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Wherever we see data visualization we can see a bar chart. Weather it is a management issue or a project planning, even normal data visualization are also done by bar charts. For this reason bar charts have been modified in various type along the way.
Previously we talked about basic and grouped chart. In this article we are going to talk about a different approach stacked bar chart. In basic chart we have worked with a single set of data. Whereas we have worked with multiple sets of data in grouped chart . in grouped chart every single data created a single bar. In this feature stacked bar is unlike grouped bar.
<h2>What is stacked bar chart?</h2>
As you can assume from the name stacked bar chart is a bar chart where data are stacked one over another. In this way we can show a all the data of a single entry in a single bar. This stores up space and make the chart look compact.
Let us look to the below example to understand it thoroughly. In the below example we have kept the data in a tsv file.

<!DOCTYPE html>
<meta charset="utf-8">
<style>
body {
font: 10px sans-serif;
}
.axis path,
.axis line {
fill: none;
stroke: #000;
shape-rendering: crispEdges;
}
.bar {
fill: steelblue;
}
.x.axis path {
display: none;
}
</style>
<body>
<script src="http://d3js.org/d3.v3.min.js"></script>
<script>
var margin = {top: 20, right: 20, bottom: 30, left: 40},
width = 500 - margin.left - margin.right,
height = 400 - margin.top - margin.bottom;
var x = d3.scale.ordinal()
.rangeRoundBands([0, width], .1);
var y = d3.scale.linear()
.rangeRound([height, 0]);
var color = d3.scale.ordinal()
.range(["#edc31e", "#bc5532", "#66b7f4"]);
var xAxis = d3.svg.axis()
.scale(x)
.orient("bottom");
var yAxis = d3.svg.axis()
.scale(y)
.orient("left")
.tickFormat(d3.format(".2s"));
var svg = d3.select("body").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 + ")");
d3.csv("data.csv", function(error, data) {
color.domain(d3.keys(data[0]).filter(function(key) { return key !== "State"; }));
data.forEach(function(d) {
var y0 = 0;
d.ages = color.domain().map(function(name) { return {name: name, y0: y0, y1: y0 += +d[name]}; });
d.total = d.ages[d.ages.length - 1].y1;
});
data.sort(function(a, b) { return b.total - a.total; });
x.domain(data.map(function(d) { return d.State; }));
y.domain([0, d3.max(data, function(d) { return d.total; })]);
svg.append("g")
.attr("class", "x axis")
.attr("transform", "translate(0," + height + ")")
.call(xAxis);
svg.append("g")
.attr("class", "y axis")
.call(yAxis)
.append("text")
.attr("transform", "rotate(-90)")
.attr("y", 6)
.attr("dy", ".71em")
.style("text-anchor", "end")
.text("Population");
var state = svg.selectAll(".state")
.data(data)
.enter().append("g")
.attr("class", "g")
.attr("transform", function(d) { return "translate(" + x(d.State) + ",0)"; });
state.selectAll("rect")
.data(function(d) { return d.ages; })
.enter().append("rect")
.attr("width", x.rangeBand())
.attr("y", function(d) { return y(d.y1); })
.attr("height", function(d) { return y(d.y0) - y(d.y1); })
.style("fill", function(d) { return color(d.name); });
var legend = svg.selectAll(".legend")
.data(color.domain().slice().reverse())
.enter().append("g")
.attr("class", "legend")
.attr("transform", function(d, i) { return "translate(0," + i * 20 + ")"; });
legend.append("rect")
.attr("x", width - 18)
.attr("width", 18)
.attr("height", 18)
.style("fill", color);
legend.append("text")
.attr("x", width - 24)
.attr("y", 9)
.attr("dy", ".35em")
.style("text-anchor", "end")
.text(function(d) { return d; });
});
</script>
</body>
</html>

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D3 Scatter Plot

So far, we’ve drawn only bar charts with simple data — just one-dimensional sets of numbers. But when you have two sets of values to plot against each other, you need a second dimension.

What is scatter plot?

The scatter plot is a common type of visualization that represents two sets of corresponding values on two different axis: horizontal and vertical, x and y. As per Wikipedia we can say A scatter plot, scatter plot, or scatter graph is a type of mathematical diagram using Cartesian coordinates to display values for two variables for a set of data.

The Data:

As you saw in Types of data, you have a lot of flexibility around how you structure your data set. For our scatter plot, we will have a tsv data set. Which we need to import. You can use any kind of data you want as a tsv file. To import the data, we will follow the code structure as we have done in other chart examples.

d3.tsv("data.tsv", function(error, data) {
data.forEach(function(d) {
d.Length = +d.Length;
d.Width = +d.Width;
});

The scatter plot:

Let’s carry over most of the code from our bar chart experiments, including the piece that creates the SVG element:

var svg = d3.select("body").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 + ")");

Instead of creating rects, however, we’ll make a circle for each data point:

 svg.selectAll(".dot")
.data(data)
.enter().append("circle")
.attr("class", "dot")
.attr("r", 10)
.attr("cx", function(d) { return x(d.Width); })
.attr("cy", function(d) { return y(d.Length); })
.style("fill", function(d) { return color(d.species); });

Now as we have done all the important things, let us see the complete code and what it looks like.

<!DOCTYPE html>
<meta charset="utf-8">
<style>
body {
font: 10px sans-serif;
}
.axis path,
.axis line {
fill: none;
stroke: #000;
shape-rendering: crispEdges;
}
.dot {
stroke: #000;
}
</style>
<body>
<script src="http://d3js.org/d3.v3.min.js"></script>
<script>
var margin = {top: 20, right: 20, bottom: 30, left: 40},
width = 960 - margin.left - margin.right,
height = 500 - margin.top - margin.bottom;
var x = d3.scale.linear()
.range([0, width]);
var y = d3.scale.linear()
.range([height, 0]);
var color = d3.scale.category10();
var xAxis = d3.svg.axis()
.scale(x)
.orient("bottom");
var yAxis = d3.svg.axis()
.scale(y)
.orient("left");
var svg = d3.select("body").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 + ")");
d3.tsv("data.tsv", function(error, data) {
data.forEach(function(d) {
d.Length = +d.Length;
d.Width = +d.Width;
});
x.domain(d3.extent(data, function(d) { return d.Width; })).nice();
y.domain(d3.extent(data, function(d) { return d.Length; })).nice();
svg.append("g")
.attr("class", "x axis")
.attr("transform", "translate(0," + height + ")")
.call(xAxis)
.append("text")
.attr("class", "label")
.attr("x", width)
.attr("y", -6)
.style("text-anchor", "end")
.text("Width (m)");
svg.append("g")
.attr("class", "y axis")
.call(yAxis)
.append("text")
.attr("class", "label")
.attr("transform", "rotate(-90)")
.attr("y", 6)
.attr("dy", ".71em")
.style("text-anchor", "end")
.text("Length (km)")
svg.selectAll(".dot")
.data(data)
.enter().append("circle")
.attr("class", "dot")
.attr("r", 10)
.attr("cx", function(d) { return x(d.Width); })
.attr("cy", function(d) { return y(d.Length); })
.style("fill", function(d) { return color(d.species); });
var legend = svg.selectAll(".legend")
.data(color.domain())
.enter().append("g")
.attr("class", "legend")
.attr("transform", function(d, i) { return "translate(0," + i * 20 + ")"; });
legend.append("rect")
.attr("x", width - 18)
.attr("width", 18)
.attr("height", 18)
.style("fill", color);
legend.append("text")
.attr("x", width - 24)
.attr("y", 9)
.attr("dy", ".35em")
.style("text-anchor", "end")
.text(function(d) { return d; });

});
</script>
</body>
</html>

Below we can see the output of the example above.

scatterplot

Though it is a basic example of scatter plot we can add other modifications to it.

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Drawing Pie Chart in D3

D3.js is a JavaScript library that is widely used in data visualization and animation. The power of d3.js and its flexibility comes at the expense of its steep learning curve. There are some libraries built on top of it that provide numerous off-the-shelf charts in order to make the users’ life easier.
Its power comes from two additional functionality. It can also create and manipulate SVG elements, and it can also bind the DOM or SVG elements to arrays of data, so that any changes in that data will be reflected on those elements they are bind to. There are numerous SVG shapes, such as circles, rectangles, paths and texts. Those shapes serve as the building blocks of your visualization’s.

How to draw pie charts?

In this article, we are going to create pie charts. Pie charts are built using SVG paths. The SVG path is a more advanced shape compared to circles and rectangles, since it uses path commands to create any arbitrary shape we want. D3.js provides a helper functions to draw arcs. Arcs are drawn using 4 main parameters: startAngle, endAngle, innerRadius and outerRadius.

How to draw an arc?

In pie charts drawing arc is easy because of d3. We just have to specify the inner radius to 0 and outer radius to 100. After that we have to give a startAngel and a endAngel. Just like the below shows.

var arc = d3.svg.arc()
.innerRadius(50)
.outerRadius(100)
.startAngle(myScale(0))
.endAngle(myScale(75)); 

Or, if you want to do it more easily than this. Then there is a short format for it. Which is shown in the below.

var arc = d3.svg.arc()              
 .outerRadius(r);

In the above code we do not have startAngel or endAngel. Because the data we will provide to arc will make the angels automatically.
We learnt how to create an arc. Pie charts are composed of multiple arcs the angle of each of them represents the value of one item of our data to the overall data values. In other words if we have 3 mobile brands, A, B and C, where A has 20% of the market share, while B has 50% of the market share and C has 30% . To implement this using the d3.js way, you need to have an array of data and bind it to arcs. In the below example we have introduced an element called ‘label’ which will distinguish the sections of the chart.

data = [{"label":"A", "value":20}, 
            {"label":"B", "value":50}, 
            {"label":"C", "value":30}];

We can even write down the data percentage in the label for better understanding. Just like

data = [{"label":"A20", "value":20}, 
            {"label":"B50", "value":50}, 
            {"label":”C30", "value":30}];

This will help the viewer to understand, how much market share every company has, at a glance.
So, as we have observed many aspects of a pie chart. Now it is time for to create a pie chart for ourselves. First let’s take a look at the example. The example is basis on the three branded mobile companies, whom we were talking in the above. Let us look through coding first:

<!DOCTYPE html>
<html>
  <head>    
    <meta http-equiv="Content-type" content="text/html; charset=utf-8">
    <title>Testing Pie Chart</title>
    <script type="text/javascript" src="http://mbostock.github.com/d3/d3.js?2.1.3"></script>
    <script type="text/javascript" src="http://mbostock.github.com/d3/d3.geom.js?2.1.3"></script>
    <script type="text/javascript" src="http://mbostock.github.com/d3/d3.layout.js?2.1.3"></script>
     <style type="text/css">
        .slice text {
            font-size: 16pt;
            font-family: Arial;
        }   
    </style>
  </head>
  <body>
    <script type="text/javascript">
     var w = 300,                        
    h = 300,                            
    r = 100,                            
    color = d3.scale.category20c();    
     data = [{"label":"A", "value":20}, 
            {"label":"B", "value":50}, 
            {"label":"C", "value":30}];
        var vis = d3.select("body")
        .append("svg:svg")              
        .data([data])                   
            .attr("width", w)           
            .attr("height", h)
        .append("svg:g")               
            .attr("transform", "translate(" + r + "," + r + ")")    
     var arc = d3.svg.arc()  
            .outerRadius(r);
     var pie = d3.layout.pie()          
        .value(function(d) { return d.value; });    
     var arcs = vis.selectAll("g.slice")     
        .data(pie)                           
        .enter()                            
            .append("svg:g")                
                .attr("class", "slice");    
        arcs.append("svg:path")
                .attr("fill", function(d, i) { return color(i); } ) 
                .attr("d", arc);                                    
         arcs.append("svg:text")                                     
                .attr("transform", function(d) {                    
                d.innerRadius = 50;
                d.outerRadius = 100;
                return "translate(" + arc.centroid(d) + ")";        
            })
            .attr("text-anchor", "middle")                          
            .text(function(d, i) { return data[i].label; });        
            </script>
  </body>
</html>

Now let us look at the output:

pie chart

In the above article we have talked about the pie charts in a long way. But you should know that you can use this same concept to create better charts than this. Like donut chart, Florence Nightingale’s Polar Chart, multilevel pie chart, etc.

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