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Chord flow diagram with time slider
Raw
README.md

CitiBike trips by Neighborhood over time

May 1st, 2014 - Carson Farmer

Mouseover to focus on rides to or from a single neighborhood.

The thickness of links between neighborhoods encodes the relative frequency of rides between two neighborhoods: thicker links represent more frequent rides. Only flows that represent more than 1000 trips are represented here to avoid too many small flows.

Links are directed, and are colored by the more frequent origin (i.e., where most of the trips originate from). Colors themselves are pretty much arbitrary.

You can move the slider around to change which year/month is shown. Play around by sliding around and comparing flows over different time periods. Also watch for chord 'flipping', where the dominant flow direction changes from month to month. This is particularly common in the smaller flows, where there isn't a strong dominant direction.

Built with [d3.js](http://d3js.org/) and based very heavily on [this](http://bost.ocks.org/mike/uberdata), [this](http://exposedata.com/tutorial/chord/latest.html), and [this](http://fleetinbeing.net/d3e/chord.html). This quick visualization was first attempted at the April 2014 [#BetaNYC](http://www.meetup.com/betanyc/) (#BikeNYC) [@CitiBikeNYC](https://twitter.com/CitibikeNYC) Hacknight, this (final?) version is what I ended up settling on.

Data sources: CitiBike System Data and Pediacities NYC Neighborhoods.

Raw
chord.js
var arcs = [],
chords = [];
var data, matrices, neighs, years;
var last_chord = {};
var fill = d3.scale.category20()
.domain(d3.range(42));
var w = 960,
h = 500,
padding = 80,
r0 = (Math.min(w, h)-padding*2) * .41,
r1 = r0 * 1.1;
var svg = d3.select("#chart")
.append("svg:svg")
.attr("width", w)
.attr("height", h)
.append("svg:g")
.attr("transform", "translate(" + w / 2 + "," + h / 2 + ")")
.append("g")
.attr("id", "circle")
svg.append("circle")
.attr("r", r1);
d3.select("#slider").on('change', function(d) {
var current = years[parseInt(this.value)],
year = current.substring(0, 4),
month = current.substring(5);
d3.select("#month").text(""+month);
d3.select("#year").text(""+year);
var new_data = matrices[current]
rerender(new_data);
});
d3.csv("neighs.csv", function(nat) {
d3.json("matrix.json", function(mat) {
matrices = mat,
years = Object.keys(matrices).sort(),
current = years[0],
neighs = nat;
d3.select("#slider").attr("max", years.length-1);
// Compute the chord layout.
data = matrices[current]
var chord = d3.layout.chord()
.padding(.05)
.sortSubgroups(d3.descending)
// .sortChords(d3.ascending)
.matrix(data);
// draw arcs
svg.append("svg:g")
.selectAll("path")
.data(chord.groups)
.enter().append("svg:path")
.on("mouseover", function(d, i) { mouseover(d, i, chord); })
.attr("class", "arc")
.style("fill", function(d) { return fill(d.index); })
.style("stroke", function(d) { return fill(d.index); })
.attr("d", d3.svg.arc().innerRadius(r0).outerRadius(r1))
.append("title").text(function(d, i) {
return neighs[i].name + ": " + formatPercent(d.value) + " of origins";
});
// draw chords
svg.append("svg:g")
.attr("class", "chord")
.selectAll("path")
.data(chord.chords)
.enter().append("svg:path")
.attr("d", d3.svg.chord().radius(r0))
.style("fill", function(d) { return fill(d.source.index); })
.style("stroke", '#333')
.attr("visibility", function(d, i) { return d.source.value > 0.0029 ? "visible" : "hidden"; })
.style("opacity", 1)
.append("title").text(function(d) {
return neighs[d.source.index].name
+ " → " + neighs[d.target.index].name
+ ": " + formatPercent(d.source.value)
+ "\n" + neighs[d.target.index].name
+ " → " + neighs[d.source.index].name
+ ": " + formatPercent(d.target.value);
});
var ticks = svg.append("svg:g")
.attr("class", "ticks")
.selectAll("g")
.data(chord.groups)
.enter().append("svg:g")
.on("mouseover", function(d, i) { mouseover(d, i, chord); })
.attr("class", "group")
.selectAll("g")
.data(groupTicks)
.enter().append("svg:g")
.attr("class", "neighs")
.attr("transform", function(d) {
return "rotate(" + (d.angle * 180 / Math.PI - 90) + ")"
+ "translate(" + r1 + ",0)";
});
ticks.append("svg:line")
.attr("x1", 1)
.attr("y1", 0)
.attr("x2", 5)
.attr("y2", 0)
.attr("stroke", '#000')
ticks.append("svg:text")
.attr("x", 8)
.attr("dy", '.35em')
.attr("text-anchor", function(d) {
return d.angle > Math.PI ? "end" : null;
})
.attr("transform", function(d) {
return d.angle > Math.PI ? "rotate(180)translate(-16)" : null;
})
.text(function(d) { return d.label; });
last_chord = chord;
});
});
function rerender(data) {
var chord = d3.layout.chord()
.padding(.05)
.sortSubgroups(d3.descending)
// .sortChords(d3.ascending)
.matrix(data);
// update ticks
svg.selectAll(".ticks")
.selectAll(".group")
.data(chord.groups)
.selectAll(".neighs")
.data(groupTicks)
.transition()
.duration(1500)
.attr("transform", function(d) {
return "rotate(" + (d.angle * 180 / Math.PI - 90) + ")"
+ "translate(" + r1 + ",0)";
});
// update arcs
svg.selectAll(".arc")
.data(chord.groups)
.transition()
.duration(1500)
.attrTween("d", arcTween(last_chord))
.select("title").text(function(d, i) {
return neighs[i].name + ": " + formatPercent(d.value) + " of origins";
});
// update chords
svg.select(".chord")
.selectAll("path")
.data(chord.chords)
.transition()
.duration(1500)
.attrTween("d", chordTween(last_chord))
.select("title").text(function(d) {
return neighs[d.source.index].name
+ " → " + neighs[d.target.index].name
+ ": " + formatPercent(d.source.value)
+ "\n" + neighs[d.target.index].name
+ " → " + neighs[d.source.index].name
+ ": " + formatPercent(d.target.value);
});
last_chord = chord;
}
var arc = d3.svg.arc()
.startAngle(function(d) { return d.startAngle })
.endAngle(function(d) { return d.endAngle })
.innerRadius(r0)
.outerRadius(r1);
var chordl = d3.svg.chord().radius(r0);
function arcTween(chord) {
return function(d,i) {
var i = d3.interpolate(chord.groups()[i], d);
return function(t) {
return arc(i(t));
}
}
}
function chordTween(chord) {
return function(d,i) {
var i = d3.interpolate(chord.chords()[i], d);
return function(t) {
return chordl(i(t));
}
}
}
function groupTicks(d) {
var k = (d.endAngle - d.startAngle) / d.value;
return [{
angle: d.value * k / 2 + d.startAngle,
label: neighs[d.index].name
}];
}
function rand() {
var val = Math.floor(Math.random() * 7)
return val
}
var formatPercent = d3.format(".1%");
function mouseover(d, i) {
d3.selectAll(".chord path")
.classed("fade", function(p) {
return p.source.index != i
&& p.target.index != i;
});
}
Raw
index.html
<!DOCTYPE html>
<html>
<head>
<meta http-equiv="Content-type" content="text/html; charset=utf-8">
<title>Chord Diagram</title>
<script src="http://d3js.org/d3.v2.min.js?2.8.1"></script>
<!-- <script type="text/javascript" src="http://fleetinbeing.net/d3/d3.layout.js"></script> -->
<!-- This comes from here: http://fleetinbeing.net/d3e/chord.html -->
<!-- Another example comes from here: http://exposedata.com/tutorial/chord/latest.html -->
<style>
#chart {
font: 10px sans-serif;
}
.chord path {
fill-opacity: .67;
stroke: #000;
stroke-width: .5px;
}
#circle circle {
fill: none;
pointer-events: all;
}
#circle:hover path.fade {
display: none;
}
#control {
position: fixed;
left: 20px;
top: 20px;
}
</style>
</head>
<body>
<div id="control">
<label>Show flows for </label><label id="month" name="month">07</label>, <label id="year" name="year">2013</label>:
<form>
<input id="slider" type="range" name="slider" min="0" max="5" value="0" step="1"/>
</form>
</div>
<div id="chart"></div>
<script type="text/javascript" src="chord.js"></script>
</body>
</html>
Raw
matrix.json
{"2014-01": [[6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06], [6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06, 6.374949000407997e-06], [6.374949000407997e-06, 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Raw
neighs.csv
name latitude longitude address color
Battery Park City 40.715337899999994 -74.01658354 Vesey Pl & River Terrace #80B1D3
Bedford-Stuyvesant 40.68676793 -73.95928168 Lexington Ave & Classon Ave #BEBADA
Boerum Hill 40.68683208 -73.9796772 3 Ave & Schermerhorn St #FB8072
Brooklyn Heights 40.69239502 -73.99337909 Clinton St & Joralemon St #FCCDE5
Central Park 40.76590936 -73.97634151 Central Park S & 6 Ave #FB8072
Chelsea 40.74177603 -74.00149746 W 17 St & 8 Ave #B3DE69
Chinatown 40.717290000000006 -73.996375 Elizabeth St & Hester St #FDB462
Civic Center 40.71307916 -73.99851193 St James Pl & Oliver St #FB8072
Clinton Hill 40.69196035 -73.96536851 Willoughby Ave & Hall St #B3DE69
Columbia St 40.69165183 -73.99997859999999 Atlantic Ave & Furman St #FDB462
DUMBO 40.70281858 -73.98765762 Pearl St & Anchorage Pl #FFED6F
Downtown Brooklyn 40.69028437 -73.98707105 Gallatin Pl & Livingston St #80B1D3
East Village 40.720873600000004 -73.98085795 E 2 St & Avenue C #FCCDE5
Financial District 40.70905623 -74.01043382 Liberty St & Broadway #FFFFB3
Flatiron District 40.73971301 -73.99456405 W 18 St & 6 Ave #FDB462
Fort Greene 40.68382604 -73.97632328 Atlantic Ave & Fort Greene Pl #FFFFB3
Fulton Ferry 40.70037867 -73.99548059 Columbia Heights & Cranberry St #CCEBC5
Garment District 40.75466591 -73.99138152 W 38 St & 8 Ave #CCEBC5
Gramercy 40.734232 -73.986923 E 15 St & 3 Ave #FB8072
Greenwich Village 40.72917025 -73.99810231 LaGuardia Pl & W 3 St #8DD3C7
Hell's Kitchen 40.76727216 -73.99392888 W 52 St & 11 Ave #80B1D3
Kips Bay 40.7381765 -73.97738662 E 25 St & 1 Ave #80B1D3
Koreatown 40.75097711 -73.98765428 Broadway & W 36 St #BC80BD
Lincoln Square 40.76915505 -73.98191841 Broadway & W 60 St #FDB462
Lower East Side 40.72229346 -73.99147535 Stanton St & Chrystie St #BC80BD
Meat Packing District 40.74195138 -74.00803013 W 14 St & The High Line #FCCDE5
Midtown 40.761628 -73.972924 E 56 St & Madison Ave #BEBADA
Midtown West 40.75660359 -73.9979009 W 37 St & 10 Ave #FFED6F
Murray Hill 40.748238 -73.978311 E 37 St & Lexington Ave #D9D9D9
Navy Yard 40.69794 -73.96986848 Clinton Ave & Flushing Ave #D9D9D9
NoHo 40.72743423 -73.99379025 Great Jones St #FFED6F
Nolita 40.7218158 -73.99720307 Cleveland Pl & Spring St #D9D9D9
Park Slope 40.68312489 -73.97895137 Dean St & 4 Ave #8DD3C7
SoHo 40.72710258 -74.00297088 MacDougal St & Prince St #CCEBC5
Stuyvesant Town 40.73314259 -73.97573881 E 20 St & FDR Drive #BEBADA
Theater District 40.76064679 -73.98442659 Broadway & W 49 St #FFFFB3
Tribeca 40.71911552 -74.00666661 Franklin St & W Broadway #B3DE69
Two Bridges 40.71117416 -74.00016545 St James Pl & Pearl St #BEBADA
Upper East Side 40.75849116 -73.95920622 E 59 St & Sutton Pl #8DD3C7
Vinegar Hill 40.69839895 -73.98068914 Nassau St & Navy St #BC80BD
West Village 40.73172428 -74.00674436 Barrow St & Hudson St #FFFFB3
Williamsburg 40.70827295 -73.96834101 Kent Ave & S 11 St #8DD3C7
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