This charts shows the average number of training days for around 1,000 London Marathon 2016 finishers as obtained from strava athletes data. The data is rendered using a combination of d3 and d3fc components.
Weekly training days
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license: mit |
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<!DOCTYPE html> | |
<!-- include polyfills for custom event, Symbol and Custom Elements --> | |
<script src="//unpkg.com/babel-polyfill@6.26.0/dist/polyfill.js"></script> | |
<script src="//unpkg.com/custom-event-polyfill@0.3.0/custom-event-polyfill.js"></script> | |
<script src="//cdnjs.cloudflare.com/ajax/libs/document-register-element/1.8.0/document-register-element.js"></script> | |
<!-- use babel so that we can use arrow functions and other goodness in this block! --> | |
<script src="//unpkg.com/babel-standalone@6/babel.min.js"></script> | |
<script src="//unpkg.com/d3@5.5.0"></script> | |
<script src="//unpkg.com/d3fc@14.0.41"></script> | |
<script src="https://cdnjs.cloudflare.com/ajax/libs/d3-legend/2.18.0/d3-legend.js"></script> | |
<style> | |
body { | |
font-family: sans-serif; | |
font-size: 1.2em; | |
} | |
.tick { | |
font-size: 1.2em; | |
} | |
.gridline-y { | |
display: none; | |
} | |
.gridline-x { | |
opacity: 0.5; | |
} | |
#legend { | |
position: absolute; | |
top: auto; | |
bottom: 1em; | |
left: 6em; | |
width: 150px; | |
height: 120px; | |
font-size: 0.8em; | |
} | |
.y-axis-label { | |
transform: rotate(-90deg) translateY(20px) !important; | |
white-space: nowrap; | |
} | |
.point { | |
fill: inherit; | |
stroke: inherit; | |
} | |
.line { | |
stroke: inherit; | |
} | |
#container { | |
position: relative; | |
} | |
#chart { | |
height: 400px; | |
} | |
</style> | |
<div id='container'> | |
<div id='chart' ></div> | |
<svg id='legend'></svg> | |
</div> | |
<script src="training-days.js" type='text/babel'></script> |
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week | 2 - 3 hours | 3 - 4 hours | 4 - 5 hours | 5 - 6 hours | |
---|---|---|---|---|---|
1 | 4.542857143 | 3.31147541 | 2.836676218 | 2.673076923 | |
2 | 4.671328671 | 3.281496063 | 2.864864865 | 2.707964602 | |
3 | 4.503448276 | 3.275390625 | 2.757746479 | 2.719298246 | |
4 | 4.506849315 | 3.245714286 | 2.730245232 | 2.595041322 | |
5 | 4.472527473 | 3.251712329 | 2.645945946 | 2.616 | |
6 | 4.824858757 | 3.345486111 | 2.693333333 | 2.479674797 | |
7 | 4.719101124 | 3.352136752 | 2.734177215 | 2.491935484 | |
8 | 4.95 | 3.454237288 | 2.821782178 | 2.428571429 | |
9 | 4.363636364 | 3.231281198 | 2.687192118 | 2.488 | |
10 | 4.773809524 | 3.227739726 | 2.4975 | 2.114503817 | |
11 | 4.676300578 | 3.247058824 | 2.544578313 | 2.227272727 | |
12 | 4.888235294 | 3.238333333 | 2.631578947 | 2.288888889 | |
13 | 4.292307692 | 3.042003231 | 2.514851485 | 2.142857143 | |
14 | 4.715053763 | 3.243822076 | 2.520581114 | 2.062992126 | |
15 | 4.666666667 | 3.091056911 | 2.507425743 | 2.295454545 | |
17 | 3.961111111 | 2.651085142 | 2.085271318 | 1.757009346 | |
18 | 2.523560209 | 1.932228916 | 1.587096774 | 1.418181818 |
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d3.csv('training-days.csv').then(mileage => { | |
var group = fc.group() | |
.orient('horizontal') | |
.key('week'); | |
var groupedMileage = group(mileage); | |
var colourDomain = groupedMileage[0].map(d => d[0]); | |
var color = d3.scaleOrdinal(d3.schemeCategory10) | |
.domain(colourDomain); | |
var point = fc.seriesSvgPoint() | |
.size(20) | |
.crossValue((_, i) => i + 1) | |
.mainValue(d => d[1]); | |
var line = fc.seriesSvgLine() | |
.crossValue((_, i) => i + 1) | |
.mainValue(d => d[1]); | |
var pointLineSeries = fc.seriesSvgMulti() | |
.series([point, line]); | |
var multiLine = fc.seriesSvgRepeat() | |
.series(pointLineSeries) | |
.decorate(function(sel) { | |
sel.attr('stroke', (_, i) => color(colourDomain[i])) | |
.attr('fill', (_, i) => color(colourDomain[i])) | |
}); | |
var gridline = fc.annotationSvgGridline() | |
.yTicks(5); | |
var multi = fc.seriesSvgMulti() | |
.series([multiLine, gridline]); | |
var yExtent = fc.extentLinear() | |
.include([0]) | |
.pad([0, 0.1]) | |
.accessors([d => d.map(j => j[1])]); | |
var legend = d3.legendColor() | |
.shapeWidth(30) | |
.orient('vertical') | |
.scale(color); | |
d3.select('#legend') | |
.call(legend); | |
var extent = yExtent(groupedMileage); | |
var chart = fc.chartCartesian( | |
d3.scaleLinear(), | |
d3.scaleLinear() | |
) | |
.xDomain([0.5, 17.5]) | |
.yDomain(yExtent(groupedMileage)) | |
.yOrient('left') | |
.yTicks(5) | |
.yLabel('Running days') | |
.xLabel('Week') | |
.yNice() | |
.chartLabel('Weekly training days') | |
.svgPlotArea(multi); | |
d3.select('#chart') | |
.datum(groupedMileage) | |
.call(chart); | |
}); |
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