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DAVE TROY
410 Labs
DATA VIZUALIZATION
YOUR STARTUP IN CONTEXT
#STARTUPADDVENTURE
Infographics
Visualization Should Convey Information.
Visualization should tell you something you
didn’t already know.
Data Visualization offers new ways of seeing.
peoplemaps.org / @davetroy
Baltimore
Geeks
TEDx
Politics &
Media
Sports
Rap &
Hip-Hop
Hip-Hop /
Clubs
Data Visualization helps startups
understand investors.
peoplemaps.org / @davetroy
Data Visualization helps startups
understand investors.
Email Startups
Education & Finance
Data Visualization helps startups
understand employees.
Data Visualization helps startups
understand user behaviors.
peoplemaps.org / @davetroy
kgbdeals.comkgbdeals.com
pulsd.compulsd.com
plumdistrict.complumdistrict.com
halfoffdepot.comhalfoffdepot.com
sweetjack.comsweetjack.com
eversave.comeversave.com
myhabit.commyhabit.com
jackthreads.comjackthreads.com
gilt.comgilt.com
thrillist.comthrillist.com
fab.comfab.com
dealfind.comdealfind.com
livingsocial.comlivingsocial.com
yipit.comyipit.com
refinery29.comrefinery29.com
hostcommittee.comhostcommittee.com
dailycandy.comdailycandy.com
insidehook.cominsidehook.comdealchicken.comdealchicken.com
travelzoo.comtravelzoo.com
scoutmob.comscoutmob.com
bloomspot.combloomspot.com
woot.comwoot.com
apple.comapple.com
amazon.comamazon.com
groupon.comgroupon.com
Co-occurrence of
Email Marketers
Data Visualization helps startups
develop product concepts.
Data Visualization helps startups
understand their community.
peoplemaps.org / @davetroy
San Francisco
GeeksTwitter

Employees
Gamers
Media,
Politics,

News
MusicLGBTQ
SportsFoodies
Arts
Hip-Hop
peoplemaps.org / @davetroy
Istanbul
Earliest Twitter Users
TEDxIstanbul
Brands
Media
Heavy iOS Usage
Conservative Religious
and Political Tweets
Primarily Repeating
Content from Zaman
and Samanyolu
Sports,
Mostly Football
Young Adults,
Writing About
Life
Young Men,
Mostly Frustrated Young Men,
Who Really, Really Want
Girls to Like Them
and Write Poetry to
Prove It
Sex Generally,
Gay Porn Specifically
Inorganic Traffic
Semih Varol
#takibetakip
#afollowforeachfollow
Edited by Özge Yilmaz
peoplemaps.org / @davetroy
Saudi Arabia
Religious Quotes,
Establishment
Hilal (Football)
Nasser
(Football)
Conservative
Social Commentary
Artists,

Females, Tolerance,
Liberal Thinking
Marketing,
Hilal (Football)
Prayers
and Advice
Teenage
Girls
Gay Porn,
Naked Men
Marketer
Poets
peoplemaps.org / @davetroy
St. Louis
and Ferguson, Missouri
Politics,
NPR, Blogs, TV and
Newspapers,
KMOV Television,
SLMPD (Police)
KDHX Radio,
Firebird Club,
Pageant Club
Mostly White/Hipster
Music and Art
Sports Teams and Fans:
Cardinals
and Rams
Sports Fans,
Youth Sports,
K-12 Schools,
St. Louis University,
Primarily White People
Primarily Younger Black
People, Hip-Hop Culture,
Worldstar & BET Fans
Startups,
Technology,
Bioscience,
Geeks
Hot 104.1
Hip-Hop Radio
East Side Blacks
Coliseum Club,
Hip-Hop Clubs
and Music
DJ’s, MurphyLee
Beer and
Wine,
Foodies
TEDx
Young Black
Adults
MSU Football,
Students
MBU,
Gospel,
Christians
Family, Events,
BooksTefPoe
KYJuanSTL
YakBoyFresh
FC Barcelona,
Sports,
FC Barcelona Fans
Catalunya,
Catalan Independence,
Politics
Literature, libraries, book
stores, publishing
houses, fans of books
and reading
Criticism: Left-wing,
Anonymous, critics of
journalism (café am llet),
bottom-up-movement,
PAH
Mainstream
TV, Radio,
Newspaper,
Sports, News and Culture
Magazines
Entrepreneurship,
Entrepreneurs, Startups, IT
Issues,
Mobile Tech, Online
Marketing, Business,

Consulting,
TEDx
Arts and Culture,
Events
Writers,
Bloggers, Cultural
Commentary
Edited by José Cruset
peoplemaps.org / @davetroy
Barcelona
peoplemaps.org / @davetroy
Cairo
Plenty of traditional dataviz tools for startups:
Mixpanel, Crashlytics, Kiss Metrics,
Google Analytics, Optimizely, CrazyEgg
Use first principles to think about your data:
what is its nature?
what can it tell you?
how can you apply or make new tools
that offer you unique insights?
Some graph data visualization tools:
gephi.org, d3.org, sigmajs.org, biofabric.org
Not everything needs to be
a bar or line graph
a pie chart, or a cluster graph…
many, many options out there, each one yields
new potential insights.
Dave Troy
410 Labs, Inc.
dave@410labs.com
peoplemaps.org
davetroy.com
mailstrom.co

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Dave Troy - Data Visualization Your Startup In Context - Startup AddVenture Middle East 2015