This simple bar chart is constructed from a TSV file storing the frequency of letters in the English language. The chart employs conventional margins and a number of D3 features:
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June 13, 2017 15:41
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Bar Chart
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license: gpl-3.0 |
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letter | frequency | |
---|---|---|
A | .08167 | |
B | .01492 | |
C | .02782 | |
D | .04253 | |
E | .12702 | |
F | .02288 | |
G | .02015 | |
H | .06094 | |
I | .06966 | |
J | .00153 | |
K | .00772 | |
L | .04025 | |
M | .02406 | |
N | .06749 | |
O | .07507 | |
P | .01929 | |
Q | .00095 | |
R | .05987 | |
S | .06327 | |
T | .09056 | |
U | .02758 | |
V | .00978 | |
W | .02360 | |
X | .00150 | |
Y | .01974 | |
Z | .00074 |
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<!DOCTYPE html> | |
<meta charset="utf-8"> | |
<style> | |
svg { | |
position: absolute; | |
left: 0; | |
top: 0; | |
z-index: 1; | |
} | |
.bar { | |
fill: steelblue; | |
stroke: steelblue; | |
stroke-width: 3px; | |
} | |
.bar:hover { | |
fill: brown; | |
} | |
.axis--x text { | |
display: none; | |
} | |
table { | |
display: absolute; | |
top: 50; | |
left: 500; | |
} | |
td { | |
text-align: right; | |
vertical-align: bottom; | |
} | |
th { | |
text-align: left; | |
vertical-align: bottom; | |
} | |
</style> | |
<svg width="960" height="500"></svg> | |
<table> | |
<tr><th>Layer</th><td>Current<br/>Value</td><td>Mean</td><td>Std Dev</td><td>C.V.</td></tr> | |
<tr class='tot-sum'><th>Total</th><td>1</td><td>2</td><td>3</td><td>4</td></tr> | |
<tr class='ltd-sum'><th>Limited</th><td>1</td><td>2</td><td>3</td><td>4</td></tr> | |
<tr class='xs-sum'><th>Excess</th><td>1</td><td>2</td><td>3</td><td>4</td></tr> | |
<tr> </tr> | |
</table> | |
<script src="https://d3js.org/d3.v4.min.js"></script> | |
<script src="https://cdn.jsdelivr.net/jstat/1.5.0/jstat.min.js"></script> | |
<script> | |
var svg = d3.select("svg"), | |
margin = {top: 20, right: 20, bottom: 30, left: 30}, | |
width = +svg.attr("width") - margin.left - margin.right, | |
height = +svg.attr("height") - margin.top - margin.bottom; | |
var x = d3.scaleBand().rangeRound([0, width]).padding(0.1), | |
y = d3.scaleLinear().rangeRound([height, 0]); | |
var mu = Math.log(800), | |
sigma = 2.5, | |
retention = 500e3 | |
var numberFormat = d3.format(',.2s') | |
var capped = function(x){ return Math.min(x, retention); } | |
var g = svg.append("g") | |
.attr("transform", "translate(" + margin.left + "," + margin.top + ")"); | |
y.domain([0, 2e6]); | |
g.append("g") | |
.attr("class", "axis axis--x") | |
.attr("transform", "translate(0," + height + ")") | |
.call(d3.axisBottom(x).tickSize(0)); | |
g.append("g") | |
.attr("class", "axis axis--y") | |
.attr("transform", "translate(" + margin.left + ",0)") | |
.call(d3.axisLeft(y).ticks(3, ".1s")) | |
.append("text") | |
.attr("transform", "rotate(-90)") | |
.attr("y", 6) | |
.attr("dy", "0.71em") | |
.attr("text-anchor", "end") | |
.text("Claim Severity"); | |
g.append("g") | |
.attr("class", "tot-sum") | |
.attr("transform", "translate(" + (0.5 * width - margin.right) + "," + margin.top + ")") | |
.append("text") | |
.attr("y", 6) | |
.attr("dy", "0.71em") | |
.attr("text-anchor", "end") | |
g.append("g") | |
.attr("class", "ltd-sum") | |
.attr("transform", "translate(" + (0.5 * width - margin.right) + "," + (2 * margin.top) + ")") | |
.append("text") | |
.attr("y", 6) | |
.attr("dy", "0.71em") | |
.attr("text-anchor", "end") | |
g.append("g") | |
.attr("class", "xs-sum") | |
.attr("transform", "translate(" + (0.5 * width - margin.right) + "," + (3 * margin.top) + ")") | |
.append("text") | |
.attr("y", 6) | |
.attr("dy", "0.71em") | |
.attr("text-anchor", "end") | |
var totals = [], limiteds = [], excesses = []; | |
var resample = function(n) { | |
var samples = d3.range(n).map(function(i){ return jStat.lognormal.sample(mu, sigma); }) | |
totals.unshift(d3.sum(samples)); | |
limiteds.unshift(d3.sum(samples, capped)); | |
excesses.unshift(totals[0] - limiteds[0]); | |
console.log(totals[0], limiteds[0], excesses[0]) | |
x.domain(d3.range(n)); | |
var lines = g.selectAll(".bar") | |
.data(samples) | |
var t = d3.transition().duration(1000) | |
var textTween = function(newVal) { | |
var that = d3.select(this); | |
var oldVal = that.attr('data-value') || 0; | |
var i = d3.interpolateNumber(oldVal, newVal); | |
return function(t) { | |
that.text(numberFormat(i(t))); | |
}; | |
} | |
lines.enter().append("line") | |
.attr("class", "bar") | |
.attr("x1", function(d, i) { return x(i); }) | |
.attr("x2", function(d, i) { return x(i); }) | |
.attr("y1", function(d) { return height; }) | |
.attr("y2", function(d) { return height; }) | |
.merge(lines).transition(t) | |
.attr("y1", function(d) { return y(d); }) | |
.attr("y2", function(d) { return height; }); | |
var summary3 = function(data){ | |
return [ | |
data[0], | |
d3.mean(data), | |
(data.length < 2) ? 0 : Math.sqrt(d3.variance(data)), | |
(data.length < 2) ? 0 : Math.sqrt(d3.variance(data)) / d3.mean(data) | |
]; | |
} | |
var totalData = summary3(totals); | |
var limitedData = summary3(limiteds); | |
var excessData = summary3(excesses); | |
console.log("totalData", totalData) | |
d3.selectAll('.tot-sum td').data(totalData) | |
.transition(t) | |
.tween("text", textTween) | |
.attr('data-value', (d) => { return d; }) | |
d3.selectAll('.ltd-sum td').data(limitedData) | |
.transition(t) | |
.tween("text", textTween) | |
.attr('data-value', (d) => { return d; }) | |
d3.selectAll('.xs-sum td').data(excessData) | |
.transition(t) | |
.tween("text", textTween) | |
.attr('data-value', (d) => { return d; }) | |
//console.log('[' + data.map(d3.format(".2f")).join(",") + ']') | |
if (totals.length < 50) setTimeout(function() { resample(n); }, 2500); | |
console.log(totals.length) | |
}; | |
resample(420); | |
</script> |
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