Inspired by Trulia Trends - but with code and using SVG.
Example data shows concurrent user sessions over time, taken from a development environment.
Inspired by Trulia Trends - but with code and using SVG.
Example data shows concurrent user sessions over time, taken from a development environment.
| day | hour | value | |
|---|---|---|---|
| 1 | 1 | 16 | |
| 1 | 2 | 20 | |
| 1 | 3 | 0 | |
| 1 | 4 | 0 | |
| 1 | 5 | 0 | |
| 1 | 6 | 2 | |
| 1 | 7 | 0 | |
| 1 | 8 | 9 | |
| 1 | 9 | 25 | |
| 1 | 10 | 49 | |
| 1 | 11 | 57 | |
| 1 | 12 | 61 | |
| 1 | 13 | 37 | |
| 1 | 14 | 66 | |
| 1 | 15 | 70 | |
| 1 | 16 | 55 | |
| 1 | 17 | 51 | |
| 1 | 18 | 55 | |
| 1 | 19 | 17 | |
| 1 | 20 | 20 | |
| 1 | 21 | 9 | |
| 1 | 22 | 4 | |
| 1 | 23 | 0 | |
| 1 | 24 | 12 | |
| 2 | 1 | 6 | |
| 2 | 2 | 2 | |
| 2 | 3 | 0 | |
| 2 | 4 | 0 | |
| 2 | 5 | 0 | |
| 2 | 6 | 2 | |
| 2 | 7 | 4 | |
| 2 | 8 | 11 | |
| 2 | 9 | 28 | |
| 2 | 10 | 49 | |
| 2 | 11 | 51 | |
| 2 | 12 | 47 | |
| 2 | 13 | 38 | |
| 2 | 14 | 65 | |
| 2 | 15 | 60 | |
| 2 | 16 | 50 | |
| 2 | 17 | 65 | |
| 2 | 18 | 50 | |
| 2 | 19 | 22 | |
| 2 | 20 | 11 | |
| 2 | 21 | 12 | |
| 2 | 22 | 9 | |
| 2 | 23 | 0 | |
| 2 | 24 | 13 | |
| 3 | 1 | 5 | |
| 3 | 2 | 8 | |
| 3 | 3 | 8 | |
| 3 | 4 | 0 | |
| 3 | 5 | 0 | |
| 3 | 6 | 2 | |
| 3 | 7 | 5 | |
| 3 | 8 | 12 | |
| 3 | 9 | 34 | |
| 3 | 10 | 43 | |
| 3 | 11 | 54 | |
| 3 | 12 | 44 | |
| 3 | 13 | 40 | |
| 3 | 14 | 48 | |
| 3 | 15 | 54 | |
| 3 | 16 | 59 | |
| 3 | 17 | 60 | |
| 3 | 18 | 51 | |
| 3 | 19 | 21 | |
| 3 | 20 | 16 | |
| 3 | 21 | 9 | |
| 3 | 22 | 5 | |
| 3 | 23 | 4 | |
| 3 | 24 | 7 | |
| 4 | 1 | 0 | |
| 4 | 2 | 0 | |
| 4 | 3 | 0 | |
| 4 | 4 | 0 | |
| 4 | 5 | 0 | |
| 4 | 6 | 2 | |
| 4 | 7 | 4 | |
| 4 | 8 | 13 | |
| 4 | 9 | 26 | |
| 4 | 10 | 58 | |
| 4 | 11 | 61 | |
| 4 | 12 | 59 | |
| 4 | 13 | 53 | |
| 4 | 14 | 54 | |
| 4 | 15 | 64 | |
| 4 | 16 | 55 | |
| 4 | 17 | 52 | |
| 4 | 18 | 53 | |
| 4 | 19 | 18 | |
| 4 | 20 | 3 | |
| 4 | 21 | 9 | |
| 4 | 22 | 12 | |
| 4 | 23 | 2 | |
| 4 | 24 | 8 | |
| 5 | 1 | 2 | |
| 5 | 2 | 0 | |
| 5 | 3 | 8 | |
| 5 | 4 | 2 | |
| 5 | 5 | 0 | |
| 5 | 6 | 2 | |
| 5 | 7 | 4 | |
| 5 | 8 | 14 | |
| 5 | 9 | 31 | |
| 5 | 10 | 48 | |
| 5 | 11 | 46 | |
| 5 | 12 | 50 | |
| 5 | 13 | 66 | |
| 5 | 14 | 54 | |
| 5 | 15 | 56 | |
| 5 | 16 | 67 | |
| 5 | 17 | 54 | |
| 5 | 18 | 23 | |
| 5 | 19 | 14 | |
| 5 | 20 | 6 | |
| 5 | 21 | 8 | |
| 5 | 22 | 7 | |
| 5 | 23 | 0 | |
| 5 | 24 | 8 | |
| 6 | 1 | 2 | |
| 6 | 2 | 0 | |
| 6 | 3 | 2 | |
| 6 | 4 | 0 | |
| 6 | 5 | 0 | |
| 6 | 6 | 0 | |
| 6 | 7 | 4 | |
| 6 | 8 | 8 | |
| 6 | 9 | 8 | |
| 6 | 10 | 6 | |
| 6 | 11 | 14 | |
| 6 | 12 | 12 | |
| 6 | 13 | 9 | |
| 6 | 14 | 14 | |
| 6 | 15 | 0 | |
| 6 | 16 | 4 | |
| 6 | 17 | 7 | |
| 6 | 18 | 6 | |
| 6 | 19 | 0 | |
| 6 | 20 | 0 | |
| 6 | 21 | 0 | |
| 6 | 22 | 0 | |
| 6 | 23 | 0 | |
| 6 | 24 | 0 | |
| 7 | 1 | 7 | |
| 7 | 2 | 6 | |
| 7 | 3 | 0 | |
| 7 | 4 | 0 | |
| 7 | 5 | 0 | |
| 7 | 6 | 0 | |
| 7 | 7 | 0 | |
| 7 | 8 | 0 | |
| 7 | 9 | 0 | |
| 7 | 10 | 0 | |
| 7 | 11 | 2 | |
| 7 | 12 | 2 | |
| 7 | 13 | 5 | |
| 7 | 14 | 6 | |
| 7 | 15 | 0 | |
| 7 | 16 | 4 | |
| 7 | 17 | 0 | |
| 7 | 18 | 2 | |
| 7 | 19 | 10 | |
| 7 | 20 | 7 | |
| 7 | 21 | 0 | |
| 7 | 22 | 19 | |
| 7 | 23 | 9 | |
| 7 | 24 | 4 |
| day | hour | value | |
|---|---|---|---|
| 1 | 1 | 88 | |
| 1 | 2 | 20 | |
| 1 | 3 | 44 | |
| 1 | 4 | 0 | |
| 1 | 5 | 33 | |
| 1 | 6 | 2 | |
| 1 | 7 | 0 | |
| 1 | 8 | 9 | |
| 1 | 9 | 25 | |
| 1 | 10 | 1 | |
| 1 | 11 | 57 | |
| 1 | 12 | 61 | |
| 1 | 13 | 22 | |
| 1 | 14 | 25 | |
| 1 | 15 | 7 | |
| 1 | 16 | 55 | |
| 1 | 17 | 51 | |
| 1 | 18 | 4 | |
| 1 | 19 | 17 | |
| 1 | 20 | 20 | |
| 1 | 21 | 4 | |
| 1 | 22 | 4 | |
| 1 | 23 | 6 | |
| 1 | 24 | 12 | |
| 2 | 1 | 6 | |
| 2 | 2 | 22 | |
| 2 | 3 | 0 | |
| 2 | 4 | 0 | |
| 2 | 5 | 33 | |
| 2 | 6 | 5 | |
| 2 | 7 | 4 | |
| 2 | 8 | 8 | |
| 2 | 9 | 28 | |
| 2 | 10 | 99 | |
| 2 | 11 | 51 | |
| 2 | 12 | 66 | |
| 2 | 13 | 38 | |
| 2 | 14 | 39 | |
| 2 | 15 | 60 | |
| 2 | 16 | 22 | |
| 2 | 17 | 65 | |
| 2 | 18 | 50 | |
| 2 | 19 | 22 | |
| 2 | 20 | 11 | |
| 2 | 21 | 12 | |
| 2 | 22 | 9 | |
| 2 | 23 | 33 | |
| 2 | 24 | 13 | |
| 3 | 1 | 5 | |
| 3 | 2 | 8 | |
| 3 | 3 | 44 | |
| 3 | 4 | 0 | |
| 3 | 5 | 12 | |
| 3 | 6 | 2 | |
| 3 | 7 | 5 | |
| 3 | 8 | 12 | |
| 3 | 9 | 34 | |
| 3 | 10 | 43 | |
| 3 | 11 | 54 | |
| 3 | 12 | 44 | |
| 3 | 13 | 40 | |
| 3 | 14 | 48 | |
| 3 | 15 | 54 | |
| 3 | 16 | 59 | |
| 3 | 17 | 60 | |
| 3 | 18 | 51 | |
| 3 | 19 | 21 | |
| 3 | 20 | 16 | |
| 3 | 21 | 9 | |
| 3 | 22 | 5 | |
| 3 | 23 | 24 | |
| 3 | 24 | 7 | |
| 4 | 1 | 22 | |
| 4 | 2 | 33 | |
| 4 | 3 | 102 | |
| 4 | 4 | 33 | |
| 4 | 5 | 0 | |
| 4 | 6 | 2 | |
| 4 | 7 | 4 | |
| 4 | 8 | 13 | |
| 4 | 9 | 26 | |
| 4 | 10 | 58 | |
| 4 | 11 | 61 | |
| 4 | 12 | 59 | |
| 4 | 13 | 53 | |
| 4 | 14 | 54 | |
| 4 | 15 | 64 | |
| 4 | 16 | 55 | |
| 4 | 17 | 52 | |
| 4 | 18 | 53 | |
| 4 | 19 | 18 | |
| 4 | 20 | 3 | |
| 4 | 21 | 9 | |
| 4 | 22 | 12 | |
| 4 | 23 | 2 | |
| 4 | 24 | 8 | |
| 5 | 1 | 2 | |
| 5 | 2 | 0 | |
| 5 | 3 | 8 | |
| 5 | 4 | 2 | |
| 5 | 5 | 0 | |
| 5 | 6 | 2 | |
| 5 | 7 | 4 | |
| 5 | 8 | 14 | |
| 5 | 9 | 31 | |
| 5 | 10 | 48 | |
| 5 | 11 | 46 | |
| 5 | 12 | 50 | |
| 5 | 13 | 66 | |
| 5 | 14 | 54 | |
| 5 | 15 | 56 | |
| 5 | 16 | 67 | |
| 5 | 17 | 54 | |
| 5 | 18 | 23 | |
| 5 | 19 | 14 | |
| 5 | 20 | 6 | |
| 5 | 21 | 8 | |
| 5 | 22 | 7 | |
| 5 | 23 | 0 | |
| 5 | 24 | 84 | |
| 6 | 1 | 11 | |
| 6 | 2 | 22 | |
| 6 | 3 | 33 | |
| 6 | 4 | 44 | |
| 6 | 5 | 4 | |
| 6 | 6 | 0 | |
| 6 | 7 | 4 | |
| 6 | 8 | 8 | |
| 6 | 9 | 8 | |
| 6 | 10 | 6 | |
| 6 | 11 | 14 | |
| 6 | 12 | 12 | |
| 6 | 13 | 9 | |
| 6 | 14 | 14 | |
| 6 | 15 | 0 | |
| 6 | 16 | 4 | |
| 6 | 17 | 7 | |
| 6 | 18 | 6 | |
| 6 | 19 | 42 | |
| 6 | 20 | 5 | |
| 6 | 21 | 77 | |
| 6 | 22 | 32 | |
| 6 | 23 | 41 | |
| 6 | 24 | 0 | |
| 7 | 1 | 7 | |
| 7 | 2 | 6 | |
| 7 | 3 | 11 | |
| 7 | 4 | 22 | |
| 7 | 5 | 33 | |
| 7 | 6 | 44 | |
| 7 | 7 | 66 | |
| 7 | 8 | 5 | |
| 7 | 9 | 33 | |
| 7 | 10 | 0 | |
| 7 | 11 | 2 | |
| 7 | 12 | 2 | |
| 7 | 13 | 44 | |
| 7 | 14 | 6 | |
| 7 | 15 | 0 | |
| 7 | 16 | 4 | |
| 7 | 17 | 33 | |
| 7 | 18 | 2 | |
| 7 | 19 | 10 | |
| 7 | 20 | 7 | |
| 7 | 21 | 0 | |
| 7 | 22 | 19 | |
| 7 | 23 | 9 | |
| 7 | 24 | 4 |
| <!DOCTYPE html> | |
| <meta charset="utf-8"> | |
| <html> | |
| <head> | |
| <style> | |
| rect.bordered { | |
| stroke: #E6E6E6; | |
| stroke-width:2px; | |
| } | |
| text.mono { | |
| font-size: 9pt; | |
| font-family: Consolas, courier; | |
| fill: #aaa; | |
| } | |
| text.axis-workweek { | |
| fill: #000; | |
| } | |
| text.axis-worktime { | |
| fill: #000; | |
| } | |
| </style> | |
| <script src="http://d3js.org/d3.v3.js"></script> | |
| </head> | |
| <body> | |
| <div id="chart"></div> | |
| <div id="dataset-picker"> | |
| </div> | |
| <script type="text/javascript"> | |
| var margin = { top: 50, right: 0, bottom: 100, left: 30 }, | |
| width = 960 - margin.left - margin.right, | |
| height = 430 - margin.top - margin.bottom, | |
| gridSize = Math.floor(width / 24), | |
| legendElementWidth = gridSize*2, | |
| buckets = 9, | |
| colors = ["#ffffd9","#edf8b1","#c7e9b4","#7fcdbb","#41b6c4","#1d91c0","#225ea8","#253494","#081d58"], // alternatively colorbrewer.YlGnBu[9] | |
| days = ["Mo", "Tu", "We", "Th", "Fr", "Sa", "Su"], | |
| times = ["1a", "2a", "3a", "4a", "5a", "6a", "7a", "8a", "9a", "10a", "11a", "12a", "1p", "2p", "3p", "4p", "5p", "6p", "7p", "8p", "9p", "10p", "11p", "12p"]; | |
| datasets = ["data.tsv", "data2.tsv"]; | |
| var svg = d3.select("#chart").append("svg") | |
| .attr("width", width + margin.left + margin.right) | |
| .attr("height", height + margin.top + margin.bottom) | |
| .append("g") | |
| .attr("transform", "translate(" + margin.left + "," + margin.top + ")"); | |
| var dayLabels = svg.selectAll(".dayLabel") | |
| .data(days) | |
| .enter().append("text") | |
| .text(function (d) { return d; }) | |
| .attr("x", 0) | |
| .attr("y", function (d, i) { return i * gridSize; }) | |
| .style("text-anchor", "end") | |
| .attr("transform", "translate(-6," + gridSize / 1.5 + ")") | |
| .attr("class", function (d, i) { return ((i >= 0 && i <= 4) ? "dayLabel mono axis axis-workweek" : "dayLabel mono axis"); }); | |
| var timeLabels = svg.selectAll(".timeLabel") | |
| .data(times) | |
| .enter().append("text") | |
| .text(function(d) { return d; }) | |
| .attr("x", function(d, i) { return i * gridSize; }) | |
| .attr("y", 0) | |
| .style("text-anchor", "middle") | |
| .attr("transform", "translate(" + gridSize / 2 + ", -6)") | |
| .attr("class", function(d, i) { return ((i >= 7 && i <= 16) ? "timeLabel mono axis axis-worktime" : "timeLabel mono axis"); }); | |
| var heatmapChart = function(tsvFile) { | |
| d3.tsv(tsvFile, | |
| function(d) { | |
| return { | |
| day: +d.day, | |
| hour: +d.hour, | |
| value: +d.value | |
| }; | |
| }, | |
| function(error, data) { | |
| var colorScale = d3.scale.quantile() | |
| .domain([0, buckets - 1, d3.max(data, function (d) { return d.value; })]) | |
| .range(colors); | |
| var cards = svg.selectAll(".hour") | |
| .data(data, function(d) {return d.day+':'+d.hour;}); | |
| cards.append("title"); | |
| cards.enter().append("rect") | |
| .attr("x", function(d) { return (d.hour - 1) * gridSize; }) | |
| .attr("y", function(d) { return (d.day - 1) * gridSize; }) | |
| .attr("rx", 4) | |
| .attr("ry", 4) | |
| .attr("class", "hour bordered") | |
| .attr("width", gridSize) | |
| .attr("height", gridSize) | |
| .style("fill", colors[0]); | |
| cards.transition().duration(1000) | |
| .style("fill", function(d) { return colorScale(d.value); }); | |
| cards.select("title").text(function(d) { return d.value; }); | |
| cards.exit().remove(); | |
| var legend = svg.selectAll(".legend") | |
| .data([0].concat(colorScale.quantiles()), function(d) { return d; }); | |
| legend.enter().append("g") | |
| .attr("class", "legend"); | |
| legend.append("rect") | |
| .attr("x", function(d, i) { return legendElementWidth * i; }) | |
| .attr("y", height) | |
| .attr("width", legendElementWidth) | |
| .attr("height", gridSize / 2) | |
| .style("fill", function(d, i) { return colors[i]; }); | |
| legend.append("text") | |
| .attr("class", "mono") | |
| .text(function(d) { return "≥ " + Math.round(d); }) | |
| .attr("x", function(d, i) { return legendElementWidth * i; }) | |
| .attr("y", height + gridSize); | |
| legend.exit().remove(); | |
| }); | |
| }; | |
| heatmapChart(datasets[0]); | |
| var datasetpicker = d3.select("#dataset-picker").selectAll(".dataset-button") | |
| .data(datasets); | |
| datasetpicker.enter() | |
| .append("input") | |
| .attr("value", function(d){ return "Dataset " + d }) | |
| .attr("type", "button") | |
| .attr("class", "dataset-button") | |
| .on("click", function(d) { | |
| heatmapChart(d); | |
| }); | |
| </script> | |
| </body> | |
| </html> |
Hi - thanks!
Added a tooltip using the svg:title element. If you want something fancy you'll have to look at some tooltip plugins (tipsy or the one from bootstrap for example). :-)
Hi, thanks for sharing this.
Do you have any idea why heatmap doesn't appear on chrome right now? but it displays correctly on firefox. I used to see it on chrome.
I also discovered it doesn't display on Chrome (v 27.0.1453.93, OS X) but it works in Safari
Thanks for noticing!
Something told me sourcing colorbrewer from raw.github.com was a bad idea.
Anyways, it is fixed now!
Greate example,
Is there a way to make an action when the user clicks ok a cell?
you can use simple javascript to add actions on svg elements
Hi. Thanks for the nice heatmap code.
I was reworking it for the project (scaling and coloring mostly), and noticed this:
var colorScale = d3.scale.quantile()
.domain([0, buckets - 1, d3.max(data, function (d) { return d.value; })])
.range(colors);
I was wondering why domain has 3 arguments?
In case of default 9 buckets and when value in data is very high (eg 300) it gives a domain of [0, 8, 300]. mapping that to a range results in a little strange looking distribution where half of the scale is between 0 and 8, and the rest is distributed from 8 to 300.
That also doesn't look good if you need to display a heatmap with only 0 values - some default state with no data present.
Great work!
What licence is this released under? Any restrictions?
Does not work in IE8 .IE8 doesn't support SVG.
Any alternatives or suggestions??
Any easy fix in the same code would help a lot .
@zohaibmomin: This is a D3 example, and D3 does not support IE8 or below.
@AAverin You can pass the domain function of quantile the whole array of values. It will calculate a better distribution, even when the data is in the rage 100-200 (not starting from 0) for example. The line in question becomes this:
var colorScale = d3.scale.quantile()
.domain(data.map(function(k){ return k.value}))
.range(colors);
Hi there, the heapmap is really beautiful, great work! I just have a question making it dynamic. Is there an easy way to update all cells, for example in our case we need to shift every cell to the left every x seconds (so the outermost left cell vanished). The transition should look smooth and not as if the page refreshes. Thanks for any input :)
Very cool. Your middle noon label should be 12p and not 12a though! Small nitpick.
HI there am using your heat map in one of my project and i want to show the value in each box , how can i achieve it ?
Would you mind applying a license so I can use this?
1) code on the internet - even a sample is not automatically public domain
2) public domain licenses are not allowed by most companies - legal departments do not like them
3) I think what you want is something open and free like the MIT license - https://opensource.org/licenses/MIT
This blog post covers the problem and solutions: http://blog.rtwilson.com/please-specify-a-license-for-your-software-and-even-your-code-samples/
Please - I really like the sample and would like to use it! Thank you!
Hey just wanted to say THANKS for this great piece of code! We're using it in a hackathon this weekend for our main visualization. :)
This is really great! Helps me to visualize my data a lot!!
Still i would like to support @toenuff s petition for a license:)
(MIT would be wonderful)
Thank you
Great one!
Maybe someone can help me?
I want to make the columns and rows dynamic. If, let's say, I don't have Sunday on the CSV, it won't show the row for Sunday. same with hours - if one hour doesn't have a value, don't show it.
It will be better to take the columns and rows titles from the CSV itself, and not hardcoded ( days = ["Mo", "Tu", "We", "Th", "Fr", "Sa", "Su"] ).
I will really appreciate any help to get this great heatmap usable in my case.
Thanks!
Hi there - I've just seen your heatmap (which is great btw) - and I would like to extend it to add a Title element inside each rect (so that each has a tooltip) - but am having problems working out how to do that with D3. Any clues?