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@gabegaster | http://bit.ly/1pdP2Tb Design Choices to Visualize Transportation in Chicago

What goes into making a Data Visualization?

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Design Choices in Visualizing Bike Transportation in Chicago.

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Page 1: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

Design Choices to Visualize Transportation

in Chicago

Page 2: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

Design Choices to Visualize Transportation

in Chicago

why I like Divvy

or

Page 3: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

Why I made this viz

Page 4: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

Why I like DivvyWhy I made this viz

Page 5: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

Why I like Divvynot obvious

Page 6: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

a typical trip for me

Page 7: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

Bus transit times

= a LIE

Page 8: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

@VizualStatistix

Chicago is a grid city

Page 9: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

Difficult

Public Transit on the grid

=+ Diagonals

Page 10: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

Difficult

Public Transit on the grid

=+ Diagonals

2+ buses = FAIL

Page 11: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

Adding bikes to public transit

= win

Page 12: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

show how has divvy changed where people can go

viz Goal:

Page 13: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

show how has divvy changed where people can goshow where people actually go

viz Goal:

Page 14: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

How to show where people go from here?

Page 15: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

one way is with an arrow

A B

How to show where people go from here?

Page 16: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

good for abstract relationships

one way is with an arrow

Page 17: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

hard to decipher

Page 18: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

lines between pts?

@flowingdata

Page 19: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

maybe notlines between pts?

@flowingdata

Page 20: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

@flowingdata

maybe notbut the map here sure is great

lines between pts?

Page 21: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

how else to represent stations?

lines between pts?

Page 22: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

how else to represent stations?

on a map

lines between pts?

Page 23: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

how else to represent stations?

on a mapbut how?

lines between pts?

Page 24: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

how else to represent stations?

on a mapbut how? • nodes?

lines between pts?

Page 25: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

can use gradient — to show gradual differences between stationsLondon transit map

@mySociety

Page 26: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

how else to represent stations?

on a mapbut how? • nodes?

• regions?

lines between pts?

Page 27: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

@mySociety

@mbostock

or use natural borders?

London transit map

Page 28: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

what regions?

Page 29: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

each point is related to the closest station

what regions?

Page 30: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

each point is related to the closest station

what regions?

—> Voronoi

Page 31: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

each point is related to the closest station

what regions?

—> Voronoihuh?

http://alexbeutel.com/webgl/voronoi.html

Page 32: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

each point is related to the closest station

what regions?

—> Voronoihuh?

http://alexbeutel.com/webgl/voronoi.htmlFind the closest station — that’s my region!

Page 33: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

Czech beer

Page 34: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

Czech beer

starbucks

Page 35: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

recap:

Page 36: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

recap: stations are voronoi tiles

Page 37: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

recap: stations are voronoi tiles

too many edges to show…

Page 38: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

recap: stations are voronoi tiles

too many edges to show… what about using color?

Page 39: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

how touse color?

Page 40: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

how touse color?

colors v colors

Page 41: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

colors !

v!

colors

@mySociety

@mbostock

Page 42: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

how touse color?

• two colors for value

colors v colors

Page 43: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

how touse color?

binned v gradient

colors v colors

• two colors for value

Page 44: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

• hard to read • differences subtle

gradient

Page 45: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

how touse color?

• two colors not many • binned not gradient

binned v gradient

colors v colors

Page 46: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

how touse color?

• two colors not many • binned not gradient

binned v gradient

colors v colors

binned

Page 47: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

how touse color?

• two colors not many • binned not gradient • transparent empty bin

binned v gradient

colors v colors

binned

Page 48: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

how touse color?

• two colors not many • binned not gradient • transparent empty bin • iterate

binned v gradient

colors v colors

binned

Page 49: What goes into making a Data Visualization?

@gabegaster | http://bitly.com/bundles/gabegaster/1

• dispersion (where people can / do go)

with these choices, the viz emphasizes:

• exploration

Page 50: What goes into making a Data Visualization?

@gabegaster | http://bitly.com/bundles/gabegaster/1

lookbubbles

cool

Page 51: What goes into making a Data Visualization?

@gabegaster | http://bitly.com/bundles/gabegaster/1

what can we learn from this?

urban vs lake frontcommute vs party

vs train

there’s me, too.hipster vs yuppie

Page 52: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

gold coast

Page 53: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

gold coast

Page 54: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

gold coast

Page 55: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

west town

Page 56: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

west town

Page 57: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

west town

Page 58: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

hyde park

Page 59: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

hyde park

Page 60: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

questions?

Page 61: What goes into making a Data Visualization?

@gabegaster | http://bit.ly/1pdP2Tb

Thanks

check out the blog post with more detail