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       "        outerWidth:t.fn.outerWidth,outerHeight:t.fn.outerHeight};t.fn[\"inner\"+n]=function(i){return i===e?a[\"inner\"+n].call(this):this.each(function(){t(this).css(o,r(this,i)+\"px\")})},t.fn[\"outer\"+n]=function(e,i){return\"number\"!=typeof e?a[\"outer\"+n].call(this,e):this.each(function(){t(this).css(o,r(this,e,!0,i)+\"px\")})}}),t.fn.addBack||(t.fn.addBack=function(t){return this.add(null==t?this.prevObject:this.prevObject.filter(t))}),t(\"<a>\").data(\"a-b\",\"a\").removeData(\"a-b\").data(\"a-b\")&&(t.fn.removeData=function(e){return function(i){return arguments.length?e.call(this,t.camelCase(i)):e.call(this)}}(t.fn.removeData)),t.ui.ie=!!/msie [\\w.]+/.exec(navigator.userAgent.toLowerCase()),t.support.selectstart=\"onselectstart\"in document.createElement(\"div\"),t.fn.extend({disableSelection:function(){return this.bind((t.support.selectstart?\"selectstart\":\"mousedown\")+\".ui-disableSelection\",function(t){t.preventDefault()})},enableSelection:function(){return this.unbind(\".ui-disableSelection\")}}),t.extend(t.ui,{plugin:{add:function(e,i,n){var r,s=t.ui[e].prototype;for(r in n)s.plugins[r]=s.plugins[r]||[],s.plugins[r].push([i,n[r]])},call:function(t,e,i){var n,r=t.plugins[e];if(r&&t.element[0].parentNode&&11!==t.element[0].parentNode.nodeType)for(n=0;n<r.length;n++)t.options[r[n][0]]&&r[n][1].apply(t.element,i)}},hasScroll:function(e,i){if(\"hidden\"===t(e).css(\"overflow\"))return!1;var n=i&&\"left\"===i?\"scrollLeft\":\"scrollTop\",r=!1;return e[n]>0?!0:(e[n]=1,r=e[n]>0,e[n]=0,r)}})}(n),function(t,e){var i=0,n=Array.prototype.slice,r=t.cleanData;t.cleanData=function(e){for(var i,n=0;null!=(i=e[n]);n++)try{t(i).triggerHandler(\"remove\")}catch(s){}r(e)},t.widget=function(e,i,n){var r,s,o,a,l={},u=e.split(\".\")[0];e=e.split(\".\")[1],r=u+\"-\"+e,n||(n=i,i=t.Widget),t.expr[\":\"][r.toLowerCase()]=function(e){return!!t.data(e,r)},t[u]=t[u]||{},s=t[u][e],o=t[u][e]=function(t,e){return this._createWidget?void(arguments.length&&this._createWidget(t,e)):new o(t,e)},t.extend(o,s,{version:n.version,_proto:t.extend({},n),_childConstructors:[]}),a=new i,a.options=t.widget.extend({},a.options),t.each(n,function(e,n){return t.isFunction(n)?void(l[e]=function(){var t=function(){return i.prototype[e].apply(this,arguments)},r=function(t){return i.prototype[e].apply(this,t)};return function(){var e,i=this._super,s=this._superApply;return this._super=t,this._superApply=r,e=n.apply(this,arguments),this._super=i,this._superApply=s,e}}()):void(l[e]=n)}),o.prototype=t.widget.extend(a,{widgetEventPrefix:s?a.widgetEventPrefix:e},l,{constructor:o,namespace:u,widgetName:e,widgetFullName:r}),s?(t.each(s._childConstructors,function(e,i){var n=i.prototype;t.widget(n.namespace+\".\"+n.widgetName,o,i._proto)}),delete s._childConstructors):i._childConstructors.push(o),t.widget.bridge(e,o)},t.widget.extend=function(i){for(var r,s,o=n.call(arguments,1),a=0,l=o.length;l>a;a++)for(r in o[a])s=o[a][r],o[a].hasOwnProperty(r)&&s!==e&&(t.isPlainObject(s)?i[r]=t.isPlainObject(i[r])?t.widget.extend({},i[r],s):t.widget.extend({},s):i[r]=s);return i},t.widget.bridge=function(i,r){var s=r.prototype.widgetFullName||i;t.fn[i]=function(o){var a=\"string\"==typeof o,l=n.call(arguments,1),u=this;return o=!a&&l.length?t.widget.extend.apply(null,[o].concat(l)):o,a?this.each(function(){var n,r=t.data(this,s);return r?t.isFunction(r[o])&&\"_\"!==o.charAt(0)?(n=r[o].apply(r,l),n!==r&&n!==e?(u=n&&n.jquery?u.pushStack(n.get()):n,!1):void 0):t.error(\"no such method '\"+o+\"' for \"+i+\" widget instance\"):t.error(\"cannot call methods on \"+i+\" prior to initialization; attempted to call method '\"+o+\"'\")}):this.each(function(){var e=t.data(this,s);e?e.option(o||{})._init():t.data(this,s,new r(o,this))}),u}},t.Widget=function(){},t.Widget._childConstructors=[],t.Widget.prototype={widgetName:\"widget\",widgetEventPrefix:\"\",defaultElement:\"<div>\",options:{disabled:!1,create:null},_createWidget:function(e,n){n=t(n||this.defaultElement||this)[0],this.element=t(n),this.uuid=i++,this.eventNamespace=\".\"+this.widgetName+this.uuid,this.options=t.w
       "        return o>=h&&c>=a&&l>=p&&d>=u;case\"intersect\":return h<o+t.helperProportions.width/2&&a-t.helperProportions.width/2<c&&p<l+t.helperProportions.height/2&&u-t.helperProportions.height/2<d;case\"pointer\":return r=(t.positionAbs||t.position.absolute).left+(t.clickOffset||t.offset.click).left,s=(t.positionAbs||t.position.absolute).top+(t.clickOffset||t.offset.click).top,i(s,p,e.proportions.height)&&i(r,h,e.proportions.width);case\"touch\":return(l>=p&&d>=l||u>=p&&d>=u||p>l&&u>d)&&(o>=h&&c>=o||a>=h&&c>=a||h>o&&a>c);default:return!1}},t.ui.ddmanager={current:null,droppables:{\"default\":[]},prepareOffsets:function(e,i){var n,r,s=t.ui.ddmanager.droppables[e.options.scope]||[],o=i?i.type:null,a=(e.currentItem||e.element).find(\":data(ui-droppable)\").addBack();t:for(n=0;n<s.length;n++)if(!(s[n].options.disabled||e&&!s[n].accept.call(s[n].element[0],e.currentItem||e.element))){for(r=0;r<a.length;r++)if(a[r]===s[n].element[0]){s[n].proportions.height=0;continue t}s[n].visible=\"none\"!==s[n].element.css(\"display\"),s[n].visible&&(\"mousedown\"===o&&s[n]._activate.call(s[n],i),s[n].offset=s[n].element.offset(),s[n].proportions={width:s[n].element[0].offsetWidth,height:s[n].element[0].offsetHeight})}},drop:function(e,i){var n=!1;return t.each((t.ui.ddmanager.droppables[e.options.scope]||[]).slice(),function(){this.options&&(!this.options.disabled&&this.visible&&t.ui.intersect(e,this,this.options.tolerance)&&(n=this._drop.call(this,i)||n),!this.options.disabled&&this.visible&&this.accept.call(this.element[0],e.currentItem||e.element)&&(this.isout=!0,this.isover=!1,this._deactivate.call(this,i)))}),n},dragStart:function(e,i){e.element.parentsUntil(\"body\").bind(\"scroll.droppable\",function(){e.options.refreshPositions||t.ui.ddmanager.prepareOffsets(e,i)})},drag:function(e,i){e.options.refreshPositions&&t.ui.ddmanager.prepareOffsets(e,i),t.each(t.ui.ddmanager.droppables[e.options.scope]||[],function(){if(!this.options.disabled&&!this.greedyChild&&this.visible){var n,r,s,o=t.ui.intersect(e,this,this.options.tolerance),a=!o&&this.isover?\"isout\":o&&!this.isover?\"isover\":null;a&&(this.options.greedy&&(r=this.options.scope,s=this.element.parents(\":data(ui-droppable)\").filter(function(){return t.data(this,\"ui-droppable\").options.scope===r}),s.length&&(n=t.data(s[0],\"ui-droppable\"),n.greedyChild=\"isover\"===a)),n&&\"isover\"===a&&(n.isover=!1,n.isout=!0,n._out.call(n,i)),this[a]=!0,this[\"isout\"===a?\"isover\":\"isout\"]=!1,this[\"isover\"===a?\"_over\":\"_out\"].call(this,i),n&&\"isout\"===a&&(n.isout=!1,n.isover=!0,n._over.call(n,i)))}})},dragStop:function(e,i){e.element.parentsUntil(\"body\").unbind(\"scroll.droppable\"),e.options.refreshPositions||t.ui.ddmanager.prepareOffsets(e,i)}}}(n),function(t,e){function i(t){return parseInt(t,10)||0}function n(t){return!isNaN(parseInt(t,10))}t.widget(\"ui.resizable\",t.ui.mouse,{version:\"1.10.3\",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},_create:function(){var e,i,n,r,s,o=this,a=this.options;if(this.element.addClass(\"ui-resizable\"),t.extend(this,{_aspectRatio:!!a.aspectRatio,aspectRatio:a.aspectRatio,originalElement:this.element,_proportionallyResizeElements:[],_helper:a.helper||a.ghost||a.animate?a.helper||\"ui-resizable-helper\":null}),this.element[0].nodeName.match(/canvas|textarea|input|select|button|img/i)&&(this.element.wrap(t(\"<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.data(\"ui-resizable\")),this.elementIsWrapper=!0,this.element.css({marginLeft:this.originalElement.css(\"marginLeft\"),marginTop:this.originalElement.css(\"marginTop\"),marginRigh
       "        return\"pointer\"===this.options.tolerance||this.options.forcePointerForContainers||\"pointer\"!==this.options.tolerance&&this.helperProportions[this.floating?\"width\":\"height\"]>t[this.floating?\"width\":\"height\"]?d:s<e+this.helperProportions.width/2&&i-this.helperProportions.width/2<o&&a<n+this.helperProportions.height/2&&r-this.helperProportions.height/2<l},_intersectsWithPointer:function(t){var e=\"x\"===this.options.axis||i(this.positionAbs.top+this.offset.click.top,t.top,t.height),n=\"y\"===this.options.axis||i(this.positionAbs.left+this.offset.click.left,t.left,t.width),r=e&&n,s=this._getDragVerticalDirection(),o=this._getDragHorizontalDirection();return r?this.floating?o&&\"right\"===o||\"down\"===s?2:1:s&&(\"down\"===s?2:1):!1},_intersectsWithSides:function(t){var e=i(this.positionAbs.top+this.offset.click.top,t.top+t.height/2,t.height),n=i(this.positionAbs.left+this.offset.click.left,t.left+t.width/2,t.width),r=this._getDragVerticalDirection(),s=this._getDragHorizontalDirection();return this.floating&&s?\"right\"===s&&n||\"left\"===s&&!n:r&&(\"down\"===r&&e||\"up\"===r&&!e)},_getDragVerticalDirection:function(){var t=this.positionAbs.top-this.lastPositionAbs.top;return 0!==t&&(t>0?\"down\":\"up\")},_getDragHorizontalDirection:function(){var t=this.positionAbs.left-this.lastPositionAbs.left;return 0!==t&&(t>0?\"right\":\"left\")},refresh:function(t){return this._refreshItems(t),this.refreshPositions(),this},_connectWith:function(){var t=this.options;return t.connectWith.constructor===String?[t.connectWith]:t.connectWith},_getItemsAsjQuery:function(e){var i,n,r,s,o=[],a=[],l=this._connectWith();if(l&&e)for(i=l.length-1;i>=0;i--)for(r=t(l[i]),n=r.length-1;n>=0;n--)s=t.data(r[n],this.widgetFullName),s&&s!==this&&!s.options.disabled&&a.push([t.isFunction(s.options.items)?s.options.items.call(s.element):t(s.options.items,s.element).not(\".ui-sortable-helper\").not(\".ui-sortable-placeholder\"),s]);for(a.push([t.isFunction(this.options.items)?this.options.items.call(this.element,null,{options:this.options,item:this.currentItem}):t(this.options.items,this.element).not(\".ui-sortable-helper\").not(\".ui-sortable-placeholder\"),this]),i=a.length-1;i>=0;i--)a[i][0].each(function(){o.push(this)});return t(o)},_removeCurrentsFromItems:function(){var e=this.currentItem.find(\":data(\"+this.widgetName+\"-item)\");this.items=t.grep(this.items,function(t){for(var i=0;i<e.length;i++)if(e[i]===t.item[0])return!1;return!0})},_refreshItems:function(e){this.items=[],this.containers=[this];var i,n,r,s,o,a,l,u,h=this.items,c=[[t.isFunction(this.options.items)?this.options.items.call(this.element[0],e,{item:this.currentItem}):t(this.options.items,this.element),this]],p=this._connectWith();if(p&&this.ready)for(i=p.length-1;i>=0;i--)for(r=t(p[i]),n=r.length-1;n>=0;n--)s=t.data(r[n],this.widgetFullName),s&&s!==this&&!s.options.disabled&&(c.push([t.isFunction(s.options.items)?s.options.items.call(s.element[0],e,{item:this.currentItem}):t(s.options.items,s.element),s]),this.containers.push(s));for(i=c.length-1;i>=0;i--)for(o=c[i][1],a=c[i][0],n=0,u=a.length;u>n;n++)l=t(a[n]),l.data(this.widgetName+\"-item\",o),h.push({item:l,instance:o,width:0,height:0,left:0,top:0})},refreshPositions:function(e){this.offsetParent&&this.helper&&(this.offset.parent=this._getParentOffset());var i,n,r,s;for(i=this.items.length-1;i>=0;i--)n=this.items[i],n.instance!==this.currentContainer&&this.currentContainer&&n.item[0]!==this.currentItem[0]||(r=this.options.toleranceElement?t(this.options.toleranceElement,n.item):n.item,e||(n.width=r.outerWidth(),n.height=r.outerHeight()),s=r.offset(),n.left=s.left,n.top=s.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--)s=this.containers[i].element.offset(),this.containers[i].containerCache.left=s.left,this.containers[i].containerCache.top=s.top,this.containers[i].containerCache.width=this.containers[i].element.outerWidth(),this.containers[i].containerCache.height=this.containers[i].element.ou
       "        this._destroyIcons(),this._refresh()},_processPanels:function(){this.headers=this.element.find(this.options.header).addClass(\"ui-accordion-header ui-helper-reset ui-state-default ui-corner-all\"),this.headers.next().addClass(\"ui-accordion-content ui-helper-reset ui-widget-content ui-corner-bottom\").filter(\":not(.ui-accordion-content-active)\").hide()},_refresh:function(){var e,n=this.options,r=n.heightStyle,s=this.element.parent(),o=this.accordionId=\"ui-accordion-\"+(this.element.attr(\"id\")||++i);this.active=this._findActive(n.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(e){var i=t(this),n=i.attr(\"id\"),r=i.next(),s=r.attr(\"id\");n||(n=o+\"-header-\"+e,i.attr(\"id\",n)),s||(s=o+\"-panel-\"+e,r.attr(\"id\",s)),i.attr(\"aria-controls\",s),r.attr(\"aria-labelledby\",n)}).next().attr(\"role\",\"tabpanel\"),this.headers.not(this.active).attr({\"aria-selected\":\"false\",tabIndex:-1}).next().attr({\"aria-expanded\":\"false\",\"aria-hidden\":\"true\"}).hide(),this.active.length?this.active.attr({\"aria-selected\":\"true\",tabIndex:0}).next().attr({\"aria-expanded\":\"true\",\"aria-hidden\":\"false\"}):this.headers.eq(0).attr(\"tabIndex\",0),this._createIcons(),this._setupEvents(n.event),\"fill\"===r?(e=s.height(),this.element.siblings(\":visible\").each(function(){var i=t(this),n=i.css(\"position\");\"absolute\"!==n&&\"fixed\"!==n&&(e-=i.outerHeight(!0))}),this.headers.each(function(){e-=t(this).outerHeight(!0)}),this.headers.next().each(function(){t(this).height(Math.max(0,e-t(this).innerHeight()+t(this).height()))}).css(\"overflow\",\"auto\")):\"auto\"===r&&(e=0,this.headers.next().each(function(){e=Math.max(e,t(this).css(\"height\",\"\").height())}).height(e))},_activate:function(e){var i=this._findActive(e)[0];i!==this.active[0]&&(i=i||this.active[0],this._eventHandler({target:i,currentTarget:i,preventDefault:t.noop}))},_findActive:function(e){return\"number\"==typeof e?this.headers.eq(e):t()},_setupEvents:function(e){var i={keydown:\"_keydown\"};e&&t.each(e.split(\" \"),function(t,e){i[e]=\"_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(e){var i=this.options,n=this.active,r=t(e.currentTarget),s=r[0]===n[0],o=s&&i.collapsible,a=o?t():r.next(),l=n.next(),u={oldHeader:n,oldPanel:l,newHeader:o?t():r,newPanel:a};e.preventDefault(),s&&!i.collapsible||this._trigger(\"beforeActivate\",e,u)===!1||(i.active=o?!1:this.headers.index(r),this.active=s?t():r,this._toggle(u),n.removeClass(\"ui-accordion-header-active ui-state-active\"),i.icons&&n.children(\".ui-accordion-header-icon\").removeClass(i.icons.activeHeader).addClass(i.icons.header),s||(r.removeClass(\"ui-corner-all\").addClass(\"ui-accordion-header-active ui-state-active ui-corner-top\"),i.icons&&r.children(\".ui-accordion-header-icon\").removeClass(i.icons.header).addClass(i.icons.activeHeader),r.next().addClass(\"ui-accordion-content-active\")))},_toggle:function(e){var i=e.newPanel,n=this.prevShow.length?this.prevShow:e.oldPanel;this.prevShow.add(this.prevHide).stop(!0,!0),this.prevShow=i,this.prevHide=n,this.options.animate?this._animate(i,n,e):(n.hide(),i.show(),this._toggleComplete(e)),n.attr({\"aria-expanded\":\"false\",\"aria-hidden\":\"true\"}),n.prev().attr(\"aria-selected\",\"false\"),i.length&&n.length?n.prev().attr(\"tabIndex\",-1):i.length&&this.headers.filter(function(){return 0===t(this).attr(\"tabIndex\")}).attr(\"tabIndex\",-1),i.attr({\"aria-expanded\":\"true\",\"aria-hidden\":\"false\"}).prev().attr({\"aria-selected\":\"true\",tabIndex:0})},_animate:function(t,e,i){var s,o,a,l=this,u=0,h=t.length&&(!e.length||t.index()<e.index()),c=this.options.animate||{},p=h&&c.down||c,d=function(){l._toggleComplete(i)};return\"number\"==typeof p&&(a=p),\"string\"==typeof p&&(o=p),o=
       "        t.datepicker._lastInput=e,t.datepicker._setDateFromField(i),t.datepicker._inDialog&&(e.value=\"\"),t.datepicker._pos||(t.datepicker._pos=t.datepicker._findPos(e),t.datepicker._pos[1]+=e.offsetHeight),o=!1,t(e).parents().each(function(){return o|=\"fixed\"===t(this).css(\"position\"),!o}),a={left:t.datepicker._pos[0],top:t.datepicker._pos[1]},t.datepicker._pos=null,i.dpDiv.empty(),i.dpDiv.css({position:\"absolute\",display:\"block\",top:\"-1000px\"}),t.datepicker._updateDatepicker(i),a=t.datepicker._checkOffset(i,a,o),i.dpDiv.css({position:t.datepicker._inDialog&&t.blockUI?\"static\":o?\"fixed\":\"absolute\",display:\"none\",left:a.left+\"px\",top:a.top+\"px\"}),i.inline||(l=t.datepicker._get(i,\"showAnim\"),u=t.datepicker._get(i,\"duration\"),i.dpDiv.zIndex(t(e).zIndex()+1),t.datepicker._datepickerShowing=!0,t.effects&&t.effects.effect[l]?i.dpDiv.show(l,t.datepicker._get(i,\"showOptions\"),u):i.dpDiv[l||\"show\"](l?u:null),t.datepicker._shouldFocusInput(i)&&i.input.focus(),t.datepicker._curInst=i))}},_updateDatepicker:function(e){this.maxRows=4,s=e,e.dpDiv.empty().append(this._generateHTML(e)),this._attachHandlers(e),e.dpDiv.find(\".\"+this._dayOverClass+\" a\").mouseover();var i,n=this._getNumberOfMonths(e),r=n[1],o=17;e.dpDiv.removeClass(\"ui-datepicker-multi-2 ui-datepicker-multi-3 ui-datepicker-multi-4\").width(\"\"),r>1&&e.dpDiv.addClass(\"ui-datepicker-multi-\"+r).css(\"width\",o*r+\"em\"),e.dpDiv[(1!==n[0]||1!==n[1]?\"add\":\"remove\")+\"Class\"](\"ui-datepicker-multi\"),e.dpDiv[(this._get(e,\"isRTL\")?\"add\":\"remove\")+\"Class\"](\"ui-datepicker-rtl\"),e===t.datepicker._curInst&&t.datepicker._datepickerShowing&&t.datepicker._shouldFocusInput(e)&&e.input.focus(),e.yearshtml&&(i=e.yearshtml,setTimeout(function(){i===e.yearshtml&&e.yearshtml&&e.dpDiv.find(\"select.ui-datepicker-year:first\").replaceWith(e.yearshtml),i=e.yearshtml=null},0))},_shouldFocusInput:function(t){return t.input&&t.input.is(\":visible\")&&!t.input.is(\":disabled\")&&!t.input.is(\":focus\")},_checkOffset:function(e,i,n){var r=e.dpDiv.outerWidth(),s=e.dpDiv.outerHeight(),o=e.input?e.input.outerWidth():0,a=e.input?e.input.outerHeight():0,l=document.documentElement.clientWidth+(n?0:t(document).scrollLeft()),u=document.documentElement.clientHeight+(n?0:t(document).scrollTop());return i.left-=this._get(e,\"isRTL\")?r-o:0,i.left-=n&&i.left===e.input.offset().left?t(document).scrollLeft():0,i.top-=n&&i.top===e.input.offset().top+a?t(document).scrollTop():0,i.left-=Math.min(i.left,i.left+r>l&&l>r?Math.abs(i.left+r-l):0),i.top-=Math.min(i.top,i.top+s>u&&u>s?Math.abs(s+a):0),i},_findPos:function(e){for(var i,n=this._getInst(e),r=this._get(n,\"isRTL\");e&&(\"hidden\"===e.type||1!==e.nodeType||t.expr.filters.hidden(e));)e=e[r?\"previousSibling\":\"nextSibling\"];return i=t(e).offset(),[i.left,i.top]},_hideDatepicker:function(e){var i,n,r,s,a=this._curInst;!a||e&&a!==t.data(e,o)||this._datepickerShowing&&(i=this._get(a,\"showAnim\"),n=this._get(a,\"duration\"),r=function(){t.datepicker._tidyDialog(a)},t.effects&&(t.effects.effect[i]||t.effects[i])?a.dpDiv.hide(i,t.datepicker._get(a,\"showOptions\"),n,r):a.dpDiv[\"slideDown\"===i?\"slideUp\":\"fadeIn\"===i?\"fadeOut\":\"hide\"](i?n:null,r),i||r(),this._datepickerShowing=!1,s=this._get(a,\"onClose\"),s&&s.apply(a.input?a.input[0]:null,[a.input?a.input.val():\"\",a]),this._lastInput=null,this._inDialog&&(this._dialogInput.css({position:\"absolute\",left:\"0\",top:\"-100px\"}),t.blockUI&&(t.unblockUI(),t(\"body\").append(this.dpDiv))),this._inDialog=!1)},_tidyDialog:function(t){t.dpDiv.removeClass(this._dialogClass).unbind(\".ui-datepicker-calendar\")},_checkExternalClick:function(e){if(t.datepicker._curInst){var i=t(e.target),n=t.datepicker._getInst(i[0]);(i[0].id!==t.datepicker._mainDivId&&0===i.parents(\"#\"+t.datepicker._mainDivId).length&&!i.hasClass(t.datepicker.markerClassName)&&!i.closest(\".\"+t.datepicker._triggerClass).length&&t.datepicker._datepickerShowing&&(!t.datepicker._inDialog||!t.blockUI)||i.hasClass(t.datepicker.markerClassName)&&t.datepicker._curInst!==n)&&t.datepicker._h
       "        },_blockFrames:function(){this.iframeBlocks=this.document.find(\"iframe\").map(function(){var e=t(this);return t(\"<div>\").css({position:\"absolute\",width:e.outerWidth(),height:e.outerHeight()}).appendTo(e.parent()).offset(e.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_allowInteraction:function(e){return t(e.target).closest(\".ui-dialog\").length?!0:!!t(e.target).closest(\".ui-datepicker\").length},_createOverlay:function(){if(this.options.modal){var e=this,i=this.widgetFullName;t.ui.dialog.overlayInstances||this._delay(function(){t.ui.dialog.overlayInstances&&this.document.bind(\"focusin.dialog\",function(n){e._allowInteraction(n)||(n.preventDefault(),t(\".ui-dialog:visible:last .ui-dialog-content\").data(i)._focusTabbable())})}),this.overlay=t(\"<div>\").addClass(\"ui-widget-overlay ui-front\").appendTo(this._appendTo()),this._on(this.overlay,{mousedown:\"_keepFocus\"}),t.ui.dialog.overlayInstances++}},_destroyOverlay:function(){this.options.modal&&this.overlay&&(t.ui.dialog.overlayInstances--,t.ui.dialog.overlayInstances||this.document.unbind(\"focusin.dialog\"),this.overlay.remove(),this.overlay=null)}}),t.ui.dialog.overlayInstances=0,t.uiBackCompat!==!1&&t.widget(\"ui.dialog\",t.ui.dialog,{_position:function(){var e,i=this.options.position,n=[],r=[0,0];i?((\"string\"==typeof i||\"object\"==typeof i&&\"0\"in i)&&(n=i.split?i.split(\" \"):[i[0],i[1]],1===n.length&&(n[1]=n[0]),t.each([\"left\",\"top\"],function(t,e){+n[t]===n[t]&&(r[t]=n[t],n[t]=e)}),i={my:n[0]+(r[0]<0?r[0]:\"+\"+r[0])+\" \"+n[1]+(r[1]<0?r[1]:\"+\"+r[1]),at:n.join(\" \")}),i=t.extend({},t.ui.dialog.prototype.options.position,i)):i=t.ui.dialog.prototype.options.position,e=this.uiDialog.is(\":visible\"),e||this.uiDialog.show(),this.uiDialog.position(i),e||this.uiDialog.hide()}})}(n),function(t,e){var i=/up|down|vertical/,n=/up|left|vertical|horizontal/;t.effects.effect.blind=function(e,r){var s,o,a,l=t(this),u=[\"position\",\"top\",\"bottom\",\"left\",\"right\",\"height\",\"width\"],h=t.effects.setMode(l,e.mode||\"hide\"),c=e.direction||\"up\",p=i.test(c),d=p?\"height\":\"width\",f=p?\"top\":\"left\",g=n.test(c),m={},_=\"show\"===h;l.parent().is(\".ui-effects-wrapper\")?t.effects.save(l.parent(),u):t.effects.save(l,u),l.show(),s=t.effects.createWrapper(l).css({overflow:\"hidden\"}),o=s[d](),a=parseFloat(s.css(f))||0,m[d]=_?o:0,g||(l.css(p?\"bottom\":\"right\",0).css(p?\"top\":\"left\",\"auto\").css({position:\"absolute\"}),m[f]=_?a:o+a),_&&(s.css(d,0),g||s.css(f,a+o)),s.animate(m,{duration:e.duration,easing:e.easing,queue:!1,complete:function(){\"hide\"===h&&l.hide(),t.effects.restore(l,u),t.effects.removeWrapper(l),r()}})}}(n),function(t,e){t.effects.effect.bounce=function(e,i){var n,r,s,o=t(this),a=[\"position\",\"top\",\"bottom\",\"left\",\"right\",\"height\",\"width\"],l=t.effects.setMode(o,e.mode||\"effect\"),u=\"hide\"===l,h=\"show\"===l,c=e.direction||\"up\",p=e.distance,d=e.times||5,f=2*d+(h||u?1:0),g=e.duration/f,m=e.easing,_=\"up\"===c||\"down\"===c?\"top\":\"left\",v=\"up\"===c||\"left\"===c,y=o.queue(),b=y.length;for((h||u)&&a.push(\"opacity\"),t.effects.save(o,a),o.show(),t.effects.createWrapper(o),p||(p=o[\"top\"===_?\"outerHeight\":\"outerWidth\"]()/3),h&&(s={opacity:1},s[_]=0,o.css(\"opacity\",0).css(_,v?2*-p:2*p).animate(s,g,m)),u&&(p/=Math.pow(2,d-1)),s={},s[_]=0,n=0;d>n;n++)r={},r[_]=(v?\"-=\":\"+=\")+p,o.animate(r,g,m).animate(s,g,m),p=u?2*p:p/2;u&&(r={opacity:0},r[_]=(v?\"-=\":\"+=\")+p,o.animate(r,g,m)),o.queue(function(){u&&o.hide(),t.effects.restore(o,a),t.effects.removeWrapper(o),i()}),b>1&&y.splice.apply(y,[1,0].concat(y.splice(b,f+1))),o.dequeue()}}(n),function(t,e){t.effects.effect.clip=function(e,i){var n,r,s,o=t(this),a=[\"position\",\"top\",\"bottom\",\"left\",\"right\",\"height\",\"width\"],l=t.effects.setMode(o,e.mode||\"hide\"),u=\"show\"===l,h=e.direction||\"vertical\",c=\"vertical\"===h,p=c?\"height\":\"width\",d=c?\"top\":\"left\",f={};t.effects.save(o,a),o.show(),n=t.effects.createWrapper(o).css({overflow:\"hidden\"}),r=\"IMG\"
       "        r.length>i&&(r.slice(i).remove(),r=r.slice(0,i)),e=r.length;i>e;e++)o.push(s);this.handles=r.add(t(o.join(\"\")).appendTo(this.element)),this.handle=this.handles.eq(0),this.handles.each(function(e){t(this).data(\"ui-slider-handle-index\",e)})},_createRange:function(){var e=this.options,i=\"\";e.range?(e.range===!0&&(e.values?e.values.length&&2!==e.values.length?e.values=[e.values[0],e.values[0]]:t.isArray(e.values)&&(e.values=e.values.slice(0)):e.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=t(\"<div></div>\").appendTo(this.element),i=\"ui-slider-range ui-widget-header ui-corner-all\"),this.range.addClass(i+(\"min\"===e.range||\"max\"===e.range?\" ui-slider-range-\"+e.range:\"\"))):this.range=t([])},_setupEvents:function(){var t=this.handles.add(this.range).filter(\"a\");this._off(t),this._on(t,this._handleEvents),this._hoverable(t),this._focusable(t)},_destroy:function(){this.handles.remove(),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(e){var i,n,r,s,o,a,l,u,h=this,c=this.options;return c.disabled?!1:(this.elementSize={width:this.element.outerWidth(),height:this.element.outerHeight()},this.elementOffset=this.element.offset(),i={x:e.pageX,y:e.pageY},n=this._normValueFromMouse(i),r=this._valueMax()-this._valueMin()+1,this.handles.each(function(e){var i=Math.abs(n-h.values(e));(r>i||r===i&&(e===h._lastChangedValue||h.values(e)===c.min))&&(r=i,s=t(this),o=e)}),a=this._start(e,o),a===!1?!1:(this._mouseSliding=!0,this._handleIndex=o,s.addClass(\"ui-state-active\").focus(),l=s.offset(),u=!t(e.target).parents().addBack().is(\".ui-slider-handle\"),this._clickOffset=u?{left:0,top:0}:{left:e.pageX-l.left-s.width()/2,top:e.pageY-l.top-s.height()/2-(parseInt(s.css(\"borderTopWidth\"),10)||0)-(parseInt(s.css(\"borderBottomWidth\"),10)||0)+(parseInt(s.css(\"marginTop\"),10)||0)},this.handles.hasClass(\"ui-state-hover\")||this._slide(e,o,n),this._animateOff=!0,!0))},_mouseStart:function(){return!0},_mouseDrag:function(t){var e={x:t.pageX,y:t.pageY},i=this._normValueFromMouse(e);return this._slide(t,this._handleIndex,i),!1},_mouseStop:function(t){return this.handles.removeClass(\"ui-state-active\"),this._mouseSliding=!1,this._stop(t,this._handleIndex),this._change(t,this._handleIndex),this._handleIndex=null,this._clickOffset=null,this._animateOff=!1,!1},_detectOrientation:function(){this.orientation=\"vertical\"===this.options.orientation?\"vertical\":\"horizontal\"},_normValueFromMouse:function(t){var e,i,n,r,s;return\"horizontal\"===this.orientation?(e=this.elementSize.width,i=t.x-this.elementOffset.left-(this._clickOffset?this._clickOffset.left:0)):(e=this.elementSize.height,i=t.y-this.elementOffset.top-(this._clickOffset?this._clickOffset.top:0)),n=i/e,n>1&&(n=1),0>n&&(n=0),\"vertical\"===this.orientation&&(n=1-n),r=this._valueMax()-this._valueMin(),s=this._valueMin()+n*r,this._trimAlignValue(s)},_start:function(t,e){var i={handle:this.handles[e],value:this.value()};return this.options.values&&this.options.values.length&&(i.value=this.values(e),i.values=this.values()),this._trigger(\"start\",t,i)},_slide:function(t,e,i){var n,r,s;this.options.values&&this.options.values.length?(n=this.values(e?0:1),2===this.options.values.length&&this.options.range===!0&&(0===e&&i>n||1===e&&n>i)&&(i=n),i!==this.values(e)&&(r=this.values(),r[e]=i,s=this._trigger(\"slide\",t,{handle:this.handles[e],value:i,values:r}),n=this.values(e?0:1),s!==!1&&this.values(e,i,!0))):i!==this.value()&&(s=this._trigger(\"slide\",t,{handle:this.handles[e],value:i}),s!==!1&&this.value(i))},_stop:function(t,e){var i={handle:this.handles[e],value:this.value()};this.options.values&&this.options.values.length&&(i.value=this.values(e),i.values=this.values()),this._trigger(\"stop\",t,i)},_change:function(t,e){if(!this._keySliding&&!this._mouseSliding){var i={handle:this.handles[e],valu
       "        t(\"./position\"),function(t,e){t.widget(\"ui.menu\",{version:\"1.10.4\",defaultElement:\"<ul>\",delay:300,options:{icons:{submenu:\"ui-icon-carat-1-e\"},menus:\"ul\",position:{my:\"left 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 ui-corner-all\").toggleClass(\"ui-menu-icons\",!!this.element.find(\".ui-icon\").length).attr({role:this.options.role,tabIndex:0}).bind(\"click\"+this.eventNamespace,t.proxy(function(t){this.options.disabled&&t.preventDefault()},this)),this.options.disabled&&this.element.addClass(\"ui-state-disabled\").attr(\"aria-disabled\",\"true\"),this._on({\"mousedown .ui-menu-item > a\":function(t){t.preventDefault()},\"click .ui-state-disabled > a\":function(t){t.preventDefault()},\"click .ui-menu-item:has(a)\":function(e){var i=t(e.target).closest(\".ui-menu-item\");!this.mouseHandled&&i.not(\".ui-state-disabled\").length&&(this.select(e),e.isPropagationStopped()||(this.mouseHandled=!0),i.has(\".ui-menu\").length?this.expand(e):!this.element.is(\":focus\")&&t(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(e){var i=t(e.currentTarget);i.siblings().children(\".ui-state-active\").removeClass(\"ui-state-active\"),this.focus(e,i)},mouseleave:\"collapseAll\",\"mouseleave .ui-menu\":\"collapseAll\",focus:function(t,e){var i=this.active||this.element.children(\".ui-menu-item\").eq(0);e||this.focus(t,i)},blur:function(e){this._delay(function(){t.contains(this.element[0],this.document[0].activeElement)||this.collapseAll(e)})},keydown:\"_keydown\"}),this.refresh(),this._on(this.document,{click:function(e){t(e.target).closest(\".ui-menu\").length||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-corner-all ui-menu-icons\").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\").children(\"a\").removeUniqueId().removeClass(\"ui-corner-all ui-state-hover\").removeAttr(\"tabIndex\").removeAttr(\"role\").removeAttr(\"aria-haspopup\").children().each(function(){var e=t(this);e.data(\"ui-menu-submenu-carat\")&&e.remove()}),this.element.find(\".ui-menu-divider\").removeClass(\"ui-menu-divider ui-widget-content\")},_keydown:function(e){function i(t){return t.replace(/[\\-\\[\\]{}()*+?.,\\\\\\^$|#\\s]/g,\"\\\\$&\")}var n,r,s,o,a,l=!0;switch(e.keyCode){case t.ui.keyCode.PAGE_UP:this.previousPage(e);break;case t.ui.keyCode.PAGE_DOWN:this.nextPage(e);break;case t.ui.keyCode.HOME:this._move(\"first\",\"first\",e);break;case t.ui.keyCode.END:this._move(\"last\",\"last\",e);break;case t.ui.keyCode.UP:this.previous(e);break;case t.ui.keyCode.DOWN:this.next(e);break;case t.ui.keyCode.LEFT:this.collapse(e);break;case t.ui.keyCode.RIGHT:this.active&&!this.active.is(\".ui-state-disabled\")&&this.expand(e);break;case t.ui.keyCode.ENTER:case t.ui.keyCode.SPACE:this._activate(e);break;case t.ui.keyCode.ESCAPE:this.collapse(e);break;default:l=!1,r=this.previousFilter||\"\",s=String.fromCharCode(e.keyCode),o=!1,clearTimeout(this.filterTimer),s===r?o=!0:s=r+s,a=new RegExp(\"^\"+i(s),\"i\"),n=this.activeMenu.children(\".ui-menu-item\").filter(function(){return a.test(t(this).children(\"a\").text())}),n=o&&-1!==n.index(this.active.next())?this.active.nextAll(\".ui-menu-item\"):n,n.length||(s=String.fromCharCode(e.keyCode),a=new RegExp(\"^\"+i(s),\"i\"),n=this.activeMenu.children(\".ui-menu-item\").filter(function(){return a.test(t(this).children(\"a\").text())})),n.length?(this.focus(e,n),n.len
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       "        e=0,k>0)i=n;else{if(!(0>k))return i=n,void(r=-this.b);i=-n}return o=w*w+x*x,s=Math.sqrt(o),a=k*h,u=Math.sqrt(a*a+o),d=a/u,g=s/u,f=d*d*d,l=k+this.b*this.ep2*f,y=s-this.a*this.es*g*g*g,p=Math.sqrt(l*l+y*y),m=l/p,_=y/p,v=this.a/Math.sqrt(1-this.es*m*m),r=_>=c?s/_-v:-c>=_?s/-_-v:k/m+v*(this.es-1),b===!1&&(i=Math.atan(m/_)),t.x=e,t.y=i,t.z=r,t},geocentric_to_wgs84:function(t){if(this.datum_type===r)t.x+=this.datum_params[0],t.y+=this.datum_params[1],t.z+=this.datum_params[2];else if(this.datum_type===s){var e=this.datum_params[0],i=this.datum_params[1],n=this.datum_params[2],o=this.datum_params[3],a=this.datum_params[4],l=this.datum_params[5],u=this.datum_params[6],h=u*(t.x-l*t.y+a*t.z)+e,c=u*(l*t.x+t.y-o*t.z)+i,p=u*(-a*t.x+o*t.y+t.z)+n;t.x=h,t.y=c,t.z=p}},geocentric_from_wgs84:function(t){if(this.datum_type===r)t.x-=this.datum_params[0],t.y-=this.datum_params[1],t.z-=this.datum_params[2];else if(this.datum_type===s){var e=this.datum_params[0],i=this.datum_params[1],n=this.datum_params[2],o=this.datum_params[3],a=this.datum_params[4],l=this.datum_params[5],u=this.datum_params[6],h=(t.x-e)/u,c=(t.y-i)/u,p=(t.z-n)/u;t.x=h+l*c-a*p,t.y=-l*h+c+o*p,t.z=a*h-o*c+p}}},e.exports=p},{}],50:[function(t,e,i){var n=1,r=2,s=3,o=5,a=6378137,l=.006694379990141316;e.exports=function(t,e,i){function u(t){return t===n||t===r}var h,c,p;if(t.compare_datums(e))return i;if(t.datum_type===o||e.datum_type===o)return i;var d=t.a,f=t.es,g=e.a,m=e.es,_=t.datum_type;if(_===s)if(0===this.apply_gridshift(t,0,i))t.a=a,t.es=l;else{if(!t.datum_params)return t.a=d,t.es=t.es,i;for(h=1,c=0,p=t.datum_params.length;p>c;c++)h*=t.datum_params[c];if(0===h)return t.a=d,t.es=t.es,i;_=t.datum_params.length>3?r:n}return e.datum_type===s&&(e.a=a,e.es=l),(t.es!==e.es||t.a!==e.a||u(_)||u(e.datum_type))&&(t.geodetic_to_geocentric(i),u(t.datum_type)&&t.geocentric_to_wgs84(i),u(e.datum_type)&&e.geocentric_from_wgs84(i),e.geocentric_to_geodetic(i)),e.datum_type===s&&this.apply_gridshift(e,1,i),t.a=d,t.es=f,e.a=g,e.es=m,i}},{}],51:[function(t,e,i){function n(t){var e=this;if(2===arguments.length){var i=arguments[1];\"string\"==typeof i?\"+\"===i.charAt(0)?n[t]=s(arguments[1]):n[t]=o(arguments[1]):n[t]=i}else if(1===arguments.length){if(Array.isArray(t))return t.map(function(t){Array.isArray(t)?n.apply(e,t):n(t)});if(\"string\"==typeof t){if(t in n)return n[t]}else\"EPSG\"in t?n[\"EPSG:\"+t.EPSG]=t:\"ESRI\"in t?n[\"ESRI:\"+t.ESRI]=t:\"IAU2000\"in t?n[\"IAU2000:\"+t.IAU2000]=t:console.log(t);return}}var r=t(\"./global\"),s=t(\"./projString\"),o=t(\"./wkt\");r(n),e.exports=n},{\"./global\":54,\"./projString\":58,\"./wkt\":86}],52:[function(t,e,i){var n=t(\"./constants/Datum\"),r=t(\"./constants/Ellipsoid\"),s=t(\"./extend\"),o=t(\"./datum\"),a=1e-10,l=.16666666666666666,u=.04722222222222222,h=.022156084656084655;e.exports=function(t){if(t.datumCode&&\"none\"!==t.datumCode){var e=n[t.datumCode];e&&(t.datum_params=e.towgs84?e.towgs84.split(\",\"):null,t.ellps=e.ellipse,t.datumName=e.datumName?e.datumName:t.datumCode)}if(!t.a){var i=r[t.ellps]?r[t.ellps]:r.WGS84;s(t,i)}return t.rf&&!t.b&&(t.b=(1-1/t.rf)*t.a),(0===t.rf||Math.abs(t.a-t.b)<a)&&(t.sphere=!0,t.b=t.a),t.a2=t.a*t.a,t.b2=t.b*t.b,t.es=(t.a2-t.b2)/t.a2,t.e=Math.sqrt(t.es),t.R_A&&(t.a*=1-t.es*(l+t.es*(u+t.es*h)),t.a2=t.a*t.a,t.b2=t.b*t.b,t.es=0),t.ep2=(t.a2-t.b2)/t.b2,t.k0||(t.k0=1),t.axis||(t.axis=\"enu\"),t.datum||(t.datum=o(t)),t}},{\"./constants/Datum\":44,\"./constants/Ellipsoid\":45,\"./datum\":49,\"./extend\":53}],53:[function(t,e,i){e.exports=function(t,e){t=t||{};var i,n;if(!e)return t;for(n in e)i=e[n],void 0!==i&&(t[n]=i);return t}},{}],54:[function(t,e,i){e.exports=function(t){t(\"EPSG:4326\",\"+title=WGS 84 (long/lat) +proj=longlat +ellps=WGS84 +datum=WGS84 +units=degrees\"),t(\"EPSG:4269\",\"+title=NAD83 (long/lat) +proj=longlat +a=6378137.0 +b=6356752.31414036 +ellps=GRS80 +datum=NAD83 +units=degrees\"),t(\"EPSG:3857\",\"+title=WGS 84 / Pseudo-Mercator +proj=merc +a=6378137 +b=6378137 +lat_ts=0.0 +lon_0=0.0 +x_0=0.0 +y_0=0 +k=1.0 +units=m +nadgrids=@null +no_defs\"),t.WGS84=t[\"EPSG:4326\"],t[\"EPS
       "        this.B_re[6]=-.6870983,this.B_im[6]=-1.1651967,this.C_re=[],this.C_im=[],this.C_re[1]=1.3231270439,this.C_im[1]=0,this.C_re[2]=-.577245789,this.C_im[2]=-.007809598,this.C_re[3]=.508307513,this.C_im[3]=-.112208952,this.C_re[4]=-.15094762,this.C_im[4]=.18200602,this.C_re[5]=1.01418179,this.C_im[5]=1.64497696,this.C_re[6]=1.9660549,this.C_im[6]=2.5127645,this.D=[],this.D[1]=1.5627014243,this.D[2]=.5185406398,this.D[3]=-.03333098,this.D[4]=-.1052906,this.D[5]=-.0368594,this.D[6]=.007317,this.D[7]=.0122,this.D[8]=.00394,this.D[9]=-.0013},i.forward=function(t){var e,i=t.x,r=t.y,s=r-this.lat0,o=i-this.long0,a=s/n*1e-5,l=o,u=1,h=0;for(e=1;10>=e;e++)u*=a,h+=this.A[e]*u;var c,p,d=h,f=l,g=1,m=0,_=0,v=0;for(e=1;6>=e;e++)c=g*d-m*f,p=m*d+g*f,g=c,m=p,_=_+this.B_re[e]*g-this.B_im[e]*m,v=v+this.B_im[e]*g+this.B_re[e]*m;return t.x=v*this.a+this.x0,t.y=_*this.a+this.y0,t},i.inverse=function(t){var e,i,r,s=t.x,o=t.y,a=s-this.x0,l=o-this.y0,u=l/this.a,h=a/this.a,c=1,p=0,d=0,f=0;for(e=1;6>=e;e++)i=c*u-p*h,r=p*u+c*h,c=i,p=r,d=d+this.C_re[e]*c-this.C_im[e]*p,f=f+this.C_im[e]*c+this.C_re[e]*p;for(var g=0;g<this.iterations;g++){var m,_,v=d,y=f,b=u,w=h;for(e=2;6>=e;e++)m=v*d-y*f,_=y*d+v*f,v=m,y=_,b+=(e-1)*(this.B_re[e]*v-this.B_im[e]*y),w+=(e-1)*(this.B_im[e]*v+this.B_re[e]*y);v=1,y=0;var x=this.B_re[1],k=this.B_im[1];for(e=2;6>=e;e++)m=v*d-y*f,_=y*d+v*f,v=m,y=_,x+=e*(this.B_re[e]*v-this.B_im[e]*y),k+=e*(this.B_im[e]*v+this.B_re[e]*y);var M=x*x+k*k;d=(b*x+w*k)/M,f=(w*x-b*k)/M}var C=d,D=f,T=1,S=0;for(e=1;9>=e;e++)T*=C,S+=this.D[e]*T;var A=this.lat0+S*n*1e5,P=this.long0+D;return t.x=P,t.y=A,t},i.names=[\"New_Zealand_Map_Grid\",\"nzmg\"]},{}],76:[function(t,e,i){var n=t(\"../common/tsfnz\"),r=t(\"../common/adjust_lon\"),s=t(\"../common/phi2z\"),o=Math.PI/2,a=Math.PI/4,l=1e-10;i.init=function(){this.no_off=this.no_off||!1,this.no_rot=this.no_rot||!1,isNaN(this.k0)&&(this.k0=1);var t=Math.sin(this.lat0),e=Math.cos(this.lat0),i=this.e*t;this.bl=Math.sqrt(1+this.es/(1-this.es)*Math.pow(e,4)),this.al=this.a*this.bl*this.k0*Math.sqrt(1-this.es)/(1-i*i);var s=n(this.e,this.lat0,t),o=this.bl/e*Math.sqrt((1-this.es)/(1-i*i));1>o*o&&(o=1);var a,l;if(isNaN(this.longc)){var u=n(this.e,this.lat1,Math.sin(this.lat1)),h=n(this.e,this.lat2,Math.sin(this.lat2));this.lat0>=0?this.el=(o+Math.sqrt(o*o-1))*Math.pow(s,this.bl):this.el=(o-Math.sqrt(o*o-1))*Math.pow(s,this.bl);var c=Math.pow(u,this.bl),p=Math.pow(h,this.bl);a=this.el/c,l=.5*(a-1/a);var d=(this.el*this.el-p*c)/(this.el*this.el+p*c),f=(p-c)/(p+c),g=r(this.long1-this.long2);this.long0=.5*(this.long1+this.long2)-Math.atan(d*Math.tan(.5*this.bl*g)/f)/this.bl,this.long0=r(this.long0);var m=r(this.long1-this.long0);this.gamma0=Math.atan(Math.sin(this.bl*m)/l),this.alpha=Math.asin(o*Math.sin(this.gamma0))}else a=this.lat0>=0?o+Math.sqrt(o*o-1):o-Math.sqrt(o*o-1),this.el=a*Math.pow(s,this.bl),l=.5*(a-1/a),this.gamma0=Math.asin(Math.sin(this.alpha)/o),this.long0=this.longc-Math.asin(l*Math.tan(this.gamma0))/this.bl;this.no_off?this.uc=0:this.lat0>=0?this.uc=this.al/this.bl*Math.atan2(Math.sqrt(o*o-1),Math.cos(this.alpha)):this.uc=-1*this.al/this.bl*Math.atan2(Math.sqrt(o*o-1),Math.cos(this.alpha))},i.forward=function(t){var e,i,s,u=t.x,h=t.y,c=r(u-this.long0);if(Math.abs(Math.abs(h)-o)<=l)s=h>0?-1:1,i=this.al/this.bl*Math.log(Math.tan(a+s*this.gamma0*.5)),e=-1*s*o*this.al/this.bl;else{var p=n(this.e,h,Math.sin(h)),d=this.el/Math.pow(p,this.bl),f=.5*(d-1/d),g=.5*(d+1/d),m=Math.sin(this.bl*c),_=(f*Math.sin(this.gamma0)-m*Math.cos(this.gamma0))/g;i=Math.abs(Math.abs(_)-1)<=l?Number.POSITIVE_INFINITY:.5*this.al*Math.log((1-_)/(1+_))/this.bl,e=Math.abs(Math.cos(this.bl*c))<=l?this.al*this.bl*c:this.al*Math.atan2(f*Math.cos(this.gamma0)+m*Math.sin(this.gamma0),Math.cos(this.bl*c))/this.bl}return this.no_rot?(t.x=this.x0+e,t.y=this.y0+i):(e-=this.uc,t.x=this.x0+i*Math.cos(this.alpha)+e*Math.sin(this.alpha),t.y=this.y0+e*Math.cos(this.alpha)-i*Math.sin(this.alpha)),t},i.inverse=function(t){var e,i;this.no_rot?(i=t.y-this.y0,e=t.x-this.x0):(i=(t.x-this.x0)*Math.cos(this.alpha)-(t.y-this.y0)*Math.sin(this.alph
       "        return t&&this._insert(t,this.data.height-1),this},clear:function(){return this.data={children:[],height:1,bbox:r(),leaf:!0},this},remove:function(t){if(!t)return this;for(var e,i,n,r,s=this.data,o=this.toBBox(t),a=[],l=[];s||a.length;){if(s||(s=a.pop(),i=a[a.length-1],e=l.pop(),r=!0),s.leaf&&(n=s.children.indexOf(t),-1!==n))return s.children.splice(n,1),a.push(s),this._condense(a),this;r||s.leaf||!p(s.bbox,o)?i?(e++,s=i.children[e],r=!1):s=null:(a.push(s),l.push(e),e=0,i=s,s=s.children[0])}return this},toBBox:function(t){return t},compareMinX:function(t,e){return t[0]-e[0]},compareMinY:function(t,e){return t[1]-e[1]},toJSON:function(){return this.data},fromJSON:function(t){return this.data=t,this},_all:function(t,e){for(var i=[];t;)t.leaf?e.push.apply(e,t.children):i.push.apply(i,t.children),t=i.pop();return e},_build:function(t,e,n,r){var s,o=n-e+1,a=this._maxEntries;if(a>=o)return s={children:t.slice(e,n+1),height:1,bbox:null,leaf:!0},i(s,this.toBBox),s;r||(r=Math.ceil(Math.log(o)/Math.log(a)),a=Math.ceil(o/Math.pow(a,r-1))),s={children:[],height:r,bbox:null};var l,u,h,c,p=Math.ceil(o/a),d=p*Math.ceil(Math.sqrt(a));for(f(t,e,n,d,this.compareMinX),l=e;n>=l;l+=d)for(h=Math.min(l+d-1,n),f(t,l,h,p,this.compareMinY),u=l;h>=u;u+=p)c=Math.min(u+p-1,h),s.children.push(this._build(t,u,c,r-1));return i(s,this.toBBox),s},_chooseSubtree:function(t,e,i,n){for(var r,s,o,a,u,c,p,d;;){if(n.push(e),e.leaf||n.length-1===i)break;for(p=d=1/0,r=0,s=e.children.length;s>r;r++)o=e.children[r],u=l(o.bbox),c=h(t,o.bbox)-u,d>c?(d=c,p=p>u?u:p,a=o):c===d&&p>u&&(p=u,a=o);e=a}return e},_insert:function(t,e,i){var n=this.toBBox,r=i?t.bbox:n(t),o=[],a=this._chooseSubtree(r,this.data,e,o);for(a.children.push(t),s(a.bbox,r);e>=0&&o[e].children.length>this._maxEntries;)this._split(o,e),e--;this._adjustParentBBoxes(r,o,e)},_split:function(t,e){var n=t[e],r=n.children.length,s=this._minEntries;this._chooseSplitAxis(n,s,r);var o={children:n.children.splice(this._chooseSplitIndex(n,s,r)),height:n.height};n.leaf&&(o.leaf=!0),i(n,this.toBBox),i(o,this.toBBox),e?t[e-1].children.push(o):this._splitRoot(n,o)},_splitRoot:function(t,e){this.data={children:[t,e],height:t.height+1},i(this.data,this.toBBox)},_chooseSplitIndex:function(t,e,i){var r,s,o,a,u,h,p,d;for(h=p=1/0,r=e;i-e>=r;r++)s=n(t,0,r,this.toBBox),o=n(t,r,i,this.toBBox),a=c(s,o),u=l(s)+l(o),h>a?(h=a,d=r,p=p>u?u:p):a===h&&p>u&&(p=u,d=r);return d},_chooseSplitAxis:function(t,e,i){var n=t.leaf?this.compareMinX:o,r=t.leaf?this.compareMinY:a,s=this._allDistMargin(t,e,i,n),l=this._allDistMargin(t,e,i,r);l>s&&t.children.sort(n)},_allDistMargin:function(t,e,i,r){t.children.sort(r);var o,a,l=this.toBBox,h=n(t,0,e,l),c=n(t,i-e,i,l),p=u(h)+u(c);for(o=e;i-e>o;o++)a=t.children[o],s(h,t.leaf?l(a):a.bbox),p+=u(h);for(o=i-e-1;o>=e;o--)a=t.children[o],s(c,t.leaf?l(a):a.bbox),p+=u(c);return p},_adjustParentBBoxes:function(t,e,i){for(var n=i;n>=0;n--)s(e[n].bbox,t)},_condense:function(t){for(var e,n=t.length-1;n>=0;n--)0===t[n].children.length?n>0?(e=t[n-1].children,e.splice(e.indexOf(t[n]),1)):this.clear():i(t[n],this.toBBox)},_initFormat:function(t){var e=[\"return a\",\" - b\",\";\"];this.compareMinX=new Function(\"a\",\"b\",e.join(t[0])),this.compareMinY=new Function(\"a\",\"b\",e.join(t[1])),this.toBBox=new Function(\"a\",\"return [a\"+t.join(\", a\")+\"];\")}},\"function\"==typeof define&&define.amd?define(\"rbush\",function(){return t}):\"undefined\"!=typeof e?e.exports=t:\"undefined\"!=typeof self?self.rbush=t:window.rbush=t}()},{}],90:[function(t,e,i){var n=function(){function t(t){return Object.prototype.toString.call(t).slice(8,-1).toLowerCase()}function e(t,e){for(var i=[];e>0;i[--e]=t);return i.join(\"\")}var i=function(){return i.cache.hasOwnProperty(arguments[0])||(i.cache[arguments[0]]=i.parse(arguments[0])),i.format.call(null,i.cache[arguments[0]],arguments)};return i.object_stringify=function(t,e,n,r){var s=\"\";if(null!=t)switch(typeof t){case\"function\":return\"[Function\"+(t.name?\": \"+t.name:\"\")+\"]\";case\"object\":if(t instanceof Error)return\"[\"+t.toString()+\"]\";if(e>=n)retu
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       "        },e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h;for(u=i.sx,h=i.sy,a=i.sinner_radius,l=i.souter_radius,o=[],r=0,s=e.length;s>r;r++)n=e[r],isNaN(u[n]+h[n]+a[n]+l[n])||(t.beginPath(),t.arc(u[n],h[n],a[n],0,2*Math.PI*2,!1),t.moveTo(u[n]+l[n],h[n]),t.arc(u[n],h[n],l[n],0,2*Math.PI*2,!0),this.visuals.fill.do_fill&&(this.visuals.fill.set_vectorize(t,n),t.fill()),this.visuals.line.do_stroke?(this.visuals.line.set_vectorize(t,n),o.push(t.stroke())):o.push(void 0));return o},e.prototype._hit_point=function(t){var e,i,n,r,s,l,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C;for(c=[t.vx,t.vy],v=c[0],y=c[1],b=this.renderer.xmapper.map_from_target(v,!0),w=b-this.max_radius,x=b+this.max_radius,k=this.renderer.ymapper.map_from_target(y,!0),M=k-this.max_radius,C=k+this.max_radius,i=[],p=function(){var t,e,i,n;for(i=this.index.search([w,M,x,C]),n=[],t=0,e=i.length;e>t;t++)h=i[t],n.push(h[4].i);return n}.call(this),s=0,l=p.length;l>s;s++)n=p[s],u=Math.pow(this.souter_radius[n],2),r=Math.pow(this.sinner_radius[n],2),f=this.renderer.xmapper.map_to_target(b),g=this.renderer.xmapper.map_to_target(this.x[n]),m=this.renderer.ymapper.map_to_target(k),_=this.renderer.ymapper.map_to_target(this.y[n]),e=Math.pow(f-g,2)+Math.pow(m-_,2),u>=e&&e>=r&&i.push([n,e]);return d=a.create_hit_test_result(),d[\"1d\"].indices=o.chain(i).sortBy(function(t){return t[1]}).map(function(t){return t[0]}).value(),d},e.prototype.draw_legend=function(t,e,i,n,r){var s,o,a,l,u,h,c,p,d;return u=null!=(l=this.get_reference_point())?l:0,o=[u],p={},p[u]=(e+i)/2,d={},d[u]=(n+r)/2,a=.5*Math.min(Math.abs(i-e),Math.abs(r-n)),h={},h[u]=.4*a,c={},c[u]=.8*a,s={sx:p,sy:d,sinner_radius:h,souter_radius:c},this._render(t,o,s)},e}(s.View),n=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.default_view=r,e.prototype.type=\"Annulus\",e.prototype.distances=[\"inner_radius\",\"outer_radius\"],e}(s.Model),e.exports={Model:n,View:r}},{\"../../common/hittest\":116,\"./glyph\":158,underscore:92}],153:[function(t,e,i){var n,r,s,o,a=function(t,e){function i(){this.constructor=t}for(var n in e)l.call(e,n)&&(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},l={}.hasOwnProperty;o=t(\"underscore\"),s=t(\"./glyph\"),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype._index_data=function(){return this._xy_index()},e.prototype._map_data=function(){return\"data\"===this.distances.radius.units?this.sradius=this.sdist(this.renderer.xmapper,this.x,this.radius):this.sradius=this.radius},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h,c,p;if(c=i.sx,p=i.sy,u=i.sradius,h=i.start_angle,r=i.end_angle,n=i.direction,this.visuals.line.do_stroke){for(l=[],o=0,a=e.length;a>o;o++)s=e[o],isNaN(c[s]+p[s]+u[s]+h[s]+r[s]+n[s])||(t.beginPath(),t.arc(c[s],p[s],u[s],h[s],r[s],n[s]),this.visuals.line.set_vectorize(t,s),l.push(t.stroke()));return l}},e.prototype.draw_legend=function(t,e,i,n,r){return this._generic_line_legend(t,e,i,n,r)},e}(s.View),n=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype.default_view=r,e.prototype.type=\"Arc\",e.prototype.visuals=[\"line\"],e.prototype.distances=[\"radius\"],e.prototype.angles=[\"start_angle\",\"end_angle\"],e.prototype.fields=[\"direction:direction\"],e.prototype.display_defaults=function(){return o.extend({},e.__super__.display_defaults.call(this),{direction:\"anticlock\"})},e}(s.Model),e.exports={Model:n,View:r}},{\"./glyph\":158,underscore:92}],154:[function(t,e,i){var n,r,s,o,a,l,u=function(t,e){function i(){this.constructor=t}for(var n in e)h.call(e,n)&&(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},h={}.hasOwnProperty;o=t(\"underscore\"),l=t(\"rbush\"),s=t(\"./glyph\"),a=function(t,e,i,n,r,s,o,a){var l,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M;for(x=[],c=[[],[]],d=m=0;2>=m;d=++m)if(0===d?(u=6*t-12*i+6*r,l=-3*t+9*i-9*r+3*o,p=3*i-3*t):(u=6*e-12*n+6*s,l=-3*e+9*n-9*s+3*a,p=3*n-3*e),Math.abs(l)<1e-12){if(Math.abs(u)<1e-12)continue;y=-p
       "        \"../../mapper/categorical_mapper\":138,proj4:56,rbush:89,underscore:92}],159:[function(t,e,i){var n,r,s,o,a,l,u,h,c=function(t,e){function i(){this.constructor=t}for(var n in e)p.call(e,n)&&(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},p={}.hasOwnProperty;u=t(\"underscore\"),h=t(\"../../common/logging\").logger,o=t(\"../../common/has_parent\"),a=t(\"../../common/plot_widget\"),n=t(\"../../range/factor_range\"),l=t(\"../../source/remote_data_source\"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return c(e,t),e.prototype.initialize=function(t){var i,n,r;return e.__super__.initialize.call(this,t),this.glyph=this.build_glyph_view(this.mget(\"glyph\")),r=this.mget(\"selection_glyph\"),null==r&&(r=this.mget(\"glyph\").clone(),r.set(this.model.selection_defaults,{silent:!0})),this.selection_glyph=this.build_glyph_view(r),n=this.mget(\"nonselection_glyph\"),null==n&&(n=this.mget(\"glyph\").clone(),n.set(this.model.nonselection_defaults,{silent:!0})),this.nonselection_glyph=this.build_glyph_view(n),i=this.mget(\"glyph\").clone(),i.set(this.model.decimated_defaults,{silent:!0}),this.decimated_glyph=this.build_glyph_view(i),this.xmapper=this.plot_view.frame.get(\"x_mappers\")[this.mget(\"x_range_name\")],this.ymapper=this.plot_view.frame.get(\"y_mappers\")[this.mget(\"y_range_name\")],this.set_data(!1),this.mget(\"data_source\")instanceof l.RemoteDataSource?this.mget(\"data_source\").setup(this.plot_view,this.glyph):void 0},e.prototype.build_glyph_view=function(t){return new t.default_view({model:t,renderer:this})},e.prototype.bind_bokeh_events=function(){return this.listenTo(this.model,\"change\",this.request_render),this.listenTo(this.mget(\"data_source\"),\"change\",this.set_data),this.listenTo(this.mget(\"data_source\"),\"select\",this.request_render),this.listenTo(this.mget(\"glyph\"),\"propchange\",function(){return this.glyph.set_visuals(this.mget(\"data_source\")),this.request_render()})},e.prototype.have_selection_glyphs=function(){return!0},e.prototype.setup_server_data=function(){},e.prototype.set_data=function(t,e){var i,n,r,s,o,a,l,u,c;for(null==t&&(t=!0),c=Date.now(),u=this.mget(\"data_source\"),this.glyph.set_data(u,e),this.glyph.set_visuals(u),this.decimated_glyph.set_visuals(u),this.selection_glyph.set_visuals(u),this.nonselection_glyph.set_visuals(u),s=u.get_length(),null==s&&(s=1),this.all_indices=function(){l=[];for(var t=0;s>=0?s>t:t>s;s>=0?t++:t--)l.push(t);return l}.apply(this),o=this.plot_model.get(\"lod_factor\"),this.decimated=[],n=r=0,a=Math.floor(this.all_indices.length/o);a>=0?a>r:r>a;n=a>=0?++r:--r)this.decimated.push(this.all_indices[n*o]);return i=Date.now()-c,h.debug(this.glyph.model.type+\" GlyphRenderer (\"+this.model.id+\"): set_data finished in \"+i+\"ms\"),this.set_data_timestamp=Date.now(),t?this.request_render():void 0},e.prototype.render=function(){var t,e,i,n,r,s,o,a,l,u,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C;if(w=Date.now(),o=this.glyph.glglyph,x=Date.now(),this.glyph.map_data(),e=Date.now()-w,k=Date.now(),u=o?this.all_indices:this.glyph._mask_data(this.all_indices),i=Date.now()-k,t=this.plot_view.canvas_view.ctx,t.save(),v=this.mget(\"data_source\").get(\"selected\"),v=v&&0!==v.length?v[\"0d\"].flag?u:v[\"1d\"].indices.length>0?v[\"1d\"].indices:v[\"2d\"].indices.length>0?v[\"2d\"].indices:[]:[],g=this.plot_model.get(\"lod_threshold\"),this.plot_view.interactive&&!o&&null!=g&&this.all_indices.length>g?(u=this.decimated,a=this.decimated_glyph,_=this.decimated_glyph,b=this.selection_glyph):(a=this.glyph,_=this.nonselection_glyph,b=this.selection_glyph),v.length&&this.have_selection_glyphs()){for(C=Date.now(),y={},c=0,d=v.length;d>c;c++)l=v[c],y[l]=!0;for(v=new Array,m=new Array,p=0,f=u.length;f>p;p++)l=u[p],null!=y[l]?v.push(l):m.push(l);r=Date.now()-C,M=Date.now(),_.render(t,m,this.glyph),b.render(t,v,this.glyph),n=Date.now()-M}else M=Date.now(),a.render(t,u,this.glyph),n=Date.now()-M;return this.last_dtrender=n,s=Date.now()-w,h.debug(this.glyph.model.type+\" GlyphRenderer (\"+this.model.id+\"): render f
       "        h.push(t.stroke())):h.push(void 0));return h},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype.default_view=s,e.prototype.type=\"Triangle\",e}(n.Model),e.exports={Model:r,View:s}},{\"./marker\":171,underscore:92}],176:[function(t,e,i){var n,r,s,o,a=function(t,e){function i(){this.constructor=t}for(var n in e)l.call(e,n)&&(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},l={}.hasOwnProperty;o=t(\"underscore\"),n=t(\"./marker\"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h,c;for(h=i.sx,c=i.sy,u=i.size,n=i.angle,l=[],s=0,o=e.length;o>s;s++)r=e[s],isNaN(h[r]+c[r]+u[r]+n[r])||(a=u[r]/2,t.beginPath(),t.translate(h[r],c[r]),n[r]&&t.rotate(n[r]),t.moveTo(-a,a),t.lineTo(a,-a),t.moveTo(-a,-a),t.lineTo(a,a),n[r]&&t.rotate(-n[r]),this.visuals.line.do_stroke&&(this.visuals.line.set_vectorize(t,r),t.stroke()),l.push(t.translate(-h[r],-c[r])));return l},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype.default_view=s,e.prototype.type=\"X\",e.prototype.props=[\"line\"],e}(n.Model),e.exports={Model:r,View:s}},{\"./marker\":171,underscore:92}],177:[function(t,e,i){var n,r,s,o,a,l=function(t,e){function i(){this.constructor=t}for(var n in e)u.call(e,n)&&(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},u={}.hasOwnProperty;o=t(\"underscore\"),a=t(\"rbush\"),n=t(\"./glyph\"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype._index_data=function(){var t,e,i,n,r,s,l,u,h;for(e=a(),n=[],t=i=0,r=this.xs.length;r>=0?r>i:i>r;t=r>=0?++i:--i)l=function(){var e,i,n,r;for(n=this.xs[t],r=[],e=0,i=n.length;i>e;e++)s=n[e],o.isNaN(s)||r.push(s);return r}.call(this),h=function(){var e,i,n,r;for(n=this.ys[t],r=[],e=0,i=n.length;i>e;e++)u=n[e],o.isNaN(u)||r.push(u);return r}.call(this),0!==l.length&&n.push([o.min(l),o.min(h),o.max(l),o.max(h),{i:t}]);return e.load(n),e},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h,c,p,d,f;for(p=i.sxs,f=i.sys,h=[],s=0,a=e.length;a>s;s++){for(n=e[s],l=[p[n],f[n]],c=l[0],d=l[1],this.visuals.line.set_vectorize(t,n),r=o=0,u=c.length;u>=0?u>o:o>u;r=u>=0?++o:--o)0!==r?isNaN(c[r])||isNaN(d[r])?(t.stroke(),t.beginPath()):t.lineTo(c[r],d[r]):(t.beginPath(),t.moveTo(c[r],d[r]));h.push(t.stroke())}return h},e.prototype.draw_legend=function(t,e,i,n,r){return this._generic_line_legend(t,e,i,n,r)},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.default_view=s,e.prototype.type=\"MultiLine\",e.prototype.visuals=[\"line\"],e.prototype.coords=[[\"xs\",\"ys\"]],e}(n.Model),e.exports={Model:r,View:s}},{\"./glyph\":158,rbush:89,underscore:92}],178:[function(t,e,i){var n,r,s,o,a=function(t,e){function i(){this.constructor=t}for(var n in e)l.call(e,n)&&(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},l={}.hasOwnProperty;o=t(\"underscore\"),n=t(\"./glyph\"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype._set_data=function(){return this.max_w2=0,\"data\"===this.distances.width.units&&(this.max_w2=this.max_width/2),this.max_h2=0,\"data\"===this.distances.height.units?this.max_h2=this.max_height/2:void 0},e.prototype._index_data=function(){return this._xy_index()},e.prototype._map_data=function(){return\"data\"===this.distances.width.units?this.sw=this.sdist(this.renderer.xmapper,this.x,this.width,\"center\"):this.sw=this.width,\"data\"===this.distances.height.units?this.sh=this.sdist(this.renderer.ymapper,this.y,this.height,\"center\"):this.sh=this.height},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h;for(u=i.sx,h=i.sy,l=i.sw,a=i.sh,o=[],r=0,s=e.length;s>r;r++)n=e[r],isNaN(u[n]+h[n]+l[n]+a[n]+this.angle[n])||(t.translate(u[n],h[n]),t.rotate(this.angle[n]),t.beginPath(),t.moveTo(0,-a[n]/
       "        this.register_property(\"rule_coords\",this._rule_coords,!1),this.add_dependencies(\"rule_coords\",this,[\"computed_bounds\",\"side\"]),this.register_property(\"tick_coords\",this._tick_coords,!1),this.add_dependencies(\"tick_coords\",this,[\"computed_bounds\",\"location\"]),this.register_property(\"ranges\",this._ranges,!0),this.register_property(\"normals\",function(){return this._normals},!0),this.register_property(\"dimension\",function(){return this._dim},!0),this.register_property(\"offsets\",this._offsets,!0)},e.prototype.initialize_layout=function(t){var e,i;return e=new h.Model({solver:t}),this.panel=e,this._top=e._top,this._bottom=e._bottom,this._left=e._left,this._right=e._right,this._width=e._width,this._height=e._height,i=this.get(\"location\"),\"above\"===i?(this._dim=0,this._normals=[0,-1],this._size=e._height,this._anchor=e._bottom):\"below\"===i?(this._dim=0,this._normals=[0,1],this._size=e._height,this._anchor=e._top):\"left\"===i?(this._dim=1,this._normals=[-1,0],this._size=e._width,this._anchor=e._right):\"right\"===i?(this._dim=1,this._normals=[1,0],this._size=e._width,this._anchor=e._left):x.error(\"unrecognized side: '\"+i+\"'\")},e.prototype.update_layout=function(t,e){var i;return i=this.get(\"visible\")?this._tick_extent(t)+this._tick_label_extent(t)+this._axis_label_extent(t):0,null==this._last_size&&(this._last_size=-1),i!==this._last_size?(this._last_size=i,null!=this._size_constraint&&e.remove_constraint(this._size_constraint),this._size_constraint=new w.Constraint(new w.Expression(this._size,-i),w.Operator.Eq),e.add_constraint(this._size_constraint)):void 0},e.prototype._offsets=function(){var t,e,i,n,r;return i=this.get(\"location\"),e=[0,0],n=e[0],r=e[1],t=this.get(\"plot\").get(\"frame\"),\"below\"===i?r=Math.abs(this.panel.get(\"top\")-t.get(\"bottom\")):\"above\"===i?r=Math.abs(this.panel.get(\"bottom\")-t.get(\"top\")):\"right\"===i?n=Math.abs(this.panel.get(\"left\")-t.get(\"right\")):\"left\"===i&&(n=Math.abs(this.panel.get(\"right\")-t.get(\"left\"))),[n,r]},e.prototype._ranges=function(){var t,e,i,n;return e=this.get(\"dimension\"),i=(e+1)%2,t=this.get(\"plot\").get(\"frame\"),n=[t.get(\"x_ranges\")[this.get(\"x_range_name\")],t.get(\"y_ranges\")[this.get(\"y_range_name\")]],[n[e],n[i]]},e.prototype._computed_bounds=function(){var t,e,i,n,r,s,o,a;return r=this.get(\"ranges\"),i=r[0],t=r[1],a=null!=(s=this.get(\"bounds\"))?s:\"auto\",n=[i.get(\"min\"),i.get(\"max\")],\"auto\"===a?n:f.isArray(a)?(Math.abs(a[0]-a[1])>Math.abs(n[0]-n[1])?(o=Math.max(Math.min(a[0],a[1]),n[0]),e=Math.min(Math.max(a[0],a[1]),n[1])):(o=Math.min(a[0],a[1]),e=Math.max(a[0],a[1])),[o,e]):(x.error(\"user bounds '\"+a+\"' not understood\"),null)},e.prototype._rule_coords=function(){var t,e,i,n,r,s,o,a,l,u,h,c;return n=this.get(\"dimension\"),r=(n+1)%2,a=this.get(\"ranges\"),o=a[0],e=a[1],l=this.get(\"computed_bounds\"),u=l[0],i=l[1],h=new Array(2),c=new Array(2),t=[h,c],s=this._get_loc(e),t[n][0]=Math.max(u,o.get(\"min\")),t[n][1]=Math.min(i,o.get(\"max\")),t[n][0]>t[n][1]&&(t[n][0]=t[n][1]=NaN),t[r][0]=s,t[r][1]=s,t},e.prototype._tick_coords=function(){var t,e,i,n,r,s,o,a,l,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C,D,T;if(n=this.get(\"dimension\"),s=(n+1)%2,v=this.get(\"ranges\"),g=v[0],e=v[1],y=this.get(\"computed_bounds\"),M=y[0],i=y[1],C=this.get(\"ticker\").get_ticks(M,i,g,{}),h=C.major,f=C.minor,l=this._get_loc(e),D=[],T=[],t=[D,T],p=[],d=[],c=[p,d],\"FactorRange\"===g.type)for(r=o=0,b=h.length;b>=0?b>o:o>b;r=b>=0?++o:--o)t[n].push(h[r]),t[s].push(l);else{for(w=[g.get(\"min\"),g.get(\"max\")],_=w[0],m=w[1],r=a=0,x=h.length;x>=0?x>a:a>x;r=x>=0?++a:--a)h[r]<_||h[r]>m||(t[n].push(h[r]),t[s].push(l));for(r=u=0,k=f.length;k>=0?k>u:u>k;r=k>=0?++u:--u)f[r]<_||f[r]>m||(c[n].push(f[r]),c[s].push(l))}return{major:t,minor:c}},e.prototype._get_loc=function(t){var e,i,n,r;return i=t.get(\"start\"),e=t.get(\"end\"),r=this.get(\"location\"),\"left\"===r||\"below\"===r?n=\"start\":(\"right\"===r||\"above\"===r)&&(n=\"end\"),t.get(n)},e.prototype._tick_extent=function(t){return this.get(\"major_tick_out\")},e.pr
       "        t.__super__=e.prototype,t},p={}.hasOwnProperty;n=t(\"jquery\"),l=t(\"underscore\"),o=t(\"backbone\"),u=t(\"../common/logging\").logger,a=t(\"./remote_data_source\"),r=function(t){function e(){return this.defaults=h(this.defaults,this),this.get_data=h(this.get_data,this),this.setup=h(this.setup,this),this.destroy=h(this.destroy,this),e.__super__.constructor.apply(this,arguments)}return c(e,t),e.prototype.type=\"AjaxDataSource\",e.prototype.destroy=function(){return null!=this.interval?clearInterval(this.interval):void 0},e.prototype.setup=function(t,e){return this.pv=t,this.get_data(this.get(\"mode\")),this.get(\"polling_interval\")?this.interval=setInterval(this.get_data,this.get(\"polling_interval\"),this.get(\"mode\"),this.get(\"max_size\"),this.get(\"if_modified\")):void 0},e.prototype.get_data=function(t,e,i){return null==e&&(e=0),null==i&&(i=!1),n.ajax({dataType:\"json\",ifModified:i,url:this.get(\"data_url\"),xhrField:{withCredentials:!0},method:this.get(\"method\"),contentType:\"application/json\"}).done(function(i){return function(n){var r,s,o,a,l;if(\"replace\"===t)i.set(\"data\",n);else if(\"append\"===t){for(a=i.get(\"data\"),l=i.columns(),s=0,o=l.length;o>s;s++)r=l[s],n[r]=a[r].concat(n[r]).slice(-e);i.set(\"data\",n)}else u.error(\"unsupported mode: \"+t);return u.trace(n),null}}(this)).error(function(){return u.error(arguments)}),null},e.prototype.defaults=function(){return l.extend({},e.__super__.defaults.call(this),{mode:\"replace\"})},e}(a.RemoteDataSource),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return c(e,t),e.prototype.model=r,e.prototype.defaults={url:\"\",expr:null},e}(o.Collection),e.exports={Model:r,Collection:new s}},{\"../common/logging\":119,\"./remote_data_source\":205,backbone:2,jquery:18,underscore:92}],203:[function(t,e,i){var n,r,s,o,a,l,u,h=function(t,e){return function(){return t.apply(e,arguments)}},c=function(t,e){function i(){this.constructor=t}for(var n in e)p.call(e,n)&&(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},p={}.hasOwnProperty;n=t(\"jquery\"),l=t(\"underscore\"),r=t(\"backbone\"),u=t(\"../common/logging\").logger,a=t(\"./remote_data_source\"),s=function(t){function e(){return this.update=h(this.update,this),this.setup=h(this.setup,this),this.destroy=h(this.destroy,this),e.__super__.constructor.apply(this,arguments)}return c(e,t),e.prototype.type=\"BlazeDataSource\",e.prototype.destroy=function(){return null!=this.interval?clearInterval(this.interval):void 0},e.prototype.setup=function(t,e){return this.pv=t,this.update(),this.get(\"polling_interval\")?this.interval=setInterval(this.update,this.get(\"polling_interval\")):void 0},e.prototype.update=function(){var t;return t=JSON.stringify({expr:this.get(\"expr\"),namespace:this.get(\"namespace\")}),n.ajax({dataType:\"json\",url:this.get(\"data_url\"),data:t,xhrField:{withCredentials:!0},method:\"POST\",contentType:\"application/json\"}).done(function(t){return function(e){var i,n,r,s,o,a,u,h;for(n=l.zip.apply(l,e.data),r={},h=e.names,o=s=0,a=h.length;a>s;o=++s)i=h[o],r[i]=n[o];return u=l.clone(t.get(\"data\")),l.extend(u,r),t.set(\"data\",u),null}}(this))},e}(a.RemoteDataSource),o=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return c(e,t),e.prototype.model=s,e.prototype.defaults={url:\"\",expr:null},e}(r.Collection),e.exports={Model:s,Collection:new o}},{\"../common/logging\":119,\"./remote_data_source\":205,backbone:2,jquery:18,underscore:92}],204:[function(t,e,i){var n,r,s,o,a,l=function(t,e){return function(){return t.apply(e,arguments)}},u=function(t,e){function i(){this.constructor=t}for(var n in e)h.call(e,n)&&(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},h={}.hasOwnProperty;o=t(\"underscore\"),r=t(\"../common/has_properties\"),s=t(\"../common/selection_manager\"),a=t(\"../common/hittest\"),n=function(t){function e(){return this.defaults=l(this.defaults,this),e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype.type=\"ColumnDataSour
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       "         * jQuery UI CSS Framework 1.11.2\n",
       "         * http://jqueryui.com\n",
       "         *\n",
       "         * Copyright 2014 jQuery Foundation and other contributors\n",
       "         * Released under the MIT license.\n",
       "         * http://jquery.org/license\n",
       "         *\n",
       "         * http://api.jqueryui.com/category/theming/\n",
       "         */.bk-ui-helper-hidden{display:none}.bk-ui-helper-hidden-accessible{border:0;clip:rect(0 0 0 0);height:1px;margin:-1px;overflow:hidden;padding:0;position:absolute;width:1px}.bk-ui-helper-reset{margin:0;padding:0;border:0;outline:0;line-height:1.3;text-decoration:none;font-size:100%;list-style:none}.bk-ui-helper-clearfix:before,.bk-ui-helper-clearfix:after{content:\"\";display:table;border-collapse:collapse}.bk-ui-helper-clearfix:after{clear:both}.bk-ui-helper-clearfix{min-height:0}.bk-ui-helper-zfix{width:100%;height:100%;top:0;left:0;position:absolute;opacity:0;filter:Alpha(Opacity=0)}.bk-ui-front{z-index:100}.bk-ui-state-disabled{cursor:default !important}.bk-ui-icon{display:block;text-indent:-99999px;overflow:hidden;background-repeat:no-repeat}.bk-ui-widget-overlay{position:fixed;top:0;left:0;width:100%;height:100%}/*!\n",
       "         * jQuery UI Accordion 1.11.2\n",
       "         * http://jqueryui.com\n",
       "         *\n",
       "         * Copyright 2014 jQuery Foundation and other contributors\n",
       "         * Released under the MIT license.\n",
       "         * http://jquery.org/license\n",
       "         *\n",
       "         * http://api.jqueryui.com/accordion/#theming\n",
       "         */.bk-ui-accordion .bk-ui-accordion-header{display:block;cursor:pointer;position:relative;margin:2px 0 0 0;padding:.5em .5em .5em .7em;min-height:0;font-size:100%}.bk-ui-accordion .bk-ui-accordion-icons{padding-left:2.2em}.bk-ui-accordion .bk-ui-accordion-icons .bk-ui-accordion-icons{padding-left:2.2em}.bk-ui-accordion .bk-ui-accordion-header .bk-ui-accordion-header-icon{position:absolute;left:.5em;top:50%;margin-top:-8px}.bk-ui-accordion .bk-ui-accordion-content{padding:1em 2.2em;border-top:0;overflow:auto}/*!\n",
       "         * jQuery UI Autocomplete 1.11.2\n",
       "         * http://jqueryui.com\n",
       "         *\n",
       "         * Copyright 2014 jQuery Foundation and other contributors\n",
       "         * Released under the MIT license.\n",
       "         * http://jquery.org/license\n",
       "         *\n",
       "         * http://api.jqueryui.com/autocomplete/#theming\n",
       "         */.bk-ui-autocomplete{position:absolute;top:0;left:0;cursor:default}/*!\n",
       "         * jQuery UI Button 1.11.2\n",
       "         * http://jqueryui.com\n",
       "         *\n",
       "         * Copyright 2014 jQuery Foundation and other contributors\n",
       "         * Released under the MIT license.\n",
       "         * http://jquery.org/license\n",
       "         *\n",
       "         * http://api.jqueryui.com/button/#theming\n",
       "         */.bk-ui-button{display:inline-block;position:relative;padding:0;line-height:normal;margin-right:.1em;cursor:pointer;vertical-align:middle;text-align:center;overflow:visible}.bk-ui-button,.bk-ui-button:link,.bk-ui-button:visited,.bk-ui-button:hover,.bk-ui-button:active{text-decoration:none}.bk-ui-button-icon-only{width:2.2em}button.bk-ui-button-icon-only{width:2.4em}.bk-ui-button-icons-only{width:3.4em}button.bk-ui-button-icons-only{width:3.7em}.bk-ui-button .bk-ui-button-text{display:block;line-height:normal}.bk-ui-button-text-only .bk-ui-button-text{padding:.4em 1em}.bk-ui-button-icon-only .bk-ui-button-text,.bk-ui-button-icons-only .bk-ui-button-text{padding:.4em;text-indent:-9999999px}.bk-ui-button-text-icon-primary .bk-ui-button-text,.bk-ui-button-text-icons .bk-ui-button-text{padding:.4em 1em .4em 2.1em}.bk-ui-button-text-icon-secondary .bk-ui-button-text,.bk-ui-button-text-icons .bk-ui-button-text{padding:.4em 2.1em .4em 1em}.bk-ui-button-text-icons .bk-ui-button-text{padding-left:2.1em;padding-right:2.1em}input.bk-ui-button{padding:.4em 1em}.bk-ui-button-icon-only .bk-ui-icon,.bk-ui-button-text-icon-primary .bk-ui-icon,.bk-ui-button-text-icon-secondary .bk-ui-icon,.bk-ui-button-text-icons .bk-ui-icon,.bk-ui-button-icons-only .bk-ui-icon{position:absolute;top:50%;margin-top:-8px}.bk-ui-button-icon-only .bk-ui-icon{left:50%;margin-left:-8px}.bk-ui-button-text-icon-primary .bk-ui-button-icon-primary,.bk-ui-button-text-icons .bk-ui-button-icon-primary,.bk-ui-button-icons-only .bk-ui-button-icon-primary{left:.5em}.bk-ui-button-text-icon-secondary .bk-ui-button-icon-secondary,.bk-ui-button-text-icons .bk-ui-button-icon-secondary,.bk-ui-button-icons-only .bk-ui-button-icon-secondary{right:.5em}.bk-ui-buttonset{margin-right:7px}.bk-ui-buttonset .bk-ui-button{margin-left:0;margin-right:-.3em}input.bk-ui-button::-moz-focus-inner,button.bk-ui-button::-moz-focus-inner{border:0;padding:0}/*!\n",
       "         * jQuery UI Datepicker 1.11.2\n",
       "         * http://jqueryui.com\n",
       "         *\n",
       "         * Copyright 2014 jQuery Foundation and other contributors\n",
       "         * Released under the MIT license.\n",
       "         * http://jquery.org/license\n",
       "         *\n",
       "         * http://api.jqueryui.com/datepicker/#theming\n",
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       "         * jQuery UI Dialog 1.11.2\n",
       "         * http://jqueryui.com\n",
       "         *\n",
       "         * Copyright 2014 jQuery Foundation and other contributors\n",
       "         * Released under the MIT license.\n",
       "         * http://jquery.org/license\n",
       "         *\n",
       "         * http://api.jqueryui.com/dialog/#theming\n",
       "         */.bk-ui-dialog{overflow:hidden;position:absolute;top:0;left:0;padding:.2em;outline:0}.bk-ui-dialog .bk-ui-dialog-titlebar{padding:.4em 1em;position:relative}.bk-ui-dialog .bk-ui-dialog-title{float:left;margin:.1em 0;white-space:nowrap;width:90%;overflow:hidden;text-overflow:ellipsis}.bk-ui-dialog .bk-ui-dialog-titlebar-close{position:absolute;right:.3em;top:50%;width:20px;margin:-10px 0 0 0;padding:1px;height:20px}.bk-ui-dialog .bk-ui-dialog-content{position:relative;border:0;padding:.5em 1em;background:0;overflow:auto}.bk-ui-dialog .bk-ui-dialog-buttonpane{text-align:left;border-width:1px 0 0 0;background-image:none;margin-top:.5em;padding:.3em 1em .5em .4em}.bk-ui-dialog .bk-ui-dialog-buttonpane .bk-ui-dialog-buttonset{float:right}.bk-ui-dialog .bk-ui-dialog-buttonpane button{margin:.5em .4em .5em 0;cursor:pointer}.bk-ui-dialog .bk-ui-resizable-se{width:12px;height:12px;right:-5px;bottom:-5px;background-position:16px 16px}.bk-ui-draggable .bk-ui-dialog-titlebar{cursor:move}/*!\n",
       "         * jQuery UI Draggable 1.11.2\n",
       "         * http://jqueryui.com\n",
       "         *\n",
       "         * Copyright 2014 jQuery Foundation and other contributors\n",
       "         * Released under the MIT license.\n",
       "         * http://jquery.org/license\n",
       "         */.bk-ui-draggable-handle{-ms-touch-action:none;touch-action:none}/*!\n",
       "         * jQuery UI Menu 1.11.2\n",
       "         * http://jqueryui.com\n",
       "         *\n",
       "         * Copyright 2014 jQuery Foundation and other contributors\n",
       "         * Released under the MIT license.\n",
       "         * http://jquery.org/license\n",
       "         *\n",
       "         * http://api.jqueryui.com/menu/#theming\n",
       "         */.bk-ui-menu{list-style:none;padding:0;margin:0;display:block;outline:0}.bk-ui-menu .bk-ui-menu{position:absolute}.bk-ui-menu .bk-ui-menu-item{position:relative;margin:0;padding:3px 1em 3px .4em;cursor:pointer;min-height:0;list-style-image:url(\"data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\")}.bk-ui-menu .bk-ui-menu-divider{margin:5px 0;height:0;font-size:0;line-height:0;border-width:1px 0 0 0}.bk-ui-menu .bk-ui-state-focus,.bk-ui-menu .bk-ui-state-active{margin:-1px}.bk-ui-menu-icons{position:relative}.bk-ui-menu-icons .bk-ui-menu-item{padding-left:2em}.bk-ui-menu .bk-ui-icon{position:absolute;top:0;bottom:0;left:.2em;margin:auto 0}.bk-ui-menu .bk-ui-menu-icon{left:auto;right:0}/*!\n",
       "         * jQuery UI Progressbar 1.11.2\n",
       "         * http://jqueryui.com\n",
       "         *\n",
       "         * Copyright 2014 jQuery Foundation and other contributors\n",
       "         * Released under the MIT license.\n",
       "         * http://jquery.org/license\n",
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       "        /*# sourceMappingURL=bokeh.min.css.map */\n",
       "        /* END C:\\Users\\Bradlee Speice\\Anaconda3\\lib\\site-packages\\bokeh\\server\\static\\css/bokeh.min.css */\n",
       "</style>\n",
       "    <div>\n",
       "        <a href=\"http://bokeh.pydata.org\" target=\"_blank\" class=\"bk-logo bk-logo-small bk-logo-notebook\"></a>\n",
       "        <span>BokehJS successfully loaded.</span>\n",
       "    </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pickle\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "from bokeh.plotting import output_notebook, figure, show\n",
    "from bokeh.palettes import RdBu4 as Palette\n",
    "from datetime import datetime\n",
    "import warnings\n",
    "\n",
    "output_notebook()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "After taking some time to explore how the weather in North Carolina stacked up over the past years, I was interested in doing the same analysis for other cities. Growing up with family from Binghamton, NY I was always told it was very cloudy there. And Seattle has a nasty reputation for being very depressing and cloudy. All said, the cities I want to examine are:\n",
    "- Binghamton, NY\n",
    "- Cary, NC\n",
    "- Seattle, WA\n",
    "- New York City, NY\n",
    "\n",
    "I'd be interested to try this analysis worldwide at some point - comparing London and Seattle might be an interesting analysis. For now though, we'll stick with trying out the US data.\n",
    "\n",
    "There will be plenty of charts. I want to know: **How has average cloud cover and precipitation chance changed over the years for each city mentioned?** This will hopefully tell us whether Seattle has actually earned its reputation for being a depressing city."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "city_forecasts = pickle.load(open('city_forecasts.p', 'rb'))\n",
    "forecasts_df = pd.DataFrame.from_dict(city_forecasts)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "cities = ['binghamton', 'cary', 'nyc', 'seattle']\n",
    "city_colors = {cities[i]: Palette[i] for i in range(0, 4)}\n",
    "\n",
    "def safe_cover(frame):\n",
    "    if frame and 'cloudCover' in frame:\n",
    "        return frame['cloudCover']\n",
    "    else:\n",
    "        return np.NaN\n",
    "\n",
    "def monthly_avg_cloudcover(city, year, month):\n",
    "    dates = pd.DatetimeIndex(start=datetime(year, month, 1, 12),\n",
    "                             end=datetime(year, month + 1, 1, 12),\n",
    "                             freq='D', closed='left')\n",
    "    cloud_cover_vals = list(map(lambda x: safe_cover(forecasts_df[city][x]['currently']), dates))\n",
    "    cloud_cover_samples = len(list(filter(lambda x: x is not np.NaN, cloud_cover_vals)))\n",
    "    # Ignore an issue with nanmean having all NaN values. We'll discuss the data issues below.\n",
    "    with warnings.catch_warnings():\n",
    "        warnings.simplefilter('ignore')\n",
    "        return np.nanmean(cloud_cover_vals), cloud_cover_samples"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
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       "<script type=\"text/javascript\">\n",
       "        Bokeh.$(function() {\n",
       "        var all_models = [{\"id\": \"b4884a12-6ba4-4522-abef-97f57fbc29cd\", \"type\": \"Line\", \"attributes\": {\"doc\": null, \"line_color\": {\"value\": \"#1f77b4\"}, \"y\": {\"field\": \"y\"}, \"tags\": [], \"x\": {\"field\": \"x\"}, \"line_alpha\": {\"value\": 0.1}, \"id\": \"b4884a12-6ba4-4522-abef-97f57fbc29cd\"}}, {\"id\": \"d9ec9e91-1f98-4c37-af6f-0aa93cdd2d64\", \"type\": \"DataRange1d\", \"attributes\": {\"doc\": null, \"renderers\": [], \"callback\": null, \"id\": \"d9ec9e91-1f98-4c37-af6f-0aa93cdd2d64\", \"tags\": [], \"names\": []}}, {\"id\": \"1efa9bba-f651-4d2e-88ea-ce563c14cc39\", \"type\": \"ResetTool\", \"attributes\": {\"doc\": null, \"id\": \"1efa9bba-f651-4d2e-88ea-ce563c14cc39\", \"plot\": {\"subtype\": \"Figure\", \"id\": \"a104c547-ab08-494b-96bf-e9ba30599c1b\", \"type\": \"Plot\"}, \"tags\": []}}, {\"id\": \"22839836-d087-4859-85bc-ceb282e8a7a2\", \"type\": \"BasicTicker\", \"attributes\": {\"doc\": null, \"mantissas\": [2, 5, 10], \"tags\": [], \"id\": \"22839836-d087-4859-85bc-ceb282e8a7a2\", \"num_minor_ticks\": 5}}, {\"id\": \"8a04fa05-bea6-49f8-ad99-a2a9b5cf3250\", \"type\": \"Line\", \"attributes\": {\"doc\": null, \"line_color\": {\"value\": \"#1f77b4\"}, \"y\": {\"field\": \"y\"}, \"tags\": [], \"x\": {\"field\": \"x\"}, \"line_alpha\": {\"value\": 0.1}, \"id\": \"8a04fa05-bea6-49f8-ad99-a2a9b5cf3250\"}}, {\"id\": \"d55ed016-a3bd-4e5b-964e-d07520803c11\", \"type\": \"LinearAxis\", \"attributes\": {\"doc\": null, \"id\": \"d55ed016-a3bd-4e5b-964e-d07520803c11\", \"tags\": [], \"axis_label\": \"Year\", \"ticker\": {\"id\": \"22839836-d087-4859-85bc-ceb282e8a7a2\", \"type\": \"BasicTicker\"}, \"plot\": {\"subtype\": \"Figure\", \"id\": \"a104c547-ab08-494b-96bf-e9ba30599c1b\", \"type\": \"Plot\"}, \"formatter\": {\"id\": \"5219d765-7a33-41d9-bde5-b3acd26ab5db\", \"type\": \"BasicTickFormatter\"}}}, {\"id\": \"771e26e9-48ee-4825-a174-2b050cdc14f3\", \"type\": \"GlyphRenderer\", \"attributes\": {\"doc\": null, \"selection_glyph\": null, \"nonselection_glyph\": {\"id\": \"8118ba3b-7674-49b2-a99c-34f4bb5bc7cb\", \"type\": \"Line\"}, \"tags\": [], \"data_source\": {\"id\": \"d6439fe5-b00f-4522-97d3-3ab0667cc421\", \"type\": \"ColumnDataSource\"}, \"id\": \"771e26e9-48ee-4825-a174-2b050cdc14f3\", \"glyph\": {\"id\": \"b64a9472-6666-416e-bcc6-cb2912a68f22\", \"type\": \"Line\"}}}, {\"id\": \"4904079a-24d3-4563-8fcc-661c4172ab8a\", \"type\": \"ColumnDataSource\", \"attributes\": {\"doc\": null, \"tags\": [], \"callback\": null, \"column_names\": [\"y\", \"x\"], \"id\": \"4904079a-24d3-4563-8fcc-661c4172ab8a\", \"data\": {\"y\": [0.42903225806451617, 0.5716129032258064, 0.6193548387096776, 0.8848387096774194, 0.5203225806451612, 0.5432258064516129, \"NaN\", 0.6319354838709678, 0.7064516129032258, 0.5496774193548387, 0.7264516129032259, 0.6538709677419355, 0.6093548387096774, 0.41032258064516125, 0.5919354838709677, 0.436, 0.512258064516129, 0.45225806451612904, 0.5377419354838711, 0.3670967741935484, 0.6435483870967742, 0.5696774193548387, 0.6587096774193549, 0.5854838709677419, 0.05368421052631579, 0.03944444444444444], \"x\": [1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015]}, \"selected\": {\"2d\": {\"indices\": []}, \"0d\": {\"flag\": false, \"indices\": []}, \"1d\": {\"indices\": []}}}}, {\"id\": \"f3b56429-29c0-4c83-8eb1-949f78363ca5\", \"type\": \"LinearAxis\", \"attributes\": {\"doc\": null, \"id\": \"f3b56429-29c0-4c83-8eb1-949f78363ca5\", \"tags\": [], \"axis_label\": \"Cloud Cover Percentage\", \"ticker\": {\"id\": \"0424f9a7-6aa9-436b-80c3-846821b12331\", \"type\": \"BasicTicker\"}, \"plot\": {\"subtype\": \"Figure\", \"id\": \"a104c547-ab08-494b-96bf-e9ba30599c1b\", \"type\": \"Plot\"}, \"formatter\": {\"id\": \"2af7dd99-2a0a-4132-afe3-e7f7c2776fad\", \"type\": \"BasicTickFormatter\"}}}, {\"id\": \"5b071d1c-68b0-458b-bde4-bbe17fb1e9fd\", \"type\": \"PreviewSaveTool\", \"attributes\": {\"doc\": null, \"id\": \"5b071d1c-68b0-458b-bde4-bbe17fb1e9fd\", \"plot\": {\"subtype\":
       "        Bokeh.load_models(all_models);\n",
       "        var plots = [{'modeltype': 'Plot', 'elementid': 'd78f4f79-bae2-406b-84fa-31eef82b0790', 'modelid': 'a104c547-ab08-494b-96bf-e9ba30599c1b'}];\n",
       "        for (idx in plots) {\n",
       "        \tvar plot = plots[idx];\n",
       "        \tvar model = Bokeh.Collections(plot.modeltype).get(plot.modelid);\n",
       "        \tBokeh.logger.info('Realizing plot:')\n",
       "        \tBokeh.logger.info(' - modeltype: ' + plot.modeltype);\n",
       "        \tBokeh.logger.info(' - modelid: ' + plot.modelid);\n",
       "        \tBokeh.logger.info(' - elementid: ' + plot.elementid);\n",
       "        \tvar view = new model.default_view({\n",
       "        \t\tmodel: model,\n",
       "        \t\tel: '#' + plot.elementid\n",
       "        \t});\n",
       "        \tBokeh.index[plot.modelid] = view;\n",
       "        }\n",
       "    });\n",
       "    </script>\n",
       "<div class=\"plotdiv\" id=\"d78f4f79-bae2-406b-84fa-31eef82b0790\"></div>\n",
       "\n"
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     "data": {
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       "<script type=\"text/javascript\">\n",
       "        Bokeh.$(function() {\n",
       "        var all_models = [{\"id\": \"4b0986e4-d5fb-42a3-a952-550319c33387\", \"type\": \"WheelZoomTool\", \"attributes\": {\"doc\": null, \"dimensions\": [\"width\", \"height\"], \"id\": \"4b0986e4-d5fb-42a3-a952-550319c33387\", \"plot\": {\"subtype\": \"Figure\", \"id\": \"b1957c21-6e06-4789-ba73-3c3bd181a307\", \"type\": \"Plot\"}, \"tags\": []}}, {\"id\": \"f408bbd3-ea64-48bc-9097-612cd3ca18ea\", \"type\": \"BasicTickFormatter\", \"attributes\": {\"id\": \"f408bbd3-ea64-48bc-9097-612cd3ca18ea\", \"doc\": null, \"tags\": []}}, {\"id\": \"15562c2b-7f90-4c92-8bac-40ec09136aed\", \"type\": \"ColumnDataSource\", \"attributes\": {\"doc\": null, \"tags\": [], \"callback\": null, \"column_names\": [\"y\", \"x\"], \"id\": \"15562c2b-7f90-4c92-8bac-40ec09136aed\", \"data\": {\"y\": [0.6993548387096774, 0.6167741935483871, 0.5538709677419356, 0.6629032258064516, 0.5548387096774193, 0.6132258064516127, 0.776, 0.5329032258064517, 0.4423333333333333, 0.6799999999999999, 0.6809677419354838, 0.6583870967741937, 0.5341935483870969, 0.5141935483870967, 0.6645161290322581, 0.5593548387096774, 0.4729032258064516, 0.6303333333333333, 0.5448387096774193, 0.6329032258064516, 0.6458064516129032, 0.5526666666666666, 0.4745161290322581, 0.0, 0.069375, 0.08526315789473685], \"x\": [1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015]}, \"selected\": {\"2d\": {\"indices\": []}, \"0d\": {\"flag\": false, \"indices\": []}, \"1d\": {\"indices\": []}}}}, {\"id\": \"d1563daf-7a5f-4ec2-a45b-630f900d02b5\", \"type\": \"ToolEvents\", \"attributes\": {\"doc\": null, \"tags\": [], \"id\": \"d1563daf-7a5f-4ec2-a45b-630f900d02b5\", \"geometries\": []}}, {\"id\": \"59bc643a-0588-4b5a-b2ef-9c2809026532\", \"type\": \"GlyphRenderer\", \"attributes\": {\"doc\": null, \"selection_glyph\": null, \"nonselection_glyph\": {\"id\": \"29103846-3255-4d73-b7c9-fa8b68e30f6a\", \"type\": \"Line\"}, \"tags\": [], \"data_source\": {\"id\": \"e667f73b-7eb9-4746-a78a-f63a426cee8c\", \"type\": \"ColumnDataSource\"}, \"id\": \"59bc643a-0588-4b5a-b2ef-9c2809026532\", \"glyph\": {\"id\": \"129dec42-95d9-426b-9c3b-6bb35ac62684\", \"type\": \"Line\"}}}, {\"id\": \"1326b20f-6852-4723-92e0-2095f49f781e\", \"type\": \"PreviewSaveTool\", \"attributes\": {\"doc\": null, \"id\": \"1326b20f-6852-4723-92e0-2095f49f781e\", \"plot\": {\"subtype\": \"Figure\", \"id\": \"b1957c21-6e06-4789-ba73-3c3bd181a307\", \"type\": \"Plot\"}, \"tags\": []}}, {\"id\": \"ae49370b-ae18-4ac8-82f7-a6c566ea068a\", \"type\": \"Line\", \"attributes\": {\"doc\": null, \"line_color\": {\"value\": \"#92c5de\"}, \"y\": {\"field\": \"y\"}, \"tags\": [], \"x\": {\"field\": \"x\"}, \"line_alpha\": {\"value\": 1.0}, \"id\": \"ae49370b-ae18-4ac8-82f7-a6c566ea068a\"}}, {\"id\": \"684b2f42-902d-4b0a-995e-17ec9f0bed9d\", \"type\": \"Line\", \"attributes\": {\"doc\": null, \"line_color\": {\"value\": \"#0571b0\"}, \"y\": {\"field\": \"y\"}, \"tags\": [], \"x\": {\"field\": \"x\"}, \"line_alpha\": {\"value\": 1.0}, \"id\": \"684b2f42-902d-4b0a-995e-17ec9f0bed9d\"}}, {\"id\": \"a568f3e4-2215-457e-8ac7-67741ddbfae7\", \"type\": \"DataRange1d\", \"attributes\": {\"doc\": null, \"renderers\": [], \"callback\": null, \"id\": \"a568f3e4-2215-457e-8ac7-67741ddbfae7\", \"tags\": [], \"names\": []}}, {\"id\": \"d1594aff-65cc-4bd5-804d-f9eb87760820\", \"type\": \"BasicTicker\", \"attributes\": {\"doc\": null, \"mantissas\": [2, 5, 10], \"tags\": [], \"id\": \"d1594aff-65cc-4bd5-804d-f9eb87760820\", \"num_minor_ticks\": 5}}, {\"id\": \"cef111e3-f074-4c6e-b440-b7a4c505c6e5\", \"type\": \"ResizeTool\", \"attributes\": {\"doc\": null, \"id\": \"cef111e3-f074-4c6e-b440-b7a4c505c6e5\", \"plot\": {\"subtype\": \"Figure\", \"id\": \"b1957c21-6e06-4789-ba73-3c3bd181a307\", \"type\": \"Plot\"}, \"tags\": []}}, {\"id\": \"b5d6f3d8-00bc-4177-b709-3271ec34199c\", \"type\": \"BoxZoomTool\", \"attributes\": {\"doc\": null, \"dimensions\": [\"width\", \"height\"], \"id\": \"b5d6f3d8-00bc-4177-b709-3271ec34199c\", \"plot\": {\"subtype\": \"Fig
       "        Bokeh.load_models(all_models);\n",
       "        var plots = [{'modeltype': 'Plot', 'elementid': 'f8ff6948-64af-4dba-b9b1-e921a9369fa6', 'modelid': 'b1957c21-6e06-4789-ba73-3c3bd181a307'}];\n",
       "        for (idx in plots) {\n",
       "        \tvar plot = plots[idx];\n",
       "        \tvar model = Bokeh.Collections(plot.modeltype).get(plot.modelid);\n",
       "        \tBokeh.logger.info('Realizing plot:')\n",
       "        \tBokeh.logger.info(' - modeltype: ' + plot.modeltype);\n",
       "        \tBokeh.logger.info(' - modelid: ' + plot.modelid);\n",
       "        \tBokeh.logger.info(' - elementid: ' + plot.elementid);\n",
       "        \tvar view = new model.default_view({\n",
       "        \t\tmodel: model,\n",
       "        \t\tel: '#' + plot.elementid\n",
       "        \t});\n",
       "        \tBokeh.index[plot.modelid] = view;\n",
       "        }\n",
       "    });\n",
       "    </script>\n",
       "<div class=\"plotdiv\" id=\"f8ff6948-64af-4dba-b9b1-e921a9369fa6\"></div>\n",
       "\n"
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     "data": {
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       "<script type=\"text/javascript\">\n",
       "        Bokeh.$(function() {\n",
       "        var all_models = [{\"id\": \"69571a0d-ab41-45ed-ad3e-dcd5255b1147\", \"type\": \"HelpTool\", \"attributes\": {\"doc\": null, \"id\": \"69571a0d-ab41-45ed-ad3e-dcd5255b1147\", \"plot\": {\"subtype\": \"Figure\", \"id\": \"59bce0b0-9352-47c4-b086-0d6cf947e66b\", \"type\": \"Plot\"}, \"tags\": []}}, {\"id\": \"cbeb15db-7cde-4590-bbc7-38afa88f3d28\", \"type\": \"Legend\", \"attributes\": {\"doc\": null, \"id\": \"cbeb15db-7cde-4590-bbc7-38afa88f3d28\", \"legends\": [[\"binghamton\", [{\"id\": \"fb5d6738-449f-43cf-897f-3e41c41b1a06\", \"type\": \"GlyphRenderer\"}]], [\"cary\", [{\"id\": \"af3df3c3-73e4-48fe-a28d-da8bea9eed5e\", \"type\": \"GlyphRenderer\"}]], [\"nyc\", [{\"id\": \"07b16bf5-6b17-4383-b5b9-3d3c68ca68bd\", \"type\": \"GlyphRenderer\"}]], [\"seattle\", [{\"id\": \"853c9cc4-e0cd-49b5-b631-8ef1fc71fbd2\", \"type\": \"GlyphRenderer\"}]]], \"plot\": {\"subtype\": \"Figure\", \"id\": \"59bce0b0-9352-47c4-b086-0d6cf947e66b\", \"type\": \"Plot\"}, \"tags\": []}}, {\"id\": \"2b271825-3b94-4304-91bf-3d08d4131989\", \"type\": \"PreviewSaveTool\", \"attributes\": {\"doc\": null, \"id\": \"2b271825-3b94-4304-91bf-3d08d4131989\", \"plot\": {\"subtype\": \"Figure\", \"id\": \"59bce0b0-9352-47c4-b086-0d6cf947e66b\", \"type\": \"Plot\"}, \"tags\": []}}, {\"id\": \"07b16bf5-6b17-4383-b5b9-3d3c68ca68bd\", \"type\": \"GlyphRenderer\", \"attributes\": {\"doc\": null, \"selection_glyph\": null, \"nonselection_glyph\": {\"id\": \"eafefd4d-f787-414f-aa22-6536bccf692b\", \"type\": \"Line\"}, \"tags\": [], \"data_source\": {\"id\": \"73c14396-fb07-47e8-a060-dfaab068c205\", \"type\": \"ColumnDataSource\"}, \"id\": \"07b16bf5-6b17-4383-b5b9-3d3c68ca68bd\", \"glyph\": {\"id\": \"2497be02-9cdb-40c3-ae56-afd471a56dbd\", \"type\": \"Line\"}}}, {\"id\": \"bfb3dcb6-297d-453b-9936-0adc72f35f14\", \"type\": \"LinearAxis\", \"attributes\": {\"doc\": null, \"id\": \"bfb3dcb6-297d-453b-9936-0adc72f35f14\", \"tags\": [], \"axis_label\": \"Year\", \"ticker\": {\"id\": \"43f51922-49bd-400c-a27c-f7c97f89da73\", \"type\": \"BasicTicker\"}, \"plot\": {\"subtype\": \"Figure\", \"id\": \"59bce0b0-9352-47c4-b086-0d6cf947e66b\", \"type\": \"Plot\"}, \"formatter\": {\"id\": \"d8d61574-cc54-47c8-a59a-ab56b43065f8\", \"type\": \"BasicTickFormatter\"}}}, {\"id\": \"e7611fd3-2469-4421-8ffb-e5b4c21c6389\", \"type\": \"Line\", \"attributes\": {\"doc\": null, \"line_color\": {\"value\": \"#ca0020\"}, \"y\": {\"field\": \"y\"}, \"tags\": [], \"x\": {\"field\": \"x\"}, \"line_alpha\": {\"value\": 1.0}, \"id\": \"e7611fd3-2469-4421-8ffb-e5b4c21c6389\"}}, {\"id\": \"c9388a7f-cc63-444c-84ee-f7463b7618e5\", \"type\": \"BoxZoomTool\", \"attributes\": {\"doc\": null, \"dimensions\": [\"width\", \"height\"], \"id\": \"c9388a7f-cc63-444c-84ee-f7463b7618e5\", \"plot\": {\"subtype\": \"Figure\", \"id\": \"59bce0b0-9352-47c4-b086-0d6cf947e66b\", \"type\": \"Plot\"}, \"tags\": []}}, {\"id\": \"125749a2-9cdd-4558-a801-f8a30af520a4\", \"type\": \"Line\", \"attributes\": {\"doc\": null, \"line_color\": {\"value\": \"#92c5de\"}, \"y\": {\"field\": \"y\"}, \"tags\": [], \"x\": {\"field\": \"x\"}, \"line_alpha\": {\"value\": 1.0}, \"id\": \"125749a2-9cdd-4558-a801-f8a30af520a4\"}}, {\"id\": \"e23a72b5-34fa-4467-befb-a453984225b7\", \"type\": \"BasicTicker\", \"attributes\": {\"doc\": null, \"mantissas\": [2, 5, 10], \"tags\": [], \"id\": \"e23a72b5-34fa-4467-befb-a453984225b7\", \"num_minor_ticks\": 5}}, {\"id\": \"f80c6a9b-e8a7-4328-8dd9-f662724c3db3\", \"type\": \"DataRange1d\", \"attributes\": {\"doc\": null, \"renderers\": [], \"callback\": null, \"id\": \"f80c6a9b-e8a7-4328-8dd9-f662724c3db3\", \"tags\": [], \"names\": []}}, {\"id\": \"ade16eb5-302a-4122-8ffc-23d81cc0913b\", \"type\": \"ColumnDataSource\", \"attributes\": {\"doc\": null, \"tags\": [], \"callback\": null, \"column_names\": [\"y\", \"x\"], \"id\": \"ade16eb5-302a-4122-8ffc-23d81cc0913b\", \"data\": {\"y\": [0.6846666666666666, 0.5103333333333333, 0.7086666666666666, 0.47900000000000004, 0.6426666666666667, 0.645, 0.7875862068965517, 0.6486666666666665, 0.4963333333333333, 0.4126666666666666, 0.6416666
       "        Bokeh.load_models(all_models);\n",
       "        var plots = [{'modeltype': 'Plot', 'elementid': '9a405ee2-f650-4c4e-ac2b-b1b1b94d78d7', 'modelid': '59bce0b0-9352-47c4-b086-0d6cf947e66b'}];\n",
       "        for (idx in plots) {\n",
       "        \tvar plot = plots[idx];\n",
       "        \tvar model = Bokeh.Collections(plot.modeltype).get(plot.modelid);\n",
       "        \tBokeh.logger.info('Realizing plot:')\n",
       "        \tBokeh.logger.info(' - modeltype: ' + plot.modeltype);\n",
       "        \tBokeh.logger.info(' - modelid: ' + plot.modelid);\n",
       "        \tBokeh.logger.info(' - elementid: ' + plot.elementid);\n",
       "        \tvar view = new model.default_view({\n",
       "        \t\tmodel: model,\n",
       "        \t\tel: '#' + plot.elementid\n",
       "        \t});\n",
       "        \tBokeh.index[plot.modelid] = view;\n",
       "        }\n",
       "    });\n",
       "    </script>\n",
       "<div class=\"plotdiv\" id=\"9a405ee2-f650-4c4e-ac2b-b1b1b94d78d7\"></div>\n",
       "\n"
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     "data": {
      "text/html": [
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       "        Bokeh.$(function() {\n",
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   "source": [
    "years = range(1990, 2016)\n",
    "def city_avg_cc(city, month):\n",
    "    return [monthly_avg_cloudcover(city, y, month) for y in years]\n",
    "\n",
    "months = [\n",
    "    ('July', 7),\n",
    "    ('August', 8),\n",
    "    ('September', 9),\n",
    "    ('October', 10),\n",
    "    ('November', 11)\n",
    "]\n",
    "\n",
    "for month, month_id in months:\n",
    "    month_averages = {city: city_avg_cc(city, month_id) for city in cities}\n",
    "    f = figure(title=\"{} Average Cloud Cover\".format(month),\n",
    "               x_axis_label='Year',\n",
    "               y_axis_label='Cloud Cover Percentage')\n",
    "    for city in cities:\n",
    "        f.line(years, [x[0] for x in month_averages[city]],\n",
    "               legend=city, color=city_colors[city])\n",
    "    show(f)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Well, as it so happens it looks like there are some data issues. July's data is a bit sporadic, and 2013 seems to be missing from most months as well. I think really only two things can really be confirmed here:\n",
    "- Seattle, specifically for the months of October and November, is in fact significantly more cloudy on average than are other cities\n",
    "- All cities surveyed have seen average cloud cover decline over the months studied. There are data issues, but the trend seems clear.\n",
    "\n",
    "Let's now move from cloud cover data to looking at average rainfall chance."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
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       "        \tBokeh.logger.info(' - modeltype: ' + plot.modeltype);\n",
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       "        Bokeh.$(function() {\n",
       "        var all_models = [{\"id\": \"8cfeaa5a-7e7e-4b31-a914-29f27d508f30\", \"type\": \"BasicTickFormatter\", \"attributes\": {\"id\": \"8cfeaa5a-7e7e-4b31-a914-29f27d508f30\", \"doc\": null, \"tags\": []}}, {\"id\": \"f4c21229-c04a-43bb-afe3-83b977b1c7ef\", \"type\": \"LinearAxis\", \"attributes\": {\"doc\": null, \"id\": \"f4c21229-c04a-43bb-afe3-83b977b1c7ef\", \"tags\": [], \"axis_label\": \"Year\", \"ticker\": {\"id\": \"3f125d25-265b-43a0-a48b-e6805edee8b2\", \"type\": \"BasicTicker\"}, \"plot\": {\"subtype\": \"Figure\", \"id\": \"25cba7f1-673b-4421-b96e-7f752c459bbf\", \"type\": \"Plot\"}, \"formatter\": {\"id\": \"8cfeaa5a-7e7e-4b31-a914-29f27d508f30\", \"type\": \"BasicTickFormatter\"}}}, {\"id\": \"d31129c4-f3cd-49e2-98f7-f3906a95d03e\", \"type\": \"Line\", \"attributes\": {\"doc\": null, \"line_color\": {\"value\": \"#f4a582\"}, \"y\": {\"field\": \"y\"}, \"tags\": [], \"x\": {\"field\": \"x\"}, \"line_alpha\": {\"value\": 1.0}, \"id\": \"d31129c4-f3cd-49e2-98f7-f3906a95d03e\"}}, {\"id\": \"9c833ae0-d8c0-4706-8000-24f9944883e1\", \"type\": \"GlyphRenderer\", \"attributes\": {\"doc\": null, \"selection_glyph\": null, \"nonselection_glyph\": {\"id\": \"9bda1b17-a795-40c4-9c58-be58c2d6c9eb\", \"type\": \"Line\"}, \"tags\": [], \"data_source\": {\"id\": \"eb42c218-be57-461f-9c51-89ff68a70dc0\", \"type\": \"ColumnDataSource\"}, \"id\": \"9c833ae0-d8c0-4706-8000-24f9944883e1\", \"glyph\": {\"id\": \"427e8f6e-cde7-4e47-bfd9-b25f34347cf5\", \"type\": \"Line\"}}}, {\"id\": \"45d924c7-6b68-42d6-b7fe-5a8b0a0e5636\", \"type\": \"BasicTickFormatter\", \"attributes\": {\"id\": \"45d924c7-6b68-42d6-b7fe-5a8b0a0e5636\", \"doc\": null, \"tags\": []}}, {\"id\": \"8465ede4-1044-4d75-8c6d-512cbf59eda3\", \"type\": \"Legend\", \"attributes\": {\"doc\": null, \"id\": \"8465ede4-1044-4d75-8c6d-512cbf59eda3\", \"legends\": [[\"binghamton\", [{\"id\": \"a9d23825-94f6-4eaf-b12a-19d58ca0ba6d\", \"type\": \"GlyphRenderer\"}]], [\"cary\", [{\"id\": \"03899843-afcd-4ea0-a7e1-20c25bbfbc60\", \"type\": \"GlyphRenderer\"}]], [\"nyc\", [{\"id\": \"1b0be0a1-c7bb-40fe-8cf9-af14f203dc86\", \"type\": \"GlyphRenderer\"}]], [\"seattle\", [{\"id\": \"9c833ae0-d8c0-4706-8000-24f9944883e1\", \"type\": \"GlyphRenderer\"}]]], \"plot\": {\"subtype\": \"Figure\", \"id\": \"25cba7f1-673b-4421-b96e-7f752c459bbf\", \"type\": \"Plot\"}, \"tags\": []}}, {\"id\": \"a9d23825-94f6-4eaf-b12a-19d58ca0ba6d\", \"type\": \"GlyphRenderer\", \"attributes\": {\"doc\": null, \"selection_glyph\": null, \"nonselection_glyph\": {\"id\": \"7fd94bb5-9c95-40c0-8372-1babdc213720\", \"type\": \"Line\"}, \"tags\": [], \"data_source\": {\"id\": \"20b86354-3c30-4605-b245-066b13472013\", \"type\": \"ColumnDataSource\"}, \"id\": \"a9d23825-94f6-4eaf-b12a-19d58ca0ba6d\", \"glyph\": {\"id\": \"c3ffb219-e131-41cc-aa7a-fe1b08af9910\", \"type\": \"Line\"}}}, {\"id\": \"a7286b3e-8d7f-4550-b0f9-10390820fc01\", \"type\": \"ResetTool\", \"attributes\": {\"doc\": null, \"id\": \"a7286b3e-8d7f-4550-b0f9-10390820fc01\", \"plot\": {\"subtype\": \"Figure\", \"id\": \"25cba7f1-673b-4421-b96e-7f752c459bbf\", \"type\": \"Plot\"}, \"tags\": []}}, {\"id\": \"c22baa21-77b3-4422-b556-54732851776b\", \"type\": \"Line\", \"attributes\": {\"doc\": null, \"line_color\": {\"value\": \"#1f77b4\"}, \"y\": {\"field\": \"y\"}, \"tags\": [], \"x\": {\"field\": \"x\"}, \"line_alpha\": {\"value\": 0.1}, \"id\": \"c22baa21-77b3-4422-b556-54732851776b\"}}, {\"id\": \"c2a04f87-246a-4460-8cf2-7ee249b40818\", \"type\": \"ColumnDataSource\", \"attributes\": {\"doc\": null, \"tags\": [], \"callback\": null, \"column_names\": [\"y\", \"x\"], \"id\": \"c2a04f87-246a-4460-8cf2-7ee249b40818\", \"data\": {\"y\": [0.6183870967741935, 0.5674193548387096, 0.5925806451612904, 0.5725806451612903, 0.6335483870967743, 0.4732258064516129, 0.581, 0.588709677419355, 0.5690000000000001, 0.6354838709677418, 0.6274193548387096, 0.547741935483871, 0.5241935483870968, 0.43225806451612897, 0.4751612903225806, 0.34677419354838707, 0.35516129032258065, 0.30866666666666664, 0.31483870967741934, 0.38709677419354843, 0.4303225806451612, 0.
       "        Bokeh.load_models(all_models);\n",
       "        var plots = [{'modeltype': 'Plot', 'elementid': '3faf01ac-98d4-485c-b8fe-4eb2b75c6848', 'modelid': '25cba7f1-673b-4421-b96e-7f752c459bbf'}];\n",
       "        for (idx in plots) {\n",
       "        \tvar plot = plots[idx];\n",
       "        \tvar model = Bokeh.Collections(plot.modeltype).get(plot.modelid);\n",
       "        \tBokeh.logger.info('Realizing plot:')\n",
       "        \tBokeh.logger.info(' - modeltype: ' + plot.modeltype);\n",
       "        \tBokeh.logger.info(' - modelid: ' + plot.modelid);\n",
       "        \tBokeh.logger.info(' - elementid: ' + plot.elementid);\n",
       "        \tvar view = new model.default_view({\n",
       "        \t\tmodel: model,\n",
       "        \t\tel: '#' + plot.elementid\n",
       "        \t});\n",
       "        \tBokeh.index[plot.modelid] = view;\n",
       "        }\n",
       "    });\n",
       "    </script>\n",
       "<div class=\"plotdiv\" id=\"3faf01ac-98d4-485c-b8fe-4eb2b75c6848\"></div>\n",
       "\n"
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       "        Bokeh.$(function() {\n",
       "        var all_models = [{\"id\": \"4f659e25-7cb5-4379-9a53-009cac7ac81e\", \"type\": \"Line\", \"attributes\": {\"doc\": null, \"line_color\": {\"value\": \"#1f77b4\"}, \"y\": {\"field\": \"y\"}, \"tags\": [], \"x\": {\"field\": \"x\"}, \"line_alpha\": {\"value\": 0.1}, \"id\": \"4f659e25-7cb5-4379-9a53-009cac7ac81e\"}}, {\"id\": \"0ee1d186-7b25-41c6-b272-a6806b096458\", \"type\": \"Line\", \"attributes\": {\"doc\": null, \"line_color\": {\"value\": \"#1f77b4\"}, \"y\": {\"field\": \"y\"}, \"tags\": [], \"x\": {\"field\": \"x\"}, \"line_alpha\": {\"value\": 0.1}, \"id\": \"0ee1d186-7b25-41c6-b272-a6806b096458\"}}, {\"id\": \"bb535d98-078d-4cf9-aab1-285c94d3e005\", \"type\": \"PanTool\", \"attributes\": {\"doc\": null, \"dimensions\": [\"width\", \"height\"], \"id\": \"bb535d98-078d-4cf9-aab1-285c94d3e005\", \"plot\": {\"subtype\": \"Figure\", \"id\": \"d3ce1d2d-8527-424d-a4ab-052b6312f2f1\", \"type\": \"Plot\"}, \"tags\": []}}, {\"id\": \"c300e456-02f5-4b06-965c-8d068d197d17\", \"type\": \"Grid\", \"attributes\": {\"doc\": null, \"id\": \"c300e456-02f5-4b06-965c-8d068d197d17\", \"ticker\": {\"id\": \"47840619-d51a-47e7-a4c9-66470857f424\", \"type\": \"BasicTicker\"}, \"plot\": {\"subtype\": \"Figure\", \"id\": \"d3ce1d2d-8527-424d-a4ab-052b6312f2f1\", \"type\": \"Plot\"}, \"tags\": [], \"dimension\": 1}}, {\"id\": \"9fd05629-7543-4b36-afb1-2c18aad4fe5d\", \"type\": \"Line\", \"attributes\": {\"doc\": null, \"line_color\": {\"value\": \"#0571b0\"}, \"y\": {\"field\": \"y\"}, \"tags\": [], \"x\": {\"field\": \"x\"}, \"line_alpha\": {\"value\": 1.0}, \"id\": \"9fd05629-7543-4b36-afb1-2c18aad4fe5d\"}}, {\"id\": \"a7267d3a-1d7a-4550-90d7-40a8e416e1f4\", \"type\": \"Line\", \"attributes\": {\"doc\": null, \"line_color\": {\"value\": \"#1f77b4\"}, \"y\": {\"field\": \"y\"}, \"tags\": [], \"x\": {\"field\": \"x\"}, \"line_alpha\": {\"value\": 0.1}, \"id\": \"a7267d3a-1d7a-4550-90d7-40a8e416e1f4\"}}, {\"id\": \"7a31c9ad-57f4-4e53-bf8e-3fa488c22ee0\", \"type\": \"Line\", \"attributes\": {\"doc\": null, \"line_color\": {\"value\": \"#f4a582\"}, \"y\": {\"field\": \"y\"}, \"tags\": [], \"x\": {\"field\": \"x\"}, \"line_alpha\": {\"value\": 1.0}, \"id\": \"7a31c9ad-57f4-4e53-bf8e-3fa488c22ee0\"}}, {\"id\": \"35d98fe6-eda2-4ebf-89f7-71d7c909191a\", \"type\": \"GlyphRenderer\", \"attributes\": {\"doc\": null, \"selection_glyph\": null, \"nonselection_glyph\": {\"id\": \"0ee1d186-7b25-41c6-b272-a6806b096458\", \"type\": \"Line\"}, \"tags\": [], \"data_source\": {\"id\": \"833018f4-752a-42ad-8321-c2abec916859\", \"type\": \"ColumnDataSource\"}, \"id\": \"35d98fe6-eda2-4ebf-89f7-71d7c909191a\", \"glyph\": {\"id\": \"7a31c9ad-57f4-4e53-bf8e-3fa488c22ee0\", \"type\": \"Line\"}}}, {\"id\": \"c1cb1b43-7598-4c26-908a-d0ad38d22d12\", \"type\": \"ResetTool\", \"attributes\": {\"doc\": null, \"id\": \"c1cb1b43-7598-4c26-908a-d0ad38d22d12\", \"plot\": {\"subtype\": \"Figure\", \"id\": \"d3ce1d2d-8527-424d-a4ab-052b6312f2f1\", \"type\": \"Plot\"}, \"tags\": []}}, {\"id\": \"b37929ca-7872-43cf-bcda-f6d927ceebd1\", \"type\": \"WheelZoomTool\", \"attributes\": {\"doc\": null, \"dimensions\": [\"width\", \"height\"], \"id\": \"b37929ca-7872-43cf-bcda-f6d927ceebd1\", \"plot\": {\"subtype\": \"Figure\", \"id\": \"d3ce1d2d-8527-424d-a4ab-052b6312f2f1\", \"type\": \"Plot\"}, \"tags\": []}}, {\"id\": \"755db9c3-6abc-4e82-8b39-9558d5ef175d\", \"type\": \"LinearAxis\", \"attributes\": {\"doc\": null, \"id\": \"755db9c3-6abc-4e82-8b39-9558d5ef175d\", \"tags\": [], \"axis_label\": \"Precipitation Chance Percentage\", \"ticker\": {\"id\": \"47840619-d51a-47e7-a4c9-66470857f424\", \"type\": \"BasicTicker\"}, \"plot\": {\"subtype\": \"Figure\", \"id\": \"d3ce1d2d-8527-424d-a4ab-052b6312f2f1\", \"type\": \"Plot\"}, \"formatter\": {\"id\": \"c6c8a1a7-d02c-424b-b22f-f6865bd00388\", \"type\": \"BasicTickFormatter\"}}}, {\"id\": \"833018f4-752a-42ad-8321-c2abec916859\", \"type\": \"ColumnDataSource\", \"attributes\": {\"doc\": null, \"tags\": [], \"callback\": null, \"column_names\": [\"y\", \"x\"], \"id\": \"833018f4-752a-42ad-8321-c2abec916859\", \"data\":
       "        Bokeh.load_models(all_models);\n",
       "        var plots = [{'modeltype': 'Plot', 'elementid': '6bb8b584-4e31-4bd0-936e-1a5790e8966a', 'modelid': 'd3ce1d2d-8527-424d-a4ab-052b6312f2f1'}];\n",
       "        for (idx in plots) {\n",
       "        \tvar plot = plots[idx];\n",
       "        \tvar model = Bokeh.Collections(plot.modeltype).get(plot.modelid);\n",
       "        \tBokeh.logger.info('Realizing plot:')\n",
       "        \tBokeh.logger.info(' - modeltype: ' + plot.modeltype);\n",
       "        \tBokeh.logger.info(' - modelid: ' + plot.modelid);\n",
       "        \tBokeh.logger.info(' - elementid: ' + plot.elementid);\n",
       "        \tvar view = new model.default_view({\n",
       "        \t\tmodel: model,\n",
       "        \t\tel: '#' + plot.elementid\n",
       "        \t});\n",
       "        \tBokeh.index[plot.modelid] = view;\n",
       "        }\n",
       "    });\n",
       "    </script>\n",
       "<div class=\"plotdiv\" id=\"6bb8b584-4e31-4bd0-936e-1a5790e8966a\"></div>\n",
       "\n"
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       "        Bokeh.$(function() {\n",
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       "        Bokeh.load_models(all_models);\n",
       "        var plots = [{'modeltype': 'Plot', 'elementid': '52f77e18-7aa6-4f4b-af3b-df2ff741ed92', 'modelid': '310debb9-349e-4bb4-b2b9-06eff1d32eb6'}];\n",
       "        for (idx in plots) {\n",
       "        \tvar plot = plots[idx];\n",
       "        \tvar model = Bokeh.Collections(plot.modeltype).get(plot.modelid);\n",
       "        \tBokeh.logger.info('Realizing plot:')\n",
       "        \tBokeh.logger.info(' - modeltype: ' + plot.modeltype);\n",
       "        \tBokeh.logger.info(' - modelid: ' + plot.modelid);\n",
       "        \tBokeh.logger.info(' - elementid: ' + plot.elementid);\n",
       "        \tvar view = new model.default_view({\n",
       "        \t\tmodel: model,\n",
       "        \t\tel: '#' + plot.elementid\n",
       "        \t});\n",
       "        \tBokeh.index[plot.modelid] = view;\n",
       "        }\n",
       "    });\n",
       "    </script>\n",
       "<div class=\"plotdiv\" id=\"52f77e18-7aa6-4f4b-af3b-df2ff741ed92\"></div>\n",
       "\n"
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       "        Bokeh.$(function() {\n",
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       "\n"
      ]
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   "source": [
    "def safe_precip(frame):\n",
    "    if frame and 'precipProbability' in frame:\n",
    "        return frame['precipProbability']\n",
    "    else:\n",
    "        return np.NaN\n",
    "\n",
    "def monthly_avg_precip(city, year, month):\n",
    "    dates = pd.DatetimeIndex(start=datetime(year, month, 1, 12),\n",
    "                             end=datetime(year, month + 1, 1, 12),\n",
    "                             freq='D', closed='left')\n",
    "    precip_vals = list(map(lambda x: safe_precip(forecasts_df[city][x]['currently']), dates))\n",
    "    precip_samples = len(list(filter(lambda x: x is not np.NaN, precip_vals)))\n",
    "    # Ignore an issue with nanmean having all NaN values. We'll discuss the data issues below.\n",
    "    with warnings.catch_warnings():\n",
    "        warnings.simplefilter('ignore')\n",
    "        return np.nanmean(precip_vals), precip_samples\n",
    "\n",
    "def city_avg_precip(city, month):\n",
    "    return [monthly_avg_precip(city, y, month) for y in years]\n",
    "\n",
    "for month, month_id in months:\n",
    "    month_averages = {city: city_avg_cc(city, month_id) for city in cities}\n",
    "    f = figure(title=\"{} Average Precipitation Chance\".format(month),\n",
    "               x_axis_label='Year',\n",
    "               y_axis_label='Precipitation Chance Percentage')\n",
    "    for city in cities:\n",
    "        f.line(years, [x[0] for x in month_averages[city]],\n",
    "               legend=city, color=city_colors[city])\n",
    "    show(f)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The same data issue caveats apply here: 2013 seems to be missing some data, and July has some issues as well. However, this seems to confirm the trends we saw with cloud cover:\n",
    "- Seattle, specifically for the months of August, October, and November has had a consistently higher chance of rain than other cities surveyed.\n",
    "- Average precipitation chance, just like average cloud cover, has been trending down over time.\n",
    "\n",
    "# Conclusion\n",
    "\n",
    "I have to admit I was a bit surprised after doing this analysis. Seattle showed a higher average cloud cover and average precipitation chance than did the other cities surveyed. Maybe Seattle is actually an objectively more depressing city to live in.\n",
    "\n",
    "Well that's all for weather data at the moment. It's been a great experiment, but I think this is about as far as I'll be able to get with weather data without some domain knowledge. Talk again soon!"
   ]
  }
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