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kerryrodden/.block

Last active Feb 20, 2019
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Dynamic labeling over time
license: mit

This is an adaptation of the motion chart in Mike Bostock's The Wealth and Health of Nations that dynamically adds text labels for countries that have interesting-looking movements. As in the original, you can either just watch the animation, or move your mouse over the year to go back or forward in time.

The idea is that a dot with a dramatic movement should automatically get a label, so that the user does not need to interact in order to find out which country it represents. To figure this out, I preprocess the data to measure the amount of movement of each country in a time window, and show labels for the countries whose movement is above a certain threshold (capping at a maximum of 5 labels visible at a time, with larger dots getting priority).

I used updated data (to 2015) from the original source, Gapminder, and chose to start the animation later (in 1865 instead of 1800) because not much happens in the earliest years.

var startYear = 1865;
var numYears = 151;
var maxLabels = 5;
var margin = { top: 20, left: 30, bottom: 40, right: 20 };
var width = 960 - margin.left - margin.right;
var height = 500 - margin.top - margin.bottom;
// Scales to help us map the input data to screen coordinates.
var x = d3.scaleLog().base(2).domain([100, 128000]).range([0, width]);
var y = d3.scaleLinear().domain([0, 90]).range([height, 0]);
var r = d3.scaleSqrt().domain([0, 5e8]).range([1, 50]);
var t = d3.scaleSqrt().domain([0, 5e8]).rangeRound([11, 48]).clamp(true);
var c = d3.scaleOrdinal(d3.schemeCategory10);
var o = d3.scaleLinear().domain([0, 250]).range([0.25, 0.9]).clamp(true);
// Helper functions to map the data onto the visualization.
function xPosition(d) {
return x(d.income);
}
function yPosition(d) {
return y(d.lifeExpectancy);
}
function radius(d) {
return r(d.population);
}
function textSize(d) {
return t(d.population);
}
function color(d) {
return c(d.region);
}
function opacity(d) {
return o(d.interest);
}
// Calculate how far a country's bubble will move on the screen during the given time
// window before and after the current year.
function movementInTimeWindow(country, index, window) {
var startIndex = Math.max(0, index - window);
var endIndex = Math.min(numYears - 1, index + window + 1);
var totalMovement = 0;
for (var i = startIndex; i < endIndex; i++) {
var xDiff = x(country.income[i + 1]) - x(country.income[i]);
var yDiff = y(country.lifeExpectancy[i + 1]) - y(country.lifeExpectancy[i]);
var movement = Math.sqrt(xDiff * xDiff + yDiff * yDiff);
totalMovement += movement;
}
return totalMovement;
}
// Maximum of the total movement, in a window of 3 years before and after the current
// year (to avoid having the labels flash on and off too quickly).
function maxMovement(country, index) {
var window = 3;
var maxMovement = 0.0;
for (var i = index - window; i < index + window + 1; i++) {
var movement = movementInTimeWindow(country, i, window);
if (movement > maxMovement) maxMovement = movement;
}
return maxMovement;
}
// Use the precalculated value for "interest" to decide whether to show a label
// for this country and year. Thresholds set by trial and error.
function showLabel(d) {
return d.interest > 250 && radius(d) >= 1.7;
}
// Defines a sort order so that the smallest dots are drawn last (on top).
function radiusDescending(a, b) {
return d3.descending(radius(a), radius(b));
}
// Create an SVG element so we can add circles and labels inside it.
var svg = d3.select("#chart").append("svg")
.attr("width", width + margin.left + margin.right)
.attr("height", height + margin.top + margin.bottom);
var g = svg.append("g")
.attr("transform", "translate(" + margin.left + "," + margin.top + ")");
// x axis and label.
g.append("g")
.attr("class", "axis")
.attr("transform", "translate(0," + height + ")")
.call(d3.axisBottom(x).ticks(10).tickFormat(d3.format(".0s")))
.append("text")
.attr("x", width)
.attr("y", -6)
.attr("text-anchor", "end")
.attr("fill", "black")
.text("income per capita, inflation-adjusted (dollars)");
// y axis and label.
g.append("g")
.attr("class", "axis")
.call(d3.axisLeft(y))
.append("text")
.attr("transform", "rotate(-90)")
.attr("y", 6)
.attr("dy", "0.71em")
.attr("text-anchor", "end")
.attr("fill", "black")
.text("life expectancy (years)");
// Groups for the circles and labels (with labels on top)
g.append("g")
.attr("id", "circles");
g.append("g")
.attr("id", "labels");
// Add the year label and initialize with the starting year.
var yearLabel = g.append("text")
.attr("id", "year")
.attr("text-anchor", "end")
.attr("y", height - 36)
.attr("x", width)
.text(startYear);
// Add an overlay so we can make the year interactive.
var box = yearLabel.node().getBBox();
var overlay = g.append("rect")
.attr("id", "overlay")
.attr("x", box.x)
.attr("y", box.y)
.attr("width", box.width)
.attr("height", box.height)
.on("mouseover", function() {
yearLabel.classed("active", true);
})
.on("mouseout", function() {
yearLabel.classed("active", false);
});
var yearScale = d3.scaleLinear()
.domain([0, numYears - 1])
.range([box.x + 10, box.x + box.width - 10])
.clamp(true);
d3.json("nations1865-2015.json", function(countries) {
// Original JSON is organized by country and then year to help it be
// more compact, but for visualization we want it by year first.
var data = [];
countries.forEach(function(country) {
for (var i = 0; i < numYears; i++) {
var year = startYear + i;
data[i] = data[i] || { year: year, countries: [] };
data[i].countries.push({
name: country.name,
region: country.region,
year: year,
income: country.income[i],
lifeExpectancy: country.lifeExpectancy[i],
population: country.population[i],
interest: maxMovement(country, i, numYears)
});
}
});
// Iterate through the years in the data set, changing the display
// for each year. Pause before moving to the next year.
var yearIndex = 0;
var yearInterval = 800;
var transitionDuration = yearInterval - 300;
var interval = d3.interval(function() {
displayYear(data[yearIndex], transitionDuration);
if (yearIndex++ >= numYears - 1) interval.stop();
}, yearInterval);
// Make the year display interactive, so the user can mouse over it to change it.
function mousemove() {
var yearIndex = Math.round(yearScale.invert(d3.mouse(g.node())[0]));
if (data[yearIndex]) {
interval.stop();
displayYear(data[yearIndex], 0);
}
}
d3.select("#overlay")
.on("mousemove", mousemove)
.on("touchmove", mousemove);
});
// Updates the display to show the specified year's data.
function displayYear(yearData, transitionDuration) {
var currentYear = yearData.year;
var currentYearData = yearData.countries.sort(radiusDescending);
// Find which countries meet the threshold of interest and show the largest N.
var labelData = currentYearData.filter(showLabel).slice(0, maxLabels);
// Function to determine whether a particular country has a label in this year.
var hasLabel = function(d) {
return (labelData.some(function(country) {
return country.name === d.name;
}));
};
// Transition for moving circles and labels.
var movementTransition = d3.transition()
.duration(transitionDuration)
.ease(d3.easeLinear);
// Transition for appearing circles and labels (shorter than for moving).
var appearTransition = d3.transition()
.duration(Math.min(200, transitionDuration / 2))
.ease(d3.easeLinear);
drawCircles(currentYearData, hasLabel, movementTransition, appearTransition);
drawLabels(labelData, movementTransition, appearTransition);
yearLabel.text(currentYear);
}
// Draw circles and labels corresponding to the given year.
function drawCircles(currentYearData, hasLabel, movementTransition, appearTransition) {
// Data join for circles. (No exit because we keep the same countries all the time).
var circle = d3.select("#circles").selectAll(".country")
.data(currentYearData, function(d) { return d.name; });
// Update: transition size, position, opacity, and stroke of all circles.
circle
.transition(movementTransition)
.attr("stroke", function(d) {
return hasLabel(d) ? "black" : null;
})
.attr("fill-opacity", opacity)
.attr("cx", xPosition)
.attr("cy", yPosition)
.attr("r", radius);
// Enter: what to do with new circles at the beginning of the animation.
var circleEnter = circle.enter()
.append("circle")
.attr("class", "country")
.attr("fill", color)
.attr("cx", xPosition)
.attr("cy", yPosition);
// Add a tooltip to each circle.
circleEnter
.append("title")
.text(function(d) { return d.name; });
// Make sure the entered circles are in the original data order.
circle.order();
// Now make them visible with a short transition.
circleEnter
.transition(appearTransition)
.attr("stroke", function(d) {
return hasLabel(d) ? "black" : null;
})
.attr("fill-opacity", opacity)
.attr("r", radius)
}
function labelTransform(d) {
return "translate(" + (xPosition(d) - radius(d)) + "," +
(yPosition(d) - radius(d)) + ")";
}
// Draw labels for selected circles: a main label plus a white outline.
function drawLabels(labelData, movementTransition, appearTransition) {
var label = d3.select("#labels").selectAll(".label")
.data(labelData, function(d) { return d.name; });
// Exit: remove labels for countries that no longer need them.
label.exit()
.transition(appearTransition)
.style("fill-opacity", 0)
.style("stroke-opacity", 0)
.remove();
// Update: change the size and position of existing labels.
label
.transition(movementTransition)
.style("font-size", textSize)
.attr("transform", labelTransform);
// Enter: add new labels and set up their basic appearance. Set their
// opacity to 0 so that we can make them visible with a transition.
var labelEnter = label.enter()
.append("g")
.attr("class", "label")
.attr("transform", labelTransform)
.style("font-size", textSize)
.style("fill-opacity", 0)
.style("stroke-opacity", 0);
// Add the white outline
labelEnter.append("text")
.text(function(d) { return d.name; })
.attr("class", "outline")
.attr("dx", "-5px")
.attr("dy", "0.35em")
.attr("text-anchor", "end");
// Add the label itself
labelEnter.append("text")
.text(function(d) { return d.name; })
.attr("dx", "-5px")
.attr("dy", "0.35em")
.attr("text-anchor", "end");
// Make sure the labels are in data order
label.order();
// Now use a transition to make the entered labels visible.
labelEnter
.transition(appearTransition)
.style("fill-opacity", 1)
.style("stroke-opacity", 1);
};
<!DOCTYPE html>
<meta charset="utf-8">
<script src="https://d3js.org/d3.v4.js"></script>
<link href="https://fonts.googleapis.com/css?family=Nunito:400,600" rel="stylesheet">
<style>
text {
font-family: Nunito, sans-serif;
}
circle {
stroke-width: 2;
}
.outline {
stroke: white;
stroke-width: 2.5px;
}
.label {
pointer-events: none;
}
.axis text {
font-size: 14px;
}
#chart {
margin: 10px;
}
#year {
fill: #ddd;
font-family: Nunito, sans-serif;
font-size: 140px;
font-weight: 600;
}
#year.active {
fill: #aaa;
}
#overlay {
fill: none;
pointer-events: all;
cursor: ew-resize;
}
</style>
<div id="chart"></div>
<script src="countries.js"></script>
[{"name":"Afghanistan","region":"South Asia","income":[704,707,709,711,714,716,719,721,724,726,729,731,734,736,739,741,744,746,749,751,754,756,759,761,764,767,769,772,774,777,780,782,785,788,790,793,796,798,801,804,807,809,812,815,818,820,823,826,829,833,837,841,845,849,853,857,862,868,874,879,885,890,896,902,908,913,919,925,931,937,943,949,955,961,967,973,979,985,991,997,1004,1010,1016,1022,1029,1035,1050,1069,1116,1122,1125,1155,1134,1176,1187,1206,1192,1188,1185,1182,1182,1168,1173,1187,1178,1174,1092,1046,1137,1170,1201,1231,1119,1179,1155,1158,1284,1402,1454,1429,1384,1486,1230,1113,1087,1028,1022,941,810,725,872,895,921,947,972,962,862,1053,1097,1067,1146,1173,1298,1311,1548,1637,1695,1893,1884,1877,1925],"lifeExpectancy":[27.5,27.5,27.5,27.5,27.5,27.5,27.5,27.5,27.5,27.5,27.4,27.4,27.4,27.4,27.4,27.4,27.4,27.4,27.4,27.4,27.3,27.3,27.3,27.3,27.3,27.3,27.3,27.3,27.3,27.2,27.2,27.2,27.2,27.2,27.2,27.2,27.2,27.2,27.2,27.1,27.1,27.1,27.1,27.1,27.1,27.1,27.1,27.1,27.1,27,27,27,27,7,27,27,27.1,27.2,27.3,27.4,27.4,27.5,27.6,27.7,27.8,27.9,28,28.1,28.2,28.3,28.4,28.5,28.6,28.6,28.7,28.8,28.9,29,29.1,29.2,29.3,29.4,29.5,29.6,29.7,29.8,30.1,30.7,31.4,32,32.6,33.2,33.8,34.4,35.1,35.7,36.3,36.9,37.5,38.2,38.8,39.4,40,40.6,41.2,41.8,42.2,42.6,43,43.5,44,44.5,45,44.3,43.5,43.5,44.3,44.2,43,41.3,42.8,43.5,45.2,46.9,50.2,50.3,50.2,50.4,50.5,50.1,50.4,50.6,50.7,50,50.8,51,51.1,51.6,52.1,52.5,52.9,53.2,53.6,54,54.5,54.8,55.2,55.5,56.2,56.9,57.6],"population":[4071829,4091401,4110973,4130546,4150118,4169690,4194691,4219691,4244692,4269692,4294693,4319693,4344694,4369694,4394695,4419695,4448743,4477790,4506838,4535885,4564933,4593981,4623028,4652076,4681123,4710171,4741278,4772385,4803492,4834599,4865706,4896813,4927920,4959027,4990134,5021241,5054258,5087275,5120293,5153310,5186327,5219344,5252361,5285379,5318396,5351413,5397653,5443893,5490133,5536373,5582614,5628854,5675094,5721334,5767574,5813814,5871923,5930033,5988142,6046252,6104361,6162470,6220580,6278689,6336799,6394908,6458825,6522743,6586660,6650577,6714495,6778412,6842329,6906246,6970164,7034081,7105885,7177688,7249492,7321296,7393100,7464903,7536707,7608511,7680314,7752118,7839426,7934798,8038312,8150037,8270024,8398309,8534913,8679848,8833127,8994793,9164945,9343772,9531555,9728645,9935358,10148841,10368600,10599790,10849510,11121097,11412821,11716896,12022514,12315553,12582954,12831361,13056499,13222547,13283279,13211412,12996923,12667001,12279095,11912510,11630498,11438949,11337932,11375768,11608351,12067570,12789374,13745630,14824371,15869967,16772522,17481800,18034130,18511480,19038420,19701940,20531160,21487079,22507368,23499850,24399948,25183615,25877544,26528741,27207291,27962207,28809167,29726803,30682500,31627506,32526562]},{"name":"Albania","region":"Europe & Central 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