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October 31, 2015 00:59
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Twitterfluence Scatterplot
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| <!DOCTYPE html> | |
| <html lang="en"> | |
| <head> | |
| <meta charset="utf-8"> | |
| <title>Twitterfluence</title> | |
| <script type="text/javascript" src="//d3js.org/d3.v3.min.js"></script> | |
| <script type="text/javascript" src="http://use.typekit.com/brf5jpj.js"></script> | |
| <script src="//use.typekit.net/drk2sev.js"></script> | |
| <script type="text/javascript">try{Typekit.load();}catch(e){}</script> | |
| <style type="text/css"> | |
| body { | |
| margin: 0; | |
| background-color: #48494B; | |
| font-family: "proxima-nova", "Source Sans Pro", sans-serif; | |
| } | |
| #container { | |
| width: 850px; | |
| margin-left: auto; | |
| margin-right: auto; | |
| margin-top: 30px; | |
| padding: 30px; | |
| background-color: white; | |
| box-shadow: 3px 3px 7px #222; | |
| } | |
| h1 { | |
| font-size: 24px; | |
| margin: 0; | |
| } | |
| p { | |
| font-size: 16px; | |
| margin: 15px 0 10px 0; | |
| } | |
| a { | |
| color: #799DCB; | |
| text-decoration: none; | |
| transition: color .3s, background .3s, border .3s; | |
| } | |
| a:hover { | |
| color: #48494b; | |
| background: #e7e8e9; | |
| } | |
| svg { | |
| background-color: white; | |
| padding-left: 20px; | |
| } | |
| .dot { | |
| opacity: 0.4; | |
| stroke: #787878; | |
| stroke-width: 1; | |
| } | |
| .dot:hover { | |
| opacity: 1.0; | |
| cursor:pointer; | |
| } | |
| .axis path, | |
| .axis line { | |
| fill: none; | |
| stroke: black; | |
| shape-rendering: crispEdges; | |
| } | |
| .axis text { | |
| font-family: sans-serif; | |
| font-size: 11px; | |
| } | |
| </style> | |
| </head> | |
| <body> | |
| <div id="container"> | |
| <h1>Twitterfluence</h1> | |
| <p>Enjoy this exploration of Twitter users who follow <a href="http://twitter.com/threestory" title="Threestory Twitter page" target="new">@threestory</a>. You can see the correlation (or lack thereof) between the number of people a user follows and the number of followers they have themselves. The size of each circle is relative to the number of tweets that user has tweeted. The circle color matches the background color of that user's Twitter profile (just for fun). Clicking on a circle will take you to that person's Twitter page.</p> | |
| </div> | |
| <script type="text/javascript"> | |
| //Dimensions and padding | |
| var w = 700; | |
| var h = 500; | |
| var padding = [ 20, 20, 40, 20 ]; //Top, right, bottom, left | |
| var dataset; | |
| // Various accessors that specify the four dimensions of data to visualize | |
| function x(d) { return d.followers_count; } | |
| function y(d) { return d.friends_count; } | |
| function radius(d) { return d.statuses_count; } | |
| // Various range scales | |
| var maxRadius = 50; | |
| var xScale = d3.scale.linear().range([0, w - maxRadius]), | |
| yScale = d3.scale.linear().range([h , 0 + maxRadius]), | |
| radiusScale = d3.scale.sqrt().range([0, maxRadius]); | |
| //Create the empty SVG image | |
| var svg = d3.select("#container") | |
| .append("svg") | |
| .attr("width", w + padding[3] + padding[1]) | |
| .attr("height", h + padding[0] + padding[2]) | |
| .append("g") | |
| .attr("transform", "translate(35,10)"); | |
| //Load data | |
| d3.json("twitter.json", function(error, data) { | |
| if (error) return console.warn(error); | |
| dataset = data; | |
| console.log(dataset); | |
| //sort smallest circles last to make sure they are accessible to mouse events | |
| data.sort(function(a, b) { | |
| return d3.descending(+a.statuses_count, +b.statuses_count); | |
| }); | |
| // set domains to data maxes | |
| xScale.domain([ 0, d3.max(data, function(d) { | |
| return +d.followers_count; | |
| }) ]); | |
| yScale.domain([ 0, d3.max(data, function(d) { | |
| return +d.friends_count; | |
| }) ]); | |
| radiusScale.domain([ 0, d3.max(data, function(d) { | |
| return +d.statuses_count; | |
| }) ]); | |
| // The axes | |
| var xAxis = d3.svg.axis().orient("bottom").scale(xScale).tickFormat(d3.format(",.0f")), | |
| yAxis = d3.svg.axis().scale(yScale).orient("left").tickFormat(d3.format(",.0f")); | |
| // Add the x-axis. | |
| svg.append("g") | |
| .attr("class", "x axis") | |
| .attr("transform", "translate(0," + h + ")") | |
| .call(xAxis); | |
| // Add the y-axis. | |
| svg.append("g") | |
| .attr("class", "y axis") | |
| .call(yAxis); | |
| // Add an x-axis label. | |
| svg.append("text") | |
| .attr("class", "x label") | |
| .attr("text-anchor", "end") | |
| .attr("x", w) | |
| .attr("y", h - 6) | |
| .attr("transform", "translate(-" + maxRadius + ",0)") | |
| .text("Number of Followers"); | |
| // Add a y-axis label. | |
| svg.append("text") | |
| .attr("class", "y label") | |
| .attr("text-anchor", "end") | |
| .attr("y", 6) | |
| .attr("dy", ".75em") | |
| .attr("transform", "translate(5," + maxRadius + ")rotate(-90)") | |
| .text("Number Following"); | |
| //Add a dot for each follower | |
| var dot = svg.append("g") | |
| .attr("class", "dots") | |
| .selectAll(".dot") | |
| .data(data) | |
| .enter() | |
| .append("a") | |
| .attr("xlink:href", function(d) { | |
| return "http://twitter.com/" + d.screen_name; | |
| }) | |
| .on("click", function(){ | |
| d3.select(this) | |
| .attr("url") | |
| }) | |
| .append("circle") | |
| .attr("class", "dot") | |
| .style("fill", function(d) { | |
| return "#" + d.profile_background_color; | |
| }) | |
| .call(position); | |
| // .sort(order); | |
| //Add titles | |
| dot.append("title") | |
| .text(function(d) { return d.screen_name; }); | |
| //Position dots based on data | |
| function position(dot) { | |
| dot .attr("cx", function(d) { return xScale(d.followers_count); }) | |
| .attr("cy", function(d) { return yScale(d.friends_count); }) | |
| .attr("r", 0 ); | |
| } | |
| dot.transition() | |
| .delay(function(d, i) { | |
| return i * 20; | |
| }) | |
| .duration(1000) | |
| .attr("r", function(d) { | |
| return radiusScale(d.statuses_count); | |
| }); | |
| //Defines sort order so smallest dots are drawn on top | |
| function order(a, b) { | |
| return radius(b) - radius(a); | |
| } | |
| }); | |
| </script> | |
| </body> | |
| </html> |
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