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Towards a More Open World
A networked public sphere
The 
stream
Open Journalism
Natural 
Disasters
#Sidibouzid
Networked protests
How did we get here?
In the 1990s, governments and civil 
society spread the Internet globally
In the 2000s, mobile phones and social 
networking connected us ever more
In the 2010s, “big data” is changing 
how we understand ourworld. 
“
Smarter Cities + Internet of Things
Image Credit: Real Time Rome from Senseable.MIT.edu
What is the 
power of 
open?
Open source software
Open Mapping
Platforms for citizens to self-organize 
Image Credit: ITO World
Open Access
Open Design
Open Innovation
Crowdsourcing?
A long(itude) history of contests and 
challenges 
24
Top Coder
Solar Flares and Innocentive
Citizensourcing
Open Data 
Graphic Credit: Justin Grimes
Open data enables citizens and media to 
be generative in new ways
Hundreds of apps use or are 
based on open health data
Personal data ownership
Keeping citizens safe 
“Traffic on the NYC Health Department’s 
restaurant inspection site has gone from 
10,000 hits per month to 124,000” 
- New York Times
Make data find the people.
“Fauxpen Data” 
Beware openwashing 
Evaluate licenses. 
Check Terms of Service. 
Check format, password protection
Mistake: Focus only on “apps”
Newspapers have 
used data for centuries 
Source: The Guardian
Chicago Tribune 
• Flame retardants
Traditional tools applying tech to 
journalism… 
• Calculators and Graphs 
• Mainframe and PCs 
• Spreadsheets 
• Databases 
• Text and code editors 
• Statistics 
• Programming
…combined with new tools & context… 
• Online spreadsheets and wikis 
• Data visualization tools 
• Open source frameworks 
• Code sharing 
• Agile development 
• Cloud storage and processing (EC2 & Heroku) 
• More data and more access 
• Privacy and security riskss
2014: data journalism is the present 
Gathering, cleaning, organizing, analyzing, 
visualizing and publishing data to support 
the creation of acts of journalism
Los Angeles Times
Trendy but not new 
• The collection, protection and 
interrogation of data as a source, 
complementing traditional “shoe 
leather” investigative reporting relying 
on witnesses, experts and authorities
A tangled web
Center for Public Integrity
Emerging trends
geojournalism
Networked reporting of corruption 
ICIJ: Offshore Leaks
International Consortium of 
Investigative Journalists 
Offshoring $ 
80 journalists 
40 countries 
260 gigabytes 
2.5 million files
Reuters: Connected China
Create your data 
“If Stage 1 of data journalism was “find and 
scrape data,” then… 
Stage 2 was “ask government agencies to 
release data” in easy to use formats. 
Stage 3 is going to be “make your own data”, 
and those sources of data are going to be 
automated and updated in real-time.” 
-Javaun Moradi, Mozilla
Safecast 
open source 
Geiger counter
Networked accountability
Bus route in Nairobi, Kenya
Sensor Journalism
Citizens as Sensors: Andhra Pradesh
Drones + data collection
Privacy 
challenges
Be aware of de-anonymization risks
Accountability for “personalized redlining” 
• Gun map graphic
Transparency for geographic profiling 
• Gun map graphic 
WSJ: Websites vary prices, based upon user information
Monitoring predictive policing 
• Gun map graphic 
Verge: Chicago crime and profiling Geekwire: Predictive Policing
Investigating human tissue trafficking 
• Gun map graphic 
ICIJ: The data behind skin and bone
Data + journalism + activism + 
responsive institutions = social change
The fun part: predictions, 
prognostications and 
recommendations!
Data will become even more of a 
strategic resource for media.
Better tools will emerge that 
democratize data skills.
News apps will explode as a primary way 
people consume data journalism.
Being digital first means being data-centric 
and mobile-friendly.
Expect more robo-journalism. Human 
relationships and storytelling still matter.
There will be higher standards for 
accuracy and corrections. 
Source: Jake Harris
Competency in security and data 
protection will become more important. 
Source: Jake Harris
Demand for more transparency on reader 
data collection and use. 
Source: eConsultancy
More conflicts over public records, data 
scraping, and ethics will arise. 
• Gun map graphic
The future is mobile. 
In 2010, 82% of 
Americans have a 
cellphone. 
60% of American 
adults go online 
wirelessly. 
Source: Pew 
Internet
Data-driven personalization and 
predictive news in wearables.
We’ll need better filter/browsers 
Image credit: PC World on Aurora
More diverse newsrooms will 
produce better (data) journalism. 
A 2013 ASNE survey of 68 online news organizations 
found that 63% of them had no minorities. 
SOURCE: The Atlantic
Data illiteracy is leading to 
a new data divide. 
Risk: open data empowers 
the empowered. 
Illustration: Brock Davis
Transparency is not enough 
• “For adaptable data to engender 
accountability, it must fulfill at 
least two conditions: publicity 
and political agency” – Tiago 
Peixoto
Be mindful of data-ism and bad data. 
Embrace skepticism.

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