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distance-limited Voronoi Interaction III
Raw
.block
license: gpl-3.0
Raw
README.md

This block is based on Step 3 - Voronoi Scatterplot - Tooltip attached to circle from @NadiehBremer

The Voronoi technics (used to improve interactive experience) is something I like. But I'm quite confused when the mouse is far away from points/subjectsOfMatter. In the original example, this situation arises in the viz's top-left and bottom-right corners.

This block attempts to overcome this issue by:

  • still using the Voronoi partition to identifiy the closest point/subjectOfMmatter when they are close to each others
  • and, checking if the distance from the point to the mouse is close enought (max distance checking)

For the sake of illustration, interactive areas appear in (very) light blue. Interactive zones would not be rendered in the final viz.

The implementation in this block uses a plugin I made (see d3-distanceLimitedVoronoi Github project) that computes the adequate interactive area around each point. The adequate path is: voronoï-cell INTERSECT max-distance-from-point. Others ways could be:

  • clip each Voronoï cell with a circle shape (cf. this block)
  • use JS to determine if the pointer is close enought to display the tooltip (cf. this block)

This third implementation of distance-limited voronoi cell is simpler than the 2 others because:

  • compared to the clipPath way, it doesn't requires extra clipPathes (dedicated definition, and bindings to each cell)
  • compared to the JS-based way, mouse interaction is easier (only mouseenter and mouseout, no mousemoved), and less intensive (no mousemove); nevertheless, it comes with the cost of computing the adequate path of each cell.

Acknowledgments to:

Raw
index.html
<!DOCTYPE html>
<html>
<head>
<meta http-equiv="Content-Type" content="text/html;charset=utf-8"/>
<title>Scatterplot with Voronoi</title>
<!-- D3.js -->
<script src="https://d3js.org/d3.v3.js"></script>
<script src="https://raw.githack.com/Kcnarf/d3-distanceLimitedVoronoi/d3v3/distance-limited-voronoi.js"></script>
<!-- Pym.js - iframe height handler for the Blog -->
<script src="pym.min.js"></script>
<!-- jQuery -->
<script src="https://ajax.googleapis.com/ajax/libs/jquery/1.11.1/jquery.min.js"></script>
<!-- Latest compiled and minified CSS -->
<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.2/css/bootstrap.min.css">
<!-- Latest compiled and minified JavaScript -->
<script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.2/js/bootstrap.min.js"></script>
<!-- Open Sans & CSS -->
<link href='http://fonts.googleapis.com/css?family=Open+Sans:700,400,300' rel='stylesheet' type='text/css'>
<style>
body {
font-family: 'Open Sans', sans-serif;
font-size: 12px;
font-weight: 400;
color: #525252;
text-align: center;
}
html, body {
width:auto;
height:auto;
}
.axis path,
.axis line {
fill: none;
stroke: #B3B3B3;
shape-rendering: crispEdges;
}
.axis text {
font-size: 10px;
fill: #6B6B6B;
}
.popover {
pointer-events: none;
}
.legendTitle {
fill: #1A1A1A;
color: #1A1A1A;
text-anchor: middle;
font-size: 10px;
}
.legendText {
fill: #949494;
text-anchor: start;
font-size: 9px;
}
@media (min-width: 500px) {
.col-sm-3, .col-sm-9 {
float: left;
}
.col-sm-9 {
width: 75%;
}
.col-sm-3 {
width: 25%;
}
}
</style>
</head>
<body>
<div id="cont" class="container-fluid text-center">
<div class="row scatter">
<h5 style="color: #3B3B3B;">Life expectancy versus GDP per Capita</h5>
<h6 style="color: #A6A6A6;">Distance-limited Voronoi - tooltip shown only if mouse is close enougth</h6>
<div class="col-sm-9">
<div id="chart">
<svg></svg>
</div>
</div>
<div id = "legend" class="col-sm-3">
<div class="legendTitle" style="font-size: 12px;">REGION</div>
<div id="legend"></div>
</div>
</div>
</div>
<script src="worldbank.js"></script>
<script src="script.js"></script>
</body>
</html>
Raw
pym.min.js
/*! pym.js - v0.4.4 - 2015-07-16 */
!function(a){"function"==typeof define&&define.amd?define(a):"undefined"!=typeof module&&module.exports?module.exports=a():window.pym=a.call(this)}(function(){var a="xPYMx",b={},c=function(a){var b=new RegExp("[\\?&]"+a.replace(/[\[]/,"\\[").replace(/[\]]/,"\\]")+"=([^&#]*)"),c=b.exec(location.search);return null===c?"":decodeURIComponent(c[1].replace(/\+/g," "))},d=function(a,b){return"*"===b.xdomain||a.origin.match(new RegExp(b.xdomain+"$"))?!0:void 0},e=function(b,c,d){var e=["pym",b,c,d];return e.join(a)},f=function(b){var c=["pym",b,"(\\S+)","(.+)"];return new RegExp("^"+c.join(a)+"$")},g=function(){for(var a=document.querySelectorAll("[data-pym-src]:not([data-pym-auto-initialized])"),c=a.length,d=0;c>d;++d){var e=a[d];e.setAttribute("data-pym-auto-initialized",""),""===e.id&&(e.id="pym-"+d);var f=e.getAttribute("data-pym-src"),g=e.getAttribute("data-pym-xdomain"),h={};g&&(h.xdomain=g),new b.Parent(e.id,f,h)}};return b.Parent=function(a,b,c){this.id=a,this.url=b,this.el=document.getElementById(a),this.iframe=null,this.settings={xdomain:"*"},this.messageRegex=f(this.id),this.messageHandlers={},c=c||{},this._constructIframe=function(){var a=this.el.offsetWidth.toString();this.iframe=document.createElement("iframe");var b="",c=this.url.indexOf("#");c>-1&&(b=this.url.substring(c,this.url.length),this.url=this.url.substring(0,c)),this.url.indexOf("?")<0?this.url+="?":this.url+="&",this.iframe.src=this.url+"initialWidth="+a+"&childId="+this.id+"&parentUrl="+encodeURIComponent(window.location.href)+b,this.iframe.setAttribute("width","100%"),this.iframe.setAttribute("scrolling","no"),this.iframe.setAttribute("marginheight","0"),this.iframe.setAttribute("frameborder","0"),this.el.appendChild(this.iframe),window.addEventListener("resize",this._onResize)},this._onResize=function(){this.sendWidth()}.bind(this),this._fire=function(a,b){if(a in this.messageHandlers)for(var c=0;c<this.messageHandlers[a].length;c++)this.messageHandlers[a][c].call(this,b)},this.remove=function(){window.removeEventListener("message",this._processMessage),window.removeEventListener("resize",this._onResize),this.el.removeChild(this.iframe)},this._processMessage=function(a){if(d(a,this.settings)&&"string"==typeof a.data){var b=a.data.match(this.messageRegex);if(!b||3!==b.length)return!1;var c=b[1],e=b[2];this._fire(c,e)}}.bind(this),this._onHeightMessage=function(a){var b=parseInt(a);this.iframe.setAttribute("height",b+"px")},this._onNavigateToMessage=function(a){document.location.href=a},this.onMessage=function(a,b){a in this.messageHandlers||(this.messageHandlers[a]=[]),this.messageHandlers[a].push(b)},this.sendMessage=function(a,b){this.el.getElementsByTagName("iframe")[0].contentWindow.postMessage(e(this.id,a,b),"*")},this.sendWidth=function(){var a=this.el.offsetWidth.toString();this.sendMessage("width",a)};for(var g in c)this.settings[g]=c[g];return this.onMessage("height",this._onHeightMessage),this.onMessage("navigateTo",this._onNavigateToMessage),window.addEventListener("message",this._processMessage,!1),this._constructIframe(),this},b.Child=function(b){this.parentWidth=null,this.id=null,this.parentUrl=null,this.settings={renderCallback:null,xdomain:"*",polling:0},this.messageRegex=null,this.messageHandlers={},b=b||{},this.onMessage=function(a,b){a in this.messageHandlers||(this.messageHandlers[a]=[]),this.messageHandlers[a].push(b)},this._fire=function(a,b){if(a in this.messageHandlers)for(var c=0;c<this.messageHandlers[a].length;c++)this.messageHandlers[a][c].call(this,b)},this._processMessage=function(a){if(d(a,this.settings)&&"string"==typeof a.data){var b=a.data.match(this.messageRegex);if(b&&3===b.length){var c=b[1],e=b[2];this._fire(c,e)}}}.bind(this),this._onWidthMessage=function(a){var b=parseInt(a);b!==this.parentWidth&&(this.parentWidth=b,this.settings.renderCallback&&this.settings.renderCallback(b),this.sendHeight())},this.sendMessage=function(a,b){window.parent.postMessage(e(this.id,a,b),"*")},this.sendHeight=function(){var a=document.getElementsByTagName("body")[0].offsetHeight.toString();this.sendMessage("height",a)}.bind(this),this.scrollParentTo=function(a){this.sendMessage("navigateTo","#"+a)},this.navigateParentTo=function(a){this.sendMessage("navigateTo",a)},this.id=c("childId")||b.id,this.messageRegex=new RegExp("^pym"+a+this.id+a+"(\\S+)"+a+"(.+)$");var f=parseInt(c("initialWidth"));this.parentUrl=c("parentUrl"),this.onMessage("width",this._onWidthMessage);for(var g in b)this.settings[g]=b[g];return window.addEventListener("message",this._processMessage,!1),this.settings.renderCallback&&this.settings.renderCallback(f),this.sendHeight(),this.settings.polling&&window.setInterval(this.sendHeight,this.settings.polling),this},g(),b});
Raw
script.js
////////////////////////////////////////////////////////////
//////////////////////// Set-up ////////////////////////////
////////////////////////////////////////////////////////////
//Quick fix for resizing some things for mobile-ish viewers
var mobileScreen = ($( window ).innerWidth() < 500 ? true : false);
//Scatterplot
var margin = {left: 30, top: 20, right: 20, bottom: 20},
width = Math.min($("#chart").width(), 800) - margin.left - margin.right,
height = width*2/3
maxDistanceFromPoint = 50;
var svg = d3.select("svg")
.attr("width", (width + margin.left + margin.right))
.attr("height", (height + margin.top + margin.bottom));
var wrapper = svg.append("g").attr("class", "chordWrapper")
.attr("transform", "translate(" + margin.left + "," + margin.top + ")");
//////////////////////////////////////////////////////
///////////// Initialize Axes & Scales ///////////////
//////////////////////////////////////////////////////
var opacityCircles = 0.7;
//Set the color for each region
var color = d3.scale.ordinal()
.range(["#EFB605", "#E58903", "#E01A25", "#C20049", "#991C71", "#66489F", "#2074A0", "#10A66E", "#7EB852"])
.domain(["Africa | North & East", "Africa | South & West", "America | North & Central", "America | South",
"Asia | East & Central", "Asia | South & West", "Europe | North & West", "Europe | South & East", "Oceania"]);
//Set the new x axis range
var xScale = d3.scale.log()
.range([0, width])
.domain([100,2e5]); //I prefer this exact scale over the true range and then using "nice"
//.domain(d3.extent(countries, function(d) { return d.GDP_perCapita; }))
//.nice();
//Set new x-axis
var xAxis = d3.svg.axis()
.orient("bottom")
.ticks(2)
.tickFormat(function (d) { //Difficult function to create better ticks
return xScale.tickFormat((mobileScreen ? 4 : 8),function(d) {
var prefix = d3.formatPrefix(d);
return "$" + prefix.scale(d) + prefix.symbol;
})(d);
})
.scale(xScale);
//Append the x-axis
wrapper.append("g")
.attr("class", "x axis")
.attr("transform", "translate(" + 0 + "," + height + ")")
.call(xAxis);
//Set the new y axis range
var yScale = d3.scale.linear()
.range([height,0])
.domain(d3.extent(countries, function(d) { return d.lifeExpectancy; }))
.nice();
var yAxis = d3.svg.axis()
.orient("left")
.ticks(6) //Set rough # of ticks
.scale(yScale);
//Append the y-axis
wrapper.append("g")
.attr("class", "y axis")
.attr("transform", "translate(" + 0 + "," + 0 + ")")
.call(yAxis);
//Scale for the bubble size
var rScale = d3.scale.sqrt()
.range([mobileScreen ? 1 : 2, mobileScreen ? 10 : 16])
.domain(d3.extent(countries, function(d) { return d.GDP; }));
////////////////////////////////////////////////////////////
/////////////////// Scatterplot Circles ////////////////////
////////////////////////////////////////////////////////////
//Initiate a group element for the circles
var circleGroup = wrapper.append("g")
.attr("class", "circleWrapper");
//Place the country circles
circleGroup.selectAll("countries")
.data(countries.sort(function(a,b) { return b.GDP > a.GDP; })) //Sort so the biggest circles are below
.enter().append("circle")
.attr("class", function(d,i) { return "countries " + d.CountryCode; })
.style("opacity", opacityCircles)
.style("fill", function(d) {return color(d.Region);})
.attr("cx", function(d) {return xScale(d.GDP_perCapita);})
.attr("cy", function(d) {return yScale(d.lifeExpectancy);})
.attr("r", function(d) {return rScale(d.GDP);});
////////////////////////////////////////////////////////////
///////////////// distance-limited Voronoï /////////////////
////////////////////////////////////////////////////////////
//Initiate the voronoi function
//Use the same variables of the data in the .x and .y as used in the cx and cy of the circle call
//The clip extent will make the boundaries end nicely along the chart area instead of splitting up the entire SVG
//(if you do not do this it would mean that you already see a tooltip when your mouse is still in the axis area, which is confusing)
var xAccessor = function(d) { return xScale(d.GDP_perCapita); };
var yAccessor = function(d) { return yScale(d.lifeExpectancy); };
var limitedVoronoi = d3.distanceLimitedVoronoi()
.x(xAccessor)
.y(yAccessor)
.limit(50)
.clipExtent([[0, 0], [width, height]]);
var limitedVoronoiCells = limitedVoronoi(countries);
//Initiate a group element to place the voronoi diagram in
var limitedVoronoiGroup = wrapper.append("g")
.attr("class", "voronoiWrapper");
//Create the distance-limited Voronoi diagram
limitedVoronoiGroup.selectAll("path")
.data(limitedVoronoiCells) //Use vononoi() with your dataset inside
.enter().append("path")
//.attr("d", function(d, i) { return "M" + d.join("L") + "Z"; })
.attr("d", function(d, i) { return d.path; })
.datum(function(d, i) { return d.point; })
//Give each cell a unique class where the unique part corresponds to the circle classes
.attr("class", function(d,i) { return "voronoi " + d.CountryCode; })
.style("stroke", "lightblue") //I use this to look at how the cells are dispersed as a check
.style("fill", "none")
.style("pointer-events", "all")
.on("mouseenter", showTooltip)
.on("mouseout", removeTooltip);
//////////////////////////////////////////////////////
///////////////// Initialize Labels //////////////////
//////////////////////////////////////////////////////
//Set up X axis label
wrapper.append("g")
.append("text")
.attr("class", "x title")
.attr("text-anchor", "end")
.style("font-size", (mobileScreen ? 8 : 12) + "px")
.attr("transform", "translate(" + width + "," + (height - 10) + ")")
.text("GDP per capita [US $] - Note the logarithmic scale");
//Set up y axis label
wrapper.append("g")
.append("text")
.attr("class", "y title")
.attr("text-anchor", "end")
.style("font-size", (mobileScreen ? 8 : 12) + "px")
.attr("transform", "translate(18, 0) rotate(-90)")
.text("Life expectancy");
///////////////////////////////////////////////////////////////////////////
///////////////////////// Create the Legend////////////////////////////////
///////////////////////////////////////////////////////////////////////////
if (!mobileScreen) {
//Legend
var legendMargin = {left: 5, top: 10, right: 5, bottom: 10},
legendWidth = 160,
legendHeight = 270;
var svgLegend = d3.select("#legend").append("svg")
.attr("width", (legendWidth + legendMargin.left + legendMargin.right))
.attr("height", (legendHeight + legendMargin.top + legendMargin.bottom));
var legendWrapper = svgLegend.append("g").attr("class", "legendWrapper")
.attr("transform", "translate(" + legendMargin.left + "," + legendMargin.top +")");
var rectSize = 16, //dimensions of the colored square
rowHeight = 22, //height of a row in the legend
maxWidth = 125; //widht of each row
//Create container per rect/text pair
var legend = legendWrapper.selectAll('.legendSquare')
.data(color.range())
.enter().append('g')
.attr('class', 'legendSquare')
.attr("transform", function(d,i) { return "translate(" + 0 + "," + (i * rowHeight) + ")"; });
//Append small squares to Legend
legend.append('rect')
.attr('width', rectSize)
.attr('height', rectSize)
.style('fill', function(d) {return d;});
//Append text to Legend
legend.append('text')
.attr('transform', 'translate(' + 25 + ',' + (rectSize/2) + ')')
.attr("class", "legendText")
.style("font-size", "11px")
.attr("dy", ".35em")
.text(function(d,i) { return color.domain()[i]; });
}//if !mobileScreen
else {
d3.select("#legend").style("display","none");
}
//Show the tooltip on the hovered over circle
function showTooltip(d) {
//Save the circle element (so not the voronoi which is triggering the hover event)
//in a variable by using the unique class of the voronoi (CountryCode)
var element = d3.selectAll(".countries."+d.CountryCode);
//skip tooltip creation if already defined
existingTooltip = $(".popover");
if (existingTooltip !== null
&& existingTooltip.length >0
&& existingTooltip.text()===d.Country) {
return;
}
//Define and show the tooltip using bootstrap popover
//But you can use whatever you prefer
$(element).popover({
placement: 'auto top', //place the tooltip above the item
container: '#chart', //the name (class or id) of the container
trigger: 'manual',
html : true,
content: function() { //the html content to show inside the tooltip
return "<span style='font-size: 11px; text-align: center;'>" + d.Country + "</span>"; }
});
$(element).popover('show');
//Make chosen circle more visible
element.style("opacity", 1);
}//function showTooltip
//Hide the tooltip when the mouse moves away
function removeTooltip(d) {
//Save the circle element (so not the voronoi which is triggering the hover event)
//in a variable by using the unique class of the voronoi (CountryCode)
var element = d3.selectAll(".countries."+d.CountryCode);
//Hide the tooltip
$('.popover').each(function() {
$(this).remove();
});
//Fade out the bright circle again
element.style("opacity", opacityCircles);
}//function removeTooltip
//iFrame handler
//iFrame handler
var pymChild = new pym.Child();
pymChild.sendHeight()
setTimeout(function() { pymChild.sendHeight(); },5000);
Raw
worldbank.js
var countries = [
{
"Country": "Afghanistan",
"CountryCode": "AFG",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 15936784437.22,
"GDP_perCapita": 561.2,
"lifeExpectancy": 59.60009756
},
{
"Country": "Albania",
"CountryCode": "ALB",
"Region": "Europe | South & East",
"Continent": "Europe",
"GDP": 11926957254.63,
"GDP_perCapita": 4094.36,
"lifeExpectancy": 76.9785122
},
{
"Country": "Algeria",
"CountryCode": "DZA",
"Region": "Africa | North & East",
"Continent": "Africa",
"GDP": 161207304960.46,
"GDP_perCapita": 4349.57,
"lifeExpectancy": 70.61660976
},
{
"Country": "Angola",
"CountryCode": "AGO",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 82470894868.33,
"GDP_perCapita": 4218.65,
"lifeExpectancy": 50.65417073
},
{
"Country": "Antigua and Barbuda",
"CountryCode": "ATG",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 1135539037.04,
"GDP_perCapita": 13017.31,
"lifeExpectancy": 75.33390244
},
{
"Country": "Argentina",
"CountryCode": "ARG",
"Region": "America | South",
"Continent": "Americas",
"GDP": 462703793707.19,
"GDP_perCapita": 11460.38,
"lifeExpectancy": 75.66356098
},
{
"Country": "Armenia",
"CountryCode": "ARM",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 9260287416.06,
"GDP_perCapita": 3124.78,
"lifeExpectancy": 74.21965854
},
{
"Country": "Aruba",
"CountryCode": "ABW",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 2467703910.61,
"GDP_perCapita": 24289.14,
"lifeExpectancy": 74.95202439
},
{
"Country": "Australia",
"CountryCode": "AUS",
"Region": "Oceania",
"Continent": "Oceania",
"GDP": 1141267760188.09,
"GDP_perCapita": 51800.93,
"lifeExpectancy": 81.69512195
},
{
"Country": "Austria",
"CountryCode": "AUT",
"Region": "Europe | North & West",
"Continent": "Europe",
"GDP": 389656071767.18,
"GDP_perCapita": 46590.61,
"lifeExpectancy": 80.5804878
},
{
"Country": "Azerbaijan",
"CountryCode": "AZE",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 52902703376.11,
"GDP_perCapita": 5842.81,
"lifeExpectancy": 70.45029268
},
{
"Country": "Bahamas, The",
"CountryCode": "BHS",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 7.91e+09,
"GDP_perCapita": 21941.87,
"lifeExpectancy": 74.59239024
},
{
"Country": "Bahrain",
"CountryCode": "BHR",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 25713544824.94,
"GDP_perCapita": 20545.97,
"lifeExpectancy": 76.26485366
},
{
"Country": "Bangladesh",
"CountryCode": "BGD",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 115279077465.23,
"GDP_perCapita": 762.8,
"lifeExpectancy": 69.48580488
},
{
"Country": "Barbados",
"CountryCode": "BRB",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 4433700000,
"GDP_perCapita": 15812.28,
"lifeExpectancy": 74.80178049
},
{
"Country": "Belarus",
"CountryCode": "BLR",
"Region": "Europe | South & East",
"Continent": "Europe",
"GDP": 55220932613.96,
"GDP_perCapita": 5818.85,
"lifeExpectancy": 70.40487805
},
{
"Country": "Belgium",
"CountryCode": "BEL",
"Region": "Europe | North & West",
"Continent": "Europe",
"GDP": 484404271608.09,
"GDP_perCapita": 44358.26,
"lifeExpectancy": 80.23414634
},
{
"Country": "Belize",
"CountryCode": "BLZ",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 1397113450,
"GDP_perCapita": 4527.34,
"lifeExpectancy": 73.2704878
},
{
"Country": "Benin",
"CountryCode": "BEN",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 6561782312.62,
"GDP_perCapita": 690,
"lifeExpectancy": 58.74668293
},
{
"Country": "Bermuda",
"CountryCode": "BMU",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 5744414000,
"GDP_perCapita": 88207.33,
"lifeExpectancy": 79.28853659
},
{
"Country": "Bhutan",
"CountryCode": "BTN",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 1585396256.12,
"GDP_perCapita": 2211.34,
"lifeExpectancy": 67.00468293
},
{
"Country": "Bolivia",
"CountryCode": "BOL",
"Region": "America | South",
"Continent": "Americas",
"GDP": 19649631308.16,
"GDP_perCapita": 1934.67,
"lifeExpectancy": 66.31970732
},
{
"Country": "Bosnia and Herzegovina",
"CountryCode": "BIH",
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];
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