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CitiBike Trips

CitiBike trips by Neighborhood

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: for example, while 0.5% of rides go from Midtown to the Flatiron District, only 0.4% go in the opposite direction. Links are colored by the more frequent origin.

This may not be the best visualisation for this type of data, particularly given how dense the connectivity matrix is. However, it does present a quick and fun way to checkout the CitiBike data at an aggregate level.

Built with [d3.js](http://d3js.org/) and based very heavily on [this](http://bost.ocks.org/mike/uberdata).

Data source: CitiBike Flows.
Created on: April 28th, 2014
Created by: Carson Farmer

<!DOCTYPE html>
<html>
<meta charset="utf-8">
<title>CitiBike trips by Neighborhood</title>
<style>
#circle circle {
fill: none;
pointer-events: all;
}
.group path {
fill-opacity: .5;
}
path.chord {
stroke: #000;
stroke-width: .25px;
}
#circle:hover path.fade {
display: none;
}
</style>
<body>
<script src="http://d3js.org/d3.v2.min.js?2.8.1"></script>
<script>
var width = 960,
height = 500,
outerRadius = Math.min(width, height) / 2 - 10,
innerRadius = outerRadius - 24;
var formatPercent = d3.format(".1%");
var arc = d3.svg.arc()
.innerRadius(innerRadius)
.outerRadius(outerRadius);
var layout = d3.layout.chord()
.padding(.04)
.sortSubgroups(d3.descending)
.sortChords(d3.ascending);
var path = d3.svg.chord()
.radius(innerRadius);
var svg = d3.select("body").append("svg")
.attr("width", width)
.attr("height", height)
.append("g")
.attr("id", "circle")
.attr("transform", "translate(" + width / 2 + "," + height / 2 + ")");
svg.append("circle")
.attr("r", outerRadius);
d3.csv("neighs.csv", function(neighs) {
d3.json("matrix.json", function(matrix) {
// Compute the chord layout.
layout.matrix(matrix);
// Add a group per neighborhood.
var group = svg.selectAll(".group")
.data(layout.groups)
.enter().append("g")
.attr("class", "group")
.on("mouseover", mouseover);
// Add a mouseover title.
group.append("title").text(function(d, i) {
return neighs[i].name + ": " + formatPercent(d.value) + " of origins";
});
// Add the group arc.
var groupPath = group.append("path")
.attr("id", function(d, i) { return "group" + i; })
.attr("d", arc)
.style("fill", function(d, i) { return neighs[i].color; });
// Add a text label.
var groupText = group.append("text")
.attr("x", 6)
.attr("dy", 15);
groupText.append("textPath")
.attr("xlink:href", function(d, i) { return "#group" + i; })
.text(function(d, i) { return neighs[i].name; });
// Remove the labels that don't fit. :(
groupText.filter(function(d, i) { return groupPath[0][i].getTotalLength() / 2 - 16 < this.getComputedTextLength(); })
.remove();
// Add the chords.
var chord = svg.selectAll(".chord")
.data(layout.chords)
.enter().append("path")
.attr("class", "chord")
.style("fill", function(d) { return neighs[d.source.index].color; })
.attr("d", path);
// Add an elaborate mouseover title for each chord.
chord.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);
});
function mouseover(d, i) {
chord.classed("fade", function(p) {
return p.source.index != i
&& p.target.index != i;
});
}
});
});
</script>
</body>
</html>
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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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