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INTRODUCTION TO
DATA JOURNALISM
Faisal Karimi
School of Media and Design
Shanghai Jiao Tong University
Information Visualization Course
Prof. Alex Ivanov, PhD
April, 2018
www.FaisalKarimi.com
• What is data journalism?
• Data and journalism
• Data journalism Process
• Data Journalism Continuum
• Why Should journalists use data?
• Data journalism team
• Data journalism Tools
• Some Example
www.FaisalKarimi.com
Precision journalism
Computer-assisted
reporting
Analytic journalism
Data journalism
Data-driven
journalism
Database journalism
Computational journalism
Different Names
Data journalism story elements
www.FaisalKarimi.com
Data journalism story elements
www.FaisalKarimi.com
What Is Data Journalism?
Telling stories with data – data as a source!
www.FaisalKarimi.com
What Is Data Journalism?
“Data Journalism is telling stories that are based on
concrete data. Even though it is not something new and
journalists have been reporting using data for quite some
time, recent technological advancements have made it
easier to do data journalism using a plethora of new open
source tools available to us all.” – Data Journalism Handbook
www.FaisalKarimi.com
What Is Data Journalism?
Data journalism is a journalism specialty reflecting the
increased role that numerical data is used in the production
and distribution of information in the digital era. It reflects
the increased interaction between content producers
(journalist) and several other fields such as design,
computer science and statistics.
www.poynter.org
Data journalism can help a journalist tell a complex story
through engaging infographics.
www.FaisalKarimi.com
Data Journalism Includes:
Deploying computer-assisted reporting or analysis for
writing journalistic stories »
Practicing precision journalism, as introduced by Philip
Meyer, including the use of social science research
methods in the interest of journalism »
Visualizing data—mapping and charting—for use in
exploration and analysis »
Programming to obtain and analyze data for writing
journalistic stories
• Journalism done with data,
• New possibilities that open up when you combine the
traditional ‘nose for news’ and ability to tell a compelling
story, with the sheer scale and range of digital information
now available,
• Can help explain how a story relates to an individual
• Data can be the source of data journalism, or it can be the
tool with which the story is told — or it can be both.
What is Data Journalism?
www.FaisalKarimi.com
WHY DATA JOURNALISM?
“Data-driven
Journalism is the
future, Journalists need
to be data-savvy.”
-Tim Berners-Lee, inventor of the World: Wide Web
Source: http://www.guardian.co.uk/ media/2010/n
www.FaisalKarimi.com
What Is Data Journalism?
“Data journalism is simply, journalism.
...ultimately, it is just a way of describing journalism in
the modern world.”
The Bureau of Investigative Journalism,
https://www.thebureauinvestigates.com/explainers/what-is-data-journalism
www.FaisalKarimi.com
Investigative research
Statistics
Design
Programming
WHAT IS DATA JOURNALISM?
www.FaisalKarimi.com
Data and journalism
Data journalism roughly divides into three broad types that
often overlap:
1. Traditional investigative data journalism, finding stories in
the data – with or without visualizations.
2. Using the data to tell a story or explain a complex
problem – this will involve graphics or ‘visualizations’
3. Providing a service or a tool that tells the reader
something personally relevant - school score cards / tables
or simple financial tools and calculators
www.FaisalKarimi.com
Data Journalism Process
www.FaisalKarimi.com
Data Journalism Process
• Finding the data
• Cleaning/fixing the data
• Analyzing the data
• Visualizing the data + Writing the story
Data Journalism Continuum
www.FaisalKarimi.com
Data visualization
specialist
Computer-assisted
reporter
News applications
developer
The 3 dimensions of data journalism
Data Journalism as it is
known now is just over 7
years old.
BUT
It has its roots in Computer
Assisted reporting (CAR),
which goes back to 1960s.
Data Journalism Perspectives
www.FaisalKarimi.com
Around 2010- 2011 data journalism was a buzz concept
which raised discussion among journalists, researchers and
media executives.
The Guardian, The New York Times were showing the way.
First introductory courses in data journalism were arranged
in universities and some other institutions.
August 2010 – one of 1st data journalism conferences in
Amsterdam
Data Journalism Perspectives
www.FaisalKarimi.com
Role of Data Journalists:
Beautification!
& Storytelling
www.FaisalKarimi.com
The inverted pyramid of data journalism
By Paul Bradshaw
www.FaisalKarimi.com
The inverted pyramid of data journalism
By Paul Bradshaw
www.FaisalKarimi.com
Data journalism team
• You!
• Other reporters
• Editors
• Graphic artists
• Photographers
• Videographers
• Page designers
• Web designers
• App developers
www.FaisalKarimi.com
• Fusion Tables
• Tableau Public
• Google Spreadsheet Charts
• ManyEyes
• Color Brewer
• Chartsbin
• iCharts
• GeoCommons
• Piktochart.com
Top tools
www.FaisalKarimi.com
• Offers full datasets from behind news stories
• Now consists of a front page (guardian.co.uk/data);
• searches of world government and global development
data;
• data visualizations from around the web and Guardian
graphic artists, and tools for exploring public spending data
Guardian datablog
Examples of Data Journalism
projects in newsrooms
www.FaisalKarimi.com
Guardian Data
Guardian Data
Guardian Data
Examples :Government Employee Salary Database
Do No Harm in the Las Vegas Sun
datadrivenjournalism.net/
Thanks For Your Attentions!

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Data journalism - روزنامه نگاری داده

  • 1. INTRODUCTION TO DATA JOURNALISM Faisal Karimi School of Media and Design Shanghai Jiao Tong University Information Visualization Course Prof. Alex Ivanov, PhD April, 2018 www.FaisalKarimi.com
  • 2. • What is data journalism? • Data and journalism • Data journalism Process • Data Journalism Continuum • Why Should journalists use data? • Data journalism team • Data journalism Tools • Some Example www.FaisalKarimi.com
  • 3. Precision journalism Computer-assisted reporting Analytic journalism Data journalism Data-driven journalism Database journalism Computational journalism Different Names
  • 4. Data journalism story elements www.FaisalKarimi.com
  • 5. Data journalism story elements www.FaisalKarimi.com
  • 6. What Is Data Journalism? Telling stories with data – data as a source! www.FaisalKarimi.com
  • 7. What Is Data Journalism? “Data Journalism is telling stories that are based on concrete data. Even though it is not something new and journalists have been reporting using data for quite some time, recent technological advancements have made it easier to do data journalism using a plethora of new open source tools available to us all.” – Data Journalism Handbook www.FaisalKarimi.com
  • 8. What Is Data Journalism? Data journalism is a journalism specialty reflecting the increased role that numerical data is used in the production and distribution of information in the digital era. It reflects the increased interaction between content producers (journalist) and several other fields such as design, computer science and statistics. www.poynter.org Data journalism can help a journalist tell a complex story through engaging infographics. www.FaisalKarimi.com
  • 9. Data Journalism Includes: Deploying computer-assisted reporting or analysis for writing journalistic stories » Practicing precision journalism, as introduced by Philip Meyer, including the use of social science research methods in the interest of journalism » Visualizing data—mapping and charting—for use in exploration and analysis » Programming to obtain and analyze data for writing journalistic stories
  • 10. • Journalism done with data, • New possibilities that open up when you combine the traditional ‘nose for news’ and ability to tell a compelling story, with the sheer scale and range of digital information now available, • Can help explain how a story relates to an individual • Data can be the source of data journalism, or it can be the tool with which the story is told — or it can be both. What is Data Journalism? www.FaisalKarimi.com
  • 11. WHY DATA JOURNALISM? “Data-driven Journalism is the future, Journalists need to be data-savvy.” -Tim Berners-Lee, inventor of the World: Wide Web Source: http://www.guardian.co.uk/ media/2010/n www.FaisalKarimi.com
  • 12. What Is Data Journalism? “Data journalism is simply, journalism. ...ultimately, it is just a way of describing journalism in the modern world.” The Bureau of Investigative Journalism, https://www.thebureauinvestigates.com/explainers/what-is-data-journalism www.FaisalKarimi.com
  • 13. Investigative research Statistics Design Programming WHAT IS DATA JOURNALISM? www.FaisalKarimi.com
  • 14. Data and journalism Data journalism roughly divides into three broad types that often overlap: 1. Traditional investigative data journalism, finding stories in the data – with or without visualizations. 2. Using the data to tell a story or explain a complex problem – this will involve graphics or ‘visualizations’ 3. Providing a service or a tool that tells the reader something personally relevant - school score cards / tables or simple financial tools and calculators www.FaisalKarimi.com
  • 16. Data Journalism Process • Finding the data • Cleaning/fixing the data • Analyzing the data • Visualizing the data + Writing the story
  • 19. Data Journalism as it is known now is just over 7 years old. BUT It has its roots in Computer Assisted reporting (CAR), which goes back to 1960s. Data Journalism Perspectives www.FaisalKarimi.com
  • 20. Around 2010- 2011 data journalism was a buzz concept which raised discussion among journalists, researchers and media executives. The Guardian, The New York Times were showing the way. First introductory courses in data journalism were arranged in universities and some other institutions. August 2010 – one of 1st data journalism conferences in Amsterdam Data Journalism Perspectives www.FaisalKarimi.com
  • 21. Role of Data Journalists: Beautification! & Storytelling www.FaisalKarimi.com
  • 22. The inverted pyramid of data journalism By Paul Bradshaw www.FaisalKarimi.com
  • 23. The inverted pyramid of data journalism By Paul Bradshaw www.FaisalKarimi.com
  • 24. Data journalism team • You! • Other reporters • Editors • Graphic artists • Photographers • Videographers • Page designers • Web designers • App developers www.FaisalKarimi.com
  • 25. • Fusion Tables • Tableau Public • Google Spreadsheet Charts • ManyEyes • Color Brewer • Chartsbin • iCharts • GeoCommons • Piktochart.com Top tools www.FaisalKarimi.com
  • 26. • Offers full datasets from behind news stories • Now consists of a front page (guardian.co.uk/data); • searches of world government and global development data; • data visualizations from around the web and Guardian graphic artists, and tools for exploring public spending data Guardian datablog
  • 27. Examples of Data Journalism projects in newsrooms www.FaisalKarimi.com
  • 30.
  • 32.
  • 33. Examples :Government Employee Salary Database
  • 34. Do No Harm in the Las Vegas Sun
  • 35.
  • 36.
  • 38. Thanks For Your Attentions!