2017-12-04 21:47:24 +01:00
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<html>
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<head>
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<title>Results of analysis: The Black Box Concern</title>
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<script type="text/javascript" src="lodash.core.min.js"></script>
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<script type="text/javascript" src="plotly-1.31.2.min.js"></script>
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<script type="text/javascript">
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var d1 = <?php echo require "output/talk1.json" ?>;
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var d2 = <?php echo require "output/talk2.json" ?>;
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2017-12-07 15:08:12 +01:00
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//~ var d3 = <?php echo require "output/talk3.json" ?>;
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2017-12-04 21:47:24 +01:00
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</script>
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<style type="text/css">
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body{
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font-family: sans-serif;
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2017-12-04 22:01:15 +01:00
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width:calc(88%);
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margin-left:12%;
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2017-12-04 21:47:24 +01:00
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margin-right:0;
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}
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#scroller{
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width:100%;
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overflow-x:auto;
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}
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#presentations{
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2017-12-07 15:08:12 +01:00
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width:200%;
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2017-12-04 21:47:24 +01:00
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}
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#presentations .presentation{
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2017-12-07 15:08:12 +01:00
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width:50%;
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2017-12-04 21:47:24 +01:00
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float:left;
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}
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#presentations .presentation div.plot{
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width:100%;
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height:10em;
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}
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#checkboxes{
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font-size: .8em;
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2017-12-04 22:01:15 +01:00
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width: 13em;
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2017-12-04 21:47:24 +01:00
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position:absolute;
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left:0;
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top:0;
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}
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label{
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display:block;
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}
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2017-12-04 22:01:15 +01:00
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.legendColour{
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width:1em;
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height:1em;
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display:inline-block;
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float:right;
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margin-top:0.6em;
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}
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2017-12-04 21:47:24 +01:00
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#checkboxes span{
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color: gray;
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}
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#checkboxes :checked + span{
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color: black;
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}
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#imgwrap{
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}
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2017-12-07 15:08:12 +01:00
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#imgwrap div{
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display:block;
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color:#999;
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font-size:80%;
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}
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2017-12-04 21:47:24 +01:00
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#imgwrap img{
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2017-12-07 15:08:12 +01:00
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height:7em;
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min-width: 3em;
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background:#ccc;
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2017-12-04 22:01:15 +01:00
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margin-left:2%;
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margin-top:1em;
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2017-12-04 21:47:24 +01:00
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}
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h1{
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margin: .1em 0;
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text-transform:uppercase;
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height:.9em;
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}
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</style>
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</head>
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<body>
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<div id="checkboxes">
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</div>
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<div id="scroller">
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<div id='presentations'>
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2017-12-07 15:08:12 +01:00
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<div class='presentation'>
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<h1>Penousal Machado</h1>
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<div class='stats' id='plot2-stats'></div>
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<div class='plot' id="plot2-div"></div>
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</div>
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2017-12-04 21:47:24 +01:00
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<div class='presentation'>
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<h1>Orit Halpern</h1>
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<div class='stats' id='plot1-stats'></div>
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<div class='plot' id="plot1-div"></div>
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</div>
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2017-12-07 15:08:12 +01:00
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<!--
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2017-12-04 21:47:24 +01:00
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<div class='presentation'>
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<h1>Nicolas Maigret</h1>
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<div class='stats' id='plot3-stats'></div>
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<div class='plot' id="plot3-div"></div>
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</div>
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2017-12-07 15:08:12 +01:00
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-->
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2017-12-04 21:47:24 +01:00
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</div>
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</div>
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<div id='imgwrap'>
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</div>
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<script type='text/javascript'>
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facialParameters = [
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"smile",
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"innerBrowRaise",
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"browRaise",
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"browFurrow",
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"noseWrinkle",
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"upperLipRaise",
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"lipCornerDepressor",
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"chinRaise",
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"lipPucker",
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"lipPress",
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"lipSuck",
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"mouthOpen",
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"smirk",
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"eyeClosure",
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"eyeWiden",
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"cheekRaise",
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"lidTighten",
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"dimpler",
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"lipStretch",
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"jawDrop",
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]
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defaultFacialParameters = [
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"smile",
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"innerBrowRaise",
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"browRaise",
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"browFurrow",
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"noseWrinkle",
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//~ "upperLipRaise",
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//~ "lipCornerDepressor",
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"chinRaise",
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// "lipPucker",
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//~ "lipPress",
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//~ "lipSuck",
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//~ "mouthOpen",
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//"smirk",
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// "attention",
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//~ "eyeClosure",
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//~ "eyeWiden",
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"cheekRaise", //
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"lidTighten",
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//~ "dimpler", //
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//~ "lipStretch",
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//~ "jawDrop", //
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];
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2017-12-04 22:01:15 +01:00
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var paramColours = {
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"smile":"#FFA500",
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"innerBrowRaise":"#FF3300",
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"browRaise":"#FF003D",
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"browFurrow":"#FF0095",
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"noseWrinkle":"#E000FF",
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"upperLipRaise":"#9B00FF",
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"lipCornerDepressor":"#5800FF",
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"chinRaise":"#0053FF",
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"lipPucker":"#00C1FF",
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"lipPress":"#00FF8C",
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"lipSuck":"#0BFF00",
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"mouthOpen":"#8CFF00",
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"smirk":"#DCFF00",
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"eyeClosure":"#A3841A",
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"eyeWiden":"#852D0C",
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"cheekRaise":"#850C3B",
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"lidTighten":"#301271",
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"dimpler":"#214761",
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"lipStretch":"#216156",
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"jawDrop":"#326121",
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}
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2017-12-04 21:47:24 +01:00
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function getCheckedParams(){
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params = [];
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for(var i in facialParameters){
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let param = facialParameters[i];
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if(document.getElementById("check_"+param).checked){
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params.push(param);
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}
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}
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return params;
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}
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2017-12-07 09:58:37 +01:00
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// expresiveness = average change in value
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function getExpressivenessForParams(d, params)
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{
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let total = 0;
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let nrs = 0;
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for(let i in d['windows']) {
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if(i == 0) {
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continue;
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}
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nrs++;
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let sub = 0;
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for(let p in params) {
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let param = params[p];
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sub += Math.pow(d['windows'][i-1]['params'][param] - d['windows'][i]['params'][param], 2);
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}
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total += Math.sqrt(sub);
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}
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return total/nrs;
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}
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function getExpressivenessPerParam(d, params)
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{
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let paramValues = {};
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for(let p in params) {
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let param = params[p];
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let value = 0;
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for(let i in d['windows']) {
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if(i == 0) {
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continue;
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}
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value += Math.abs(d['windows'][i-1]['params'][param] - d['windows'][i]['params'][param]);
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}
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paramValues[param] = value / (d['windows'].length - 1);
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}
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return paramValues;
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}
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2017-12-04 21:47:24 +01:00
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var checkboxWrapperEl = document.getElementById("checkboxes");
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2017-12-07 09:58:37 +01:00
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var d1ParamExpressiveness = getExpressivenessPerParam(d1, facialParameters);
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var d2ParamExpressiveness = getExpressivenessPerParam(d2, facialParameters);
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var d3ParamExpressiveness = getExpressivenessPerParam(d3, facialParameters);
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2017-12-04 21:47:24 +01:00
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for(var i in facialParameters){
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let param = facialParameters[i];
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var labelEl = document.createElement('label');
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var checkboxEl = document.createElement('input');
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var spanEl = document.createElement('span');
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checkboxEl.type = "checkbox";
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checkboxEl.checked = defaultFacialParameters.indexOf(param) > -1;
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checkboxEl.id = "check_"+param;
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checkboxEl.addEventListener('change',function(a){drawGraphs();});
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labelEl.appendChild(checkboxEl);
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spanEl.innerHTML = param;
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labelEl.appendChild(spanEl);
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2017-12-04 22:01:15 +01:00
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var spanColourEl = document.createElement('span');
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spanColourEl.style.background = paramColours[param];
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spanColourEl.innerHTML = " ";
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spanColourEl.classList.add('legendColour');
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labelEl.appendChild(spanColourEl);
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2017-12-04 21:47:24 +01:00
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checkboxWrapperEl.appendChild(labelEl);
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2017-12-07 09:58:37 +01:00
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labelEl.title = "Expressiveness: " + d1ParamExpressiveness[param] + ", " + d2ParamExpressiveness[param] + ", " + d3ParamExpressiveness[param];
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2017-12-04 21:47:24 +01:00
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}
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2017-12-07 15:08:12 +01:00
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var imgwrapEl = document.getElementById("imgwrap");
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2017-12-04 21:47:24 +01:00
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var plot1Div = document.getElementById('plot1-div');
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var plot2Div = document.getElementById('plot2-div');
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2017-12-07 15:11:39 +01:00
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// var plot3Div = document.getElementById('plot3-div');
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2017-12-07 09:58:37 +01:00
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var stats1Div = document.getElementById('plot1-stats');
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var stats2Div = document.getElementById('plot2-stats');
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2017-12-07 15:11:39 +01:00
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// var stats3Div = document.getElementById('plot3-stats');
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2017-12-04 21:47:24 +01:00
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function drawGraphs(){
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params = getCheckedParams();
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2017-12-07 09:58:37 +01:00
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drawGraph("talk1", plot1Div, d1, params, stats1Div);
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drawGraph("talk2", plot2Div, d2, params, stats2Div);
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2017-12-07 15:08:12 +01:00
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//~ drawGraph("talk3", plot3Div, d3, params);
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2017-12-04 21:47:24 +01:00
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}
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2017-12-07 09:58:37 +01:00
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function drawGraph(id, targetEl, d, params, statsEl) {
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2017-12-04 21:47:24 +01:00
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2017-12-07 09:58:37 +01:00
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statsEl.innerHTML = "Total expressiveness: " + getExpressivenessForParams(d, params);
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2017-12-04 21:47:24 +01:00
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var data = [
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/* {
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name: "Mean",
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x: d['windows'].map(function(w){return w['start'];}),
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y: d['windows'].map(function(w){return _.mean(_.filter(w['params'], function(v, param){return params.indexOf(param) > -1}));}),
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//~ error_y: {
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//~ type: 'data',
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//~ array: d['windows'].map(function(w){return w['stddev'];}),
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//~ visible: true
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//~ },
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type: 'scatter',
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line: {
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//~ color: 'rgb(55, 128, 191)',
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width: 5
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}
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}*/
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];
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var avgV = {};
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for(var i in params){
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param = params[i];
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paramValues = d['windows'].map(function(w){return w['params'][param];});
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data.push({
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name: param,
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x: d['windows'].map(function(w){return w['start'];}),
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y: paramValues,
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type: 'scatter',
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2017-12-04 22:01:15 +01:00
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line: {
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color: paramColours[param],
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width: 1.5
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}
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2017-12-04 21:47:24 +01:00
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});
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avgV[param] = _.mean(paramValues);
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}
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var devFunction = function(w){
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let dev = 0;
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for(var i in params){
|
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|
let param = params[i];
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dev += Math.pow(avgV[param] - w['params'][param], 2);
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}
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return Math.sqrt(dev);
|
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};
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data.push({
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|
name: "Deviation",
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x: d['windows'].map(function(w){return w['start'];}),
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y: d['windows'].map(devFunction),
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//~ error_y: {
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//~ type: 'data',
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//~ array: d['windows'].map(function(w){return w['stddev'];}),
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//~ visible: true,
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//~ color: '#f00'
|
|
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|
|
//~ },
|
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|
|
|
type: 'scatter',
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|
|
|
|
line: {
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|
|
color: '#800080',
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|
|
width: 5
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|
|
}
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|
|
|
});
|
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|
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|
|
valFun = function(w){return w['params']['smile'] - (w['params']["innerBrowRaise"]+ w['params']["browFurrow"]+ w['params']["noseWrinkle"]+ w['params']["upperLipRaise"]+ w['params']["lipCornerDepressor"]+ w['params']["chinRaise"]+ w['params']["lipPress"]+ w['params']["lipSuck"])/8;};
|
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|
|
|
|
|
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|
|
var posWindow = _.maxBy(d['windows'], valFun);
|
|
|
|
|
var negWindow = _.minBy(d['windows'], valFun);
|
|
|
|
|
var devWindow = _.maxBy(d['windows'], devFunction);
|
|
|
|
|
var avgWindow = _.minBy(d['windows'], devFunction);
|
|
|
|
|
var diffWindow = _.maxBy(d['windows'], function(w){return w['stddev'];});
|
|
|
|
|
var concensusWindow = _.minBy(d['windows'], function(w){return w['stddev'];});
|
|
|
|
|
|
|
|
|
|
var annotations = [
|
|
|
|
|
//~ {
|
|
|
|
|
//~ x: posWindow['start'],
|
|
|
|
|
//~ y: posWindow['params']['smile'],
|
|
|
|
|
//~ xref: 'x',
|
|
|
|
|
//~ yref: 'y',
|
|
|
|
|
//~ text: 'Most positive moment',
|
|
|
|
|
//~ font: {color: 'gray'},
|
|
|
|
|
//~ showarrow: true,
|
|
|
|
|
//~ arrowhead: 7,
|
|
|
|
|
//~ ax: 0,
|
|
|
|
|
//~ ay: -40
|
|
|
|
|
//~ },
|
|
|
|
|
//~ {
|
|
|
|
|
//~ x: negWindow['start'],
|
|
|
|
|
//~ y: _.max([negWindow['params']["innerBrowRaise"], negWindow['params']["browFurrow"], negWindow['params']["noseWrinkle"], negWindow['params']["upperLipRaise"], negWindow['params']["lipCornerDepressor"], negWindow['params']["chinRaise"], negWindow['params']["lipPress"], negWindow['params']["lipSuck"]]),
|
|
|
|
|
//~ xref: 'x',
|
|
|
|
|
//~ yref: 'y',
|
|
|
|
|
//~ text: 'Most negative moment',
|
|
|
|
|
//~ font: {color: 'gray'},
|
|
|
|
|
//~ showarrow: true,
|
|
|
|
|
//~ arrowhead: 7,
|
|
|
|
|
//~ ax: 0,
|
|
|
|
|
//~ ay: -40
|
|
|
|
|
//~ },
|
|
|
|
|
{
|
|
|
|
|
x: devWindow['start'],
|
|
|
|
|
y: devFunction(devWindow),
|
|
|
|
|
xref: 'x',
|
|
|
|
|
yref: 'y',
|
|
|
|
|
text: 'Most deviant moment',
|
|
|
|
|
font: {color: 'gray'},
|
|
|
|
|
showarrow: true,
|
|
|
|
|
arrowhead: 7,
|
|
|
|
|
ax: 0,
|
|
|
|
|
ay: -40
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
x: avgWindow['start'],
|
|
|
|
|
y: devFunction(avgWindow),
|
|
|
|
|
xref: 'x',
|
|
|
|
|
yref: 'y',
|
|
|
|
|
text: 'Most average moment',
|
|
|
|
|
font: {color: 'gray'},
|
|
|
|
|
showarrow: true,
|
|
|
|
|
arrowhead: 7,
|
|
|
|
|
ax: 0,
|
|
|
|
|
ay: -40
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
x: avgWindow['start'],
|
|
|
|
|
y: devFunction(avgWindow),
|
|
|
|
|
xref: 'x',
|
|
|
|
|
yref: 'y',
|
|
|
|
|
text: 'Most average moment',
|
|
|
|
|
font: {color: 'gray'},
|
|
|
|
|
showarrow: true,
|
|
|
|
|
arrowhead: 7,
|
|
|
|
|
ax: 0,
|
|
|
|
|
ay: -40
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
x: diffWindow['start'],
|
|
|
|
|
y: devFunction(diffWindow),
|
|
|
|
|
xref: 'x',
|
|
|
|
|
yref: 'y',
|
|
|
|
|
text: 'Least concensus',
|
|
|
|
|
font: {color: 'gray'},
|
|
|
|
|
showarrow: true,
|
|
|
|
|
arrowhead: 7,
|
|
|
|
|
ax: 0,
|
|
|
|
|
ay: -40
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
x: concensusWindow['start'],
|
|
|
|
|
y: devFunction(concensusWindow),
|
|
|
|
|
xref: 'x',
|
|
|
|
|
yref: 'y',
|
|
|
|
|
text: 'Most concensus',
|
|
|
|
|
font: {color: 'gray'},
|
|
|
|
|
showarrow: true,
|
|
|
|
|
arrowhead: 7,
|
|
|
|
|
ax: 0,
|
|
|
|
|
ay: -40
|
|
|
|
|
}
|
|
|
|
|
]
|
|
|
|
|
|
|
|
|
|
var layout = {
|
|
|
|
|
//~ dragmode: 'zoom',
|
|
|
|
|
|
|
|
|
|
annotations: annotations,
|
|
|
|
|
|
|
|
|
|
//~ boxmode: 'group',
|
|
|
|
|
margin: {
|
|
|
|
|
r: 10,
|
|
|
|
|
t: 10,
|
|
|
|
|
b: 18,
|
|
|
|
|
l: 20
|
|
|
|
|
},
|
|
|
|
|
showlegend: false,
|
|
|
|
|
xaxis: {
|
|
|
|
|
autorange: true,
|
|
|
|
|
//~ domain: [0, 1],
|
|
|
|
|
//~ range: ['2017-01-03 12:00', '2017-02-15 12:00'],
|
|
|
|
|
//~ rangeslider: {range: ['2017-01-03 12:00', '2017-02-15 12:00']},
|
|
|
|
|
//~ title: 'Date',
|
|
|
|
|
type: 'date'
|
|
|
|
|
},
|
|
|
|
|
yaxis: {
|
|
|
|
|
autorange: true,
|
|
|
|
|
domain: [0, 1],
|
|
|
|
|
//~ range: [114.609999778, 137.410004222],
|
|
|
|
|
type: 'linear'
|
|
|
|
|
}
|
|
|
|
|
};
|
|
|
|
|
|
|
|
|
|
Plotly.newPlot(targetEl.id, data, layout,{displayModeBar: false});
|
|
|
|
|
|
|
|
|
|
//~ targetEl.on('plotly_click', function(data){
|
|
|
|
|
//~ console.log(data);
|
|
|
|
|
//~ var pts = '';
|
|
|
|
|
//~ for(var i=0; i < data.points.length; i++){
|
|
|
|
|
//~ pts = 'x = '+data.points[i].x +'\ny = '+
|
|
|
|
|
//~ data.points[i].y.toPrecision(4) + '\n\n';
|
|
|
|
|
//~ }
|
|
|
|
|
//~ alert('Closest point clicked:\n\n'+pts);
|
|
|
|
|
//~ });
|
|
|
|
|
|
|
|
|
|
targetEl.on('plotly_hover', function (data){
|
2017-12-07 15:08:12 +01:00
|
|
|
let HTML = "";
|
2017-12-04 21:47:24 +01:00
|
|
|
var points = data.points[0],
|
|
|
|
|
pointNum = points.pointNumber;
|
2017-12-07 15:08:12 +01:00
|
|
|
console.log(d);
|
|
|
|
|
for(let i in d['windows'][pointNum]['frames']) {
|
|
|
|
|
console.log(pointNum, d['windows'][pointNum]['frames'][i], data);
|
|
|
|
|
//~ imgEl.src = "/images.php?i="+d['windows'][pointNum]['frames'][i]+"¶ms="+params.join() + "&nr=" + d['outputNr'] ;
|
|
|
|
|
HTML+= "<div>"+d['windows'][pointNum]['frames'][i]+"<img src=\"/images.php?i="+d['windows'][pointNum]['frames'][i]+"¶ms="+params.join() + "&nr=" + d['outputNr'] +"\"></div>" ;
|
|
|
|
|
}
|
|
|
|
|
imgwrapEl.innerHTML = HTML;
|
|
|
|
|
|
2017-12-04 21:47:24 +01:00
|
|
|
var audio = new Audio('output/'+d['outputNr']+'/'+d['windows'][pointNum]['startFrame']+'.wav');
|
|
|
|
|
audio.play();
|
2017-12-07 15:08:12 +01:00
|
|
|
|
2017-12-04 21:47:24 +01:00
|
|
|
//~ Plotly.Fx.hover('plot-div',[
|
|
|
|
|
//~ { curveNumber:0, pointNumber:pointNum },
|
|
|
|
|
//~ { curveNumber:1, pointNumber:pointNum },
|
|
|
|
|
//~ { curveNumber:2, pointNumber:pointNum },
|
|
|
|
|
//~ ]);
|
|
|
|
|
});
|
|
|
|
|
//~ plotDiv.on('plotly_hover', function (eventdata){
|
|
|
|
|
//~ console.log(data);
|
|
|
|
|
//~ });
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
drawGraphs();
|
|
|
|
|
</script>
|
|
|
|
|
</body>
|
|
|
|
|
</html>
|
