_disc)
dt_plot_angrist <- dt_plot_angrist[between(citing_Year, 1970, 2015)]
#colors <- c("Psychology" = "blue", "Economics" = "black", "Sociology" = "red",
# "Anthropology" = "#CCCC00", "Political Science" = "#228B22")
#linetypes <- c("Psychology" = "longdash", "Economics" = "solid",
# "Sociology" = "dotted", "Anthropology" = "solid",
# "Political Science" = "dashed")
ggplot(dt_plot_angrist,aes(x=citing_Year,y=Proportion,color=Discipline_citing)) +
geom_smooth(se = F, span = 0.25, aes(linetype = Discipline_citing)) +
labs(x="Year",y="COC (citations outside category)",col="Discipline") +
ylim(0, 0.5) +
# ggtitle("Fig. 1 reproduction with exhaustive categories)") +
facet_wrap(~ Graph, scales = "free_x") + theme_minimal() +
theme(legend.position="bottom") +
scale_color_manual(name = "Disciplines", values = colors_angrist) +
scale_linetype_manual(name = "Disciplines", values = linetypes_angrist) +
guides(linetype=guide_legend(keywidth = 3, keyheight = 1,nrow=2,byrow=TRUE),
color=guide_legend(keywidth = 3, keyheight = 1,nrow=2,byrow=TRUE))</code></pre>
<pre><code>## `geom_smooth()` using method = 'loess' and formula = 'y ~ x'</code></pre>
<pre><code>## Warning: Removed 2 rows containing non-finite values (`stat_smooth()`).</code></pre>
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QoKsuZKTqY1a8jSkhYurO5QAKB2Qw85QO3D5/NXrlz5xx9/lLdYXadOnXbu3In+DSUQiejPP2njRgoNZXCVujrZ2VH79tSuHbVsSY0akaUlSff5HwCUraCgYMyYMWfOnCl9asGCBRs3bmSxWNLfjcvlbty4sVevXiNGjMjOzi5+6sOHD66urmfPnnV2dq5q0FUgEomio6MjIiI+fPgg+f+HDx+ioqJiY2PLnMYvg/qVwAsE5OlJy5ZRcjLZ2iKBB4AqQgIPUMvcuXNn8uTJkZGRZZ7V1NT89ddfZ8+eraKiouTA6qGLF2npUgoOlqqwnh51705ubtSzJ7VsSZhgBFArREREfPPNN8+ePSt9avXq1TIvIN+3b99bt24NGDAgLS2t+PGPHz/26NHjt99+mzdvHqPnAjIrKCgIDAz09/cPDQ0NDQ0NCQkJDw8vPehdvupRAn/9Os2fT2/f/vdtSAgFBFDbtsxuIhaTUn4ZAKBWwEdIgFojNzd3zZo1mzZtKnPvIiLq0aPH/v37mzVrpuTA6qGHD2nRIvLxqbykrS2NGEFDh1L79oSHKgC1y9mzZ6dMmZJRamkKFou1adOm+fPnV+XmTk5Od+/e7du3b9GeuxICgWDBggUPHjz4888/9fX1q1JFeVJSUs6dO+ft7e3v7x8UFKTodL20xMREJddYPYTCL7J3idOnmSXwIhF5eNCAATR9unyjA4BaCgk8QO1w//79SZMmvX//vsyzhoaG27ZtGzNmjJKjqociI2nBAjp7tpJiNjb03Xc0ciTjjhYAqAny8vLmz5//xx9/lD7FZrN///33adOmVb0We3t7Ly8vd3f32NjYEqcuX77coUOHTZs2eXh4SDnBXhrBwcHbt28/duwYn8+X1z3Lo6enZ25ubmpqamFhYWpqam5ubmRkZGZmZmhoqK6urujaawRVVdq6lQYM+OLgqVO0Zg2x2dLeZPFiunaNrl2jFy9o1y6S7UcnFtPNm2RiQgpbFgcAlAYJPEBNl5ubu3Tp0l27dpXX8T5mzJht27YZGhoqObD6hs+nnTtp7Vr6ctbqF1RUqGdPmjqVhg9HfztAbZWUlNS/f//Sa8UTkYqKyqFDh8aPHy+vupo3b37lypXRo0cHl5qN8+HDh5EjR5qZmU2ZMuX777+vygL12dnZ9+/f3717940bN8rb/lM2xsbGlpaWlpaWDRs2tLCwsLS0tLKyMjMzs7S01NDQKPMSoVCYnp4uxxhqtP79acAAun798xEtLYqPJ3NzqS7/6y/avPm/rw8dort3adeukk8EKiYQ0MmTtGkTvXlDo0fT8eMMrgWAGgkJPECN5uvrO378+JCQkDLPmpub7969e+jQoUqOqr4Ri+nUKVq4kKKiyi2jr0/z5tGUKWRqqsTIAEDe4uPje/fuHRgYWPpUgwYNjh07NoBR+iQFKyurx48fT58+/e+//y599uPHj7/++uv//ve/Xr16DRkyZPDgwQ0bNqz0ngKBICwszN/f38fH59GjRwEBAVVZf47H4zVq1Khhw4aNPpEk6lZWVmpqajLftr7YsoVu3SKBgIyNae1amjxZ2u73Fy9oypQvjrx/T5s3S5vAFxTQnj20devnt64LFygri7S1mURPdOwYxcbSjBmMLwSoTFZWlp+f39u3b0NCQiT/j4qKEolEqqqq2traRMTlciUjd0xNTY2NjRs3bty8eXNbW9uGDRsqZ5UQIqKUFPL2psGDlVSdFJDAA9RQ+fn5q1ev3rhxY5lLzbNYrOnTp69fv15LS0v5sdUrz55xVq/W9PUttwCXSxMm0Nq1ZGSkxLAA6py8vLzbt2/fvHmTz+fn5uYKBALJcQ0NjaJOXXNzcxsbGwXNDCeiuLi4AQMGlPnM1NnZ+eTJk9IkzzLQ1tY+efKkq6vrvHnz8vLyShcQiUQ3b968efPmzJkz27Vr16tXLwsLCwMDA0NDQ11d3bS0tOTk5ISEhISEhIiIiKCgoIiIiKIfICNGRka2trbNmze3trZu3LixtbW1tbW1mZmZ8j4r1z0tWtDcuVRYSMuXk64ugwuPHqUSMx24XCprWkfZVFRo9+4vHjzn5tK5czRhAoMYRCJatYrev6c9e+j8eXJwYHAtQCmFhYWhoaFPnjx58uSJj49PYGBgmZ9yhUJh0QKfCQkJb968KVFAXV3d1ta2Q4cOrq6urq6u1tbWioo4PZ2GDKEnT2jdOlq8WFG1MIQEHqAmevXq1fjx4wMCAso827Bhwz179si9FwhK279ffdkyzfLOqqjQhAm0ahVZWiozKIA6JT4+/tq1a1evXr1161ZOTo40lxgaGjZr1qx58+YtW7Z0dnbu2LGjXOZUx8TEfPXVV6WXGmGxWAsXLly7dq2qgnePmDZtWufOnb/++uvw8PAKir169erVq1dyqZHD4bRq1crR0bFjx4729vbNmzdX3MORem3DBlmu2raNTExo+XIqmkD388/UooW0l6uo0M8/09SpXxw8epRZAn/uHEn+IqKiqFs3OniQRo1icDkAUWxsrLe397Nnz54/f+7n55eZmSnbfVoTpRDFExERn8+XvBIePnyYiCwtLbt37z5ixIiBAwfKcdEQioykAQMoKIiIaMkSCg2lvXuJy5Xb/WWFBB6gZhGLxTt37ly0aFF+fn6ZBcaOHbtu3boGDRooObD6aciQ/LVrNfj8MrqeevSgHTuwRh2AjEJDQy9evHjx4kVfX9/yFvgoT3JycnJyss+nfSC4XK6Dg4Ozs7O7u3uvXr1k20Tz0aNHs2fPjo6OLnFcT0/v5MmT/fr1k+GeMujQoYOfn9/KlSsPHz6clZWluIp69uw5ZcqUHj166Ovr15cl5WodFouWLKFOnWjSJIqOJmtrWraM2R3GjaOVK+njx89HfHwoNZWk/whRNAOfiPh8Gj2aAgNp3TpmYUD9Exsbe/fu3Tt37jx8+LDiJ5KVakk0img0kTXRQqJNZZWJiYk5ceLEiRMnTE1Nx48fP3LkyEaNGlWlUiIiPz8aPPiLPx9PT4qIoHPnGPwFKQYSeIAaJCYmZvz48V5eXmWetbS0PHjwYN++fUvsGwyKY2pa+MMP/O3bv1iKycKC/vc/GjsW+/ICSEUsFsfHx0dERISFhYWHh4eHh0smPcrr/gUFBT4+Pj4+Plu2bDEzMxs9evT48ePt7OykuTY7O/v48eM7d+4svYYcERkYGNy8ebNDhw7yClUaurq627dv//XXX0+cOLF3715/f3853pzH43333Xc//fSTra1tdgULckLN0bs3BQXR6tXUsyfjJeh5PPrpJ1q0iIioQQOaPp1mz2aQe9y7R8+elTxY9bwI6q63b9+eP3/+/PnzZS4CylR7ooNExV9/u5eTwBeJj4/fsGHDxo0bO3fuPGzYsLFjx5qZmdHw4aStTStWkI0Ng+qzsig1teRBPz+Kian2BJ4l38VIgYhEIpEkv+JyuTo6OkquPTU1VU1NrbylXxWksLAwNTWViDgcji6j+V3ykJqayuPxNDXLHeesCIpo8tmzZ3/44YfU0i8WREQ0duzYnTt36unpEVFaWhqXy1Vyk8VicUpKClXTv3I1Njkri9WpU4OUFBYRaWrSzz/TwoUy7uPDSFpaGofDqWlrHOTm5ubm5hKRtrY2j8dTZtUCgSAjI0NfX1+2/lWZ8fl8ybhuLS0tJa/XJWmynp6eokdulyBzk1NTU6OioqKjoyMjI6Ojo2NiYqKiomJiYuLi4pS/03ibNm3Mzc11dHQkrdDR0WGz2ZLXLjabHRMTIwksMDCwvI5uY2PjW7dutVXwMBvJkuwV/Cv7+PgcPnz48uXLMu+drqKi0qZNm65du0oGKRgYGBBRXl6eJIHX1NRUcg+8pMm6urryHOkqD2lpaZLpuMrf1SU7O1soFEre4uUsM5NcXGjSJPr+eyr1hpKeni5Z3bDsJl+7RtOnfzGLfto0BpPwK6TAJleoqMkGBgZKXtkhOztbIBAof5aKEpqclJS0Z8+e06dPl7n8p/SsrKxsbW1VVFQkf4n6BQUnHz5UKZarZhAZEJUxab4cbDbb3dn56pMnKkIhcTg0dSr98guZmEh7/YkTNHYsFQWgqUnnz5O7e5llIyIiDhw4MHjw4BYtWij6Xxk98ADVj8/nz5kz58CBA58OtCHqT+RGZEikp6Kiamho2LixptLf5oCISFtb/PPPecuXq0+ZQitXYpF5ACIioVAYGhr65s2bkJCQ0NDQd+/evXv3rrznj9Xi9evXr1+/lvlyMzOz27dvt2rVSo4hyaZLly5dunTZt2/f06dPL1++fOXKldLrOZVgaGjYqlUrW1vbFi1atG3btnPnztpYP7ze0tEhmf8QBg6kV6/ou+/o33+JiFxdaccOOYYGdUBcXNzmzZv37dsnebjPCIfD6dChg5OTk6OjY4sWLWxtbcvop+nfn27cKPpOl2j/jBn3MjNDQkICAgLKXPKzuMLCQvVHj/576i8Q0O7ddOQIzZ9Pq1ZJFeLo0RQZ+d/UFRMTunKFOnUqUUQoFF65cmX//v03b94sLCz8+PHj1q1bpbp5FSCBB6hmoaGhX3/9tb//a6J+REOJ+hN9scqxSEQJCZSSUl0BAk2cmD9smHrz5tUdB0D1yczMfPnypZ+f38uXL9+8eRMUFCT3TnU9PT13d3c3N7cBAwZoaWmpq6urqakVFhYmJCTExcXFxcXFxMRERERIHhaEhYWVt1BI1VlaWt65c6d5TfqbZ7PZTk5OTk5O//vf/1JSUmJjY1NSUhITE5OTk7Ozs7W0tIyNjU1MTIyMjMzNzZU/SArqLH19unaNli2jv/+mM2eohg2agGoUGRm5YcOGw4cPS/9SzGKxmjZt2rFjx06dOjk6Ojo4OFQ+yGv06OIJPBFNsrGZNHcuEeXl5T179uzBgwcPHz58+PBheU8QBpX4Pjv79cWLmuPGNWnSRKqgly6l2Fi6eZOuX6dmzYoO5+Tk3Lx588qVK1evXk1KSio6fubMmdWrV6MHHqAuO3Xq1Pff/5SVNZzoNFFFHxZl2g+IkpJqzd5m2dnk708vX9KrV5SdTVZWZGPz33+K2baJAS6XatIneQBlKCgoePr06cuXL319ff38/N69e6egOXfW1tZDhw4dPHhwt27dxGJxiVkDbDbbzMzMzMzM4cv9qwoLC8PDwyWbnD9+/Dg4OFgu4XG53BEjRmzcuNHCwqLqd1MQAwMDyTB4AGVQUaH162nxYsI4QCAiory8vI0bN65fv55fYpvDsvB4PEdHxx49enTr1q1Tp06MJ00MHUqamiTZoMTenkaNooEDJWfU1NS6devWrVs3IsrMzDx58uShQ4eefblqA5uoxI5NBUQe/v4RNjYdOnQYMWLEiBEjmhVLy8u2YwdlZ5OeXmpq6vPnz58/f/748WMvL68y+/9zcnLOnDkzf/58Zs1kCAk8QPXIycmZNm3dsWO6REFElT+okyGBz8ggMzOysSFX1//+q2lLz4hE9OABnTpF9+9TaCiVtxC1piZ16aLVq5e4f39q27ZKS8eFhlJYGGEDPoAyiUQib2/vixcvPnz40N/fX3ET19XU1Nq2bTtgwIChQ4fa29sXHZd+63I2m92sWbNmzZqNGzeOiJKTk0+fPn3s2LEnT57IFpKJicn48eOnTZvWuHFj2e4A9UhCArHZteYBuVwgewciIvrnn39mz54dFhZWcbFmzZoNHz7c1dW1ffv2ZmZmstenpUXTphGHQ6NHU+vW5ZXS0dH54YcffvjhB39//8OHD58+fTo+Pp6ItIkCiYrPfdxLFEFERC9evHjx4sXSpUvNzMysra2tra0bN25sYWGhoqIiGf9FRMnJyfHx8R8/fvz48WNwcLCUy+n/+eefSOAB6iBPz4dz5sRlZa0iknYzSRk+SD98SCIRhYZSaCgdPEhE1LAh9ehBAwZQv35UE4ZY/u9/tGJF5cVycuj2bc7t27RkCRkbU5cu1KYNtW1L9vZkY0MVr2iWlkbBweTvTw8e0P379PEjaWlRaiqGAQJ8lpiYeO/evStXrvzzzz8pcp2uo66ubmVlZWlpaWlpaW1t3ahRIxsbGxsbG7n3bxsaGk6fPn369OkhISFHjx69fPlybGxsRkZGxRvU6erqWlpaNm/efNiwYb17966By0ZCTZSXR0OHUkICXblSQUYBUMdERUXNnTv3/PnzFZRp0aLFN99889VXX7Vp04aIcnJy5PAgeFPFC89/wd7efseOHatWrXr06NHly5evX7/eOy6uN9F6IgeibKL/lbpEkp97e3tXNc5P2Gx2amqqQvd7RgIPoFQPH6aPGxf84YMzUeUraZuYkKYm6eiQioosw8jv3y95JCqKjh6lo0eJw6Fu3WjQIBo8mJo2ZXxneRk6VKoEvrjERLp0iS5d+u9bFRXS0/v8H4tFPB5JNmFISaGgIIqPL3mH7Gzy8yMnpypHD1BrCQQCf3//J59UcZNeIlJXV2/WrFnTpk1tbGysrKwaNWpkaWlpZWVlpPQuSltb23Xr1q37tE91fn5+bm5uenq6WCyW/D8zM5PFYpmamlpZWRUtmFS08D5AxUQiEX/ECK0nT4goz8Fhd/fu97jc5OTkEoNH9PX1JUsSGBkZSfr3bG1tq9QPCVB9BALB9u3bV69eXcHrpIODw7Jly4YOHVr2Qvd5ebRvH0VF0ZYtCgz0EzabLVn+c+/evQ8ePDhw4EDX8+eH5ufrEiUorFJNTc1vv/123Lhxbdq0wRx4gDri2rWkn39ODw5uStSlgmIcDrm4UP/+NGAASbeNcbnu3Sv3lEBAXl7k5UXz5lGLFjR4MA0cSC4upNzNqqhNG2rdmqqy54hIRCkpjFf4u38fCTzUL2KxODg42NfXVzJ/z9/fvyorwGlqarZq1apt27Z2dnZ2dna2traWlpZK3pBJSjwej8fjKX/fJqhLgoOD79696+3tHRQU1O3Nmx2fcnW1/Pw5N2++J7oq3X20tbWbNWvWunVrd3f3fv36KX+zOgAZPHr0aNq0aRVsfuHs7Lx8+fL+/fuXfVoopH37aO1aiokhFRWaMoVatlRUrKWw2eyePXv27NkzOTn56NGjBw4coLdv5VsFj8fr0aPHsGHDvv32W11dXfkMOqgMEngAxeLz+Vu2PNu5UzspqT1RRZ1R5uY0cyZNnUpyWZwoM5NevpSq5Nu39PYtbdpEDRqQhwd99x25uVUyLl2Ovv2WfvlFSXUVuX+fFi1SdqUASpabm/v8+fNHjx55e3v7+PhUZY83HR2dDh06ODg4SP7frFkzNpstx1ABapqUlJRLly7duXPn7t27Hz9+lBxsTbT+y2KqRGuJzknXrZeVlSWZdnvs2DEVFRVHR8eBAwcOGjSo+DIQdYdAQD/+SBMmULdu1R0KyCg9PX3+/Pmenp7lLRFqYWGxdevWr7/+urw7qDx8qDNnDoWG/ve9SESrVtGpU4qItmKGhobz5s2bN2+en5/f2bNnz549W+k0/ooZGRn169dvyJAhffv2Vf4+nUjgAeQmOTk5ISFBMpfm7du3QUFBL17kR0cvFotdK76wWbPMlSt1Ro4krrQz4isnENCSJXTvHj17RlL2tKWmkqcneXqSiQl9/TV9/TV16aLwTP6bb+iXX0hFhbp0IQcHat+e2rcnMzOKiqLwcAoPpzdvyMurjJHwVfH4MQmFyh5uAKBQ6enpaWlp6enpoaGhPj4+3t7er169kn5NuBJYLJatrW3nzp27du3q5OTUqlUrZOxQH2RlZV2/fv3atWu3b98u/edjQyT88oiAaKRMg3JFIpGPj4+Pj8/y5cttbW2HDRvm4eHhVJfGhp08SYcP0+HD1KIFTZxI48aRqWnlV9VMKSkUFUWRkVRYSMOHV3c0SvLs2bNvvvkmIiKizLMcDmf27NkrV66sJHfNylIpyt4lzp4lf3+qvodWDg4ODg4Ov/3226tXry5cuODn5/f+/fuIiIhKt5Q3MzNr2bJlx0+sra2VE3CZWAraFaY+E4lEaWlpRMTlcnV0dJRce2pqqpqamoZkErCyFBYWSvp2OByOvLaf/fDhQ2BgoGS34aSkJIFAIJnKSEQmJiadP9HT00tNTeXxeEVTGZVDJBI9e/YsODg4NDQ0LCzszZs3ERERXw5JVSVaSLSCiFfBfays3u3ZYzVwYGXbYH4pLS2Ny+VK2WQ+n54+pfv36eFDevyYpNjy4zM9PXJzoz59qFcvsrYWp6enUDn/yrm59OEDZWVR584M7i9x8iT16kXGxuUWEIvJxyfz0SO1hw+5z55RgqwTmLS1qVs3cnWl7t3J0ZEqzUfEYrFkQS9VVVXGG59UWVpaWg1cUis3N1fyZ6itrc3jVfS7LXcCgSAjI0NfX19FaeNDiKjY7GgtLa3Kd6yVK0mTJXuqxcfHS14SAwMDg4OD4+LiiEgoFGZlZRGRZHZ31WtUV1fv2bNn//79XV1dzc3Nq7fJyqyXz+fTwoUFvXvz3N3V1NWVWbVQKExPT1d+k/Py8rKzs4lIU1NTvTqarKury6lhq4k+fvy4V69eFc8uaUr0F1GnT9/OI9rLYrHlAAAgAElEQVQmvwDs7OxGjx49duxYpe1imJ6eLhQKiUjO4/nFYrK3p9evPx/hcOjFi+IzA7Ozs4VCofLfW4uabGBgUPnEH3d38vGh7Oz/vm3RgoKDZa46OztbIBAof0YPsyYTicXiHTt2LFq0qLyh4N26dfvjjz/spJjnmZOTwxswQPXBgy+ODhnyeSkjxcjIyJA8gJOyyUQUHx8fERGRk5OTm5sreREoKCjQ1tY2MTGxsLAwNjbmStfJJhlCjznwUF8IhcKnT596eXl5eXn5+fllZmZWUPj69etExGKxWrRo4eLi4uHh0bdvX+V8FHj58uXff/996tSpyMjI8ku1IfIkcii/gFhH58G2bUaTJrWSf4hfUlen7t2pe3ciotxcunOHrl6lq1cpLq7ya9PT6fx5kiw4ymKxGjRoYGAgNjAQFz06KCigjAyKi6OkJCIia2t6/55xhN99V0kBFotathTZ2wsWLuQSUUICBQRQQAAFB1NsLGVkUHo6padTdjZlZX2+isOhRo2oVStq2ZJatqQ2bcjeXnlTAwCqKCcnx9fX9/79+wEBAb6+vkWDeOVOW1u7Y8eOzs7OXbp06dmzp4aGRi1e0a2gQLaBTOynT3m//67+++9iW1uaPv2/XYugnrG1tdXV1U1MTKygTBiRC9FaogVE/xJtJyIiAwOD4s+18/Pzk5KSZJgH++bNmyVLlixfvtzd3X3ixIlDhgxR8nNSublx44vsnYgaNaqVK/bz+Z+zdyKKiiKxuEqb2dZ4aWlpEydOvFROgm1oaLhp06bx48dLv+hJ7q+/6vTs+XmjYDMz6tNHLqHKl6mpqWntGSSCBB6qWV5e3qlTp86ePXv//v2s4ukXtSG6SKROJOn/ySLK+PRfKNEtovticW5wcHBwcPDBgwf19PQGDBgwZMgQFxcXS0tL+QaZlpbm6+v76NGjM2fOhJYYC1SSKtEiohXl7w9XqK397/Tp6b/+OkL5nQ8aGjR4MA0eTGIxvXhBV67Q1av04gVJ03UnFlNKCrvi5eJiYkgkUniSbGJCffrUzNd/gKqKjY29ePHihQsX7t+/L+kzkTtVVVU7O7tOnTp16tSpc+fOrVu3VvKgBkUpLKRvvyU9Pdq3j2n6rSrZaZOIFRJCc+b89+JYS3MnkJWKisqQIUMOfvplKE1LS6tFixatW7emVq18Cwoade0a07y5kZFRme/maWlpCQkJSUlJkZGRoaGhoaGh7969e/v2rWQQUwVEItE///zzzz//GBgYTJo0acaMGY0aNapq25Ss9L5fEyfWyry3USN69Ojzt7m5lJRU0YhBhcnNzQ0PD3///n14eHhUVBSHw1FXV9fU1NTR0dHU1Gzfvn3r1q3Lnui0e7d6WJhkQ02Wjg7170/OzuXVcunSpVmzZkVHR5c+xWKxJk+evGHDBqa7o4natKHx48nTkwwMaMkSmj6dlDvkp05CAg/VJioqas+ePQcPHkxOTi7rPIuoSbFvi49FGUg0lyiP6CHRv0QXicLT09P/+uuvv/76i4jMzc07d+7s6OhoY2NjbGxs+EnFH1IFAkF2dnZGRkZqaurHjx8TEhJiY2PDw8N9fX1DQkKkG57agugIkWN5NTRt+nT1arVRo8pZqFOJWCxycCAHB1q1iuLi6No1unCBbt2iKuYLAgH5+1OHDnKKEqDeyMjIOHTo0JkzZ3x9fRUxtc3U1NTZ2Vkyob1du3ZKHjKtJPPm0YULRERRUXTuHEk/nys9XaXEzsa3b9P48XTyZK1MOaAKhg8fXiKB19LS6tq1q2Qh6w4dOkj/tEtfX19fX79Fixbdiq3ilp+ff//+fck0+0rX0EpJSdm0adPWrVs9PDxmz57dXTKUrubLzydjY+JwqGgRARUVGj+e2U0iImj9ekpJ+W+UXVYWzZpFM2bIPdhKlH508uED4wR+/nyysKB58xhdlJCQ4Ofn9/z5cz8/vxcvXsTExFRcXk9Pz8XFpWvXrl27dnVwcPj8Ir9tG6/4RqFr19K339LJkyUuj4qKmjVr1uXLl8u8ubW19bFjx1xcXBg14bNffyUjI1q8mLAhiJwgga9f8vPz09PTc3Jy+Hx+Xl5eQUGBqampkpdhEIvFd+/e3b1796VLl0QiUfkFKx3AqUbUh6gP0Saie0SHiM4R5RFRXFzchQsXLkg+yRWjoqKio6NTfF5xYWFhRkYGfZqYJGubiIhNNIvoN6KyPxa3bx9z9Ki+nZ2sr32KZG5O339P339Pycl05gydPEmPH38e68TU6dNI4AEYKCgo2LNnz9q1a8t5lCkjFRUVOzs7FxeXLl26ODs7N2nSpPJrarXt22nHjv++vnOHXF3p2jWScjTWkSNUolOUxaK2bZG9y6iwsPIlRmqqjh07WllZRUdH6+npSfaF6tmzpxyHy/F4PHd3d3d39+3bt4eEhJw5c+b06dOvS4w2/5JIJDp//vz58+ft7e2nT58+evRoJS/6wxiPR3//TbGx5OlJf/5J4eHUrx8xndWfnk77939xpKxuYWn5+NCZM7RxI+PVaxs2LHkkMpIcy+unKcuRI7R1KxHR69e0ZUulryrZ2dlHjhz5448/goKCGEWanp5+7dq1a9euERGHw2nbtq2Tk1Pnzp2HFxSU/HVp167oS7FYHBIScvHixbVr15Y3c2r48OGHDh36b7UCsZjEYsZ/4BYWtGEDs0sULyA+YN/TfcGJwXwBP1+UT0SZeZm66rqdLDr1adrHzcZNX73mPm7AInbyV3MWsSssLJRs+RsSEhISEhIaGhoZGVlYKjMzNjaWLAjn5OTk7OwsQ8+MlIvYZWZmHjt2bPfu3cFSLQFiSsR0zmca0Qmi40RPiZT5i91KVXWvUFj2RikNGtCOHTRmjDzrY7SInQxiYujaNbp1i7y8KC2N2bVNmlBYmPw/9yq6yWXCInalYRE7Od5ZLBafPn166dKl7xkuHcHhcKytrSVr/7LZbF1dXR6Pp6enJ+nxMzQ0bN26taOjo8wb29SQdfsYXHbhAo0YUfK5Y+PGFBxM0sS/cCFt3/65t1BNjf78k775hkEAVSC6fTuLx9Pq1ElVuT9q+S9il51Np0/T4cPk5kZr1lRQsMYuYpeWlibJlk1NTfv27au0l7igoKDjx4+fPn06vHhPaTl0dXXHjh07bdq0Vq3ksIaOohaxK/J/9s47vKmy/eP3OSc5SZqmSbp3Sxezk1XKEAoKCiLwggIi8oqLF1FwIIosFfWnLwgoKuBAQaa8gGxkr7aMQimlpS2lpXs3aXbO+P2RUjrSNGmTtIXnc+XqlZzzjPukSc75nuceLAtnzoBQ2Fz0tpLELi8PAgMbbZkzB374wYKpa2pg9Wq4fh2Sk+uy/hw8CGPHWpbR7cwZ+PhjCAgAf3/w94eAABg4ENxMlQRuxJUrMGwYPEhvTsfF1W7eLAkNNdr2/v3733///c8//1xt6YWXSVIAIhq8LMewcb16+YSF+fv7Z2dnJyYmVrYcG8nj8b755pt5wcGQlFRXGSgrC7ZvNz+I0T4Z3ZpjOoldtbp6yT9LjmYeZVsWCwRG9PPtNyZ0zOTwyQ5cC1KD2+eQkYC3Ph0u4CmKOn/+/MGDBw8fPmw6F0tzDCeG119/PTw83PxepgV8UVH50aPnL1w4+NdffzWOcm+RwMDAvn2f2LNns/k2NCYXYDfAToBrbR2hdaKjo2NjX751a9LFi34trVc/9xz89JP1K6fYTc3SNFy9CqdOQWYmVFRASQlVXo5VVeEE8fD3kMsFb2/w94fAQAgIgOBgGDvW+hXakIDvJCABb61h79y58/LLLyclJZnT2MXFJTY2NiYmpk+fPr179w4LC7Op8ul6Av72bXjmGWiYWBTD4LffzPfa1dy7x2zY4PDf/7JSKfb33zBokCVWt4/AQMjLA4EAIiKgb18YMqT1xJ7WwJoCfscO2LEDjh+vK3Pi5wf37pnIhtLJBTzYTs22jMENMC0tbfPmzbt27TLnYmnQoEEvvfTS1KlT2yMVbC7gW6YVAV9bC00uoV98EbZutWACtRqcnBpFBj7/fNG33x44cKCwsFAul2MYplKp5HK5VCp1d3d3c3Pz8vJyd3cPDAz08fExP0lbi5SUQP/+0Nj1nQkIwG/cgMZHnZ2dvXz58p07d5rIe0IChAEUAlgq7q82zqj8HsBq8zqGhITs2LGjb9++EB8Pp08/3DFvHqxbZ+bsnVPA62n9k78+mS8zy6fDU+S5fOTyJ0M61z0LJOCtTwcK+MLCwgULFuzfv78NuU+bEBcXN3v27JiYmNDQ0FZVU3MBb7iJ8Pff//z1l7igYBrAYYA5pgdxdnZ+6qmn4uPjR44cGRQUxDDQuzcIheDkBAwDNTUgk4FMZumCcDbANoDtABkWdTNBeHj4Cy+88Pzzzyclecya5dRSEIBUCt99By++aK1pG9GxataKxQLNBwn4TgIS8FYZc/fu3bNnzzZ9je7h4TFu3LiYmJj4+PgePXpYZV4z6XoCHgAyM6Ffv4eFKJYvh2XLzO9tOGTeX3+RTzzB69nTsqnbQ2UlNBFOffvC1at2mNmaAn7SJGgSs3bkCIwZ01JzJOCb01DNKpXK3bt3r1+//qoZnwQejzdu3LiXX355zJgxbXg/O6+AZ1ng8aBhbOOzz0ILEdot0qcPpKXVv9LhuCfLVpshfPh8flBQUHBwcFBQUGBgYGBgYEBAQGBgoGWq7Kuv4KOPmmzT/Oc//PXr618WFxd/9tlnP//8s9EoziCArwC8AbwB/AEIgBkAf1pgAQBAAkBs/XQAwQCtVhPmcrkffPDBJ598UvfLMGYMHDv2cHdgILRQHL45nVPAA8D+9P3vHrIgK0F8cPyKkSu8nbxbbYkEfGehurq6udu5CerfUivcvTMbhmF+/fXXlStXmrnEbRHe3t6GH7KQkJCwsLCQkBA/P78muS5ZlqUoqri4OCkp6fjx46dOnZbJpgEsA/AAAAANQDCA8cJlERERs2fPnjx5sjl6oKoKO3uWPHWKe+oUt7TU/CCcZIBtAPsBWskZ0xw+nx8VFRUTE9OvX79+/fp5e9d9exUK6NtXWllpxIaRI/Vr1ii8vNoaR24GLMva8wNWPynY94PdcOqOmtfwpAu921Kp1Hgq2mbo9XrT9RpbsgoAzp8/HxcXZ+fK1Y/Ax0Cv1y9fvnzDhg0tNfD19X322WfHjh07YMAAHMc76kvXFecl9+4VvfYaAGinTVOsW2dRJE9HfdO5Z844TZ7ccIvm9deVX3xhn9mtddS83bsd5zS6R6977rnaX35pdWpL5+VyueaviygUCtMV3Vuyqg2GWYXmv2+XL1/etGnTwYMHzcnR4+LiMnHixMmTJ/fr18/SeaGDvuymJ5X27ImXl7N8PuvkxDo66ocMUa42c/EYAECr1eqmTg08f77hxtcBNrXRXgAAb2/vIQ/wbx4e3wzBDz84rFgBD5Z6dKNGybduxTgcACgrK9uwYcPGjRvV6hYFdQhAVuMtF0eMuP/aawEBATweTyaTGRJaZWZmJiYmJiYmGvW67Q7gCFANIAFwBTjems2xsbGrVq3q3r17/RbRjBnk0aMN29ScPUubXRSwY0/cLU3NsMxL+1/Kqs4yutcoDlyHN2PefKHXCxiYOpw2H6+jo6P56yJIwLeOSqWy6F1iGMZwziAIgmxTQVpLSUtLmzdv3uXLl+0wlwEulyuVSp2dnaVSqUQiqa6uzsvLKysre5CUjg/wC8D0xp1WAbzf8DVJkuPHj3/zzTdjY2PBclgWrl/Ht2zh7NrFkcnM/arw+cWOjgkiUaKjYzKHU2XYyOPxBAKBRCJxcHAQCAQuLi4GTyoPDw8vLy8fH5/mKoVlWY1G8/33ghUrGq0JC4XsF1/oXnmFsumPlVarxXHc/msXhtMMjuP2r0yr0WgIgnjcDhnH8Tb8hjg4OJh58qBpWvMgNs9M9Ho9RVE3btwYPXp0jx49vv3227anpbUQw08rn8+386UARVGGq2cul9vOGxaFhYUzZ85syW3e3d39448/njVrVv0shkPm8Xhm3pGxFlY8ZEuhaVqn07X5kMkFC/B79zS7d1taRq7+kEmStKeLB3f1anLp0oZbtH/8QU2aZIepDW81AAi3buX98QcAsCQJDg5AkroVK5g+fcwfCpPJHLp1g4aufzyeKjOTdXEx2t7wwW7DW00QhPkuIVqt1tJCjBqNxnC9Z/8yDXq9nmEYoyeawsLCzZs3//rrr6WlpeYMFRwcPHny5GeffTaqQa6yltBqtYY1qk51yAawsjJWJLK05JhWq/3777//+uuv06dPv6FSNVT8DMAagPfaanATAgICRo4c+eSTT8bHx5twDySOHuXNmoUpFEzPnvKjR7U83tmzZ//4449jx46Z/nx6eXm9PGXKl42d1annntP+2eIafE5OTkJCwpUrV65cuZKWlmbp59/d3X358uUvvfRSk5Msb8YMzr59Dbfoli7VL1xozph6vZ6maTt7coF5H+xzeefeOvwWjuFhLmECjoDH4TEsk16eXqsztRQ6OmT0F/FfcIkWTzGtfrBbgsfjmX/CRQLe+tjThZ6iqM8+++zLL79s9e4shmF+fn5hYWEBAQEGr0hHR0eappOTky9fvlxSUmI9ozwA9jVw2KlHARAIUAkAPj4+b7zxxmuvveZpjejwoqLqw4cdtmzhnT9vVj3zesRiCA6GkBAIDgZvb/Dzg7AwMNN30hA1oFJh/fs7l5XV/dKNGwdr14Idkj0jF3r7gFzom6NSqRQKxdNPP52cnAwAGIa9+OKL33zzjVW+y6bp0i70Op1u3bp1n3/+uaHsRROEQuF77733wQcfNPl3t92fvH10SRd6A1ot4Lil6h3ac8gMA/PnQ2goeHqCoyNwuRAeDh4e5nafOhV27my0paDA4nzdbaLehV6yZg1n5cpG+86ehWHDLBuuoZOtqyvMmAGLFrX0PiAX+ua04k8OoNfr9+7d++OPP545c8bMMbt16zZx4sRJkyYNGjSopTtindeF3nJycnI2btz422+/1S9EDwc4DVAMcB3gLMB2gHYksm8RkiSHDh06cuTIXr169ezZMygoqOHPF0VRhceOiRcs2DFx4oXCwhMnTrR6I6Zv374LFiyYMmUKSZIglUJNzcN9vXvDrVvmWKVSqa5du5adnV1TUyOTyWpraymKqqqqys7Ozs7Ori964uXlZchgPWjQoP79+xtfM3jxRdi2DQBAIIDgYAgNhRdeMDPNZ6d1oTfwzflvxvUY19Pt4aU/xVCJ+Yn/ZP3zT/Y/pQrj/6knuj2xfvx6Adf4rQHkQt9VsZuAz8nJefHFFxMTE1tqwOfzhw8fPm7cuMGDB4eFhRlS0xslNzf37Nmzv/3227lz59r3kYgE+BvAuFsRh/PpqFEJs2fPnjBhghWvR6uqqng8nlAozMuD3bth1y64cqWNQxkrjWmc+rD/jRsdFy/mjx4NK1bAwIFtnNdSkIC3D0jAN0elUm3YsOHdxvVsxWLx0qVL582bZ9PL8a4r4Pfv3//BBx9kZRl31Rs+fPiff/5ZH5vTkK4k4Kuq4ORJkMmAywVnZ3BxAW/vpkmkzaArHbKB3FxoUop1925o7BVvimvXmAsXdImJvLQ0LD0d/PzAwpIED804eRLOnYNffjEziagpAZ+UZFmhLADYsAE+/BDGjoXJk+GZZ8Dk6hMS8M0xX83evn37559/3r59u/lLLx4eHuPHj58wYcLIkSObLAw+AgKeZdljx46tXbv2+PHjTSJeeQBSACuuUJkDl8v18/MDgOrqapVKZVEcx6hRo5YuXTp0aIOqRr17Q8N6ciQJSqWliYKbJ96vqakx1Eo0mNoKV6+CWg1BQW24t9jJBbwJNJRmfcL6jVc2UowRR4b+vv03Tdwk4hkp9YIEfFfFPgJ+y5Ytb731Vkvxq4MGDVq4cOGTTz5pqeDJyMjYuHHj77//blCnFjIVYBOAEb0hFMqnTy/+/HM/d3cLKjGYSb2Ar9+SkwO7dsH27XDzpmVDvfsurFplVst6AU/T5N27TnFxlk3UTpCAtw9IwDenoKAgMjLS6O9D9+7dV69e/cwzz9ho6q4o4NPS0ubPn3/ixAmjezEM++CDD1auXNmSWO1KavbSJWgSTBEfDydPWjr1w0MmCFAqwV6f/7b/l48fh9GjG23Ztw+ee878AQxqViKRcHQ6uH8fLEpYyLLw1FOQmwvZD9K7XLwI5p2QTAn4lBSIiDDerSXUaiAIMC/kBwn45liqZimKOnbs2JYtW/bv329+JJRIJBo5cuTw4cNHjBjRp08fHMfbI+BlMll2dnZlZaVhgVepVBpSnNYjFotxHBcKhYbTt0QiCQ0NdXtQg639Al6n0+3YseO///1vamqqmV1CQ0NHjx49YsQIFxcXX19fR0dHkiQVCkVJSUlpaWl5eXleXl5OTs7du3fv3r1rZsyCVejfv/+XX345cuTIpjuefBISEsDXF/z9ISQEevWCV181qzpmAyyrnGdVuq6AN5BVkbX4n8XXCo3UtBocMPiPKX80326fQ7brNQHCKmRnZy9ZsmTHjh1G94pEok8//fTtt99uWwBhjx49Vq9e/cUXX1y6dCk9PT0zMzMzMzMrKysvL89kLI0/wHqAcc13cDiwciW8/bYTn2+/hPxBQbBoESxaBLduwfbtsG0b5Oaa1bENfot8Pmtn9Y5AdCDp6ek4wKgGWyiAEoAMgDt37owdO/bpp59evXq1nbOmd0IUCsWKFSvWrl3bUnyTRCLZvHnzc5YovU5N86vwFuKfTZGcjB8+7KDREJmZcPYsPPMM/PabVayzIZmZTbe0WZQ6OFim3gEAw+DcuUbB5ydOmCng6zGyjNMGTxO7R1DbCooC+6acaBscDmfs2LFjx46VyWR79uzZsmXLuXPnWs24XFtbu2/fvn379gGAi4vL4MGDAwMD/fz8AgICoqOjXVxc+Hy+0ZjhoqKiew/IycnJysrKysqytFCxAYlEEhYWFhoaGhYW1rNnz7i4OB/Lr70yMjL27Nnz008/FTQu0mYUDocTFxc3bty4Z599tkePHs3VrFQqNboQrVarc3Jy7t27l5eXl5ube/PmzYsXLxru9FmRPn36LF++fNKkScZ15sGDpv1ZEDYl1DV057SdW5K3fH76c5p9WHdKSArfG2KtdAptAQn4LgPLssePH//uu++OHDnS0m/0xIkTP/vss27durUz4xGfz4+Pj4+Pj6/fotPpsrOzMzIy7ty5k5WVVVhYWFlZWVlZWVUlk8tfwrCVLGtknUQigZ074amn2mNLu+jTB1auhM8/h6tX4fhx+OcfSEgAEyX2jDmxIhCIhwwePDjhzJmQxqtziQD1VbOPHDly4sSJN954Y9myZfZfxeok7Nq169133y0sLGypwcCBA//888/g4GB7WmUWCgVs3QpTp1rcsblXThsE/PXrxJIlD920zI717UisKODbBp/fVMA3zorXOlIpBAUBTYNcXvfX7hmnOg+CDRv427fDt9/C0093tC1mIRaLX3nllVdeeSU/P//PP//cvn37TfOcDysrK/9uoSpbvYzXaDQmcqS3jZqamsuXLzfMu+zq6hoeHu7n5+ft7e3t7e3j4yORSMRisaOjo1AoFAqFhiXNmpoahUJx5MiRffv2ZWS0XhtYIpE888wz48aNGzNmTNuWQwUCQe/evXs3SLeu0+kuX758+vTpU6dOXbx40ZzqAC3h4OAwefLk2bNnDx061NQSMVLvHQ0G2MyYmd5i77cPvK2ltADAJbjfj/8+0iuyI81iEdaGoqjy8vLy8nKZTGaVAWtra9evX9+wokNzpFLpzp07WZatrKxUKpVWmbdVkpPZAQNYAOOPkBD29m17mFFZWalQKMxsrFCwBw+yH3/MPv8827cvKxY3svnsWXMnpWna8F+uqalpo93toKqqyvxDthYMwzy2h1xdXW3nqVmWraqqqq2ttf+8plEqlRW5uU2+7YeM/ShJJJKvv/7akNXZKuh0uvLycoqirDWgmahUKsPHQK1Wt9o4OTm54a3P5nh6ev788880TZszteGQ9Xp9uw/CDPLy2A8+YCUSFkD700/mH3IdCkXTc8DixRbbsH5900Hu3bN4kDZh0X+5EaNHN7X59GmLBtDr9e36L7u7N5qdJFnzfjfUarXhkA2lduyJ4ZB1Op2d522V6sxMpv6yYNQo9tYtu01dW1trrRNNVlbW//3f/w0cOLBDand1Bvr37//LL7+0dDFcXV1t+OQzDNOe99ng+/Dqq69a5EHA4/GGDh36008/2fNSylqH3AYUCkVVVZWdJ2VZtqamxuqHnJCXEL42PPS/oUfuHDHRzD6HjFbgOzV5eXnr16/ftGlTTcMUlM0YNmzYli1bzKlIaS3kcli6FL7/vr62ZVOGD4e//mrLAoytEQph7FgYO/bhlspKyM2FwkIoKIBevTrOMgSiq9Dsa19trFVNTc3ChQt//PHHFStWTJ8+3Ujg+po10L8/DBxoaT6ezklubu4nn3yyffv2ljykeDze/PnzFy9eLBIZSXvTkWi1MHUqHDwID+KkON9/D//6l2WDCIXA4UDDSKs2nACaZ3s6fRr+/W+Lx7En+/dDZibcuwdlZWD419s5fqTJajlJQkYGWFgJHGFA8NVXWH2diBMnICYGli6FxYs71CiLCQkJWbhw4cKFCwsKCvbv379v376zZ8+2Z624q8Dj8WbMmDFnzpy+ffvaYTonJ6dJkyZNmjSJZdm7d+9mZGQY3FTv3LlTXFwsEAiEQqGjo6NYLHZzcwsJCenZs6e/v7+Xl5dLJ7w4RphBrH/s75N/L5AXjAkb09G2IBf6TgnDMCdOnNi0adO+fftMV3HkcDjLli376KOP7JnVadcuWLAAioqM7+Xx4OOP4eOPu8w1uYsLuLiAXX7tEYhHgmYCPjAmhrx1S2csOuXevXszZ68ewMoAACAASURBVM5cuXLlJ598Mm3atIe/VPn5sGABAIBIBMOGwciR8OyzEBJiW8ubc/p0XXKgdrgpFhUVrVq1av369SayDT/33HOrV68OskORyTbA40FhYUPtjd+6xT13Tm9pIbEtW0AgAIqCigqorIQhQyy2pPlH6MyZzi7geTwID4fw8A4zwM0NNBro3h1GjoSRIyE2tsucfTsb6em8PxqnpNLpwMurg6yxAr6+vnPnzp07d251dfWhQ4f2799/6tSpNqUo7uxIpdI5c+bMmzfPDgVNm4NhWEhISEhIyLhxRlJBNUShUDwOd1IeYaK9o6O9ozvaCgAk4Dsbubm5v/322+bNm+/fv99q48GDB69evXqApbVe2kFaGsyfDy0kVAYAGDSI+uUXjpml1BEIRFcEa7bCPPjZZ1O3b3/vvfcOHjxotMudO3deeumlzz//fMmSJVOnTiUIAi5cqNtXWwuHDsGhQ0BR8MEHNrW8KbW1YHB353BgwAB49ll49lloEO5oGoZhjh49umnTpoMHD5q40xocHLx27dqxDd1+OiHTpjUpvynYsMFiAd+GyPkmNLwDIpHA0KEwfHh7x3zkuXq1oy14VFiyBJp8kaOi4OWXO8gaayKVSmfMmDFjxgyGYVJTU8+cOXPmzJkLFy7UFwO3FB6PFxQUFBYWFhIS0q1bN7FYLBQKRSKRIe08PEjEDQ+i6DUajVKpvH//viH7XWZmprVC67t37z5nzpzZs2d3tootCIRNQQK+42FZ9saNG0eOHDl06FBiYmKrSUR5PN7UqVPnzZtnHx8hA1VVsGIF/PBD07NbPU5O7IcfqubMoaRSexcYQyAQ9oQVChWrVvH5fA6HAwoF6PUwdGhYWNiBAwdOnDjx/vvvp6SkGO14586dGTNmLF++fNGiRbOuXm3qNRQba3vbG5OXV/eEouDSJbh0CdasgaKiVnNQ3717d+vWrb/++qvpO618Pn/RokUffvhh26rH25Xnn4f334cGZx9OWhpmxypudbz6KjV6tKK6WuTjQ/TqBfatF4h43Nm4Uevqyvvll4cXOt9884h9CHEcj4yMjIyMfOeddwCguro6JSUlJycnNzfXkCLOsERsqC9Yj0gkcnJyCggI6PYAX1/f9iRLZlk2Ly8vKSkpJSXlzp07qamp9+7dM+1w2oSoqKgJEyZMmDAhMrJDE4khEB0EEvAdRl5e3rlz586cOXP06NGilvzRG+Pj4zNnzpzXXnvN3d3d1ubVo1bDxo2wYgVUG41zBQCAF15glyyp9vBgcLxz1XRFIBBWh+XzNTNnckUiTjO381GjRiUnJ2/evHnJkiUt/axlZ2e/+uqrcSTZyFOHw2l7HEtlJZw7Bz16gHnOP3fu3Ll+/bpcLvdPTW0axzZ2rAn1XlVVtW/fvq1btyYkJJieAsOw559//osvvuikPvPN8fGBYcPqsr7376+bO1f+1FP2zqYOAN7erJsbJZOxEskjJpwQXQBnZ9WXX6pmzXL48kve33/DxIkwalTrvboyUqk0KiqqT58+0KY68G0Gw7DAwEBXV9fRo0cb6sCzLFtaWlpcXFxYWFhaWlpdXa1SqVQqVfWDS0+xWMzlcp2cnNzc3EaMGNGtWze7WYtAdEKQgLcVLAuvvSYYPRomTQKJBCiKys3NzcrKysjISE5OPnfunDlO8vX0799//vz5U6ZM4drxiqqoCH74ATZsABM+VqGhsH49jBzJVlW14jiAQCAeB3Acf+WVV1544YVVq1Z9++23RhNwigG6N4l2Dg8HB4fmLU3x/fdw+zZcvAi3bgHDwMcfw8qVJprfv39/x44d27Ztq3cQmAPQRMC/uGPH3bS00NBQDw8PX19fDw8PBweHGzdu3LhxIz09/e7du+asEQ0fPvzrr7/u37+/ZYfTTlQquHoVEhLg0iWorYVTpywe4d//Bj8/eOMNGDyYVqvB2rWOEYguAR0SUvvLL7yrVzsgJcdjDIZhnp6enp6e0dGdIsAY0VVQ69WJ+YkjgkZ0tCH2Bgl4W/H229t27Xp71y547TWdg8MZjeYXijoEYNklEUmS//rXv9566624uDgb2dkcmQzOn4cdO2D3blMl0/l8+PBDWLQI+HxozesfgUA8XgiFwqVLl7799ttr1qxZs2aNrD6xMwAAyABCAeIBRgLEA7gD/COX886da6UcbhN+/RWuX3/4soWa4bdu3Tp69Oj+/fsvXrzIsmzDXQGNW2oA9qtUyqSkpKQkc21oTFRU1Oeff94B4e5vvAG//vrQ7xfHoboaLK17PHMmzJxpddMQiC7JmI7PMo1AIEyj1qtf2/ta4v3Ez578bFrktI42x64gAW8rjh93MzxhGFKheArgKQANwFmAQwCHAe6a7h4eHj579uwXX3zRPk5NBQVw7RqcOwdnz8KNGy0Wh6tnwgT45ht0exqBQJhCIpEsX778nXfeWbNmzdq1axvK+ByAHICfATCAPgD6u3cznnjC19d30qRJkydPHjx4cOsBlr6+jQT8lSugUBhittVq9bFjxw4fPnz06NH8/PyWBtgPUA0QDPAkQCDAaUvvsAIAwDoAjMPhDBjQ//XX+774YsckAHdxaZSehGHg4kVoLR8yAoHocjAsczn/8oW8CzRL93bvHekV6Sf262ijEIgOQKVXvfq/V5PykwBg6YmlJEH+q4+F1U+7MkjA2wS9Hmprn262mQ8wGmA0wDqAHICLAAkAlwBuAdQp5qCgoHHjxs2YMcM+7pdyOUybBteuQWmpuV3Cw+Hbb2HkSFuahUAgHiGkUumKFSvefffd7777bu3atU3yHrMAqQ+eFxQUrFu3bt26dV5eXlOnTp0zZ05oaGiL4/r6Nnqp16v++We/RvO///3vyJEjSjM8wBMA6mPZwwHaEJ4U0afPG1lZpFZblwNvzhwYPx527LB8JAAAUKmgrAwoyuKbo83z/50/jwQ8AvEocbvs9t/pfx/IOFBSW9Jwu7ODc6Rn5EC/gf/q/S9nB+eOMg+BsCcN1TsAMCyz6NgiDMMm9Z7UsYbZDSTgbcLZs6Re72SySRBAEMBLAABQKxYX9OhBxcd7jBjhHhoKbShjSdNQWgpubpb1EokgMRHMrAnq4QHLlsHrr6PUQggEwmLEYvEnn3yyYMGCn376adWqVcXFxSYaFxcXf/vtt2vWrHnqqafmzp07duxYIwvyTQQ8wPopUxa26j7UAqmtN3mIt7f31KlTX3rppSgHB+je/eEOtbrVDPZGiI+H7GyoqABDXaX4eDh50rIRBg0CDIOGAQL1VfoQCEQX50T2idUXVt+puGN0b5Wq6nTO6dM5p9dcXDOh14RZMbNCXVu+74lAdH1UetXsPbMvF1xuuJFhmSX/LBkSOMRdaL883x0IEvA2oaIC4/FqtVqRec1FMlnPpCRISoIvv6zb5OwMXl7g7g4SCZAkiMXA54NA8LAPw0B5OZSVQXExlJbWLdukpDS/pjUFhkFMjKm67gYiI+Gdd2D6dGiWcxqBQCAsQCgUvvfee2+99db27du/++675ORkE41Zlj127NixY8cCAwPHjx8/fPjwqKgoqVRaUltyIuuEqDL5OQAGw246Emf52FkcO0ezWA3DUqyJMQEgJCRk2rRpERERhuzHAFBdXZ2enn779u2MjIzs7Gyjq/dOTk59+vSJiYkZP358fHw8YbiR2XyxPSbG7DfjAUVF0NDP3+StDeO4uUFwMGRn1710dwcfH4sHQSAQnYxSRemKkyuOZR0zp7GG0uy4uWPnzZ1DAod8MuKTEBcU5YiwDlpKy+N0FgFgWHtvot4BgCTI9ePXPybqHZCAtxFTp2pv3ly2aVMejs9g2edYVtB6n8ZUVUFVFaSlWdaroMAyAQ8A/fq1KOA5HBg3Dt5+G0Y8dskdEQiEDeHxeLNmzZo1a9aFCxfWrVu3d+9e09ndc3NzDa71HA4nIiKiRlQD40AkZb5b6JfvzKGIurx3YgAnmtWV6LT3tdp8rTZfqyvVwQM57+vrO3ny5GnTpg0YMMC0eRUVFSUlJYWFhSUlJTKZzM/PLzAw0M/Pz9HRsWlF94ZB+AbaUAzP1RXuNFhba4OAB4Dp06GyEmJjITYWpSdBILo6DMvsuLnj63Nf12prLerIAnu54LKIZ+YCEgJhhP+l/e/z058DgFwjZ4EFAEfSsZtzt27SbsHOwcEuwUMDhzqSjvY3rInnfD08Du/H5358otsT9jepo0AC3lYsWbLos89IDw8PhQKOHIEjR+DwYQtCzdtGYaHFXZpcbeI49OkDw4fD8OEwbBi4uFjLNAQCgWjKkCFDhgwZUlJSsnPnzr/++uvSpUuMyZoWFEUlJyfz/Hk+4FPLx2v5Tf3VMQLj+fB4PjwYBABAy2jnMuexwWOnjJkSERFhplWurq6urq6G2sgAoFarW4yoLysDHH9Yh8Pg1GQpTX5na2pArW7kcGUOK1ZYPC8CgeiUpJWmrTi14lrhtbZ1nxox1cPRw7omIR4rnHhOMk2j2jEKnSK1JDW1pC7azIHrMDd27ux+s7mE/Ypbm1DvPz3307Buw+xmSWcACXhbIRAISJIEAEdHmDIFpkwBloVr1+DwYTh7Fi5fBoXC+pMWFFjcpW9f8PWFvn3rHrGx4IxyoCAQCDvi6en5zjvvvPPOO0VFRXv37v3zzz8TEhJMtGfU5hauJMSETCzbge3Iz8yfwpsyOnQ0B7fqWe+332DdOkhJgeRkuHYNKitBLLZ4kOalRoqLISjIKgYiEIiuxYpTK7Ze38qwLf7KRXtFj+85Psgl6GbxzZSSlJTilHJlef1eLsF9Y8AbdrEU8cjiI24lCEulV31z/ps9aXuWjVw2JGCIHUwypd4n/DQs8PFS74AEvD3BMOjXD/r1AwCgKEhNhUuXICEBUlMhI8NUxXXzacMKfLdu0HKVJQQCgbAf3t7ec+fOnTt3bnJy8g8//LBt2za1Ia9bY8wX8HXtWeZ87vnzuef9Jf7vDnl3XI9xGJhdbb5VRCIYMgSGtOMKJjQUwsPB1RVcXcHNDTw8DMXwEAjEY4ibg5tR9c7BOf/u++/pkdP9Jf6GLQbhxLDM2Xtnf73666X7lwBgbPexaPkd0U58nMzKopJTlfPy7pfHhI356ImPfMUWRvBaglwrn71ndnJR06Q5j616ByTgOwoOB6KjIToa5s4FAKAoyMqCW7cgMxMKC6GwEEpLobAQKipAozE1DkGAmxu4u4O3N3h5wfDhdrEegUAgbElMTMzPP//89ddf//777zt37rx69SrdIL28pQK+nvs19+cfnP9D4g/zBs17pvszVjK23SxaBIsWdbQRCASiUzC73+wdN3cUyhstyER7Ra8cvbK7a/fm7XEMHxE0YkTQiDsVd3679tuMqBn2shTxyOLEcxKSQqWu9WqsAHA08+jJuycn95n8n4H/8Xbytrox5cryWX/NyijPaLK9znP+sVTvgAR8J4HDgZ49oWdP43tlMtDpoLZZHhMHB3B3b1q0yMyacAgEAtHJcXZ2XrBgwYIFC2pqak6fPn38+PGTJ0/m5eV5enp6JHv4e/qH+IcEBwf7hPooaEWZoqxAXnCz5Oad8jsUYyolXmZF5rwD8xLzEz8d9amtD0FP6w9mHEwpSSmuLQ52Dl44bKGtZ0QgEF0aHof34bAP3z74tuGlkBS+P+T9GdEzcKyVEpXdXbt/Nfor2xuI6KToaN2u1F3Xi66vemZV+0fr79tfT+txDBfxRBRDFcgKcqtzVXqV0cZ6Wr89Zftft/6a0mfKf2L/4yXyar8BBgpkBTN3z8yryWuy/fGMe28IEvBdAENMpaU13hEIBOLRQCKRTJw4cdy4cTKZTCqV1pVwawEtpb1ddvtq4dX/pf0vsyKzpWa2vm1Ps/T+2/vXXlpbIKvLTVLhVWHTGREIxKPBMz2e+f3678mFyeN6jFv0xCJPkWdHW4To1Bik+09JPxXXFgPAzOiZkV6R7Rzzl0m/NN9YXFt8Me/if8//t2HahXr0tH5byra/bv31fPjzbw58s/0yPrsye+bumaWKpgnAkXoHJOARCAQCYU80lIbP4bferq3wOLxo7+ho7+jX+r92o/jGrpu7Dt452MQVsK9P31Eho2xkAAvs8azjqy+szq7Mbri9+VUIAoFANAcDbMWoFRpKE+0V3dG2IDo1Kr1qb9reH5N+NEh3A79c+2XduHW2mM5L5DW5z+TRoaPXXFyz5cYWmqGbt9HRuq03tu5J23Ph9QsSgaRtE9EsveX6llXnVzVf83fgOmyYuCHOP65tIz8yIAGPQCAQCJuj0quOZx3fn74/oyzjwhsXCNzUKrq1iPKKivKKWjxi8a/Xft10ZVO9jLedK/uN4hufnfrsRvGN5rvKleUMy7TqB4tAILoiNEunl6VfLbw6M3pm+7/mPd1aCKp8pMmuzL6Qd6FKVeXh6DE8aLiZqdQeT26W3NyVuutA+gGFrmlRq6OZRwvlhbZ790Q80ZL4Jc9HPL/i5IrmaeENjAkd02b1nl6evvj44pTilOa7JALJr5N+bb9/wSMAEvAIBAKBsBVyrfxC7oVTd08dzz5er5/P554fHjTcbjYISeG8QfNeinpp45WNv137bVi3Yf18+ll9ljJl2dqLa3el7mqp/hPFUJWqSjchioZCIB4RGJbJKM9IuJ+QcD/hauHVWm0tAAz0G/h4yu/2k1yU/NmpzwzPMcD6+/af0HvC02FPO/GcOtawToJSp7xRfON60fWjmUfTy9NbakYz9OZrmxePWGxTY7q7dt/2wrZL9y+tubjmWuG1hrsInHhr0FttG5ZhmXcOvHO36m7zXR6OHr9P/j3UNbRtIz9iIAGPQCAQCCtTriw/kX3iWNaxhPsJzVPK7bu9z54C3oBEIFk4bOG0yGlWH1mpU265vmV94vqWEvwYcOI5yTQyJOARXZQLF+DoUaishMpKAACl8mH5W7EYHB1BJAKRCDw9ITAQ/P3B3x+cnTvQXhuSXZmdcD8hMT8xMT+xRl3TZG9SfhIS8G2jYQE8FtjLBZcvF1xecXLFqJBRL0e/3Nenbwfa1iHQLJ1dmZ1SnJJSnHK96Hp2ZTbNGvFab4Kb0K2+1qCtifOPi/OPu5B3Ye3FtfVl3sb3HB8oDWzbgDiGLxu57OXdL7PANtzuL/H/Y8offmK/dhr8yIAEPAKBQCCsQ4Gs4FjWseNZx5OLkltaiAaAE3dPKHVKISm0p20GrHj6pxjq7L2z+9P3n8w+qaFaLPjpxHN6tf+rM6Nningia02NQNifpCRYudKyLk5O0LMnREZCZCREREBkJIi67Jcgtzr30v1LifmJSfeTKlSmElIm5SfNipllL7seKYze39RS2kMZhw5lHIrwjHil3ytPhz3NwR9l8VKjrjl973RGWUZqaWpqSarp+8JNcHVwfWPgG9Mipgm4AttZ2JwhAUOGBAw5l3tu3aV1N0tuzhs0rz2jDQ4YPKH3hL1pe+u3DPQbuHbcWnT7uyGP8ncAgUAgELaGZumU4pRTd0+dzjndvFKrUdR69bGsY5N6T7K1bTZCppGtT1y/J21P88W3hgi4gpnRM18f8LqE38ZQQASi8+DiYnEXuRySkiDpQZAsQUD37jBkCIwYgcXEYIYKO52ZKlXVpfuXLuZdvJh3sUlhdhNcKbjCAosBZlPbbMTFvIt9PPqI+R3zvzGt0G6W3Jx/cP5Xoq9m95s9PXK6TZOhdiBFtUXvH37f0l7uQvdX+786PXK6naV7Q4YFDhsWOCyzIjNAEtDOoRYPX3wm50y1utqJ5/ThEx++EPFCF/1C2Q4k4BEIBAJhMVXqqss5l8/dO3cu91yVqsr8jk48p6fDnu7h1sN2ttmUS/cvLTyysGHK3+bgGD6x98T3h77vLnS3m2EIhE1pg4BvAk3D7dtw+zZs3EjguEt+vt7b2xqWWRWKoW6W3byZfvNc7rn0snQTnkQtUa2uzqzI7O7a3Rbm2ZQCWcGb+950JB2XjVw2JmyM/Q1wcXAhcMJobvN6SmpLVp5e+fOVn+fGzn0+/HkuwbWbefYh1CWUg3Oah54ZBcfwQf6Dng9/fnTo6E7yVoS5hrV/EKlAunjE4pPZJ5eOXIpOo0ZBAh6BQCAQFrArfdeh7EOZVZkWXdo6ko7Dg4Y/Hfb0iKARPA7PdubZDi2lXXV61W/XfmsSm9eEaK/opSOXRnhG2M0wBMIcaBoSE+HAAThwAL78Ep56yrLurq7WNCYwkHbrfP6wCp1i7I6xSr2y9abNcBO6DfAbMMB3wEDfgSGuIVa3zQ4sObFEpVep9Kq5f899KvSppfFLTZTyplk6pzLnVtmtO+V3MisysyqzFj2xaGz3se0xAMfwzZM3ExhxNOvowYyDJm4NlypKl55YuvHKxnmD5k3sPZHA7FHWxD5wCW6IS0ir7mw+Tj4Tek2YEj7lUQ0Ln9hr4sReEzvais4LEvAIBAKBsIACeUFGpVmu8gDg7OA8KnjU6NDRcQFxJEHa1DBbs+DogrO5Z0008BR5vj/0/Qm9JiBnP0QnobQULl+Gy5chKQkuXwaZrG77gQMWC/jmK/ACAfD5oNWCyoIo3Tri4vQAnU50OZKOXo5e2dXZZrYX88UDfAfE+ccN8h/U1ZNj772999y9c/Uvj2cd/yfrn2CX4IF+Awf4DvAR+8jUsmpNtUwjK5QVppamppWmNQnPzqzIbKeABwBDfe+BfgMXD1987t65PWl7/sn6p6XMbQWygg+Pfrj1xtavRn/Vdb26mtPTrWdzAc/BOX08+kR5RcV4x0R7R3s7dT73FYQdQQIegUAgEBYwyHfQzvSdptt4ibyeDH1yTOiYfr79Hpm1kX9H//t83vnmfgc8Di8+KP65Xs+NCBphu+xKDMsUygsf1cUWRHuorobiYiguhqIiKCmB/HzIzYXcXMjLA7nceJdDh2DdOstm6dYNbtwAV1dwcQF+4+hjmga5HGQykMshLw/y8uD+fcjLg/R0yMgAvd7IaJ1TwANArE+saQHvSDoO8Bsw0G9grF9sT/eej8bvW42mZuXppikKWWCzK7OzK7P/vPGnOYNkVmRa0SQOzokPjo8Pji+QFfxx/Y9dqbsMVfqak1qS+tyW594c+Obc2Ln2vE3MAivXyBU6hUqnUugUpYrSEkWJVCB9rudz7Ry5h3sPuA0YYAHSgEjPyEivyAiviF5uvbqo8xrCFiABj0AgEAgLiPaIJglSR+ua7+rp1nNE0IhRIaMivCIevVXo/j79Z/ebvenKpvot3aTd3hz45ujQ0bbOMM8Cu/zk8gPpBzZN2mSLIvaIrkJhIaSmwq1bcO8e5OXVqXSFwuJxioshORnvbkmYNpcLkZHGdxEESKUglQIARDSOHdHpIC0Nbt6E5GQ4dw5u3gSGAagT8J0xCVmsT+zWW1ubbCQJMsYnZrD/4LiAuHDP8EdDtDekUl3p4uBSra5uzyBZFVnWsqchvmLfj4d//E7cO7tv7d50ZVNJbUnzNhRDfZ/w/dHMo1+N/iraO9qKs6v0qruVd7OrsrMrswtkBVWqqhpNTY2mpkZdYzQ/fH/f/u0X8GO7j43yiurh1sORdGznUIhHFSTgEQgEAmEBfA4/xjMmsTCx/mWsf2x8UPyIoBGPvFPfu0PevZB7Ib08HQNsetT0j574yD4pf78886VhEWz6zunvxL3z5sA3Hz0JgWiOXA63bsGtW3Wi/eZNqLIgX2QrHDpkmYBvGyQJ0dEQHQ0vvwwAUF0NFy5AcjLj42Nxcjj7EOURJeAI1JQaAMJcw4YFDhscOLi/T/8OTO5tB4KlwQdmHlifuP6npJ/MTJ/WnPs19zWUxkbJ4YWkcFbMrGkR07albPsx6cdKVWXzNtmV2Yn5ie0U8Cyw2RXZlwsuXym4cr34eoGswKLuRu8vWIqXyMtE9gEEApCARyAQCISlDPQeWK4uHx40fGjg0AG+Ax4fvz6SIFePXf3a3tdWjFwxPGi4fSZdc2nNL1d/MTynGXr1hdXnc8+vemaVj5OPfQwAgGp19a7UXRRDKXVKNaXWUbr6QlMYhrk4uLg6uHo4ergKXb1F3o+21LEdLAs5OXDjBqSkQEoK3LwJubk2mQjDICYG/PxM5WK0EVIpPPssPP00U2OqAmNHwsW5r0S+4ufqN6zbMA9Hj442x36QBLlg8IJnuj/z0bGPUopTLO3uJfIKdQmVa+U2re7G4/D+3fffL0S88EfyHxuvbJRpZA33hrqGvt7/9TYPrtKr5h+cf63omun6oKYpVZR23SKCiC4EEvAIBAKBsIxpvae9EfsGj/e46PaGhLmGnZx90nax7k3Ye2fvj5d/bLLxSsGVcb+Pmz94/hPdngiUBtrBjAplxdfnvjanJYERoa6hfX36RntHx3jHtL8g8CPP4cPYoUPC9HQiJaXFkHWrEBgIsbEwfDiMGwc+PqDR0G3wvX8cmBk+09W6Ofe7Dt1du/81/a9L9y9dyL1wteDqzdKbRou64RjeTdqtj0efcM/wPh59urt1d+I52c1IB67DmwPf/Feffy0/ufxo5tH67fPj5hN4212THLgO14uvt0e9A4CO1lWpqlwc2l10EYEwCRLwCAQCgbCMx3x5wW7qHQBGBIzYn70/vTy9yXa5Vv7pqU8BwFPkOch/UF/vvj5iH18nX1+xry3SOPG55q6q0SydUZ6RUZ5h8Pn3cPQYEjhkWOCwwQGDpQKp1Q2zKU3yqzs6AtcGhZb37sU2b7a+z4KHBwQEQEAA9OwJ/frBgAHg8RgtJyPaDo7hQwKGDAkYAgAqvepa4bVbpbdohhbzxRKBRMKXuApd/cR+HR6e7SZ0Wz9+/bGsY8tOLCtXlvdy7zU6bHQ7x4zwjDiTc6adg5QqSpGAR9gaJOARCAQCgeikSPiSbc9vW3py6YGMA0YblNSW7E3buzdtr+ElBpi7o3tDDa+hNBfeuNDOmw5t9oovVZTuubVnz609OIYPovXemQAAIABJREFU8h/0x5Q/2mNGO9FqoaICysuhtBTKy6GiAioqoKwMamqguponk3FrazG1GpfLQa83nhmOywUXl7pM7K6u4O7+8KXBH8XJCUZbKCJiYmDz5jYekZdXnUr39gYfH/DwAB8f8PSEwEAQoDgGRLtx4DoMDRw6NHBoRxvSIqNDR8f6xX559sunQp5q/53lcI9w0wKeJEgJXyIWiKV8qZgvduQ5CrlCISk03N3wEHp4O3kjtyOEHUACHoFAIBCIzosD12HNuDVPdHti+cnlCl0rTs8ssKWK0iYbi2uL21l/TsBprxxkWMbMxHsUBdXVwOEAANTWAkUBAAQFWTadRgOvvgq1tVBbC3I51NRAWRnUGq9CZQAHwFsdVq+HkhIoaTlNVa9ekJZmmalRUWbFohMEBAdDRASEh0N4OPTuDf7+Tcu5IRCPIWK++KvRX1llqAjPRkUUhKQw2is6zDUs2CU4xCUkxDlEIpBYZSIEop0gAY9AIBAIy7h+nePsjLm7g1gMTvaLfLQTNF23NltRAZWVoFYT5eV8hgGdjuPgAFIpODuDszNIpUCSD92qRaI6zdkGGAZkMgAAkgSh0Hibib0n9vPtt+DgguvF1y0dv0he1E4Bb2ZiKpYiWb2AUTsxej6r5zNqJ1YnYCkerRaxekHVvfhFV+v80uVy0GhAoYDaWtBooLYWVCrQaqGmhsuyTcOPMayu9pj5cLmwbRuwHZCmzWIiIliCALpZoLGnJ4SHQ0QE9O4N4eHQqxc4OHSEfe1AT+uVOmWtrrZWW6vUKZU6pUKnUOgU1arqKJeofmJUEBHRuQj3DHcXukd5Rw3wHdDft39P956o3geic4IEPAKBQCAs44UXxNXVdc6KOP7Qo9jFBdzdwdOzzpXX3R18fcHDA0jrB2W3F622roz2vXtQVAT5+VBSUve3oqJJWxLA3AMQCiEoCG7etMyYvLyHK8w+PhARAREREBkJffpgnp4Pm/mJ/XZO2/lD0g+/Xv1VrrUg3VmhvNAyg5pB4MS2F7YJSeHqFb4VpaRahWk0WK0c1+uw2lpQKFmdFlPWthIg/jfA322anWWBYQDHIbsy+73D78m1cpZlAUDP6Ll43aQcnCMkhQBAEqTB4Z/D+1mvsfcnr/6WgYbSFMgK8mX5BbKCcmV5mbKsSlVVpaqqVFdq9BotrY3zj/t+/PcAIBRCSAidlUWEhUF0NERFQVQUREZ2pZD1+zX3vz73tVwrV+lUakqt1CnlWrlKr9LT+pa6LIxd2C8QCXhE58JN6JYwJ6GjrUAgWgcJeAQCgUBYAMuCXP4w1JBhoKwMyspMdfHwAE9P8PWFwEDo1u3hQ2Jfb0S1Gg4dgp07ITERCgttsjyrVIJWa3GvhquvhYVQWAhHjhhecZydXeLiYOhQGDIEYmKAzyfmDZr3n4H/uVl6MyEvITE/MbkoWa1Xmx6/SF5ksU3NGOg3EABOHoL799s/mMXQNOA46GjdrdJbZnZhyBrQuNvUquYUy0smbH2zWF5coWp6H6gJDStg/fGHPCxMJJFYfEl2p+LO3cq7huc6WqehNAAg18gphlLoFDpa1/CzwbCMjtYZnCm4BJfESK1Oq9ApPnziQ0H7Iua1lPZI5hGLurQaDIJAIBCIlkACHoFAIBAWoFBgzd19TVNaCqWlkNKstLCzMwQH1z26dQM/P/D3h4AAK+ff0mrh1CnYvh3277dtmS4DbQhLNuEfXlWFHTwIBw8CAHA4EBYG4eEQGUn06RMdHxo9O/o/OEefWZGZW5NbKCsskBcUyAoqVZWGvoYlUBFP5MSvi3PQauH+/bpHaSksWmSxqWKxxV2sguEtsqhGFM5Tmv85JUlwdGRFIkYiwRwccKEQ+Hwjn0O5HMrLoaycKSundRojHgdKvTK1JNWcGSmGqn8eFEQ7timl9960vZuubGpLzwbMGTjHXdyuOx0OpMXO/SpK1XojBAKBQBgDCXgEAoFAWEDD5fd2UlUFVVVw5UrT7W5uEB4OMTEQEwPR0RAWBnjr+cWMDL5hA5w+DRcvNioGZmvaIODNvCFCUXD7Nty+DTt31m3BMPD15QYF9fb37+3qCh4eMMwDhMK6oHqlElQqKC2FPXtgXSEUFjbNvvbWW2CpbuyolAd1At6SeFScpwAAnF+L85QYT0E4yAjHKlxYGR7k/vzAeFdXcHMDDw9wcwNnZ2BZtVKpBABHR0d+a//CcmVl7I+xrJ5PqySM0plWONNKKaMVAgAhMJUoryF6pkX3cvMxWqPbUnS0rp0jGIIXLEKpV7ZzUgQCgXhsQQIegUAgEBYgl1supi2kvBxOnYJTp+peCgQQFgZxccSnn1owCIbBkiXmamMrYt0VeNOwLOTnQ35+G7vn5EBEROvNGmLdFXiBAAQCkEhAIAA+H8Ri4HBYPl/H55MSCVbfhs8HggAAsKgYnteb03GekTs3Lw557z+x8U02qluJQmiEq9DVgeugAhVHXALillPSm6ThCnybscogOqbdAp5ruYDXIQGPQCAQbQQJeAQCgUBYgKsrs2SJUqvl19YSNTUgk9XV1q6oMF2mq+2o1ZCSAq6ulq38S6UQFQXXrpnbniDAw6Mu654hJ5+Hh0Fb6nQ6rZMTIxAIOBzS4DVQXV1XosxQ5EwuB5oGjQbUaoiOtvDwACQSeP11AICCArh5EwoKLB6hbbRBwNevwDs6Ao8HYvFD7c3jgaMjODqCQAAiEYhE4OAAQiE4OYFAAEJhozYkaTwDgl5PyWS1EomEYyynP4/DM6TTF5LChmJeQ2m0lBYA9IzeEPWt0CrAmHoHAD9JuxLyAwAGmJ/Y707FHUs7SvgSV6Ern8MnCbK7W/d2mgFWWsbXUe0V8FyCyyW4ACDkCkU8kSPpKOAKhGTdcyEpdOA6GGplG14KCIED29VS6iMQCESnAQl4BAKBQFiAmxvz9ttqkYjD4zX1Z9bpoKwMioqgtBSKiqC4GIqKoKgICguhuBhKm5YnbwqPp3ZyqhaJang8NZ+v4nK1AECSWj5fBQBPPcWqVAoME3K5zgB1Yp4gRBjGIQgJhhEEIQYgCOKhk3d8/EMBz+OpeTy1SFTD56vEYm1UFHh4CLy8+D4+4Ofn6O3N9fQUE4QR5wK1mlYqtQDg6MizUdltHx/YsOHhy6oqSEmB69fh/Hnm4kUoL7eVy0NOjsVdNm2Cn39usdadrfESeZ157YyZjTWUpkpVVaYsq1ZXVygrDAnh78vuB0ktrClvDD9JiwJeIpB4CD18xD6+Yl9fJ19fsa+Pk4+b0M3FwcUiDwJzsM4KfLtd6AEgbX6a+QEOFEXV1NS0f1IEAoF4PEECHoFAIBDWgSTB1xd8fY3vVavV9+7lFxUVVVXlK5UFGk0py5ZzOKVicZlUWi4SVZNkKwncy8uhvNwcQ3CCEAPAlCkwdizj6ChrtUNJiSE+HCcIMY47EITTg4cUQMqyYhx3YdlAmvbj8YI5HNvmNnd2hhEjYMQImDePlslk5eXSpCTi8mVITYXU1LqK8Vbh3j2Lu7Qt11qHwOfwvZ28vZ28bTG4v9gfADwcPYKdg0NcQkJdQ7tJu3mKPL1EXoY07/ZheuT0IQFDFDqFiCfCAONxeHwO31BRz1BOT8AV1Ffaq8fgp6DValUqFQ54oFtg+y1B5bIRCATCbiABj0AgEAgrwzAKjSZDo8nQaLK12ruGB0WVAYBUClKpzeen6WoAwHFLBSdD09U0Xa3XGymcXlVV94QgnHi8EB4vmCQDSNKXy/UlSW+S9OdwPDEbyJjQULZnT5g1q+5lbi6kpkJmJuTkwN27kJMD+fmg0bQyiIsL+PiAv//DR0AA9OhhdWMfF+bGzn1n8DuOZAffz4jwjIjwtDAK4gEajUaBK8DC3P4AwDAKlm3quo/jTrb48CMQCASiOV1AwJeVle3YseP69etyuVwqlfbr12/atGli8xLptKcvAoFAIMyBZSmNJl2luqFW31Cr0zSaDJ0ur6ONsiE0LVepklWq5CbbMYzD5XqSZABJ+nG5viTpS5J+XK4PSfpxOB7WkjeBgRAY2HSjIQ1BeTmUlUFVVV1ouoMDSCTg5AR+fg8rolFUlV5fpNPl6/XFOl15SdMUbBiHI9Hr9Xq9AMMcCMILwJ0gJByOM4bxrGJ/R8GyOoqqoKhKw4NhlAyjpGk5w9SyLEVRlF6vBwClkuTxXHFcgON8gpDiuIAgnDkcZw7HmSCcMazuqkkiMBbB37lhGDXL6hvGmACwDCPT66swjKJpGUVVGB56fSlFVdF0Vf1fhtEAUDRtVpYLHHcwfFoIQoxhBEFIMIxLEI44LiIIEY6LMMyRZXuLxVNtc6AIBALxiNPZBfy9e/c++ugjlUoFABKJpKys7PDhwwkJCd988427eytOjO3pi0AgEIiWYbXaDIXiulKZpFReVatTWbYV7/fHAZaldLoCnc5oDjqcy3XncDxI0pvDcSdJXw7HkyT9uFxPLteDIKQGn/824+oKrq7Qs+fDLQyj1usLdLoCrTa7sjJLq83WajO12hyGsSDfelnZw+ccjhuX602SflyuN0n6kKQ/l+treILjHRQT3wyW1Wk06Wr1bbX6ll5f+ECRllFUhZni0zRcrief34vP7yEQ9OHzewgE4RyOa/uHNQrDKPX6Mooqo6hyiqrQ68soqpSiyvX6coqqoOkqAGAYFcPUffVoWgbQ1noGVoVhVAAqADA4whhFKJwGgAQ8AoFAtIXOLuC/++47lUrVr1+/t99+WyKRlJeXf/XVV1lZWRs3bvzkk09s1xeBQCAQRpHLf5DJVjGMvKMN6Vowen2JXl+iVqe00ADncKQEISYICY474LiQIJwwTKjTMSqVC0GQOO6IYU2DmRlGzbIalqVpWs4wcppWMoySosr1+mKKqrDuAVBUOUWVG7Ufx4VcrjuH48nlunG5XlyuH0n683gBBjcEDCMtmohlVTTNAmA0beQzxjBKltUxjJZhVCyrp6gSnS5fpyvU6wu12rtabTbLWiGvW0sY/om1tafqt3C53gJBhINDJJ/fm8cL4HJ9uFwfHDcdBs/SdA1F1dB0DU1XazSFCsV9tVpG02UUVf5AqFdYdKuly4Hjoo42AYFAILoqnVrAZ2ZmZmdnu7i4LFq0iCRJAHBzc1u2bNkrr7xy9erVyspKFxcXW/RFIBAIREtgmNCK6h3DeByOK5frxuG4EoSUIKQcjoQgpAAYjvNxXFDfkqZptVrt4OCA4zgAGFQrPIjIpWkZy9aFvtN0DQDLMFocr/P6JggxAE4QTjguMGhjhtGxrAYAaFrBsnqDLKRpGcvqaVpO09U0LadpOctaIUG3eTAG1+7mOxQKe5nQVhhGqdXe02qN5sTD6sMKSNKXICQPHk4Mo6aoSpqupKgqiirX6QopqkynK2CYTn/ADdDri/T6Irn8aMONHI47QTQJj2cpypB3naFp6+Uh7LIgAY9AIBBtplML+BMnTgBAXFycQYEbcHJy6tu3b0JCwunTpydPnmyLvggEAoFoCT6/n6VdcJzP4wWTZBCPF8jlepOkL5dr8B73NN91XK/Xy2QyqVRKEPbLlcUwqtraPIUij2EqORw5yxY+SMuXTdOoDpY5sHp9sV5frFQmdrQl9oOiygwpGxEtgQQ8AoFAtJlOLeALCwsBIDIyssn2iIiIhISEggKjcYZW6ItAIBCIluBwumOYA8uqWmpAkgF8fg+BoBef35PP787jBXO53vWV27sWOO5AkoE8nhsAODo68hsUgqdpmU6Xr9Pd1+sLdbpCne6+IeZcp8tjmBbfHASiC0EQIkMOP4KQYBiBYVwcb+JZYPhes/WvGUZlyIhhcIphmFqW1VNUDcvqGEZZ3wwJeAQCgWgznVrAV1VVAUDzpPESiQQAqqtbTI7Szr5NUKsti0NjmLosMgaHT4v6th+WZSmKsvO8LFt38mYYBh2yfWa3/yHXgw7ZPrAs27bfED6fj2FmqWWapnU6y1zE9Xo9hnF4vCiN5pJhC4ZxebxefH4knx/J50fweOGN01wDRQFFtVblzDxrAUCj0Rhc6O2GITk5AOh0uvovPgAAkADBJBlMkiBsnMSNpqspqkivz9frCymqSK8voKgyiiqmqDKaLmdZ2n7WN4AgXEgyhCS7cTieXK4Ph+NFEG5NPL0Nokuvr9brVQwjw3ElQC1FVVNUKUUVU1QRRZU1VGudHowgXDgcV4JwIQgXgnDmcNwIwhnHJQQhIggnDHPAcQccF1OUVqutAgCSJHGcpelallUyjIZhaiiqimGqabqaoip0ujt6fV5H/QfrDgkjCMIVx4U4LgYAgmiaHIFlCYJoXR7TtJJluTguJAgRlyvGcTFBiDkcd8N7xeG44rikedqF9sEyjIymZRQl1+slWq2WoixLWIDjOI9nbjUEnU5n+NGwwL4HX3D7/+DTNN0hJ5r6S9bH85DNPFdaC5qmWZZ9rA6ZoqiOPWRNq0VWrU2bD5nL5XI45grzTi3gKysrAUAkanoecnJyggcS3RZ9m6BSqRpftJkLTdNKpbL1dtZGp9NZelFuLTrqkPV6ff1Ftp3pqENmGAYdsj2n7kKHzOPxzBfwbTsugeBJHHfj8fryeH1JMgLD6talWdZQkNyG71VH3cQBy35aSYBADAskSSAbZ3BjWZphymm6hKJKaLqYpktZVkb/P3t3HhdV9T5w/JkZFpEdQUFBBVQ0cTfNMteyzHDL3dRvmaaV5Vbqt8yyxa1Nczf7aolbmlsW5q65JJpl4r4bqCiKCCjLzPz+uL+maRC4AwPD4Of96tVrOHPuuecZzz3wzL33XH2ywaD8d9tovGswpBoMKQVbUVyr9dBo3HW6QCenICenYK020MmpspNTFWfnMK32Pk8+y5ngaDSSs9tm/c/S66/q9QnZ2fF6fUJ2doJef0Wvv2EwJOn1iQaDHe/u1uh0FZydw5ydazg713J2jnB2rqHTlRPJ6+seo1H0+v//EFxcQpRCg0E0GtFoRPmmKMe/YEZW1umsrNNZWXGZmXFZWceysxNsF4VWq/VzcvLXav202gAnpwCt1k+r9dPpymu1yncQ/lpt0a7gYzQqX7qJSKaIzf+WcBbxF/HX6Qryh7Wzs7P6BD4jIyMjo4BPx7DLhG/H/dpx13YMWXlMVfEj5Adh1wXYr4eHRylJ4BU5/xJV0mk1X9wWZlsAwH15eb1m7y44Ko1Gp9MF6nSBuWXIJkZjhtGoLDKfYTDcFcn4uzzTYEjXaLRarZeIaDRuGo2rRuOq0ZRVSoq4/85OTiFOTiG5pFGZ2dkJ2dnx2dl/6fXx2dnxen28Xh+fnZ3/0nQaTRmdroJOV0GnK6/V+imFWq2LRlM2R00PEZ1W66bRuGq13jpdkE5XUaerYOvTxbn109XFJdLFJVKki1Ki19/Kzj6ZlXVRr0/Q669mZ8cbDIlG432+f9FqvTQarUbjptV6aTReWq1y3ttfqw1wcqqg1frrdP4OerMJAKDYlOgEvly5cvHx8Xfu3AkKCjIvv3Pnjoj4+fkV0bYWPDw8rDoDbzAYlK+4nJyczG+YLB5paWnOzs4u+f5taFNGo1H5qkmn07m5ueVb37bS0tKcnJzUfytvE/YNOT09XafTFXPIIpKamioPUsimf2WtVlu2rGUWUdQKHLL6C+ScnJw8PDzyr2fGdBa6TJky6r8qtgmLVeiLTVZWlnIez9XV1dm5OFLEv3k4Zsh+IpE5S/X6ZL3+hl6vXG5wW6+/pdWW1Wr9nJzK/X19u5fY71/ZNLALFLKHSEiBd638zWDHf2UXF5di/ptBCdnNzc3aBSmt+ojKlClj7T9lenq6cuWttRNj4WVkZOj1+uL/RXP37l3lRoMHJ2TTv7K7u3sxX09OyMXGEQe2VfNViU7g/fz84uPjU1Isn1eklPj7+xfRthas/QNar9crCbxWqy3+BD49Pb34vzgwXWBMyMXj7t27xR+y0WhUEvgHKmT7/ivrdLoi3W8B4jIYDEqeY9W1rDaRlZV19+5dV1fX4lyFXkSMRqOS5zg7OxfzMFBCdnFxKebvSoom5ECRwHwr2TFk08Au5n/l7Ozs9PT04g9ZROw1sE0hF+k3Ys7Ozta2b7pDp/gnfOW+2eLfr+lGhgcqZCWbVb9ejK1kZ2cbDIYHKmRlpYPiD1nJosWamwptpXhCLtave61VsWJFEYmLi7MoP3bsmIhYnFq34bYAAAAAAJQ0JTqBf+KJJ0Rkz549prUERSQzMzM2Nlar1bZp06aItgUAAAAAoKQp0Ql8REREeHj41atX58yZY1p8burUqenp6U2aNClfvryp5saNGzds2HDmzJkCbAsAAAAAQMlXou+BF5Fhw4aNGzdu06ZNe/bsCQkJOX/+/L179/z8/AYNGmRe7X//+19mZuaAAQOqVatm7bYAAAAAAJR8JfoMvIiEhYVNnz69TZs2zs7Op0+f9vT07NChw/Tp0wMCAop0WwAAAAAASpSSfgZeRAIDA4cPH553nVWrVhV4WwAAAAAASr6SfgYeAAAAAAAICTwAAAAAAA6BBB4AAAAAAAdAAg8AAAAAgAMggQcAAAAAwAGQwAMAAAAA4ABI4AEAAAAAcAAk8AAAAAAAOAASeAAAAAAAHAAJPAAAAAAADoAEHgAAAAAAB0ACDwAAAACAAyCBBwAAAADAAZDAAwAAAADgAEjgAQAAAABwACTwAAAAAAA4ABJ4AAAAAAAcAAk8AAAAAAAOgAQeAAAAAAAHQAIPAAAAAIADIIEHAAAAAMABaIxGo737UAqZPlWNRmOXXdtrv3bcNSEX237tuGtCtjs7fiDK3h+oMSD2DlnsNPIJuXh2anr9gIScrwdwwifk4t81IRfbfu2466LeLwk8AAAAAAAOgEvoAQAAAABwACTwAAAAAAA4ABJ4AAAAAAAcAAk8AAAAAAAOgAQeAAAAAAAHQAIPAAAAAIADIIEHAAAAAMABkMADAAAAAOAASOABAAAAAHAAJPAAAAAAADgAEngAAAAAABwACTwAAAAAAA7Ayd4dKNFiYmJmz549f/78wMDAnO+eOnVqzZo1Fy5cuH79uo+PT4MGDXr06BEQEGCq8Pzzz6ekpOTR/meffVatWjXldWJi4vLlyw8fPpySkuLr69u4cePevXt7e3vbNqJ8FTJkxcWLF7/77ruzZ8/euHGjQoUKNWrU6NmzZ4UKFSyqlaaQVVazb8iXL19esWLFxYsXr169Wq5cuSpVqnTp0qVmzZoF66RtqxUR24ZskveYKSEDO1/MbxaY35jfiqhaEWF+ywPzmwXmN+a3IqpWRJjf8qYxGo327kMJpdfrR40ade7cufv+My9dunTFihVGo7FMmTI+Pj7Xrl0zGo1ly5adOHFijRo1lDr5/gL48ssvq1SpIiLnz58fN25cenq6iPj4+CQnJ4uIr6/vtGnTypcvXyTh3U/hQxaRLVu2zJw502AwuLi4+Pj43Lx5Mzs728nJ6b///W/jxo1N1UpTyCqr2Tfkbdu2ffnll3q93snJKSAgICkpKTMzU6PRPPfcc/3797e2k7at5hAhm+Q9ZkrIwM4X85vFu8xvzG9FVM0hQjZhflPqML8xvzG/lZqQTUrH/Pb/jMhBr9efOnXqgw8+iIqKioqKunLlikWF2NjYqKio7t2779ixw2AwGI3GO3fufPHFF1FRUcOGDTNVu5uLvXv3RkVFffrpp6aaI0aMiIqKev/992/dumU0GhMTE0eOHBkVFfXBBx8US8Q2CzkhIaFr164dO3b84YcfsrOzjUZjRkZGdHR0VFRUr1697ty5Y6pZakJWWc1o15Bv3rzZs2fPqKioRYsWZWVlKeH/+OOPnTt3joqK2rdvn7WdtG01hwjZqGLMWNWavTC/Mb8Zmd+Y35jfmN+Y35jfmN/M2H1gW4V74C1988033bp1GzVq1IEDB3Krs2LFChF54YUXWrZsqdFoRMTDw+P111+vVavWhQsXfv/9d6VamfvJyMiYO3dupUqVXnnlFaXaqVOnzpw5U65cubFjx/r4+IhIQEDAhAkTXFxcDh48mJSU5EAh//bbb1lZWQ8//HCHDh10Op2IuLi49OnTJywsLC0t7dixY6UvZJXV7Bvy1q1b09PTIyMjBwwY4OTkJCJarbZ9+/Y9e/YUkZiYGKs6adtqDhGyqBszdh/Y+WJ+K0zIzG+5VStNBzvzW247tfvAzhfzW2FCZn7LrVppOtiZ33Lbqd0HtrVI4C0FBwe3adOmXbt27dq1c3Z2zllBr9efP39eRJo1a2ZertFomjdvLiK7du3Ko/0ZM2akpaWNHTu2TJkySsmWLVtE5NFHH3VxcTFV8/LyatSokcFg2L59e6FjyocNQ05NTRUR80AUSsmdO3eUH0tNyOo/GfuGfPHiRRF57LHHLMqbNGkiImfOnLGqk7atVkRsG7KoGDNWtWYvzG85KzC/mTC/2bxaEWF+uy/mt5wVmN9MmN9sXq2IML+pwSJ2ltq0adOmTRvl9f79+7OysiwqZGVlKYVareXXH8q/+vXr13NrfMuWLbGxsX379lVunVLEx8eLSL169Swq161bd9++fX/99VcBI1HNhiE/9thjq1ev3r9//4EDB5QjzWg0btmy5eTJk15eXqZ7qEpNyOo/GfuGHB4e7uHhUbduXYty5Veyu7u7VZ20bbUiYtuQRcWYsao1e2F+Y34T5rc8O8n8xvx2X8xvSrVSEzLzW+GrFRHmNzVI4K1WpkyZoKCghISEP/744/HHHzd/69dffxWR3C60uHfv3rfffluuXLnOnTubl9+8eVNEci5yqFzCcevWLRt2vmDUhxwcHDxt2rSPPvroww8/rFChgp+fX2JiYlJSUnh4+Lhx40wxlpqQ1X8y9g3ZYsgpMjMzV65cKSKmX8wqO2nbakXEtiGrVPIHdr6Y38zfYn5jfitktSLC/FYwzG/mbzG/Mb8VsloRYX5Tg0voC+Lpp5+yya3kAAAgAElEQVQWkQULFhw+fFgpSUtLmzdv3sGDB5XX991q9erVt27d6tevn6urq3m5Mkd4enpa1Pfy8pK/h5TdqQ/ZYDAosVy7du348eNKdN7e3kaz5x2UppBVVitpId+8efO///3vn3/+GRAQ0KNHD6s6adtqxaYwIatU0kIuGOY3YX5jfmN+y6GkhVwwzG/C/Mb8xvyWQ0kLOV+cgS+ITp06xcXF/frrrxMmTChbtqyHh8f169e1Wm2bNm22bdvm6+ubc5ObN2+uWbOmcuXKrVu3vm+byvoZ5pQZMzs72+b9LwCVIZ84ceLdd9/Nzs7u2bNn69aty5Url5iY+OOPP/74449vvvnmpEmTKlWqZGqzdIRs1WAoCSHfu3dv3bp133///d27d6tUqfL2229bfOOospO2rVakbBWySiUh5MJgfmN+Y35jfstNSQi5MJjfmN+Y35jfclMSQlaJM/AFodFo3n777REjRtSrV8/Z2Vmv1z/yyCMffvihcl2Hn59fzk1++umnzMzM9u3b5xwc5cqVE7MFQkyUkvu2VvxUhjx37tx79+7179+/b9++FStWdHV1DQkJefnll5999tnk5ORFixYp1UpTyCqrlZCQ9+zZ8/LLL0dHR2u12v79+3/xxRfmT8JU2UnbVitqNglZpRISciExvzG/Mb8xv+VUQkIuJOY35jfmN+a3nEpIyOpxBr7gWrdubfF17Lp16+TvQWAuOzs7JibGxcWlVatWOdvx8/OLj49PSUmxKFdK/P39bdjnQso75LS0tHPnzinVLDZs27bthg0bjhw5ovxYakJWX83uIWdmZn766af79u1zcnLq1q1b165dPTw8LOqo7KRtqxUdG4askt1DtiHmN2F+U13N7iEzvzG/WYX5TZjfVFeze8jMb8xvOXEGviASExMvXbqUnp5uUR4bGysiERERFuW//PLL7du3H3vsMdPaieYqVqwoInFxcRblylM3g4KCbNXtwlATslar1Wg0Go0m50MalBKtVqtci1JqQlZfzb4h6/X6yZMn79u3LyQk5JNPPunfv3/OqVB9J21brYjYNmSVHGJg54v5zYT5jfmtkNWKCPNbgTG/mTC/Mb8VsloRYX5TgwS+IH744YfXXntt+fLl5oWXL1/+888/XV1dmzZtalF/8+bNImKxyqXJE088ISJ79uwxGAymwszMzNjYWOVWHBv3vkDUhOzm5laxYkWj0ajMfeaUkmrVqilXoJWakNVXs2/IO3fuPHjwYK1atT7//POwsLDcqqnspG2rFRHbhqySQwzsfDG/KZjf1FcrTQc781vxtGYvzG8K5jf11UrTwc78VjytFQMS+IJo0aKFRqPZsGHDnj17RMRoNJ46derdd981Go1dunSxWMMwPT392LFjGo3moYceum9rERER4eHhV69enTNnjmmxhKlTp6anpzdp0qR8+fLFEFG+VIbcsWNHEZk3b96ePXuUWPR6fUxMTHR0tIhERUUp1UpTyCqr2TfkH374QUR69uyp0WiycjAtzqGyk7at5hAhq+QQAztfzG/Mb8xvzG85OcTAzhfzG/Mb8xvzW04OMbDNacwfDgELzz//fEpKyvz5881XTVCsWLFCmdS8vb0NBoOyyMEjjzwyduxYrfZfX4vs2bNnypQp4eHhn3/+eW47Onfu3Lhx4+7evevh4RESEnL+/Pl79+75+flNmzYtICCgCCLLVeFDnjlz5s8//ywiLi4ufn5+N27cyM7O1mg0PXr06Nu3r6laaQpZZTV7hazX67t166bX63OrEBQUNG/ePKs6adtqDhGyuTzGTMkZ2PlifjPH/Mb8Zm0spSlkc8xvJsxvzG+K0nSwM7+VgvlNRHTvvfeevftQcn3//fcZGRlRUVE5776IjIysXr16UlJScnKyXq8PCwvr3bv3gAEDLGZ/EVm7du25c+datGjRsGHD3Hbk6+v7+OOPp6WlJSYmXrlyxdvbu3Xr1m+++WbxL3tY+JCbNGkSGRmZnp6enZ198+bNwMDAunXrjhgxomXLlubVSlPIKqvZK+TExMT169fnUcHT09P05brKTtq2ms0VRcjm8hgzJWdg54v5zRzzG/ObCfMb85uC+Y35TVGaDnbmt1Iwvwln4AEAAAAAcAjcAw8AAAAAgAMggQcAAAAAwAGQwAMAAAAA4ABI4AEAAAAAcAAk8AAAAAAAOAASeAAAAAAAHAAJPAAAAAAADoAEHgAAAAAAB0ACDwAAAACAAyCBBwAAAADAAZDAAwAAAADgAEjgAQAAAABwACTwAAAAAAA4ABJ4AAAeUGvWrNFoNBqNxsvL6+rVq3lXPnr0qJOTk0ajcXd3v3z5cvH0EAAAmCOBBwDgAdWlS5dnn31WRO7cuTNu3Li8K48cOVKv14vI+PHjQ0JCiqN/AADg3zRGo9HefQAAAPZx4cKF2rVrp6enazSa/fv3N2nS5L7Vfvjhh6ioKBGpUaPGn3/+6eLiUrzdBAAAIpyBBwDgQVa1atXx48eLiNFoHDZs2H2/1s/Kyho1apTyeubMmWTvAADYCwk8AAAPtFGjRj300EMicuDAgcWLF+esMGvWrFOnTolIt27dnnzyyeLuHwAA+BuX0AMA8KDbtWtXy5YtRaRChQqnTp3y8vIyvZWUlFStWrXk5GR3d/fjx4/b5e73nTt3njhxok2bNtWrVy/+vQMAUHJwBh4AgAddixYt/vOf/4jItWvXPvjgA/O3JkyYkJycLPdbuy41NXXKlCnNmjUrV66cp6dnvXr1hg4dqpyrv69ffvmlZ8+edevW9fX19fT0fOihhzp27Lh+/XqDwWBR09PTU6PRbNq0KSUlpW3btq1atRoyZMi2bdtsFS8AAA6KM/AAAEBu3LgRERFx8+ZNZ2fnP//8MyIiQkSOHTtWr1697OzsiIiII0eOmN/9fujQoY4dOyYkJFi0o9VqJ02a9NZbb5kXZmVl9erV6/vvv7/vrp955pn169frdDpTiaenZ2pq6saNGz/55JPt27crhXPnzn355ZdtEiwAAA6KBB4AAIiIfPXVV4MGDRKRp59++qefflJebNq0SUR+/vln87vfz50716BBg5SUFBHp3r1727ZtfXx89u/fv2DBgrS0NBGZNm3a6NGjTfWnTJkyduxYEalWrdrgwYOrVasmIidPnly4cOGZM2dE5PPPPx8+fLipvpLAt2vX7ueffw4MDOzfv3/NmjXbtWtXqVKlYvkkAAAooUjgAQCAiIjRaGzevPnevXtFZMOGDVqttkOHDiLSvXv3lStXmtds167d5s2bdTrdypUru3btaio/derUM888c/bsWXd395MnT5ry7WbNmu3fv79GjRqxsbHmN9jfvn27bt26ly5d6tSp09q1a03lSgKv7Gjp0qXlypUryrgBAHAY3AMPAABERDQazdy5c52cnERkxIgRyqPj3N3dP/30U/NqcXFxmzdvFpFhw4aZZ+8iUqNGjQULFohIWlra/PnzlcKsrKzz58/7+PgMGjTIPHsXEW9v7zZt2ojI2bNnc/ZHp9PNmTOH7B0AABMne3cAAACUFHXq1Bk+fPgnn3yiXNku91u7bsOGDcqLkSNH5myhdevWkZGRR48eVc7ki4izs/PVq1dz2+Pt27dze6tt27ZhYWHWhgAAQCnGGXgAAPCP9957z5SxR0REjBgxwqJCbGysiFSqVCm3R8rVrVtXRI4ePZrbLjIzM0+ePLl48eI+ffqYXzlvoWrVqlb2HQCAUo4z8AAA4B/u7u6jRo1SlpR76623zFeeV1y7dk1E4uPjNRpNHu3cuXPHYqulS5du3rz55MmTFy9e1Ov1+fYkMDDQ6t4DAFCqkcADAIB/8fDwUF64u7vnfFdZZz5faWlpBoNBq9WKyJIlS4YOHaqsSyci5cqVq1WrVkRERLNmzTZv3rxixYr7tpDzuwMAAB5wJPAAAMAK3t7eItKwYcNDhw6pqR8bGztgwACDwVC5cuWxY8e2b9/e/Nr4gwcPFlE/AQAofUjgAQCAFWrUqLFz585jx47p9XqdTpdv/Xnz5hkMBhcXl127dlWpUsXi3eTk5KLpJgAApRCL2AEAACu0bdtWRO7du7dq1aqc76alpdWvXz80NHTSpElKyblz50SkevXqObP37OzsHTt2FG13AQAoRUjgAQCAFbp06RIUFCQir7/++smTJ83fMhqNI0eO/OOPPy5cuNCxY0elMDQ0VEQuXrxosaydwWAYOHCg8oQ5lffVAwDwgCOBBwAAVnBxcZk3b55Go0lMTKxbt+6wYcO+/fbbmJiYuXPnPvroo/PnzxeR4cOH165dW6n/xBNPiEhqaupTTz21bt26o0eP7t69e+bMmbVq1frmm2+UBfPOnz8/fvx45QF1AAAgN9wDDwAArBMVFbV48eLBgwffu3dv5syZ5m9pNJqXX375s88+M5X07t177dq1K1eu3LdvX+fOnc1rvvLKKy+++OKjjz6amZn54YcfHj16dM2aNcUXBgAAjoYEHgAAWK1fv36tWrWaMWNGTEzMxYsXRaRatWp169YdNWpUnTp1LCovX768S5cu8+bNO336dFJSUsWKFdu0aTNkyJBGjRqJyJYtW6ZPn56VldWhQwc7RAIAgOPQGI1Ge/cBAAAAAADkg3vgAQAAAABwACTwAAAAAAA4ABJ4AAAAAAAcAAk8AAAAAAAOgAQeAAAAAAAHQAIPAAAAAIADIIEHAAAAAMABkMADAAAAAOAASOABAAAAAHAAJPAAAAAAADgAEngAAAAAABwACTwAAAAAAA6ABB4AAAAAAAdAAg8AAAAAgAMggQcAAAAAwAGQwAMAAAAA4ABI4AEAAAAAcAAk8AAAAAAAOAASeAAAAAAAHAAJPAAAAAAADoAEHgAAAAAAB0ACDwAAAACAAyCBBwAAAADAAZDAAwAAAADgAEjgAQAAAABwACTwAAAAAAA4ABJ4AAAAAAAcAAk8AAAAAAAOgAQeAAAAAAAHQAIPAAAAAIADIIEHAAAAAMABkMADAAAAAOAASOABAAAAAHAAJPAAAAAAADgAEngAAAAAABwACTwAAAAAAA6ABB4AAAAAAAdAAg8AAAAAgAMggQcAAAAAwAGQwAMAAAAA4ABI4AEAAAAAcAAk8AAAAAAAOAASeAAAAAAAHAAJPAAAAAAADoAEHgAAAAAAB0ACDwAAAACAAyCBBwAAAADAAZDAAwAAAADgAEjgAQAAAABwACTwAAAAAAA4ABJ4AAAAAAAcAAk8AAAAAAAOgAQeAAAAAAAHQAIPAAAAAIADIIEHAAAAAMABkMADAAAAAOAASOABAAAAAHAAJPAAAAAAADgAEngAAAAAABwACTwAAAAAAA6ABB4AICISEhKiyZOnp6e9+wjYQWhoaM7DwcvLq3Hjxq+++urVq1etbXDevHkajWbcuHFF0VtrWdWZHTt29OjRo169eh4eHiEhIa1atRozZsz169eLupNAATjKcC1REwIcAgk8AOAf7u7uPrnw9va2d++K1tChQzUaTa1atezdEZRE5oeGt7d3amrqoUOHZs+eHRERsX///sK0bDHw9Hq9RqPx9fXNo07xy87O7tatW+vWrb/77ru4uDg/P7/k5OSdO3dOnTo1LCwsOjra2gbtHhFKMZsPV5UY1SgeJPAAgH+sXr36Vi7++usve/cOsJvo6GjTsZCcnJyamrphw4bQ0NCUlJSBAwdmZWXZu4NFa/z48atXr/b391+0aFF6evqlS5fu3Llz9uzZF198MTU1ddCgQUePHrV3H4H/x3BF6eZk7w4AAFAiPPfcc9WqVfPz87N3R+AAypYt++yzzwYHBzdo0ODYsWOHDx9u0qRJwZpSM/DsOzjT09OnTZsmIqtWrWrZsqWpPCwsbOHChZmZmUuWLJk6deo333yjvk0ONxSRohiuKjGqUTw4Aw8AKKCff/65T58+1atXV+4HnjRp0r179yzq7Nixo2/fvpGRkZ6enk2bNh06dOjJkyfNK0RHR2s0munTp6elpb311luhoaFubm4RERGjR4++deuWta2tWLFCae3SpUt9+vTx9/d3c3Nr3LjxDz/8ICIXLlzo3bt3QECAu7t7gwYNlixZYr7ttWvXRo8e/dtvv1kV440bN8aMGVO/fn1PT8+goKCWLVt+//33Bfo44Xjq168fEhIiIsePHzcV5jtKLZgPvO7duzs5OYlIcnKy+cITBRucBoNh5cqVrVu3DgkJKVOmTJUqVdq3b68cC1b5/fff9Xp9xYoVzdMhk4EDB4rI4cOHLcrz7t59I7p27dqwYcOaNm3q4eERHh7+n//8x+JMqVXThZoJKt89wuEUbLiqPGwLMKqtnRCs2mrjxo1du3YNCgry8/Pr2LFjXFyc8ktwypQpIrJ48WKNRhMVFWWx1bVr15ycnNzc3FJSUvLtCUogzsADKNGSkpJy/qJ9wJUpU6Z58+b27oV89NFH77zzjoh4eHj4+/sfPnz40KFDq1ev3rt3r4uLi1Lns88+GzVqlIg4OzsHBwcfPHjwwIEDixcvXrt2bbt27cxbS09Pb9mypU6nGzRokFar/frrrz/99NN9+/bt3LlTyWesau3MmTMPP/xw27ZtJ0yYEBsb++2333bq1GnGjBkTJkxo2rTpO++8c/Lkyfnz5/fr18/b2zvnHzfqY7xy5UqjRo2uXLni6upauXLl5OTkXbt27dq1a/LkyWPGjLHhp31fvyX8djfrbmFacNY5Nwku4Hljk6T0pBPXTxSykTC/sCDPoEI28vuV3yt7V/YrW6ynvwwGg4hkZ2crP6ofpffVtm1bLy+vr7/+2sXFpX///q6urrnVVHMAjhkz5pNPPhGRgICA0NDQ+Pj4mJiYmJiYOXPmDBkyRH2MN27cEJGMjAy9Xq/T6Szebdq06dq1ay3K1XTPwq5du3r27Hn16lUnJ6fKlStfunRp8eLFy5Yt+/bbb3v06GFeU810oaYD6vdoG5cvi0UO1rChWHu29s8/5dq1f5W0aSNaK0/I7dolmZn//OjtLQ8/bF0L6emyd++/SqpUkerVrWskIUGuXpWGDa3bKj8FGK4qD9sCjOqCTQjq+zN+/Hij0ejl5VW2bNkNGzZs3769Y8eOpgodO3Z0dnbevHlzamqqh4eHqXzVqlV6vb5Lly5eXl75fp4oiYwAUILFxMTYe5oscSpXrlwUH3VwcLCIxMTEqKl85MgRrVbr6ur67bffZmdnG43GkydPPvTQQyLy3nvvKXXOnj3r7Oys0WgmTpx49+5do9GYnJzcp08fEalSpUpGRoZSTTkN7uvr26dPn6ysLKXw9u3bFStWFJEdO3ZY1dry5cuVT+nLL7809daUq4waNcpU+MEHH4hI165dTSVKT1577TX1Mb7wwgsi0rlz55s3byolX3/9tYg4OzsrnSxSbb9qGzYtrDD/NZnVpPDd+PHkj4XsRti0sP8d+l/hexL1TdTm05sL346FqlWrisjatWtzvmVavi42NtaoepTOnTtXRMaOHav8aDHwlO8CfHx8zHdUgMF56tQpESlTpszGjRuVkqysrE8//dRiDrHozH2dPn1aCXPQoEGpqan5fmJqumcRUVpaWlBQkIiMHj06LS3NaDSmp6f/97//FRFXV9ezZ8+ab5XvdKGmAyr3aEvTpxtF/vXfli1WN9K9u2Ujf48rKwQG/quFpk2tbuHUKctujB5tdSMLFxqffNLqrfJj7XBVedgWYFQXbEJQudUvv/wiImXLll2xYoVerzcajbGxscrvcRGZPHmyUk1J+FeuXGkesnIOYM2aNQX9jGFnXEIPAPhHjx49AnIxYsQIU7V33nnHYDC89957zz//vHIqo0aNGvPnzxeR9evXK3UmTJiQlZX10ksvjR8/vkyZMiLi7e0dHR3doEGDixcvLliwwHy/GRkZn3/+uensmZeX1zPPPCNmVyZb1Vp4ePirr75q+lFpysvLS0naFR06dBCRs2fP5vZRqIlRyd/efvtt05rhL7zwQqdOnRo1anT58mVVnzgc07Vr15YuXdq1a1cRadiwYYMGDcTKUVoYagbn3r17RaR3797K+BcRJyenkSNHlitX7tKlS6mpqep3V61ateeff15EFixYULFixeeff37JkiVXrlwpTPcsfPbZZ1euXOndu/e0adPKli0rIm5ubh999NGLL76YkZGh3NJsku90oaYDVu0RDsTa4arysC3AqC7YhKByq/Hjx4vI5MmTe/ToodVqRaRx48amr7BNnnvuORFZs2aNqeSvv/7as2ePj49P+/bt8/0wUTKRwAMA/pGSknIjF6a/+A0GQ0xMjE6ne/nll823ffTRRz/++ONu3boZjUYR2blzp4gMHz7cYhfDhg0TkR07dpgXNm3atHz58uYl/v7+IqLX65UfrWqtUaNGGo3G9KOypFBkZKSbm5tFoal9CypjdHd3F5FVq1Zlml2Punbt2n379lW39mpSlGydO3c2fw58YGBg3759ExISAgICFi5cqPxBb9UoLTCVg3PAgAHGvy8JMbl7965yhj+3kZ+b//3vf2PHjvXx8UlJSYmOju7Xr1/FihUjIyOHDx8eGxtbgO5ZUC62Uj4oc4MHD5a/P1iTvKcLlR2wao9wLOqHq6g7bAs2qgs2IajZKj09fceOHW5ubsot/SaPPfZYZGSkeUnnzp21Wu3GjRtNv6SUs/HdunXL4w4dlHDcAw8A+EdMTMxTTz2Vd53Lly9nZmYGBwdbPKpao9GMGzdOeZ2RkREfH+/k5BQREWGxufLnxblz58wLlauUc2Nta/e9r8+qm/3UxCgiQ4YMeemll6ZMmfL111/37t27devWLVq0YAniUsnd3d3Z2dn0o1arDQ8Pf+SRR959910le7R2lBaYysFpkpWVdfz48cOHD+/duzcmJub27dsF2KmTk9OkSZMmTJiwdevWrVu3btmy5c8//4yLi4uLi5s+ffoTTzyxbNky5XOwtnsK5YL/BQsWWKwNfvfuXRGxeIZl3tOFyg5YtUc4FvXDVeVhW4BRXbAJQeVW586dMxqNoaGhysUj5mrXrm2+EGP58uWbN2++a9eu7du3K7/clbP0yjX5cFAk8AAA61y8eFFEAgMD86hz9epVg8FQvnz5nGsIKfedWlxhrpzKtlVrhacmRhEZOHCgt7f3u+++e/z48RkzZsyYMcPJyalVq1YffPDBI488Ytsuwb6io6M7deqUR4ViG6UqB6eIREdHf/7550ePHs3IyBARPz+/pk2b3rp1686dOwXbdZkyZTp06KDcfnLt2rWjR4/qdLq1a9dOnz796aefPnDggFarVd89k8zMzOvXr4vI//73v/tWSE1NNRgM2r+Xast7ulDTAWv3CEekZriqPGwLMKoLNiGo3OrSpUsiYnEdink1c88999yuXbvWrFnz1FNPnTt3LjY2tlKlSvddoh+OggQeQIlWu3btefPm2bsXJYv5WrJ2ofzRcPPmzTzqBAYGarXaGzdu5FwHODExUaz8S8i2ramhJkZFt27dunXrduLEiU2bNu3evfvHH3/csmXLtm3bduzY8fjjj9u2VxZGPDbiTmYBMzGFq5MNLqGMrBD5UbuPCtlIw4o2WIn61UderVW+VuHbKZhiG6UqB+eCBQsGDx7s6uraq1evtm3bNm3atHr16hqNJjQ01NoEvmHDhsePH//hhx/atm1rKqxQoUKFChVEpFWrVr///vvOnTs3bNjQqVMn9ceOiYuLS7ly5ZKSku7cuVP4+U1NB2y7R7XatBGLX2c1a1rdyODB8sQT/ypxsv6P+WnTJD39nx/vlwfmo3x5y1jq1rW6kccekwoVrN4qP1YNV5WHbQFGdcEmBJVbKbEoX0JZyFnYtWvX4cOHr1u3bvbs2StWrBCR3r178+WUQyOBB1CiBQcHK3ckouQIDQ3VarWXL19OT0+3uH7vww8/TEpKmjBhgo+PT6VKlS5fvnzq1Klatf6VU8XFxYmIVbeIu7q62rA1NdTE6OHhkZSUpNPp/P39a9asWbNmzTfeeOPWrVuvvPLK8uXL586dW9QJfIeaHYq0fZVCvEN61e1l716IiDxVPZ+7P4pUsY1SlQfg5MmTRWTFihUWFw5YtXydokKFCocPHz5w4IB5RmROuT8lOTlZffcsWggPD09KSjp+/PjD/36emXKq3NXVVbngWQ2VHbDhHtWKjJR/359cEBbZe8E8/3xhW/D2lsL/ao6IkBwXiheeVcNV5WFbgFFdsAlB5VbK/8+fP3/v3j1loTuTnI+LDw4Ofvjhhw8cOLB//34lgef6eUfHty8AAOu4uro2bdo0KyvLYhHdS5cuvfvuu0uWLPH29haRFi1aiMj06dMtNp8xY4aIWJvc2ra1fKmJMSkpKTAwsFKlSuYZka+vr/IY3rS0NNt2CSVf8YxSlQegche3xYWysbGxylOyraKs8T516lTlwl0L8fHxyhOtatSoob57Flq1aiUiM2fOtCifNGlScHCwVWvCq+yADfeIEsWq4SrqDtuCjeqCTQhqtvLy8mrYsGF6evqiRYvM6xw6dOjgwYM521TWop80adIff/xRs2ZN5akZcGD2en4dAKBEseo58MpCuO7u7itXrjQYDEaj8erVq0qqMGzYMKXO6dOnnZ2dtVrtlClTMjMzjUbjnTt3+vfvLyKVK1c2PSbd4sG5JmPHjhWRmTNnWtWasjzPSy+9ZN6U8ufa008/bV544cIFEYmMjDSVWPRETYyVK1cWkVdfffXevXtKycWLF5UTelOmTFHzSaLky+M58BZUjlI1z4F3cnIyf4R1AQZnnTp1RGT+/PmmRnbu3BkSEqL8+Xf48OH7dua+0tPTw8PDRSQgIODLL7+8cOGC8hzsGzduLFmyREmEOnTooPREZfcsIkpKSvLx8dFoNBMmTFCedG0wGJYtW+bq6uri4nLixIn7bmViMV2o6YDKPcLhWDtcVR62BRjVBVSvj6cAAB7ESURBVJsQVG71008/iYinp+e6deuU/hw9ejQ8PFxZa9PiF9CZM2dMqd8HH3xQNB88ig8JPADAaPw7gffy8vLP3bJly0z1x48frzyqzdvbu2bNmi4uLiJSt27dtLQ0Ux3TWawyZcrUqFFDuaMvICBg27Ztpjoq/yJX2ZoNE3g1Ma5bt07pkpeXV2RkZHh4uHJj4SOPPGL6MwuOTn0Cb1Q3SvNO4I1Go/Igg+rVqz/11FO51cl3cC5btkzpSWRkZNu2bcPCwkSkS5cuPXr0EBFXV9fJkyfn7Exuzpw5Y36pubOzs/kzqFq2bJmcnGxeP9/u5Yxo7dq1yrXNrq6utWrVCggIEBGtVhsdHW2qo366UDNBqdkjHJG1w1XNYWss0KguwISgvj8jRoxQqvn6+irfJjdu3PiLL74QkYULF1p8JvXq1VMqnz17tnCfLuyPS+gBAP/I4znwN27cUNayVkycOHHTpk1dunTx9fVNSEioV6/exx9/fODAAfP7A0ePHr1169bevXuHhYUlJCTUr19/yJAhR44cad26db49cXFxqVOnjvnzogrT2n1VqlSpWbNmeVTIN8aOHTvu2bOnU6dO5cqVO336dFpaWtOmTWfPnr19+3aL+xLxgLDJKJ07d27VqlUvXbp0/vz53OrkOzh79eq1fv365s2bJyQkHDt2rHbt2t988833338/Z86cN954o0mTJsp3diqFh4cfOHBgzZo1nTt3rlu3rqurq6enZ+PGjXv16rV169YdO3ZYXEKsZn6w0KlTp99///3FF1+sVavWxYsXvb29e/fufeTIETX36+acLtR0oDB7RElm7XBVedgWYFQXbEJQudVnn322bNmydu3aGY3GjIyMIUOGbN++XbmEJ+da9MpaGM2aNVO+y4ND0xiNRnv3AQAAAABQKEOGDJk3b95vv/1mcaN73759ly5d+uWXX7722mv26htshQQeAAAAABxG8+bNf/31161btyqL3ilu3LgRFham0WgSExPN7xpISUkJDAzMysqKj4+/79Pj4Vi4hB4AAAAAHEaPHj2ys7NfeOGFTZs2paam3rp1a/Pmza1bt75z587gwYNN2bter8/MzHz77bfv3r37zDPPkL2XDpyBBwAAAABH8uqrr86ZM8cilWvfvv2qVatMt+W3a9du165dGRkZLi4u+/bta9iwoT16ChsjgQcAAAAAB3P8+PF169ZduHBBp9NVq1atYcOGypPtTIYNG7Zo0aKqVatOnTq1ffv29uonbIsEHgAAAAAAB8A98AAAAAAAOAASeDiehQsXanJRrly5OnXqDB8+PDY21t7dtBm9Xq9EN2vWLHv3BQAAAIDdkMCjVLl58+bRo0enT5/etGnTF154IS0tzd49AgAAAADbcLJ3B4CCGzx4sPlymllZWVevXv3ll192795tMBgWLVp09uzZn376yd3d3VRn586drVq1EpHGjRsXw1n6ottdMQcCAAAAwO5I4OHA2rVr99xzz+Us/+OPP/r16/fnn3/u3r179OjRc+bMKf6+AQAAAIBtcQk9SqF69ept27atWrVqIjJv3rzffvvN3j0CAAAAgMLiDDxKJ39//+nTp3fo0MFoNM6dO3f+/PlKefPmzZOTk0VEp9MVQzeKbnfFHAgAAAAAu+MMPEqtZ555JiwsTERWrFih1+uVQp1OFxwc7OPjM336dIv6KSkpH3zwQatWrYKDg93d3SMjI7t3775v377c2v/9998HDRoUFhbm5uZWpUqVJ598cvbs2dnZ2eZ17rs7ZRX9OnXqiMiNGzfeeeedWrVqlS1bNiAgoE2bNl9//bXBYMg3utwC8fT01Gg0GzduFJHdu3d37dq1UqVKZcuWrV279sCBAy9cuHDf1lJTU6dMmdKsWbNy5cp5enrWq1dv6NChp06dum9laz8oAAAAALZhBBzNV199pYzeVatW5V3ztddeU2oePXrUVOjh4SEiH374oXnNvXv3+vn53fcYefPNN3O2/OGHH9731HfNmjXj4+PNa+bcndL/yMjIP/74Izg4WESUB+CZGlHOrpvqm74UmDlzZt4tmwp/+OGHTz/9VKvVuru7N2/ePCIiQmnB1dX1l19+sYjl4MGDFStWzBmLVqudMmWKRWVrPygAAAAAtsIZeJRmVapUUV7kfRt8YmJi165db9686ebm9uqrry5dunTt2rUff/xxUFCQiEybNi0mJsa8/pdffvnOO+/o9fqgoKCxY8euWrVqwYIFTz31lIicOHGib9++ak6h3759u2PHjteuXZszZ05SUtKNGzfOnz+vfOPwyy+/3HdxPvXWr1//5ptvTpw4MTk5effu3SdOnNi6daunp2dGRsbzzz9vXvPcuXNt2rRJSEgQke7du8+dO3f58uXDhw93d3c3GAxjxoz55JNPCvxBAQAAALAle3+DAFhN/Rn45cuXKzU//fRTU2HOE9eLFi1Sqm3cuNF881OnTjk7O4vISy+9ZCpMSEhwc3MTkdq1a1++fNm8/qhRo5R21q9fn8fuTP23qKmYMGGC8tbKlSuVkgKcgReRCRMmWLQ8efJk5a2zZ8+aCp988kkR0el0q1evNq988uTJ8PBwEXF3d//rr78K8EEBAAAAsC3OwKM0Uy5QF5Fbt27lUU05P+/i4tK+fXvz8urVqw8dOrRz587m17d/9dVXd+/eFZEvv/zS1L7i448/9vLyEpEdO3ao6d7jjz8eFRVlUThmzJiAgAARmTt3rppG7svHx2fkyJEWhS1atFBenDlzRnkRFxe3efNmERk2bFjXrl3NK9eoUWPBggUikpaWZloC0KoPCgAAAIBtsQo9SjONRmPx4r6UtDMzM/O7777r0aOH+Vs517r76aefRCQyMrJ169YWb7m4uEydOvXMmTPKuet8DRo0KGehm5vbgAEDPvnkk19//VVNI/fVvHlz5asEc6Z7141Go/Jiw4YNyouc2b6ItG7dOjIy8ujRo3v37lVKrPqgAAAAANgWZ+BRml2+fFl54ePjk0e1zp07K1eA9+zZs2HDhrNmzTp79mxulZWz0PXr17/vuy+//PK0adOGDBmipnumteUs1KhRQ0TS0tISExPVtJOTsvx+vmJjY0WkUqVKISEh961Qt25dETl69Kjyo1UfFAAAAADbIoFHaWZK4JWL0nNTt27dRYsW+fr6isjhw4dfe+21atWqBQUF9evXb+3atZmZmaaaqampGRkZIpJbxmuVypUr37c8NDRUeXHu3LmCtZx3vCbXrl0Tkfj4eE0uli5dKiJ37txR6qv/oAAAAADYHAk8SrOLFy8qLxo0aJB3zT59+pw6deqTTz55/PHHlefDXb16dcmSJV26dKlXr55yplpEsrKylBeurq6F756pNQvKPfYicvv27YK1nPctAyZpaWkqq5nW1Vf5QQEAAACwORJ4lGbKU828vLxq1aqVb2V/f/9Ro0bt2rUrKSnpxx9/fPPNNwMDA0XkxIkTnTt3Tk5OFhFvb2+tVisily5dKnz3Lly4cN9y03XpyrnuouPt7S0iDRs2zH+5S+0/c4WaDwoAAACAzZHAo9SKiYlRllvv1auXcq44N7dv3759+7bpvLe3t3f79u2nTp16+fLlt99+W0QSEhJ27twpIlqttmbNmiJy/Pjx+za1ePHifv36DRs2TE0Pc3s6/b59+0REp9PVrl1bTTsFptxsf+zYMb1er6a++g8KAAAAgM2RwKN0unnz5uuvvy4iGo0m3yXlIiIifHx8OnfubFHu5OTUv39/5fWNGzeUF0888YSI7Nu378CBAzmbmjZt2pIlS1Sen58+fXrOzPnUqVOrVq0SkWbNmrm7u6tpp8Datm0rIvfu3VP2aCEtLa1+/fqhoaGTJk1SSqz6oAAAAADYFgk8SqG4uLi2bduePn1aRIYOHZrvDfANGzYUkR07dpiWWzcxZbZNmjRRXgwZMkS5nvzVV19VFoEz+eqrr+Li4kSkXbt2avp5/vz5N954wzyHv3LlSp8+fZQbzl955RU1jRRGly5dgoKCROT1118/efKk+VtGo3HkyJF//PHHhQsXOnbsqBRa9UEBAAAAsC2eAw8HtmXLFvM7rrOyshITE/fs2bNt27bs7GwRefzxx6dOnZpvO/379//pp58yMzPbtGnzyiuvNGjQwM3NLSEhYcOGDd9//72INGvWzHQ1e61atd56663JkycfPHiwUaNGAwcObNCgwb179zZt2vTNN9+IyMMPPzx48GA1/Xdzc5s1a9bhw4c7depUpUqVQ4cORUdHJyQkiEibNm169epl/UdiHRcXl3nz5nXq1CkxMbFu3bqDBw9u0qRJQEDAhQsXFi9evH//fhEZPny4KXarPigAAAAAtkUCDwc2d+7cPN4dMGDArFmz1FyF3qtXr927d8+ePfv69evvv/++xbt16tRZt26d+SpuH3300Z07d2bNmhUfHz9x4kSLysuWLVMelp6v1atX9+7de+/evXv37jUvf/TRR1evXq1yJflCioqKWrx48eDBg+/duzdz5kzztzQazcsvv/zZZ5+ZSqz9oAAAAADYEH9qo1Tx9vZ+6KGHhg0bduDAgUWLFqm/h3zWrFl79+7t0aNH3bp1fX19PTw8HnrooaioqNWrV//+++8Wj1XXarUzZ87ctWtXnz59QkJCXF1dq1at+vTTTyun08PDw1XutEWLFseOHRs2bFhYWJirq6uvr2+LFi0WLFiwe/duHx8f6yJXx8PDo2rVqh4eHuaF/fr1O3Xq1OjRoyMjIz09PT09PRs0aDBgwIA//vhjzpw5Ft8jWPVBAQAAALAhjdFotHcfgAfLwoULX3rpJRFJTU0t6mXqAAAAAJQanIEHAAAAAMABkMADAAAAAOAASOABAAAAAHAAJPAAAAAAADgAEngAAAAAABwAq9ADAAAAAOAAOAMPABARCQ0N1eTg5eXVuHHjV1999erVq/bqWHR0tEajGTZsmE1amzdvnkajGTdunE1aw4Oma9euyqHx4Ycf2rxx2w714sEBBQDFjAQeAPAPd3d3n795e3unpqYeOnRo9uzZERER+/fvt3fvAHu6devWxo0bldfR0dGFaUqv12s0Gl9fX1v0CwDwACGBBwD8Izo6+tbfkpOTU1NTN2zYEBoampKSMnDgwKysLHt3ELCb7777LjMzs3r16jqd7sSJE4cPH7Z3jwAADxwSeABArsqWLfvss89+//33InLs2DEyFjzIlixZIiJDhw5t27atiCxdutTePZKUlJQff/zx+PHj9u4IAKCYkMADAPJRv379kJAQETHPE27cuDFmzJj69et7enoGBQW1bNlSyfMVixcv1mg0UVFRFk1du3bNycnJzc0tJSXFVPjzzz/36dOnevXqyi33kyZNunfvXs5uJCcnv/766yEhIWXKlKlRo8bIkSNv3bplUWfHjh19+/aNjIz09PRs2rTp0KFDT548mW+AKrfauHFj165dg4KC/Pz8OnbsGBcXt2LFCo1GM2XKFGtDhsO5ePHiL7/8otPpevfu3atXLxFZtmyZwWCwqKbcxz59+vS0tLS33norNDTUzc0tIiJi9OjRpuHavXt3JycnEUlOTtZoNJ6enhaN5D3UlV3MmjUrLi6uWrVqHTp0+Oabb0zv5juY27dvr9Fobt++vXPnzieffNLHxyckJKRr164rVqzIGTUHFACUNE727gAA5CUpSexy0rdyZalRw7pNrlyRuLii6c2/lSkjzZsXx47MKYlKdna28uOVK1caNWp05coVV1fXypUrJycn79q1a9euXZMnTx4zZoyIdOzY0dnZefPmzampqR4eHqZ2Vq1apdfru3Tp4uXlpZR89NFH77zzjoh4eHj4+/sfPnz40KFDq1ev3rt3r4uLi2nDGzduNGvW7PTp05GRkX5+fkeOHPn8888PHTq0fft2rfb/v4z+7LPPRo0aJSLOzs7BwcEHDx48cODA4sWL165d265du9xCU7nVRx99NH78eKPR6OXlVbZs2Q0bNmzfvr1jx46mCupDtpXU1L0GQ7pt23R0ZcvWc3IKKIqWo6OjjUbjU089FRgY2KVLlyFDhsTHx+/atatVq1Y5K6enp7ds2VKn0w0aNEir1X799deffvrpvn37du7c6eTk1LZtWy8vr6+//trFxaV///6urq7m26oZ6iJy+/btrl27Xr9+3dXVtVy5ckqh+kNgyZIlr7/+esOGDQcOHHj+/PlNmzatWbNm3759X3zxhanOg3ZAAYBjMAJACRYTYxSxw38jR1rd1UWLiqlvlSsXwQdtNFatWlVE1q5dm/Mt0/J1sbGxSskLL7wgIp07d75586ZS8vXXX4uIs7Pz3bt3lRLlj/WVK1eaN9W8eXMRWbNmjfLjkSNHtFqtq6vrt99+m52dbTQaT548+dBDD4nIe++9p9RRrlsWkYceeujs2bNK4ebNm5VzmL/++qtScvbsWWdnZ41GM3HiRKUPycnJffr0EZEqVapkZGQo1ebOnSsiY8eOtWqrX375RUTKli27YsUKvV5vNBpjY2ODg4OVjk2ePFl9yDZ09GiNgweF/8z/u3XrPgPYJmrVqiUiy5cvV35UzgwPGjTIopoyXH19ffv06ZOVlaUU3r59u2LFiiKyY8cOpUT5LszHxyfntvkOdaWah4dHeHj49u3blQPHqHowP/300yLi5OT05ptvmnZ98ODBgIAAEdm/f79VrZWmAwoAHAKX0AMAcnXt2rWlS5d27dpVRBo2bNigQQOlXEnp3377bdMy2i+88EKnTp0aNWp0+fJlpeS5554TkTVr1pha++uvv/bs2ePj49O+fXul5J133jEYDO+9997zzz+v0+lEpEaNGvPnzxeR9evXW3QmOjo6LCxMef3EE088++yzYnZV/4QJE7Kysl566aXx48eXKVNGRLy9vaOjoxs0aHDx4sUFCxbcN0CVW40fP15EJk+e3KNHD+UsaOPGjZcvX27RmpqQ4Yh+++2348ePe3l5mU4R9+zZU0RWrVqVmZmZs35GRsbnn3+uJN4i4uXl9cwzz8i/b0LJQ95DXZGWlrZu3bpWrVopB45YeQhUrlx58uTJph8bNWqkXAjz/vvvF6A1Ew4oAChqJPAAgH907tzZ/DnwgYGBffv2TUhICAgIWLhwoSlVcHd3lxzZy9q1a/ft21e9enVTU1qtduPGjaY6ypm0bt26KdcMGwyGmJgYnU738ssvm/fh0Ucf/fjjj7t162Y0Gk2FDz/8cP369c2rKRmO6ar+nTt3isjw4cMtIlKeqr1jx477xqtmq/T09B07dri5uQ0cONC8zmOPPRYZGWnx6eUdMhyUctK7R48ebm5uSkmnTp3c3Nxu3br1008/5azftGnT8uXLm5f4+/uLiF6vz3df+Q51RbNmzWrXrm1eYtUh8J///Mf8gnwRefHFFzUazbZt25T7ZTigAKBkIoEHAPzD/DnwPj4+fn5+Dz/88LBhw44dO2aeVAwZMkREpkyZEhwc/MYbb6xdu/bmzZsWTZUvX7558+YpKSnbt29XSpQzbMr1tCJy+fLlzMzMoKAgi6dhazSacePGjRs3TqPRmApr5FiTwDz9yMjIiI+Pd3JyioiIsKimpATnzp3LGazKrc6dO2c0GkNDQ8uWLWtRzSKDyjdkOCK9Xr9s2TIR6devn6nQw8OjQ4cOksta9MoNKQWT91A3qVKlivmP1h4COffi4eERFBSUkZGRkJDAAQUAJRYJPADgH+bPgb9161ZSUtKBAwdmzJihnD80GThw4HfffVerVq3r16/PmDGjS5cuFSpUePLJJ013yyvMr4A9d+5cbGxspUqVWrZsqbx78eJFEQkMDFTTMYsk38LVq1cNBoO/v7/pGgGToKAgETFd2F+ArS5duiQiFidUzauZyztkOKKtW7devXpVRFq2bGl+fcqqVatEZMOGDXfu3LHYRLlEpWDyHuomfn5+5j9aewhYHNEK5Tb4+Ph4DigAKLFYhR5AiVa7tsybZ4f91qlj9SbNmhVTV83WY7anbt26devW7cSJE5s2bdq9e/ePP/64ZcuWbdu27dix4/HHH1fqdO3adfjw4evWrZs9e7bykKrevXubTicqf8HnPHVfAIGBgVqt9saNG3q93iJ5SExMlFy+JlC5VYUKFUTk+vXrOVvIWZh3yLZVseJEvf52UbTsuMqWrZ9/JSsp18/7+/vnTHrPnj179+7dNWvW9O/f3+b7zZv59Sli/SFw5cqVnG3+9ddfIhIUFFShQoUH8IACAIdAAg+gRAsOlsGD7d0JdWrUsPrJcw4qOzs7KSlJp9P5+/vXrFmzZs2ab7zxxq1bt1555ZXly5fPnTvXlMAHBwc//PDDBw4c2L9/v/LHt/m1r6GhoVqt9vLly+np6RYX03744YdJSUkTJkzw8fFR0yVXV9dKlSpdvnz51KlTymrhJnFxcSJiujO/AFsp/z9//vy9e/eUdblMcj7dOu+QbcvXt2cRtQyT9PR05fTvt99+q6zfbq5Hjx7ffffd0qVLiz+Bt2DtIXDkyBGLFi5cuJCUlOTq6hocHKzVah/AAwoAHAJfYQIArJOUlBQYGFipUqXU1FRToa+vr7JAd1pamnll5QrYSZMm/fHHHzVr1jStYy8irq6uTZs2zcrKsljR+tKlS+++++6SJUu8vb3V96pFixYiMn36dIvyGTNmiIjpO4UCbOXl5dWwYcP09PRFixaZ1zl06NDBgwdztplHyHA4a9euTU1N9ff3f+KJJ3K+26tXLxHZsmWLcobZvqw6BBYuXGh+/IrI1KlTRaRVq1bK+W0OKAAomUjgAQDWqVChQuXKlTMzM8eOHZuRkaEUXrp06fPPPxeRRx991Lyy8sf3Dz/8ICJ9+/a1aGrSpEki8vbbb3/33XfKmvPXrl3r37+/0Wjs3bu3xUXCeXvvvfecnZ0XLFgwderUrKwsEUlNTR0wYMDBgwcrV66srLpX4K0++ugjEXnrrbfWr1+v9DMuLq5nz57Ozs6S42LmvEOGY1Gun+/evbvpmXDmnnnmGU9PT71er5wctlZqaqrFF16FYdUhcPPmzfbt2yvXzKenp7///vtz5swRkYkTJxagNWv7wAEFAAVGAg8AsNqXX34pIrNmzSpfvnydOnWqVasWGhoaGxv7yCOPvP766+Y1w8PD69Wrp7zOee1ry5Ytx48fn56e3qNHD19f31q1alWuXHnnzp1169Y1f0i1GtWqVfv4448NBsOYMWO8vLwiIiJ8fHy++eabgICARYsWWVypa+1WTz/99IgRI+7cudOpU6dy5cpVqVIlMjLS19d32rRpkmM9sLxDhgNJTEzcvHmziPTu3fu+FcqUKdOpUyfJZS36POh0Oj8/v+zs7AYNGuS8Mr9grDoEBg4c+Ouvv4aEhISEhHh7e7/33nsajWbixIlNmjQpQGvW9oEDCgAKjAQeAGC1jh077tmzR/nj+/Tp02lpaU2bNp09e/b27dtz/mWvZDjNmjVTHmdtYeLEiZs2berSpYuvr29CQkK9evU+/vjjAwcO5HzEVL5Gjx69devW3r17h4WFJSQk1K9ff8iQIUeOHGndunXht/rss8+WLVvWrl07o9GYkZExZMiQ7du3K4/mzrl0dt4hw1EsX748Ozs7ODi4efPmudVRrqLfv3//2bNn82jKxcWlTp065o+Xmzt3btWqVS9dunT+/HlbdVj9IfDCCy9s2bKlc+fOBoMhICCgU6dOGzduHD9+fMFaK8BWHFAAUDAa5colAP/X3h2jJhKGARguNNrlFIpgaZuA2AjjAWysbCSgN8gN0oYguYBVQOwUOxHsPIMHCASMIEoCWwQWCQsLZgf3G56nHKb4v+JHX2Z+BkhJp9MZjUaPj4+DweDSa/nH7u7unp+f1+v1t3O5GR6Z6JIkmU6ny+Xy5ubm0mv5zoYC+CtP4AFI0Xa7HY/H+Xy+3W5fei3nu729vbq6WiwWpxdfX19Ho9H19XW1Wj29no2RIT02FMDZBDwAqfj8/Dwej/f39/v9vtVqfX31Pah2u/3x8dHtdmez2W63e3t7m8/njUbj/f291+sVi8Wv27I0MqTHhgI4m1foAUhFs9lcLBaHw6FQKKxWq1qtdukV/Ui/3x8Oh99+NJMkeXl5+X1cP2Mjk0n/ySv0NhTAef7wTRQA+LlKpbJarcrl8sPDQwb+eT89PQ0Gg8lkstlscrlcqVSq1Wr1ev30noyNDOmxoQDO4wk8AAAABOAMPAAAAAQg4AEAACAAAQ8AAAABCHgAAAAIQMADAABAAAIeAAAAAhDwAAAAEICABwAAgAAEPAAAAAQg4AEAACAAAQ8AAAABCHgAAAAIQMADAABAAAIeAAAAAhDwAAAAEICABwAAgAAEPAAAAAQg4AEAACAAAQ8AAAABCHgAAAAIQMADAABAAAIeAAAAAhDwAAAAEICABwAAgAAEPAAAAAQg4AEAACAAAQ8AAAABCHgAAAAIQMADAABAAAIeAAAAAhDwAAAAEICABwAAgAAEPAAAAAQg4AEAACCAX4aid2u/YocoAAAAAElFTkSuQmCC" width="672" /></p>
<pre class="r"><code>ggsave( paste0("figures/", "fig17b.png"), width = 16, height = 9, bg = "white",
scale = .4)</code></pre>
<pre><code>## `geom_smooth()` using method = 'loess' and formula = 'y ~ x'</code></pre>
<pre><code>## Warning: Removed 2 rows containing non-finite values (`stat_smooth()`).</code></pre>
<pre class="r"><code>rm(dt_p, dt_citing_cited_journals, dt_plot_angrist)</code></pre>
<p>The change is radical: in this new version, economics is the only
discipline that remains below the 10% line in all panels.</p>
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