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<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
<html xmlns="http://www.w3.org/1999/xhtml">
<head>
<title>Keshif: Data Made Explorable</title>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta http-equiv="Content-Language" content="en-us" />
<script type="text/javascript" src="https://www.google.com/jsapi"></script>
<script type="text/javascript" src="./js/jquery-1.11.1.min.js"></script>
<script type="text/javascript" src="./js/d3.3.5.5.min.js" charset="utf-8"></script>
<script type="text/javascript" src="./keshif.js" charset="utf-8"></script>
<link rel="stylesheet" href="./keshif.css"/ type="text/css">
<link rel="stylesheet" href="./font-awesome/css/font-awesome.min.css">
<link rel="icon" href="./demo/img/favicon.png" type="image/png" >
<script type="text/javascript" src="./demo/js/demo.js" charset="utf-8"></script>
<script type="text/javascript" src="./AggreSet/jquery.colorbox-min.js" charset="utf-8"></script>
<script type="text/javascript">
var loaded=false;
var demoID = 76;
noRibbon = true;
showLogo = false;
$(document).ready(function(){
$(".youtube").colorbox({iframe:true, width:920, height:600, scalePhotos: true});
loadDemoBrowser();
});
var loadDemoBrowser = function(){
if(loaded) return;
loaded=true;
d3.select('#demobox').attr("loaded",true);
browser = new kshf.Browser({
domID: "#livedemo",
categoryTextWidth: 150,
rightPanelLabelWidth: 140,
barChartWidth: 70,
itemName: "Sample Datasets",
source: {
gdocId: '0Ai6LdDWgaqgNdFlZRk83NmpDLVc2cllCRjhpdkNYOWc',
tables: "Demos"
},
summaries: [
{ name: "Keywords", panel: 'left', value: function(){ return this.Keywords.split(" + ");} },
{ name: "# of Records", value: "# of Items", showPercentile: true, panel: 'left', intervalScale: "log"},
{ name: "Data Source Type", panel: 'left', collapsed: true, value: function(){ return this.Source.split(" + ");} },
{ name: "Code Complexity", panel: 'right',
description: "Relative code complexity of demo source",
catSortBy: "id",
catLabel: function(){
var r="";
switch(this.id){
case 1: r="A breeze "; break;
case 2: r="Simple "; break;
case 3: r="Intermediate "; break;
case 4: r="Detailed "; break;
case 5: r="Fully featured "; break;
}
// Add star's
r+=Array(this.id+1).join("<span class='fa fa-star' style='font-size: 0.7em;'></span>")
return r;
}},
{ name: "Summary Types", panel: 'right',
value: function(){
var r = [];
if(this['Facets - Histogram']>0)
r.push("Histogram <span class='fa fa-bar-chart-o'></span>");
/* if(this['Facets - Hierarchical'])
r.push("Hierarchical <span class='fa fa-outdent'></span>");*/
if(this['Has Time'])
r.push("Time <span class='fa fa-clock-o'></span>");
return r;
} },
/* },{ name: "Data Structure",
value: function(){
var r = [];
if(this.Linked) r.push("Linked/Networked <span class='fa fa-chain'></span>");
if(this.Tables==="Multi") r.push("Multiple Tables <span class='fa fa-table'></span>");
return r;
}*/
{ name: "Record Display", panel: "right",
value: function(){
var r = [];
if(this['Result Display']==="Grid")
r.push("Grid <span class='fa fa-th'></span>");
if(this['Result Display']==="List")
r.push("List <span class='fa fa-list'></span>");
if(this['Result Display']==="None")
r.push("None");
return r;
}},
/* },{ name: "Other", panel: "right",
value: function(){
var r = [];
if(this['Main Text Search'])
r.push("Main Text search <span class='fa fa-search'></span>");
if(this['Dynamic Sizing']>0)
r.push("Dynamic Sizing <span class='fa fa-arrows-alt'></span>");
return r;
}*/
{ name: "Created At", panel: "right", collapsed: false, value: function(){ return this.Authored.getFullYear(); } }
],
itemDisplay: {
sortBy: {name: 'Highlighted', value: "id", inverse: true},
displayType: 'grid',
maxVisibleItems_Default: 100,
textSearch: 'Name',
recordView: function(){
var str='';
str+="<span class='thumbnail'><a target='_blank' href='./demo/"
+this["Link"]+"'><img class='theImage'></a></span>";
// str+="<div class=\"iteminfo iteminfo_0\">";
str+="<span class='title'>"+this["Name"]+"</span>";
str+="<span class='icons'>";
if(this['Linked']) str+="<span class='fa fa-chain'></span>";
if(this['Tables']==="Multi") str+="<span class='fa fa-table'></span>";
if(this['Facets - Histogram']) str+="<span class='fa fa-bar-chart-o'></span>";
//if(this['Facets - Hierarchical']) str+="<span class='fa fa-outdent'></span>";
if(this['Has Time']) str+="<span class='fa fa-clock-o'></span>";
//if(this['Multi-Sort']) str+="<span class='fa fa-sort-amount-desc'></span>";
if(this['Results-Details']) str+="<span class='fa fa-bullseye'></span>";
if(this['Result Display']==="Grid") str+="<span class='fa fa-th'></span>";
if(this['Result Display']==="List") str+="<span class='fa fa-list'></span>";
if(this['Highlighted']) str+="<span class='fa fa-star'></span>";
if(this['Main Text Search']) str+="<span class='fa fa-search'></span>";
if(this['Dynamic Sizing']) str+="<span class='fa fa-arrows-alt'></span>";
str+="</span>";
str+="<span class='codeLink' style='right: 2px'><a target='_blank' href='https://github.com/adilyalcin/Keshif/blob/master/demo/"
+this["Link"]+".html' class='fa fa-code'></a></span>";
return str;
},
visibleCb: function(d){
var link=this["Link"];
if(link==="../index") link = "index";
d3.select(d.DOM.record).select("img").attr("src","demo/demo_img/"+link+".jpg");
}
}
});
};
</script>
<style>
body{
margin: 0;
padding: 0;
font-family: Verdana, Arial, Helvetica, sans-serif;
font-size: 63.125%;
/* translate 1.0em to 10px, 1.5em to 15px, etc. */
color: #222;
}
/****************************************
* body / content Sections
****************************************/
h2{
margin: 0 0 15px 0;
color: #8AB422;
font-size: 1.2em;
font-family: Helvetica, Verdana, Arial, sans-serif;
text-transform: uppercase;
letter-spacing: 0.1em;
}
h3{
clear: both;
margin: 0 0 15px 0;
font-size: 1em;
line-height: 1.4em;
font-weight: bold;
color: #222222;
}
h4
{
margin: 15px 0 3px 0;
font-size: 1em;
font-weight: bold;
}
/* Text */
p
{
margin: 0 0 15px 0;
line-height: 1.4em;
}
blockquote
{
margin: 0 30px;
line-height: 1.4em;
}
/* Lists */
ul, ol
{
margin: 3px 0 18px;
padding: 0;
font-size: 1em;
line-height: 1.1em;
}
ul ul, ul ol, ol ol, ol ul { font-size: 1em; }
ul li
{
margin: 5px 0;
list-style: none;
}
ol li { margin: 5px 0 5px 35px; }
/* Links */
a
{
color: #476F88;
text-decoration: underline;
}
.attention {
color: #C31C5F;
font-weight: bold;
}
.nowrap {
white-space: nowrap;
}
/* Images */
img { border: none; }
.imgR { float: right; }
.imgL { float: left; }
/****************************************
* Tables
****************************************/
table, tr, th, td
{
margin: 0;
padding: 0;
border: 0;
}
/************************
* Misc
************************/
/*
Hide rules for accesibility.
*/
hr { display: none; }
.row
{
clear: both;
padding-top: 5px;
}
.row span.label
{
float: left;
width: 9em;
text-align: left;
font-weight: bold;
}
div.row span.value
{
float: left;
text-align: left;
}
.featureList{
cursor: default;
/* margin-top:20px; */
}
.featureList > li{
margin-top: 20px;
}
.featureList > li:hover >i:before{
color: green;
}
.titleee{
padding-top: 5px;
text-align: center;
font-size: 1.3em;
padding-bottom: 5px;
border-bottom: solid 1px lightgray;
}
my-email::after {
content: attr(data-domain);
}
my-email::before {
content: attr(data-user) "\0040";
}
h1, .h1 {
font-size: 1.7em;
font-weight: normal;
color: #727365;
letter-spacing: .12em;
}
#mypage {
margin-left: auto;
margin-right: auto;
margin-top: 15px;
font-size: 1.3em;
/* max-width: 800px; */
width: 1100px;
position: relative;
}
#demobox{
width: 1100px;
height: 450px;
position:relative;
}
#livedemo {
margin: 0 auto;
height: 450px;
font-size: 12pt;
}
#demobox[loaded=false] #livedemo{
display:none;
}
.tutorialLink{
cursor: pointer;
color: black;
text-decoration: none;
}
.tutorialLink:hover{
color: orangered;
}
.iteminfo a{
color:#606060;
font-style:italic;
}
.iteminfo_0 span{
font-size: 0.7em;
}
.content{
width: 131px;
padding: 3px;
margin-bottom: 2px;
}
.content img.theImage{
display: block;
margin-left: auto;
margin-right: auto;
background-color: white;
width: calc(100% - 10px);
}
.content img.theImage:hover{
box-shadow: 0px 0px 2px black;
}
.kshfRecord[highlight=true] .content .thumbnail a{
background-color: orangered;
}
.content .title{
display: block;
margin-left: auto;
margin-right: auto;
margin-top: 2px;
text-align: center;
font-size: 0.8em;
}
.content .thumbnail{
display: block;
height: 120px;
overflow-y: hidden;
overflow-x: hidden;
position: relative;
transition: background-color 300ms linear;
-webkit-transition: background-color 300ms linear;
-o-transition: background-color 300ms linear;
-moz-transition: background-color 300ms linear;
}
.content .thumbnail a{
display: block;
bottom: 2px;
display: block;
position: absolute;
width: 100%;
}
.content .icons{
display: block;
text-align: center;
color: lightgray;
width: 100%;
font-size: 0.9em;
border-top: solid 1px lightgray;
padding-top: 2px;
}
.content .icons .fa{
padding: 0px 2px;
}
.content .icons .fa:hover{
padding: 0px 2px;
color: gray;
}
.content .codeLink{
position: absolute;
top: 2px;
background-color: rgb(228, 228, 228);
border-radius: 13px;
padding: 2px;
font-size: 0.75em;
font-weight: 700;
border: solid 1px gray;
display: block;
height: 18px;
width: 18px;
text-align: center;
opacity: 0.5;
}
.content .codeLink:hover{
opacity: 1;
}
.content a{
text-decoration: none;
}
.recordGroup{
text-align: center;
}
#forkongithub a{
background:#000;
color:#fff;
text-decoration:none;
font-family:arial,sans-serif;
text-align:center;
font-weight:bold;
padding:5px 40px;
font-size:0.8rem;
line-height:1.5rem;
position:relative;
transition:0.5s;
}
#forkongithub a:hover{background:orangered;color:#fff;}
#forkongithub a::before,#forkongithub a::after{
content:"";
width:100%;
display:block;
position:absolute;
top:1px;
left:0;
height:1px;
background:#fff;
}
#forkongithub a::after{
bottom:1px;
top:auto;
}
@media screen and (min-width:800px){
#forkongithub{
position:fixed;
display:block;
bottom:0;
right:0;
width:200px;
overflow:hidden;
height:200px;
z-index:9999;
}
#forkongithub a{
width:200px;
position:absolute;
top:120px;
right:-80px;
transform:rotate(-45deg);
-webkit-transform:rotate(-45deg);
-ms-transform:rotate(-45deg);
-moz-transform:rotate(-45deg);
-o-transform:rotate(-45deg);
box-shadow:4px 4px 10px rgba(0,0,0,0.8);
}
}
.affilLogo{
opacity: 0.8;
-webkit-filter: grayscale(100%);
-moz-filter: grayscale(100%);
-o-filter: grayscale(100%);
-ms-filter: grayscale(100%);
filter: grayscale(100%);
}
.affilLogo:hover{
opacity: 1;
-webkit-filter: grayscale(0%);
-moz-filter: grayscale(0%);
-o-filter: grayscale(0%);
-ms-filter: grayscale(0%);
filter: grayscale(0%);
}
#logo_umd{
width: 50px;
float: right;
}
#logo_hcil{
width: 50px;
float: right;
margin: 0px 10px;
}
/*
Colorbox Core Style:
The following CSS is consistent between example themes and should not be altered.
*/
#colorbox, #cboxOverlay, #cboxWrapper{position:absolute; top:0; left:0; z-index:9999; overflow:hidden;}
#cboxWrapper {max-width:none;}
#cboxOverlay{position:fixed; width:100%; height:100%;}
#cboxMiddleLeft, #cboxBottomLeft{clear:left;}
#cboxContent{position:relative;}
#cboxLoadedContent{overflow:auto; -webkit-overflow-scrolling: touch;}
#cboxTitle{margin:0;}
#cboxLoadingOverlay, #cboxLoadingGraphic{position:absolute; top:0; left:0; width:100%; height:100%;}
#cboxPrevious, #cboxNext, #cboxClose, #cboxSlideshow{cursor:pointer;}
.cboxPhoto{float:left; margin:auto; border:0; display:block; max-width:none; -ms-interpolation-mode:bicubic;}
.cboxIframe{width:100%; height:100%; display:block; border:0; padding:0; margin:0;}
#colorbox, #cboxContent, #cboxLoadedContent{box-sizing:content-box; -moz-box-sizing:content-box; -webkit-box-sizing:content-box;}
/*
User Style:
Change the following styles to modify the appearance of Colorbox. They are
ordered & tabbed in a way that represents the nesting of the generated HTML.
*/
#cboxOverlay{background:#000; opacity: 0.9; filter: alpha(opacity = 90);}
#colorbox{outline:0;}
#cboxTopLeft{width:14px; height:14px; background:url(images/controls.png) no-repeat 0 0;}
#cboxTopCenter{height:14px; background:url(images/border.png) repeat-x top left;}
#cboxTopRight{width:14px; height:14px; background:url(images/controls.png) no-repeat -36px 0;}
#cboxBottomLeft{width:14px; height:43px; background:url(images/controls.png) no-repeat 0 -32px;}
#cboxBottomCenter{height:43px; background:url(images/border.png) repeat-x bottom left;}
#cboxBottomRight{width:14px; height:43px; background:url(images/controls.png) no-repeat -36px -32px;}
#cboxMiddleLeft{width:14px; background:url(images/controls.png) repeat-y -175px 0;}
#cboxMiddleRight{width:14px; background:url(images/controls.png) repeat-y -211px 0;}
#cboxContent{background:#fff; overflow:visible;}
.cboxIframe{background:#fff;}
#cboxError{padding:50px; border:1px solid #ccc;}
#cboxLoadedContent{margin-bottom:5px;}
#cboxLoadingOverlay{background:url(images/loading_background.png) no-repeat center center;}
#cboxLoadingGraphic{background:url(images/loading.gif) no-repeat center center;}
#cboxTitle{position:absolute; bottom:-25px; left:0; text-align:center; width:100%; font-weight:bold; color:#7C7C7C;}
#cboxCurrent{position:absolute; bottom:-25px; left:58px; font-weight:bold; color:#7C7C7C;}
/* these elements are buttons, and may need to have additional styles reset to avoid unwanted base styles */
#cboxPrevious, #cboxNext, #cboxSlideshow, #cboxClose {border:0; padding:0; margin:0; overflow:visible; position:absolute; bottom:-29px; background:url(images/controls.png) no-repeat 0px 0px; width:23px; height:23px; text-indent:-9999px;}
/* avoid outlines on :active (mouseclick), but preserve outlines on :focus (tabbed navigating) */
#cboxPrevious:active, #cboxNext:active, #cboxSlideshow:active, #cboxClose:active {outline:0;}
#cboxPrevious{left:0px; background-position: -51px -25px;}
#cboxPrevious:hover{background-position:-51px 0px;}
#cboxNext{left:27px; background-position:-75px -25px;}
#cboxNext:hover{background-position:-75px 0px;}
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<a href='http://www.umd.edu' target='_blank'>
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<span class='h1'><strong>Keshif</strong></br>
Data Made Explorable</span>
<div class="titleee">
With<b><img src='./demo/img/logo.png' style='height: 1.2em; position: relative; top: 3px; right: -2px'>eshif</b>, you can explore and understand your data - interactively, visually & <b>easily</b> <span class='fa fa-magic'></span>.<br></div>
<div style='text-align:center; margin: 5px 10px 10px 10px; font-size: 1.2em;'>
<span class='fa fa-eye' style='font-size: 1.4em;'></span> Explore 110+ sample datasets below.
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<span class='youtube tutorialLink' href="https://www.youtube.com/embed/3Hmvms-1grU">
<span class='fa fa-youtube-play' style='font-size: 1.4em;'></span> Watch 5-minute tutorial</span>.
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<a class='tutorialLink' href="./demo/YourData" target='_blank'>
<span class='fa fa-upload' style='font-size: 1.4em;'></span> Import your data</a>.
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<a class='tutorialLink' href="http://www.github.com/adilyalcin/keshif" target='_blank'>
</span> Get the code</a>
<iframe src="http://ghbtns.com/github-btn.html?user=adilyalcin&repo=Keshif&type=star&count=true&size=small" allowtransparency="true" frameborder="0" scrolling="0" width="90px" height="20px" style='position:relative; top:3px;'></iframe>
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<ul class="fa-ul featureList">
<li><i class="fa-li fa fa-check-square"></i><b>Create summaries of data properties.</b> Keshif will present your data in its effective visual design.</li>
<li><i class="fa-li fa fa-check-square"></i><b>Discover relations</b> in your data rapidly. <b>Highlight</b> relations by mouse over. <b>Compare</b> records by locking your selection. </i>Keshif auto-<b>synronizes</b> all selections.</li>
<li><i class="fa-li fa fa-check-square"></i><b>Enjoy scalability by design</b>. Keshif avoids visualization techniques that cannot scale. Explore data as long as it can be fully loaded to your web browser.</li>
<li><i class="fa-li fa fa-check-square"></i><b>Enjoy consistency</b>. Keshif solves your exploration needs for a wide range of dataset in a single unified visual and interactive design.</li>
<li><i class="fa-li fa fa-check-square"></i><b>Focus on your data and your questions. </b> Don't worry about picking the right visualization and doing the math. Keshif does it for you.</li>
<li><i class="fa-li fa fa-check-square"></i><b>See the overview and the most relevant first.</b> After each step, the most relevant results and data properties are shown first.</li>
<li><i class="fa-li fa fa-check-square"></i><b>Load your data in a flexible pipeline built for the web.</b> Keshif is ready to load your structured data, whether it be digital collections, books that you have read, contact lists, public data sources, movies, etc. It can automatically import data from Google SpreadSheets and CSV/TEXT files. You can write your own importers in Javascript for JSON, XML, even HTML or BibTeX for publication databases. Check the demo list to find demos using various data resource types.</li>
<li><i class="fa-li fa fa-check-square"></i><b>Define your browser using its simple <a href="https://github.com/adilyalcin/Keshif/wiki#wiki-api-documentation" target="_blank">API</a>.</b> The API is based on a single function which takes configuration parameters, such as data source, and the descriptions of your data summaries.</li>
</ul>
</div>
</br></br>
<h2 id="participants">Publications</h2>
<b><a href="./AggreSet/" target='_blank'>AggreSet</a>: Rich and Scalable Set Exploration using Visualizations of Element Aggregations</b>, M. Adil Yalçın & Niklas Elmqvist & Ben Bederson, INFOVIS 2015
</br></br>
<h2 id="participants">Media Coverage</h2>
<b><a href="http://datadrivenjournalism.net/resources/keshif.me" target="_blank">
DataDrivenJournalism.net - Interview with Adil Yalcin</a>, Oct 2015</b>
<br><br>
<a href="http://mobilitylab.org/2015/07/13/transit-data-gets-more-intriguing-as-the-way-its-presented-improves/" target='_blank'>Transit Data Gets More Intriguing As the Way It’s Presented Improves</a> - Mobility Lab, July 2015<br><br>
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<a href="http://datadrivenjournalism.net/resources/overview_328_analysis_and_visualization_tools_and_counting" target='_blank'>Overview: 328 Analysis and Visualization Tools (and counting)</a> - DataDrivenJournalism.net, Sept. 2015<br><br>-->
<a href="http://www.informationisbeautifulawards.com/showcase?ccategory=interactive&challenge=2&page=1&pcategory=short-list&type=challenges" target="_blank">Safety First: A Story on Restaurant Food Poisonings</a>, Shortlisted, Information is Beautiful Awards, Food Poisoning Challenge, 2015.<br><br>
<a href="http://toolsfortheweb.net/javascript/visual-and-interactive-data-via-keshif/" target="_blank">Visual and Interactive Data via Keshif</a>, Tools for the Web, June 2015
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Web-based Information Visualization Using JavaScript - Selin Guldamlasioglu - University of Tampere - M.Sc. Thesis
- https://tampub.uta.fi/bitstream/handle/10024/97846/GRADU-1438162264.pdf
Visual Analysis and Dissemination of Scientific Literature Collections with SurVis - Fabian Beck et al. VAST2015
- http://www.visus.uni-stuttgart.de/uploads/tx_vispublications/vast15-survis.pdf
Undergrad thesis based on keshif
- http://chunw.github.io/uploads/undergrad_thesis_technical.pdf
Course mentions
- J. Stasko's course materials:
- http://www.cc.gatech.edu/~stasko/7450/syllabus.html
- http://www.cc.gatech.edu/~stasko/7450/Notes/systems.pdf
- Maneesh Agrawala, Interaction II
- http://vis.berkeley.edu/courses/cs294-10-fa14/wiki/images/4/40/Lec294-10-20140929.pdf
InfoVis Group - UBC Computer Science - Resources
- http://www.cs.ubc.ca/group/infovis/resources.shtml
OCSD proposal
- http://ocsdnet.org/wp-content/uploads/2015/01/FOR-UPLOAD_Universite-Laval.pdf
Short tutorial:
- http://www.dualimpulse.com/data-made-explorable/
Mention:
- Visualizing library data with d3
https://wiki.harvard.edu/confluence/download/attachments/177834701/ABCD%20Library%20D3%202015.04.27.pdf
- QS Visualization - Links & Notes, by labs@quantifiedself.com
https://docs.google.com/document/d/1hbOAzf8cTXasf0ZaK9Or6nKGQp1LMmRYNIbwugM6kEQ/edit
- http://data-journalism-tools.silk.co/page/Keshif
- http://yunus.hacettepe.edu.tr/~umutal/lesson/bby375/2016/375-002.pdf
Chatter:
- http://sourceforge.net/p/semediawiki/mailman/message/33101735/
-->
</br></br>
<h2 id="participants">Designed & Developed By</h2>
<a href="http://adilyalcin.me/"><b>M. Adil Yalçın</b></a>, Ph.D. Candidate, Human Computer Interaction Lab, Computer Science, University of Maryland, College Park
</br></br>
<h2 id="participants">Advised By</h2>
<a href="https://sites.umiacs.umd.edu/elm/" target="_blank">Niklas Elmqvist</a>,
Associate Professor, iSchool, University of Maryland, College Park<br><br>
<a href="http://www.cs.umd.edu/~bederson/" target="_blank">Ben Bederson</a>,
Professor, Computer Science, University of Maryland, College Park
</br></br>
<h2 id="license">License</h2>
Released under <a href="http://opensource.org/licenses/BSD-3-Clause">BSD license <a href="https://raw.githubusercontent.com/adilyalcin/Keshif/master/LICENSE">
<span class='fa fa-external-link'></span></a></a>.
<span class='fa fa-copyright'></span> 2015 University of Maryland
</br></br>
<h2 id="participants">Contact</h2>
<ul>
<li>Please contact <my-email data-user="yalcin" data-domain="umd.edu"></my-email> for feedback and questions.</li>
</ul>
<h2 id="sponsors">History</h2>
<ul class="fa-ul">
<li><i class="fa-li fa fa-bullseye"></i>
Partially supported by the <a href="http://sesync.org" target="_blank">National Socio-Environmental Synthesis Center (SESYNC)</a> through a grant from <a href="http://www.nfs.gov" target="_blank">NSF</a> to <a href="http://www.umd.edu" target="_blank">UMD</a>
<span style='color:gray'>#DBI-1052875</span> (2015-...)
</li>
<li> <i class="fa-li fa fa-bullseye"></i>
Partially supported by
<a href="http://www.huawei.com/" target="_blank"> Huawei</a> (2013-2014)</li>
<li> <i class="fa-li fa fa-bullseye"></i>
<a href="http://www.cs.umd.edu/hcil/members/arose">Anne Rose</a>,
Contributor (2013-2014), Faculty Research Assistant, UMIACS, University of Maryland</li>
</ul>
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