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anymore*
Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com
* Now anyone can learn to love data
Data and data-visualizations are not boring
(last updated: November 3, 2014)
Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com
Should all journalists learn
data visualization, infographics skills?
Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com
No one can escape the massive
growth of data – especially journalists
Exponential growth in data
Social media data
Sensor data
Mobile-phone sensor data
Government data
Treasure trove of news and
story ideas for journalists
(much not possible in past)
News organizations hiring
more data editors
“Internet of Things” means
even more sensors!
Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com
Rate of growth in data is scary fast
But this presents
enormous opportunity
for journalists to
spot trends and
identify untold stories
Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com
Social media data is a big part of growth
(because we voluntarily share so much)
Tweets per day:
500 million
Source: Twitter
Source: Instagram
Source: Statistica
Facebook per day:
• likes per day: 4.5 billion
• items shared: 4.75 billion
• photos posted: 350 million
Instagram:
• photos per day: 58 million
• “likes” per day: 1.65 billion
Source: Facebook
Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com
Social media analysis tools
find insights in all that data
}The “Social Cocktail”
Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com
Much can be understood by
visualizing social-media data
Data in action: Ebola doctor’s
movements from his mobile phone
Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com
Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com
A data visualization can
tell the story all by itself
Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com
A data visualization can
tell the story mostly by itself
Trends
More and more data becoming accessible
(exponential growth)
Data analysis tools available for everyone
(You don’t need a degree in statistics)
Data visualization tools continue to be
easier to use and more powerful
Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com
Great tools … Not easy to master
More powerful,
capable
Static or interactive
or video …
But expensive
Takes time to learn
Steep learning curve
Perhaps too much
for a busy multi-
tasking journalist
Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com
Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com
More-powerful, easy-to-use tools are here:
Still need Excel and Adobe applications?
Client app: free trial … Or use Tableau Public for free … Embed visualizations on your site
Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com
Example of interactive data
visualization using Tableau
Many easier-to-use tools are now

not on desktop: Use them in the cloud
Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com
The problem when data visualization
tools are available for everyone
Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com
Pretty…
Nearly incomprehensible!!
Effective data visualization…
But a bit plain looking
Sources: Harvard Business Review, JunkCharts.com
But even if you’re not an expert,
you can learn the ropes
Bar Chart: As simple as you can get with data visualization
Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com
Flawed Much better!
No need to turn head to read type
What’s wrong with this map?
(So many things!)
Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com
via Alberto Cairo, University of Miami
This is much better
Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com
via Alberto Cairo, University of Miami
Please don’t use data to lie or
misrepresent the real story
Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com
via Alberto Cairo, University of Miami
Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com
A few data visualization tips
Not all big data is useful data … e.g., Twitter data may not help you
answer some questions, but will help on others
With social-media data, pick the best source(s) … Disqus comments or
Tumblr might be better fit for what you seek; combining sources in “social
cocktail” may yield best insight
Tell a story! … Dont’ just create charts; use data and visualizations as the
means to telling a story
Presentation: How much data, complexity does reader need? … Keep
it as simple as possible in visualization
Data: Attribute your sources; link to source data
Don’t let your numbers lie! … Proper chart form; 0 baseline; etc.
Choose the right chart type for your data … Here’s a handy guide
Design: Don’t clutter with useless illustration
Design follows data!
Design: Keep color blindness in mind … 8-10% males; <1% females
ProPublica Nerds Blog

http://www.propublica.org/nerds/

PP’s Tools and Style Guides

https://github.com/propublica/
The Guardian Data Blog

http://www.theguardian.com/news/datablog
Texas Tribune: The Data

http://www.texastribune.org/library/data/
Information Aesthetics

http://infosthetics.com
Chart Porn blog

http://chartporn.org
Book: “The Functional Art: An introduction to information
graphics and visualization” - by Alberto Cairo
Good news data-viz resources
Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com
Steve Outing
Media futurist, Digital-news innovator | steveouting@gmail.com
http://mediadisruptus.com
http://www.slideshare.net/steveouting1

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Learn Data Visualization Skills

  • 1. anymore* Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com * Now anyone can learn to love data Data and data-visualizations are not boring (last updated: November 3, 2014)
  • 2. Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com Should all journalists learn data visualization, infographics skills?
  • 3. Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com No one can escape the massive growth of data – especially journalists Exponential growth in data Social media data Sensor data Mobile-phone sensor data Government data Treasure trove of news and story ideas for journalists (much not possible in past) News organizations hiring more data editors “Internet of Things” means even more sensors!
  • 4. Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com Rate of growth in data is scary fast But this presents enormous opportunity for journalists to spot trends and identify untold stories
  • 5. Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com Social media data is a big part of growth (because we voluntarily share so much) Tweets per day: 500 million Source: Twitter Source: Instagram Source: Statistica Facebook per day: • likes per day: 4.5 billion • items shared: 4.75 billion • photos posted: 350 million Instagram: • photos per day: 58 million • “likes” per day: 1.65 billion Source: Facebook
  • 6. Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com Social media analysis tools find insights in all that data }The “Social Cocktail”
  • 7. Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com Much can be understood by visualizing social-media data
  • 8. Data in action: Ebola doctor’s movements from his mobile phone Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com
  • 9. Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com A data visualization can tell the story all by itself
  • 10. Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com A data visualization can tell the story mostly by itself
  • 11. Trends More and more data becoming accessible (exponential growth) Data analysis tools available for everyone (You don’t need a degree in statistics) Data visualization tools continue to be easier to use and more powerful Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com
  • 12. Great tools … Not easy to master More powerful, capable Static or interactive or video … But expensive Takes time to learn Steep learning curve Perhaps too much for a busy multi- tasking journalist Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com
  • 13. Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com More-powerful, easy-to-use tools are here: Still need Excel and Adobe applications? Client app: free trial … Or use Tableau Public for free … Embed visualizations on your site
  • 14. Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com Example of interactive data visualization using Tableau
  • 15. Many easier-to-use tools are now
 not on desktop: Use them in the cloud Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com
  • 16. The problem when data visualization tools are available for everyone Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com Pretty… Nearly incomprehensible!! Effective data visualization… But a bit plain looking Sources: Harvard Business Review, JunkCharts.com
  • 17. But even if you’re not an expert, you can learn the ropes Bar Chart: As simple as you can get with data visualization Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com Flawed Much better! No need to turn head to read type
  • 18. What’s wrong with this map? (So many things!) Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com via Alberto Cairo, University of Miami
  • 19. This is much better Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com via Alberto Cairo, University of Miami
  • 20. Please don’t use data to lie or misrepresent the real story Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com via Alberto Cairo, University of Miami
  • 21. Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com A few data visualization tips Not all big data is useful data … e.g., Twitter data may not help you answer some questions, but will help on others With social-media data, pick the best source(s) … Disqus comments or Tumblr might be better fit for what you seek; combining sources in “social cocktail” may yield best insight Tell a story! … Dont’ just create charts; use data and visualizations as the means to telling a story Presentation: How much data, complexity does reader need? … Keep it as simple as possible in visualization Data: Attribute your sources; link to source data Don’t let your numbers lie! … Proper chart form; 0 baseline; etc. Choose the right chart type for your data … Here’s a handy guide Design: Don’t clutter with useless illustration Design follows data! Design: Keep color blindness in mind … 8-10% males; <1% females
  • 22. ProPublica Nerds Blog
 http://www.propublica.org/nerds/
 PP’s Tools and Style Guides
 https://github.com/propublica/ The Guardian Data Blog
 http://www.theguardian.com/news/datablog Texas Tribune: The Data
 http://www.texastribune.org/library/data/ Information Aesthetics
 http://infosthetics.com Chart Porn blog
 http://chartporn.org Book: “The Functional Art: An introduction to information graphics and visualization” - by Alberto Cairo Good news data-viz resources Steve Outing (media futurist, digital-news innovator) • http://mediadisruptus.com • steveouting@gmail.com
  • 23. Steve Outing Media futurist, Digital-news innovator | steveouting@gmail.com http://mediadisruptus.com http://www.slideshare.net/steveouting1