Created
March 10, 2016 05:17
-
-
Save MorganZhang100/0c489d1f376a04d5436a to your computer and use it in GitHub Desktop.
Scatterplot with cars.csv (Car speed & stop distance)
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
speed | dist | ||
---|---|---|---|
1 | 4 | 2 | |
2 | 4 | 10 | |
3 | 7 | 4 | |
4 | 7 | 22 | |
5 | 8 | 16 | |
6 | 9 | 10 | |
7 | 10 | 18 | |
8 | 10 | 26 | |
9 | 10 | 34 | |
10 | 11 | 17 | |
11 | 11 | 28 | |
12 | 12 | 14 | |
13 | 12 | 20 | |
14 | 12 | 24 | |
15 | 12 | 28 | |
16 | 13 | 26 | |
17 | 13 | 34 | |
18 | 13 | 34 | |
19 | 13 | 46 | |
20 | 14 | 26 | |
21 | 14 | 36 | |
22 | 14 | 60 | |
23 | 14 | 80 | |
24 | 15 | 20 | |
25 | 15 | 26 | |
26 | 15 | 54 | |
27 | 16 | 32 | |
28 | 16 | 40 | |
29 | 17 | 32 | |
30 | 17 | 40 | |
31 | 17 | 50 | |
32 | 18 | 42 | |
33 | 18 | 56 | |
34 | 18 | 76 | |
35 | 18 | 84 | |
36 | 19 | 36 | |
37 | 19 | 46 | |
38 | 19 | 68 | |
39 | 20 | 32 | |
40 | 20 | 48 | |
41 | 20 | 52 | |
42 | 20 | 56 | |
43 | 20 | 64 | |
44 | 22 | 66 | |
45 | 23 | 54 | |
46 | 24 | 70 | |
47 | 24 | 92 | |
48 | 24 | 93 | |
49 | 24 | 120 | |
50 | 25 | 85 |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
<!DOCTYPE html> | |
<html> | |
<meta charset="utf-8"> | |
<!-- Example based on http://bl.ocks.org/mbostock/3887118 --> | |
<!-- Tooltip example from http://www.d3noob.org/2013/01/adding-tooltips-to-d3js-graph.html --> | |
<style> | |
body { | |
font: 11px sans-serif; | |
} | |
.axis path, | |
.axis line { | |
fill: none; | |
stroke: #000; | |
shape-rendering: crispEdges; | |
} | |
.dot { | |
stroke: #000; | |
} | |
.tooltip { | |
position: absolute; | |
width: 200px; | |
height: 28px; | |
pointer-events: 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 = 960 - margin.left - margin.right, | |
height = 500 - margin.top - margin.bottom; | |
/* | |
* value accessor - returns the value to encode for a given data object. | |
* scale - maps value to a visual display encoding, such as a pixel position. | |
* map function - maps from data value to display value | |
* axis - sets up axis | |
*/ | |
// setup x | |
var xValue = function(d) { return d.dist;}, // data -> value | |
xScale = d3.scale.linear().range([0, width]), // value -> display | |
xMap = function(d) { return xScale(xValue(d));}, // data -> display | |
xAxis = d3.svg.axis().scale(xScale).orient("bottom"); | |
// setup y | |
var yValue = function(d) { return d.speed;}, // data -> value | |
yScale = d3.scale.linear().range([height, 0]), // value -> display | |
yMap = function(d) { return yScale(yValue(d));}, // data -> display | |
yAxis = d3.svg.axis().scale(yScale).orient("left"); | |
// setup fill color | |
var cValue = function(d) { return d.Manufacturer;}, | |
color = d3.scale.category10(); | |
// add the graph canvas to the body of the webpage | |
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 + ")"); | |
// add the tooltip area to the webpage | |
var tooltip = d3.select("body").append("div") | |
.attr("class", "tooltip") | |
.style("opacity", 0); | |
// load data | |
d3.csv("cars.csv", function(error, data) { | |
// change string (from CSV) into number format | |
data.forEach(function(d) { | |
d.speed = +d.speed; | |
d.dist = +d.dist; | |
// console.log(d); | |
}); | |
// don't want dots overlapping axis, so add in buffer to data domain | |
xScale.domain([d3.min(data, xValue)-1, d3.max(data, xValue)+1]); | |
yScale.domain([d3.min(data, yValue)-1, d3.max(data, yValue)+1]); | |
// x-axis | |
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("Stop distance"); | |
// y-axis | |
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("Car Speed"); | |
// draw dots | |
svg.selectAll(".dot") | |
.data(data) | |
.enter().append("circle") | |
.attr("class", "dot") | |
.attr("r", 3.5) | |
.attr("cx", xMap) | |
.attr("cy", yMap) | |
.style("fill", function(d) { return color(cValue(d));}) | |
.on("mouseover", function(d) { | |
tooltip.transition() | |
.duration(200) | |
.style("opacity", .9); | |
tooltip.html("Car speed and stop distance" + "<br/> (" + xValue(d) | |
+ ", " + yValue(d) + ")") | |
.style("left", (d3.event.pageX + 5) + "px") | |
.style("top", (d3.event.pageY - 28) + "px"); | |
}) | |
.on("mouseout", function(d) { | |
tooltip.transition() | |
.duration(500) | |
.style("opacity", 0); | |
}); | |
// draw legend | |
var legend = svg.selectAll(".legend") | |
.data(color.domain()) | |
.enter().append("g") | |
.attr("class", "legend") | |
.attr("transform", function(d, i) { return "translate(0," + i * 20 + ")"; }); | |
// draw legend colored rectangles | |
legend.append("rect") | |
.attr("x", width - 18) | |
.attr("width", 18) | |
.attr("height", 18) | |
.style("fill", color); | |
// draw legend text | |
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> |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment