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Brian Grasso
Data Driven Cultures
May 2017
THE AGENDA FOR TODAY
Hashtag Importance
#FakeNews
Data Visualization 2
Tweets by Day
Connection to Text
Tufte
Summary
General Conclusion
1
Data Visualization 1
Tweets by Language
2
Power of Persuasion
1) Availability Heuristic
2) Divisiveness
3) Elections
4) Trustworthiness
IMPORTANCE Data Visualization
Two
Agenda
Importance
Data Visualization
One
Summary
Text Connection Citations
ANALYZING THE PROBLEM 3
Availability
Heuristic Division
Elections Trust
Availability
Heuristic
Elections
Globally
Division
Among Population
Trustworthiness
Globally
People generate irrational fears and
general opinions based on information
they are presented with.
30,000 Fake News accounts were shut down
by French government in light of its
upcoming election.1 14 percent of Americans
calling social media their “most important”
source of election news.2
People choose what information they want
to believe, regardless of veracity.
Population will grow increasingly skeptical
of information, leading to confusion and
distrust in the system.
FakeNews
Data Visualization
Two
Agenda
Importance
Data Visualization
One
Summary
Text Connection Citations
4
ANALYSIS ONE
Major Uptrend
ANALYSIS TWO
Quick downtrend
Conclusive Analysis
• Mother of All Bombs was dropped right in the
heart of the trend and all news will draw ‘fake
news’ outcries from the population
• France cracked down on 30,000 Fake News
Accounts on April 14th in pursuit of their
upcoming election1
• United Airlines employees slapped a baby
TWEETS BY DAY Data Visualization
Two
Agenda
Importance
Data Visualization
One
Summary
Text Connection Citations
5
ANALYSIS ONE
Majority of tweets are based in the United States
ANALYSIS TWO
Majority of tweets are transcribed in English
Conclusive Analysis
There is unceasing, persuasive power hosted by the
media in the US, reinforcing our domestic divide
TWEETS BY LANGUAGE Data Visualization
Two
Agenda
Importance
Data Visualization
One
Summary
Text Connection Citations
6CONNECTION TO TUFTE
“Superior methods are
more likely to produce
truthful, credible, and
precise findings.” (1997, 27)
à Tufte3
Having multiple sources of
information creates a filter
bubble for those who want
to decide what information
to believe
These bubbles are
discursively regulated and
create divisiveness within
the country
Ex: Election
Data Visualization
Two
Agenda
Importance
Data Visualization
One
Summary
Text Connection Citations
7SUMMARY
Issue
Fake news accounts are designated to
generate biased opinions through the
exploitation of the availability
heuristic.
Trump reinforces the population’s
belief in fake news by publicly taking
a stance against certain networks. (Ex:
Trump not showing at dinner for Press
Sat. Night)4
Result
1. Certain populations gravitate
towards news they can support
regardless of its veracity.
2. There is a growing population of
media consumers who do not trust
these news providers.
3. Elections are unethically decided
through false campaign methods.
4. Changes knowledge and influences
public opinion.
Solution
Cut off distribution channels for fake news
providers (ex: Facebook).5 If fake news is
labeled, people will be able to associate
influential information with trusted
sources.
Data Visualization
Two
Agenda
Importance
Data Visualization
One
Summary
Text Connection Citations
8CITATIONS Data Visualization
Two
Agenda
Importance
Data Visualization
One
Summary
Text Connection Citations
1Kottasová, Ivana. "Facebook Targets 30,000
Accounts In Crackdown On Fake News In
France". CNNMoney. N.p., 2017. Web. 2 May 2017.
2Ordway, Denise-Marie.” Fake news and spread of
misinformation. Journalistsresource.org. N.p., 2017.
Web. 2 May 2017.
3Tufte, Edward R. Visual and Statistical Thinking:
Displays of Evidence for Making Decisions.
4"Tucker Carlson: White House Correspondents'
Dinner 'An Extended Middle Finger' To Trump".
Fox News. N.p., 2017. Web. 3 May 2017.
5"Google's Fake News Problem Could Be Worse
Than On Facebook". Fortune.com. N.p., 2017. Web.
2 May 2017.
Images
http://i2.cdn.cnn.com/cnnnext/dam/assets/160201
150128-trump-clinton-split-portrait-super-tease.jpg
Trump Vs. Clinton
http://static.diffen.com/uploadz/9/97/Dem-rep-
hero.png
Democrats Vs. Republicans
http://www.chicagonow.com/intellectual-chicago-
suburbs/files/2016/03/TRUST.png
Trust

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Data Driven Cultures: Analyzing Fake News

  • 1. Brian Grasso Data Driven Cultures May 2017
  • 2. THE AGENDA FOR TODAY Hashtag Importance #FakeNews Data Visualization 2 Tweets by Day Connection to Text Tufte Summary General Conclusion 1 Data Visualization 1 Tweets by Language
  • 3. 2 Power of Persuasion 1) Availability Heuristic 2) Divisiveness 3) Elections 4) Trustworthiness IMPORTANCE Data Visualization Two Agenda Importance Data Visualization One Summary Text Connection Citations
  • 4. ANALYZING THE PROBLEM 3 Availability Heuristic Division Elections Trust Availability Heuristic Elections Globally Division Among Population Trustworthiness Globally People generate irrational fears and general opinions based on information they are presented with. 30,000 Fake News accounts were shut down by French government in light of its upcoming election.1 14 percent of Americans calling social media their “most important” source of election news.2 People choose what information they want to believe, regardless of veracity. Population will grow increasingly skeptical of information, leading to confusion and distrust in the system. FakeNews Data Visualization Two Agenda Importance Data Visualization One Summary Text Connection Citations
  • 5. 4 ANALYSIS ONE Major Uptrend ANALYSIS TWO Quick downtrend Conclusive Analysis • Mother of All Bombs was dropped right in the heart of the trend and all news will draw ‘fake news’ outcries from the population • France cracked down on 30,000 Fake News Accounts on April 14th in pursuit of their upcoming election1 • United Airlines employees slapped a baby TWEETS BY DAY Data Visualization Two Agenda Importance Data Visualization One Summary Text Connection Citations
  • 6. 5 ANALYSIS ONE Majority of tweets are based in the United States ANALYSIS TWO Majority of tweets are transcribed in English Conclusive Analysis There is unceasing, persuasive power hosted by the media in the US, reinforcing our domestic divide TWEETS BY LANGUAGE Data Visualization Two Agenda Importance Data Visualization One Summary Text Connection Citations
  • 7. 6CONNECTION TO TUFTE “Superior methods are more likely to produce truthful, credible, and precise findings.” (1997, 27) à Tufte3 Having multiple sources of information creates a filter bubble for those who want to decide what information to believe These bubbles are discursively regulated and create divisiveness within the country Ex: Election Data Visualization Two Agenda Importance Data Visualization One Summary Text Connection Citations
  • 8. 7SUMMARY Issue Fake news accounts are designated to generate biased opinions through the exploitation of the availability heuristic. Trump reinforces the population’s belief in fake news by publicly taking a stance against certain networks. (Ex: Trump not showing at dinner for Press Sat. Night)4 Result 1. Certain populations gravitate towards news they can support regardless of its veracity. 2. There is a growing population of media consumers who do not trust these news providers. 3. Elections are unethically decided through false campaign methods. 4. Changes knowledge and influences public opinion. Solution Cut off distribution channels for fake news providers (ex: Facebook).5 If fake news is labeled, people will be able to associate influential information with trusted sources. Data Visualization Two Agenda Importance Data Visualization One Summary Text Connection Citations
  • 9. 8CITATIONS Data Visualization Two Agenda Importance Data Visualization One Summary Text Connection Citations 1Kottasová, Ivana. "Facebook Targets 30,000 Accounts In Crackdown On Fake News In France". CNNMoney. N.p., 2017. Web. 2 May 2017. 2Ordway, Denise-Marie.” Fake news and spread of misinformation. Journalistsresource.org. N.p., 2017. Web. 2 May 2017. 3Tufte, Edward R. Visual and Statistical Thinking: Displays of Evidence for Making Decisions. 4"Tucker Carlson: White House Correspondents' Dinner 'An Extended Middle Finger' To Trump". Fox News. N.p., 2017. Web. 3 May 2017. 5"Google's Fake News Problem Could Be Worse Than On Facebook". Fortune.com. N.p., 2017. Web. 2 May 2017. Images http://i2.cdn.cnn.com/cnnnext/dam/assets/160201 150128-trump-clinton-split-portrait-super-tease.jpg Trump Vs. Clinton http://static.diffen.com/uploadz/9/97/Dem-rep- hero.png Democrats Vs. Republicans http://www.chicagonow.com/intellectual-chicago- suburbs/files/2016/03/TRUST.png Trust