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<h1 class="text-white text-4xl md:text-8xl manrope-title p-3 text-center"> Leading AI</h1>
</div>
<div>
<h2 class="text-white p-3 ms-2">A data visualization project</h2>
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<h1 class="text-white break-wrap" style="max-width: 50vw;">
Written by M.Ranzetti, A. Silvestre de Sacy, Q. Esteban
</h1>
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</div>
</div>
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<div id="firstIntroText" class="text-center text-2xl container place-self-center">This project is based on <span class="cursor-pointer underline" onclick="window.open('https://www.kaggle.com/datasets/katerynameleshenko/ai-index')">Kaggle data</span> by Kateryna Meleshenko, originally provided by
<span class="cursor-pointer underline" onclick="window.open('https://www.tortoisemedia.com/intelligence/global-ai/')">Tortoise Media</span> </div>
<h2 class="text-justify py-8 container place-self-center">
In past years, we have witnessed an unprecedented boom in the A.I sector. Some may think it is a buzzword, others see it as the way forward for society.
Regardless, the impact of A.I on our society is undeniable. This project aims to visualize the leading nations in the A.I sector compare to each other.
Although strong leaders emerge, we can turn our eyes to the future and imagine who the next important players will be.
</h2>
<h2 class="my-8 container place-self-center">
To calculate a score for each nation, 7 different indicators are used. These indicators are:
<ul class="list-inside mt-8 text-2xl">
<li class="my-8 leading-loose" data-aos="zoom-out-left"><span class="rounded-lg p-1 border-4 indicator1">Talent</span> availability of skilled practitioners for the provision of artificial intelligence solutions</li>
<li class="my-8 leading-loose" data-aos="zoom-out-left"><span class="rounded-lg p-1 border-4 indicator2">Infrastructure</span> reliability and scale of access infrastructure, from electricity and internet, to super computing capabilities</li>
<li class="my-8 leading-loose" data-aos="zoom-out-left"><span class="rounded-lg p-1 border-4 indicator3">Operating Environment</span> regulatory context, and public opinion surrounding artificial intelligence</li>
<li class="my-8 leading-loose" data-aos="zoom-out-left"><span class="rounded-lg p-1 border-4 indicator4">Research</span> extent of specialist research and researchers; investigating the amount of publications and citations in credible academic journals</li>
<li class="my-8 leading-loose" data-aos="zoom-out-left"><span class="rounded-lg p-1 border-4 indicator5">Development</span> capacities for development of fundamental platforms and algorithms upon which innovative artificial intelligence projects rely</li>
<li class="my-8 leading-loose" data-aos="zoom-out-left"><span class="rounded-lg p-1 border-4 indicator6">Government Strategy</span> depth of commitment from national government to artificial intelligence; investigating spending commitments and national strategies</li>
<li class="my-8 leading-loose" data-aos="zoom-out-left"><span class="rounded-lg p-1 border-4 indicator7">Commercial</span> level of startup activity, investment and business initiatives based on artificial intelligence</li>
</ul>
</h2>
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<h1 class="text-8xl manrope-title glower text-center">But why AI?</h1>
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<div id="headline1" class="flex w-full justify-center mt-4" data-aos="zoom-out-right">
<img src="/static/headlines/1.png" class="w-25 rounded-lg cursor-pointer" alt="" onclick="window.open('https://www.forbes.com/sites/siladityaray/2024/05/08/biden-will-announce-microsofts-33-billion-ai-datacenter-in-wisconsin-today-on-same-site-as-trumps-failed-foxconn-factory/', '_blank');">
</div>
<div class="text-2xl text-white text-center font-bold my-4 place-self-center">The potential of A.I is vast. It can be used to solve some of the most pressing issues of our time, from climate change to healthcare. Investments have skyrocketed in the past few years, all big tech companies have announced some form of AI project.</div>
<div></div>
<div></div>
<div class="text-2xl text-white text-center font-bold my-4 place-self-center">However, with the unprecedented (and still not fully known) abilities granted by AI, profound ethical questions are being raised by a multitude of voices.</div>
<div id="headline2" class="flex w-full justify-center mt-4" data-aos="zoom-out-left">
<img src="/static/headlines/2.png" class="w-25 rounded-lg cursor-pointer" alt="" onclick="window.open('https://www.aljazeera.com/news/2024/3/1/could-ai-exacerbate-inequalities-in-our-world-today', '_blank');">
</div>
<div id="headline3" class="flex w-full justify-center mt-4" data-aos="zoom-out-right">
<img src="/static/headlines/3.png" class="w-25 rounded-lg cursor-pointer" alt="" onclick="window.open('https://www.aljazeera.com/news/2024/3/1/could-ai-exacerbate-inequalities-in-our-world-today', '_blank');">
</div>
<div class="text-2xl text-white text-center font-bold my-4 place-self-center"> It is clear that nations that are able to harness the power of A.I will have a significant strategic advantage in the future. Are we to expect an AI monopoly from a lucky few nations? Is the divide already set?
</div>
<div></div>
<div></div>
<div class="text-2xl text-white text-center font-bold my-4 place-self-center">AI is already here (and here to stay). We can already see geographic inequalities appearing.</div>
<div id="headline4" class="flex w-full justify-center mt-4" data-aos="zoom-out-left">
<img src="/static/headlines/4.png" class="w-25 rounded-lg cursor-pointer" alt="" onclick="window.open('https://www.aljazeera.com/news/2024/3/1/could-ai-exacerbate-inequalities-in-our-world-today', '_blank');">
</div>
<div id="headline5" class="flex w-full justify-center mt-4" data-aos="zoom-out-right">
<img src="/static/headlines/5.png" class="w-25 rounded-lg cursor-pointer" alt="" onclick="window.open('https://www.aljazeera.com/news/2024/3/1/could-ai-exacerbate-inequalities-in-our-world-today', '_blank');">
</div>
<div class="text-2xl text-white text-center font-bold my-4 place-self-center">How can we ensure that A.I is used for the betterment of society? How can we ensure that the benefits of A.I are shared equally among all nations?
<h1 class=" mt-4 text-2xl manrope-title text-black text-center">In this project, we provide a tool to visualize disparities in the AI sector to help decision makers and interested parties make more informed decisions in the near future</h1>
</div>
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">Scroll to start Data visualization</h1>
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Interactive Map
</div>
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<h2 class="place-self-center text-center text-sm lg:text-2xl" style="
font-family: 'Manrope', sans-serif;
font-weight: 800;
font-style: normal;
">To visualize the dataset further, we have built an interactive map with which you can explore the A.I. index.</h2>
<div class="button bg-blue-500 hover:bg-blue-700 text-white font-bold py-2 px-4 rounded-full place-self-center my-4 cursor-pointer" onclick="window.open('/map')">Open in new tab <i class="bi bi-arrow-right"></i></div>
<div class="button bg-orange-500 hover:bg-orange-700 text-white font-bold py-2 px-4 rounded-full place-self-center my-4 cursor-pointer" onclick="document.getElementById('map').scrollIntoView({behavior:'smooth', block:'start'})">Explore the map <i class="bi bi-arrow-down"></i></div>
<div id="credits" class="flex flex-col place-self-center text-center ibm-plex-sans-regular text-sm md:text-xl lg:text-2xl">
<h2 class="font-bold text-sm md:text-xl lg:text-2xl my-2">Attributions & Credits</h2>
<a href="https://www.flaticon.com/free-icons/technology" title="technology icons">Favicon: Technology icons created by Freepik - Flaticon</a>
<a href="https://www.kaggle.com/datasets/zgrcemta/world-gdpgdp-gdp-per-capita-and-annual-growths" title="technology icons">GDP Dataset by OZGUR CEM TAS from Kaggle.com</a>
<div>This project is based on <span class="cursor-pointer underline" onclick="window.open('https://www.kaggle.com/datasets/katerynameleshenko/ai-index')">Kaggle data</span> by Kateryna Meleshenko, originally provided by
<span class="cursor-pointer underline" onclick="window.open('https://www.tortoisemedia.com/intelligence/global-ai/')">Tortoise Media</span> </div>
</div>
</div>
<div class="full-screen" id="map">
<iframe src="/map" class="w-4/5 h-4/5" style="border: 0; width: 100vw; height: 100dvh;"></iframe>
</div>
<script>
// init ScrollMagic Controller
let controller;
let wHeight = window.innerHeight;
let wWidth = window.innerWidth;
// Disable AOS on mobile devices
if(window.innerWidth < 768) {
// remove all data-aos attributes
let elements = document.querySelectorAll("[data-aos]");
elements.forEach(function(element) {
element.removeAttribute("data-aos");
});
} else {
AOS.init();
}
let currentGraphScene = -1 ;
// list of graphs to be displayed
const graphScenes = [top15Chart, gdpBubbleChart]
function initPage() {
// if the controller is not null, destroy scenes
if (controller) {
controller.destroy(true);
}
console.log("calculating page scenes...");
// create a new controller
controller = new ScrollMagic.Controller();
// Create first scene
new ScrollMagic.Scene({
triggerElement: "#scene-0",
duration: wHeight ,
triggerHook: 0,
reverse: true
})
.setPin("#particles")
.addTo(controller);
// get the y coordinate difference between the top of pinnedContent0 and IntroText, then add it to the height of pinnedContent0
let pinnedContent0Offset = $("#pinnedContent0").offset().top + ($("#pinnedContent0").height() * 1.3);
let introTextOffset = $("#introText").offset().top;
let durationTitle = introTextOffset - pinnedContent0Offset;
// Pin each headline
new ScrollMagic.Scene({
triggerElement: "#scene-1",
duration: wHeight * 1.1,
triggerHook: 0,
reverse: true
})
.setPin("#scene-1")
.addTo(controller);
// pin butWhy for the whole height of headlines
let headlinesHeight = $("#headlines").height();
new ScrollMagic.Scene({
triggerElement: "#butWhy",
duration: headlinesHeight / 2,
triggerHook: 0.3,
reverse: true
})
.setPin("#butWhy")
.addTo(controller);
// Set the top value of headlines to be after the introText section
let introTextHeight = $("#introText").height();
let introTextTop = $("#introText").offset().top;
let headlinesTop = introTextTop + introTextHeight;
$("#headlines").css("top", headlinesTop);
// set scene1 to be the same height as introText + headlines
let scene1Duration = introTextHeight + headlinesHeight - 0.7 * wHeight;
$("#scene-1").css("height", scene1Duration);
// Check to see if we are in landscape or portrait mode
let isPortrait = window.matchMedia("(orientation: portrait)").matches;
console.log("Portrait:" + isPortrait);
// add scene 2
new ScrollMagic.Scene({
triggerElement: "#graphics",
duration: wHeight * 0.7,
triggerHook: 0,
reverse: true
})
.on("progress", function (e) {
// split the progress into 2 sections
let progress = e.progress;
let section = Math.floor(progress * 2);
if (section != currentGraphScene) {
currentGraphScene = section;
let sceneFunc = graphScenes[currentGraphScene];
if (sceneFunc) {
sceneFunc();
}
console.log("Progress: " + section);
}
})
.setPin("#graphics")
.addTo(controller);
// set the top value of the interactive map to be after the ranking section
let rankingTop = $("#scene-2").offset().top + $("#scene-2").height();
//$("#scene-3").css("top", rankingTop);
}
// First init
let lastWidth = $(window).width();
let lastHeight = $(window).height();
initPage();
// Reinit on resize
$(window).resize(function() {
if ($(window).width() != lastWidth || $(window).height() != lastHeight) {
//lastWidth, lastHeight = initPage();
wHeight = window.innerHeight;
wWidth = window.innerWidth;
graphWidth = wWidth;
graphHeight = wHeight;
// if the absolute difference between the last width and the new width is greater than 200, reinit
if (Math.abs(lastWidth - $(window).width()) > 200 || Math.abs(lastHeight -$(window).height()) > 200) {
lastWidth, lastHeight = initPage();
} else {
console.log("No resize needed");
console.log("Width: " + $(window).width() + " Height: " + $(window).height() + " LastWidth: " + lastWidth + " LastHeight: " + lastHeight);
return;
}
// re-trigger the current graph scene if needed
if (currentGraphScene != null && currentGraphScene >= 0) {
let sceneFunc = graphScenes[currentGraphScene];
if (sceneFunc) {
sceneFunc();
}
}
} else {
return;
}
});
// load the json data asynchronously from /static/data-classic.json
let jsonData = null;
let gdpData = null;
let top15;
async function loadData() {
$.getJSON("/static/data-classic.json", function(data) {
jsonData = data;
console.log(jsonData);
console.log("Data loaded");
orderData();
$.getJSON("/static/gdp.json", function(data) {
gdpData = data;
});
});
}
// order the data by the total score and get the top 20 countries
function orderData() {
top15 = [];
items = Object.keys(jsonData).map(function(key) {
return [key, jsonData[key]];
});
items.sort(function(first, second) {
return second[1].TotalScore - first[1].TotalScore;
});
for (let i = 0; i < 15; i++) {
top15.push(items[i]);
}
console.log(top15);
}
loadData();
// Create a D3 js chart showing the top 20 countries
// Target: #rankingCanvas
let graphCanvas = document.getElementById("graphics");
let graphWidth = wWidth;
let graphHeight = wHeight;
let graphMargin = {top: 20, right: 50, bottom: 20, left: 50};
function top15Chart() {
// remove any children in the canvas
d3.select(graphCanvas).selectAll("*").remove();
// add a colored background to the canvas
d3.select(graphCanvas)
.style("background-color", "#eeead5");
const titleMargin = 0.1 * graphHeight;
const x = d3.scaleLinear()
.domain([0, 100])
.range([graphMargin.left, graphWidth - graphMargin.right]);
const y = d3.scaleBand()
.domain(d3.range(15))
.range([graphMargin.top, graphHeight - graphMargin.bottom - titleMargin])
.padding(0.1);
const svg = d3.select(graphCanvas)
.append("svg")
.attr("width", graphWidth)
.attr("height", graphHeight);
svg.append("g")
.selectAll()
.data(top15)
.join("rect")
.attr("x", x(0))
.attr("y", (d, i) => y(i) + titleMargin)
.attr("height", y.bandwidth())
// make rounded corners
.attr("rx", 10)
// animate the rectangle so that it grows from the left
.transition()
.duration(800)
.attr("width", d => x(d[1].TotalScore) - x(0))
svg.append("g")
.selectAll()
.data(top15)
// add a text node for each country
.join("text")
.attr("x", x(2))
.attr("y", (d, i) => y(i) + y.bandwidth() / 2 + titleMargin)
.attr("dy", "0.35em")
.text(d => {
return d[0] ;
})
.attr("fill", "white")
.attr("font-size", "3.5vh")
.attr("font-family", "Rubik Mono One")
.attr("font-weight", "400")
// animate opacity so that it fades in
.attr("opacity", 0)
.transition()
.duration(800)
.attr("opacity", 1);
// Add total score to the right of the bar
svg.append("g")
.selectAll()
.data(top15)
.join("text")
.attr("x", d => x(0))
.attr("y", (d, i) => y(i) + y.bandwidth() / 2 + titleMargin)
.attr("dy", "0.35em")
.text("0")
.attr("fill", "black")
.attr("font-size", "3.5vh")
.attr("font-family", "Rubik Mono One")
.attr("font-weight", "400")
// transition the text so that it increases until reaching the correct value
.transition()
.duration(800)
.tween("text", function(d) {
let i = d3.interpolate(0, d[1].TotalScore);
return function(t) {
// format to 2 decimal places
let rounded = i(t).toFixed(2);
if (rounded == 100) {
rounded = 100; // remove decimal places if 100
}
d3.select(this).text(rounded);
};
})
// transition the position of the text so that it moves to the right
// Use a tween so that if the target x exceeds 80% of the max we cap it and set it to white
.tween("x", function(d) {
let i = d3.interpolate(10, x(d[1].TotalScore));
return function(t) {
let newX = i(t);
if (newX > 0.7 * graphWidth) {
d3.select(this).attr("x", Math.min(Math.max( newX + 10, x(0) + 10), graphWidth - x(2))).attr("fill", "white");
} else {
d3.select(this).attr("x", Math.max( newX + 10, x(0) + 10));
}
};
})
// add a tween that sets the anchoring of the text to the end if it exceeds 80% of the width
.tween("text-anchor", function(d) {
let i = d3.interpolate(10, x(d[1].TotalScore));
return function(t) {
let newX = i(t);
if (newX > 0.7 * graphWidth) {
d3.select(this).attr("text-anchor", "end");
} else {
d3.select(this).attr("text-anchor", "start");
}
};
})
;
const title = "Top 15 Countries in A.I";
// Add a title to the chart
svg.append("g")
.append("text")
.attr("x", graphWidth / 2)
.attr("y", titleMargin / 2)
.attr("dy", "0.35em")
.text(title)
.attr("fill", "black")
.attr("font-size", "4vw")
.attr("font-family", "Rubik Mono One")
.attr("font-weight", "400")
.attr("text-anchor", "middle")
}
function gdpBubbleChart() {
/**
* Create a bubble chart: x = Total Score, y = GDP per capita, size = -, color = Region
* Target: #graphics
*/
// remove any children in the canvas
d3.select(graphCanvas).selectAll("*").remove();
let currentSelectedView = 'default';
// set the margin for the chart
const titleMargin = 0.1 * graphHeight;
// prepare data in the form [ISO 3 code, {Score, GDP, GDPPC, Region}]
const series = Object.keys(jsonData).map(function(key) {
// try to load corresponding data from gdpData
let entry;
let score = jsonData[key].TotalScore;
let gdp = 0;
let gdppc = 0;
let region = jsonData[key].Region;
let polScore = jsonData[key].GovernmentStrategy;
try {
entry = gdpData[key]
gdp = entry.GDP;
gdppc = entry.GDPPerCapita;
} catch (e) {
console.log("Error loading data for " + key);
}
console.log(key, score, gdp, gdppc, region);
return [key, {TotalScore: score, GDP: gdp, GDPPerCapita: gdppc, Region: region, PoliticalScore: polScore}];
});
console.log(series);
// set the x scale to be linear
const x = d3.scaleLinear()
.domain([0, d3.max(series, d => d[1].TotalScore) * 1.1])
.range([graphMargin.left, graphWidth - graphMargin.right]);
// set the y scale to be linear, but invert the domain
const y = d3.scaleLinear()
.domain([-100, d3.max(series, d => d[1].GDPPerCapita) * 1.1])
.range([graphHeight- titleMargin - graphMargin.bottom, graphMargin.top + titleMargin]);
// log the domain of the y scale
console.log(y.domain());
// set the size scale to be linear
const size = d3.scaleLinear()
.domain([0, 100])
.range([0, 70]);
const gdpSizing = d3.scaleSqrt()
.domain([0, d3.max(series, d => d[1].GDP)])
.range([0, 100]);
const polSizing = d3.scalePow()
.domain([0, 100])
.range([10, 50])
.exponent(4);
// set the color scale to be ordinal
const color = d3.scaleOrdinal()
.domain(["Americas", "Africa", "Asia-Pacific", "Europe", "Oceania", "Middle East"])
.range(d3.schemeCategory10);
const politicalColouring = d3.scaleOrdinal()
.domain(["Electoral democracy", "Liberal democracy", "Electoral autocracy", "Closed autocracy"])
.range(["#2FF988", "#00D9D6", "#FF5733", "#C70039"]);
// create the svg element
const svg = d3.select(graphCanvas)
.append("svg")
.attr("width", graphWidth)
.attr("height", graphHeight);
// add the axis to the chart with labels and ticks
const xAxis = g => g
.attr("transform", `translate(0,${graphHeight - graphMargin.bottom - titleMargin})`)
.call(d3.axisBottom(x).ticks(graphWidth / 80).tickSizeOuter(0))
.call(g => g.append("text")
.attr("x", graphWidth - graphMargin.right)
.attr("y", -4)
.attr("fill", "currentColor")
.attr("font-weight", "bold")
.attr("text-anchor", "end")
.text("Index Score"));
const yAxis = g => g
.attr("transform", `translate(${graphMargin.left}, 0)`)
.call(d3.axisLeft(y).ticks(graphHeight / 80).tickSizeOuter(0))
.call(g => g.append("text")
.attr("x",10)
.attr("y", titleMargin + 30)
.attr("fill", "currentColor")
.attr("font-weight", "bold")
.attr("text-anchor", "start")
.text("GDP per Capita"));
// add the x axis to the chart
svg.append("g")
.call(xAxis);
// add the y axis to the chart
svg.append("g")
.call(yAxis);
// add a scale on the bottom center for the coloring showing the different colors using d3 color legend
function updateColorLegend(clr) {
// remove the legend if it exists
svg.selectAll(".legend").remove();
console.log("Updating color legend: " + clr.domain());
const legend = svg.append("g")
// set class to legend
.attr("class", "legend")
.attr("transform", `translate(0, ${graphHeight - graphMargin.bottom})`)
.attr("font-family", "Rubik Mono One")
.attr("font-size", 10)
.attr("text-anchor", "middle")
.selectAll("g")
.data(clr.domain())
.join("g")
.attr("transform", (d, i) => `translate(${i * (wWidth / clr.domain().length)}, -20)`);
legend.append("rect")
.attr("x", 0)
.attr("width", (wWidth / clr.domain().length))
.attr("height", 40)
.attr("fill", clr)
.attr("fill-opacity", 0.6);
legend.append("text")
.attr("x", (wWidth / clr.domain().length / 2))
.attr("y", 20)
.attr("dy", "0.35em")
.text(d => d)
.attr("fill", "black")
.attr("font-size", "1vw");
console.log("final domain: " + clr.domain());
}
updateColorLegend(color);
// add the bubbles to the chart
svg.append("g")
.selectAll("circle")
.data(series)
.join("circle")
// set the class of the bubble to "bubble"
.attr("class", "bubble")
.attr("fill", d => color(d[1].Region))
.attr("fill-opacity", 0.6)
.attr("stroke", "black")
.attr("stroke-width", 1)
.attr("cx", d => x(0))
.attr("cy", d => y(0))
.attr("r", 5)
// first transition the position only
.transition()
.duration(1500)
.attr("cx", d => x(d[1].TotalScore))
.attr("cy", d => y(d[1].GDPPerCapita))
// then transition the size
.transition()
.duration(800)
.attr("r", d => 15);
// add short labels for each bubble
svg.append("g")
.selectAll("text")
.data(series)
.join("text")
.attr("x", d => x(d[1].TotalScore))
.attr("y", d => y(d[1].GDPPerCapita))
.attr("dy", "0.3em")
.text(d => d[0])
.attr("fill", "black")
.attr("font-size", "0.5em")
.attr("font-family", "Rubik Mono One")
.attr("font-weight", "200")
.attr("text-anchor", "middle")
.attr("opacity", 0)
.transition()
.duration(800)
.attr("opacity", 1);
// add an interactive popup for each bubble on hover
svg.append("g")
.selectAll("circle")
.data(series)
.join("circle")
.attr("fill", "none")
.attr("pointer-events", "all")
// set the class to "tooltip-detector"
.attr("class", "tooltip-detector")
.attr("stroke", "none")
.attr("cx", d => x(d[1].TotalScore))
.attr("cy", d => y(d[1].GDPPerCapita))
.attr("r", d => {
if (currentSelectedView == 'default') {
return 10;
} else {
return gdpSizing(d[1].GDP);
}
})
.on("mouseover", function(e, d) {
d3.select(this)
.attr("stroke", "black")
.attr("stroke-width", 2)
.attr("r", d => {
if (currentSelectedView == 'default') {
return 15;
} else if (currentSelectedView == 'gdp') {
return gdpSizing(d[1].GDP) + 5;
} else if (currentSelectedView == 'political') {
return polSizing(d[1].PoliticalScore) + 5;
}
});
// add a tooltip to the chart
svg.append("g")
.attr("id", "tooltip")
// bound the position so that it doesn't go off the screen
.attr("x", Math.min(x(d[1].TotalScore) + 30, graphWidth - 200))
.attr("y", Math.min(y(d[1].GDPPerCapita) + 40, graphHeight - graphMargin.bottom - 150))
.append("text")
// attach the position of the parent
.attr("x", Math.min(x(d[1].TotalScore) + 30, graphWidth - 200))
.attr("y", Math.min(y(d[1].GDPPerCapita) + 40, graphHeight - graphMargin.bottom - 150))
.text(jsonData[d[0]].Country)
// give a max width for the text and make sure it creates new lines
.attr("fill", "black")
.attr("font-size", "1em")
.attr("font-family", "Rubik Mono One")
.attr("font-weight", "400")
.call(wrap, 200)
// return to the parent
.select(function() {
return this.parentNode;
})
.append("text")
.attr("x", Math.min(x(d[1].TotalScore) + 30, graphWidth - 200))
.attr("y", Math.min(y(d[1].GDPPerCapita) + 40 + 40, graphHeight - graphMargin.bottom - 150 + 40))
.text(() => {
if (currentSelectedView == 'default') {
return "Region: " + jsonData[d[0]].Region;
} else if (currentSelectedView == 'gdp') {
let formatedGDP = d3.format(",.0f")(d[1].GDP / 1000000);
return "GDP: " + formatedGDP + " M$";
} else if (currentSelectedView == 'political') {
return "GS score: " + jsonData[d[0]].GovernmentStrategy;
}
})
.attr("fill", "black")
.attr("font-size", "1em")
.attr("font-family", "Rubik Mono One")
.attr("font-weight", "400")
.call(wrap, 200)
// return to the parent and add a white background
.select(function() {
return this.parentNode;
})
.insert("rect", "text")
.attr("x", Math.min(x(d[1].TotalScore) + 30, graphWidth - 200) - 5)
.attr("y", Math.min(y(d[1].GDPPerCapita) + 40, graphHeight - graphMargin.bottom - 150) - 20)
.attr("width", 200)
.attr("height", 90)
.attr("fill", "white")
.attr("stroke", "black")
.attr("stroke-width", 1)
.attr("rx", 5)
.attr("ry", 5);