d3js: Scatterplot using CSV data.
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November 4, 2022 00:51
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d3js: Scatterplot using CSV data.
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variable | aror | asd | maxdd | |
---|---|---|---|---|
Convertible Arbitrage | 0.0770203710991655 | 0.0694461870173684 | -0.292688394529575 | |
CTA Global | 0.0767109922711062 | 0.0870559916457339 | -0.11676813742079 | |
Distressed Securities | 0.0975096216543971 | 0.0635590261337229 | -0.229232535454022 | |
Emerging Markets | 0.0936124939942315 | 0.133615370977481 | -0.359789528051813 | |
Equity Market Neutral | 0.0739359541312794 | 0.031197069331753 | -0.110823378150652 | |
Event Driven | 0.093190424075422 | 0.0635679064016912 | -0.200817391305532 | |
Fixed Income Arbitrage | 0.0506750901161104 | 0.0490908049045477 | -0.178792725850406 | |
Global Macro | 0.0942083012167199 | 0.0589577044136273 | -0.0792292782044611 | |
Long Short Equity | 0.0940147333764296 | 0.0768123568274029 | -0.218197216318131 | |
Merger Arbitrage | 0.0837211944713991 | 0.0386880290509073 | -0.0563420437745007 | |
Relative Value | 0.0823165777302135 | 0.0457077150038685 | -0.159407479811612 | |
Short Selling | 0.0326542894911763 | 0.190869128421505 | -0.495619599274476 | |
Funds of Funds | 0.0712702593390044 | 0.0630880736754868 | -0.20591447069347 |
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<!DOCTYPE html> | |
<meta charset='utf-8'> | |
<html> | |
<head> | |
<script src="http://d3js.org/d3.v3.min.js" charset="utf-8"></script> | |
<link rel='stylesheet' href='style.css'> | |
</head> | |
<body> | |
<script type='text/javascript' src='script.js'></script> | |
</body> | |
</html> |
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d3.csv('data.csv', function (data) { | |
// Variables | |
var body = d3.select('body') | |
var margin = { top: 50, right: 50, bottom: 50, left: 50 } | |
var h = 500 - margin.top - margin.bottom | |
var w = 500 - margin.left - margin.right | |
var formatPercent = d3.format('.2%') | |
// Scales | |
var colorScale = d3.scale.category20() | |
var xScale = d3.scale.linear() | |
.domain([ | |
d3.min([0,d3.min(data,function (d) { return d.asd })]), | |
d3.max([0,d3.max(data,function (d) { return d.asd })]) | |
]) | |
.range([0,w]) | |
var yScale = d3.scale.linear() | |
.domain([ | |
d3.min([0,d3.min(data,function (d) { return d.aror })]), | |
d3.max([0,d3.max(data,function (d) { return d.aror })]) | |
]) | |
.range([h,0]) | |
// SVG | |
var svg = body.append('svg') | |
.attr('height',h + margin.top + margin.bottom) | |
.attr('width',w + margin.left + margin.right) | |
.append('g') | |
.attr('transform','translate(' + margin.left + ',' + margin.top + ')') | |
// X-axis | |
var xAxis = d3.svg.axis() | |
.scale(xScale) | |
.tickFormat(formatPercent) | |
.ticks(5) | |
.orient('bottom') | |
// Y-axis | |
var yAxis = d3.svg.axis() | |
.scale(yScale) | |
.tickFormat(formatPercent) | |
.ticks(5) | |
.orient('left') | |
// Circles | |
var circles = svg.selectAll('circle') | |
.data(data) | |
.enter() | |
.append('circle') | |
.attr('cx',function (d) { return xScale(d.asd) }) | |
.attr('cy',function (d) { return yScale(d.aror) }) | |
.attr('r','10') | |
.attr('stroke','black') | |
.attr('stroke-width',1) | |
.attr('fill',function (d,i) { return colorScale(i) }) | |
.on('mouseover', function () { | |
d3.select(this) | |
.transition() | |
.duration(500) | |
.attr('r',20) | |
.attr('stroke-width',3) | |
}) | |
.on('mouseout', function () { | |
d3.select(this) | |
.transition() | |
.duration(500) | |
.attr('r',10) | |
.attr('stroke-width',1) | |
}) | |
.append('title') // Tooltip | |
.text(function (d) { return d.variable + | |
'\nReturn: ' + formatPercent(d.aror) + | |
'\nStd. Dev.: ' + formatPercent(d.asd) }) | |
// X-axis | |
svg.append('g') | |
.attr('class','axis') | |
.attr('transform', 'translate(0,' + h + ')') | |
.call(xAxis) | |
.append('text') // X-axis Label | |
.attr('class','label') | |
.attr('y',-10) | |
.attr('x',w) | |
.attr('dy','.71em') | |
.style('text-anchor','end') | |
.text('Annualized Standard Deviation') | |
// Y-axis | |
svg.append('g') | |
.attr('class', 'axis') | |
.call(yAxis) | |
.append('text') // y-axis Label | |
.attr('class','label') | |
.attr('transform','rotate(-90)') | |
.attr('x',0) | |
.attr('y',5) | |
.attr('dy','.71em') | |
.style('text-anchor','end') | |
.text('Annualized Return') | |
}) |
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.axis path, | |
.axis line { | |
fill: none; | |
stroke: black; | |
shape-rendering: crispEdges; | |
} | |
.axis text { | |
font-family: sans-serif; | |
font-size: 11px; | |
} |
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Is there any way to adapt this to, say, a scatter plot of x,y coords?