SlideShare ist ein Scribd-Unternehmen logo
1 von 47
Downloaden Sie, um offline zu lesen
Are you a unicorn or
a racehorse?
@PaulBradshaw, Online Journalism Blog, HelpMeInvestigate
Birmingham City University and City University London
School of Data, Thessaloniki, June 2015
http://www.flickr.com/photos/30804458@N08/3316400889/
http://www.flickr.com/photos/boston_public_library/6990109980/
3 things…
• What are unicorns and racehorses?
• Why are we seeing a split?
• How the work gets done
1967: Phillip Meyer
2005: Adrian Holovaty
Meyer was a racehorse.
Holovaty was a unicorn.
Racehorses look for the
story.
http://delicious.com/paulb/benfordslaw
Unicorns help users tell the
story.
http://www.youtube.com/watch?v=UpaglSOj9OU#t=0m56s
‘Data journalism’ is becoming meaningless
• Who says ‘computer assisted reporting’ any
more?
• You will never know all the tools
• News organisations choosing their direction:
do we build tools, or do we find stories?
• Enlightenment polymaths (university) vs
industrial specialists
“A courtier should have a
detached, cool, nonchalant
attitude, and speak well,
sing, recite poetry, have
proper bearing, be athletic,
know the humanities and
classics, paint and draw and
possess many other skills.”
https://en.wikipedia.org/wiki/Polymath
“A data journalist should
have experience with
cleaning, manipulating,
analyzing and displaying
data, familiarity with
financial documents,
familiarity with JavaScript,
experience with R…”
http://chooseyourownadventure.tumblr.com/post/80260931984/mummyshark-its-ripped-but-there-still-arent#notes
Choose your own
adventure…
Learn code.
Learn code.
Learn code.
Javascript can help
tell the story
http://ampp3d.mirror.co.uk/2014/02/21/wayne-rooney-earnings/
Learn the tools
Learn the tools
http://chooseyourownadventure.tumblr.com/post/80260931984/mummyshark-its-ripped-but-there-still-arent#notes
What organisations
can do
Templates
A data unit
A datastore
Flexible CMS
Flexible CMS
A career path
Unicorns and
racehorses can work
together.
3 things…
• Identify the objectives - and
whether you need unicorns or
racehorses
• Solve problems, don’t learn
languages - I don’t care if you know
PHP
• Collaborate and share - everyone
else thinks they’re catching up too
Thank
you.
@paulbradshaw
Online Journalism Blog
Help Me Investigate

Weitere ähnliche Inhalte

Was ist angesagt?

The Shifting River of Media and Knowledge
The Shifting River of Media and KnowledgeThe Shifting River of Media and Knowledge
The Shifting River of Media and Knowledge
Garett MacGowan
 
Mac281 big data & journalism lecture 2014
Mac281 big data &  journalism lecture 2014Mac281 big data &  journalism lecture 2014
Mac281 big data & journalism lecture 2014
Rob Jewitt
 

Was ist angesagt? (20)

Trends in Online Journalism
Trends in Online JournalismTrends in Online Journalism
Trends in Online Journalism
 
10 trends in journalism for 2017
10 trends in journalism for 201710 trends in journalism for 2017
10 trends in journalism for 2017
 
The Shifting River of Media and Knowledge
The Shifting River of Media and KnowledgeThe Shifting River of Media and Knowledge
The Shifting River of Media and Knowledge
 
Teaching data journalism (Abraji 2021)
Teaching data journalism (Abraji 2021)Teaching data journalism (Abraji 2021)
Teaching data journalism (Abraji 2021)
 
Social media for Journalists
Social media for JournalistsSocial media for Journalists
Social media for Journalists
 
Towards a critical data journalism practice
Towards a critical data journalism practiceTowards a critical data journalism practice
Towards a critical data journalism practice
 
Social Software
Social SoftwareSocial Software
Social Software
 
data journalism
data journalismdata journalism
data journalism
 
Fake News, Algorithmic Accountability and the Role of Data Journalism in the ...
Fake News, Algorithmic Accountability and the Role of Data Journalism in the ...Fake News, Algorithmic Accountability and the Role of Data Journalism in the ...
Fake News, Algorithmic Accountability and the Role of Data Journalism in the ...
 
Open Data Journalism
Open Data JournalismOpen Data Journalism
Open Data Journalism
 
Flipbook-What if people live without E-devices?
Flipbook-What if people live without E-devices?Flipbook-What if people live without E-devices?
Flipbook-What if people live without E-devices?
 
Fake News in Digital Culture
Fake News in Digital CultureFake News in Digital Culture
Fake News in Digital Culture
 
ESRC Research Methods Festival - From Flickr to Snapchat: The challenge of an...
ESRC Research Methods Festival - From Flickr to Snapchat: The challenge of an...ESRC Research Methods Festival - From Flickr to Snapchat: The challenge of an...
ESRC Research Methods Festival - From Flickr to Snapchat: The challenge of an...
 
Social Media for Journalists
Social Media for JournalistsSocial Media for Journalists
Social Media for Journalists
 
Journalism: Understanding Human Interest Stories
Journalism: Understanding Human Interest StoriesJournalism: Understanding Human Interest Stories
Journalism: Understanding Human Interest Stories
 
Mac281 big data & journalism lecture 2014
Mac281 big data &  journalism lecture 2014Mac281 big data &  journalism lecture 2014
Mac281 big data & journalism lecture 2014
 
Introduction to Social Media for Journalists
Introduction to Social Media for JournalistsIntroduction to Social Media for Journalists
Introduction to Social Media for Journalists
 
Moldova Open Data Journalism Workshop
Moldova Open Data Journalism WorkshopMoldova Open Data Journalism Workshop
Moldova Open Data Journalism Workshop
 
Film240 flipbook
Film240 flipbookFilm240 flipbook
Film240 flipbook
 
Periodismo automatizado
Periodismo automatizadoPeriodismo automatizado
Periodismo automatizado
 

Ähnlich wie Data journalism: are you a unicorn or a racehorse?

Carrying the Banner: Reinventing News on Your University Website
Carrying the Banner: Reinventing News on Your University WebsiteCarrying the Banner: Reinventing News on Your University Website
Carrying the Banner: Reinventing News on Your University Website
Georgiana Cohen
 
VIII Conferência Internacional (e-)Learning 2012
VIII Conferência Internacional (e-)Learning 2012VIII Conferência Internacional (e-)Learning 2012
VIII Conferência Internacional (e-)Learning 2012
Paulo Simões
 
Social Media: The Misunderstood Teenager
Social Media: The Misunderstood TeenagerSocial Media: The Misunderstood Teenager
Social Media: The Misunderstood Teenager
Liz Azyan
 
S tilley slideshow
S tilley slideshowS tilley slideshow
S tilley slideshow
sallytilley
 
A Mixed Methods Look at Self-Directed Online Learning: MOOCs, Open Educatio...
A Mixed Methods Look at Self-Directed Online Learning: MOOCs, Open Educatio...A Mixed Methods Look at Self-Directed Online Learning: MOOCs, Open Educatio...
A Mixed Methods Look at Self-Directed Online Learning: MOOCs, Open Educatio...
cjbonk
 

Ähnlich wie Data journalism: are you a unicorn or a racehorse? (20)

Org-wout-orgs and future of OD
Org-wout-orgs and future of ODOrg-wout-orgs and future of OD
Org-wout-orgs and future of OD
 
Carrying the Banner: Reinventing News on Your University Website
Carrying the Banner: Reinventing News on Your University WebsiteCarrying the Banner: Reinventing News on Your University Website
Carrying the Banner: Reinventing News on Your University Website
 
Top 11 Places to Find Good Story Ideas - JNL-1102 - Reporting and Writing I -...
Top 11 Places to Find Good Story Ideas - JNL-1102 - Reporting and Writing I -...Top 11 Places to Find Good Story Ideas - JNL-1102 - Reporting and Writing I -...
Top 11 Places to Find Good Story Ideas - JNL-1102 - Reporting and Writing I -...
 
What We Learned From Social Media
What We Learned From Social MediaWhat We Learned From Social Media
What We Learned From Social Media
 
How to Make Infographics that Change the World
How to Make Infographics that Change the WorldHow to Make Infographics that Change the World
How to Make Infographics that Change the World
 
VIII Conferência Internacional (e-)Learning 2012
VIII Conferência Internacional (e-)Learning 2012VIII Conferência Internacional (e-)Learning 2012
VIII Conferência Internacional (e-)Learning 2012
 
Midlothian2
Midlothian2Midlothian2
Midlothian2
 
What's New In Communication 2009
What's New In Communication 2009What's New In Communication 2009
What's New In Communication 2009
 
Tribal Ddb Brussels Digital Inspiration
Tribal Ddb Brussels Digital InspirationTribal Ddb Brussels Digital Inspiration
Tribal Ddb Brussels Digital Inspiration
 
Surviving in a New World: Social Media and Web Communications
Surviving in a New World: Social Media and Web CommunicationsSurviving in a New World: Social Media and Web Communications
Surviving in a New World: Social Media and Web Communications
 
Fake News Lesson Plan
Fake News Lesson PlanFake News Lesson Plan
Fake News Lesson Plan
 
Congreso Internacional Formacion Madrid 2012
Congreso Internacional Formacion Madrid 2012Congreso Internacional Formacion Madrid 2012
Congreso Internacional Formacion Madrid 2012
 
New Librarians: This is your time
New Librarians: This is your timeNew Librarians: This is your time
New Librarians: This is your time
 
Future of education late 2016
Future of education late 2016Future of education late 2016
Future of education late 2016
 
Carrying the Banner: Reinventing News on Your University Website
Carrying the Banner: Reinventing News on Your University WebsiteCarrying the Banner: Reinventing News on Your University Website
Carrying the Banner: Reinventing News on Your University Website
 
Social Media: The Misunderstood Teenager
Social Media: The Misunderstood TeenagerSocial Media: The Misunderstood Teenager
Social Media: The Misunderstood Teenager
 
Focusing on European citizens and the impact of Open Access monographs for them
Focusing on European citizens and the impact of Open Access monographs for themFocusing on European citizens and the impact of Open Access monographs for them
Focusing on European citizens and the impact of Open Access monographs for them
 
The 24th Thing
The 24th ThingThe 24th Thing
The 24th Thing
 
S tilley slideshow
S tilley slideshowS tilley slideshow
S tilley slideshow
 
A Mixed Methods Look at Self-Directed Online Learning: MOOCs, Open Educatio...
A Mixed Methods Look at Self-Directed Online Learning: MOOCs, Open Educatio...A Mixed Methods Look at Self-Directed Online Learning: MOOCs, Open Educatio...
A Mixed Methods Look at Self-Directed Online Learning: MOOCs, Open Educatio...
 

Mehr von Paul Bradshaw

Mehr von Paul Bradshaw (20)

How to work with a bullshitting robot
How to work with a bullshitting robotHow to work with a bullshitting robot
How to work with a bullshitting robot
 
How to generate a 100+ page website using parameterisation in R
How to generate a 100+ page website using parameterisation in RHow to generate a 100+ page website using parameterisation in R
How to generate a 100+ page website using parameterisation in R
 
ChatGPT (and generative AI) in journalism
ChatGPT (and generative AI) in journalismChatGPT (and generative AI) in journalism
ChatGPT (and generative AI) in journalism
 
Data journalism: history and roles
Data journalism: history and rolesData journalism: history and roles
Data journalism: history and roles
 
Working on data stories: different approaches
Working on data stories: different approachesWorking on data stories: different approaches
Working on data stories: different approaches
 
Visual journalism: gifs, emoji, memes and other techniques
Visual journalism: gifs, emoji, memes and other techniquesVisual journalism: gifs, emoji, memes and other techniques
Visual journalism: gifs, emoji, memes and other techniques
 
Using narrative structures in shortform and longform journalism
Using narrative structures in shortform and longform journalismUsing narrative structures in shortform and longform journalism
Using narrative structures in shortform and longform journalism
 
Narrative and multiplatform journalism (part 1)
Narrative and multiplatform journalism (part 1)Narrative and multiplatform journalism (part 1)
Narrative and multiplatform journalism (part 1)
 
Data journalism on the air: 3 tips
Data journalism on the air: 3 tipsData journalism on the air: 3 tips
Data journalism on the air: 3 tips
 
7 angles for data stories
7 angles for data stories7 angles for data stories
7 angles for data stories
 
Uncertain times, stories of uncertainty
Uncertain times, stories of uncertaintyUncertain times, stories of uncertainty
Uncertain times, stories of uncertainty
 
Ergodic education (online teaching and interactivity)
Ergodic education (online teaching and interactivity)Ergodic education (online teaching and interactivity)
Ergodic education (online teaching and interactivity)
 
Cognitive bias: a quick guide for journalists
Cognitive bias: a quick guide for journalistsCognitive bias: a quick guide for journalists
Cognitive bias: a quick guide for journalists
 
The 3 chords of data journalism
The 3 chords of data journalismThe 3 chords of data journalism
The 3 chords of data journalism
 
Data journalism: what it is, how to use data for stories
Data journalism: what it is, how to use data for storiesData journalism: what it is, how to use data for stories
Data journalism: what it is, how to use data for stories
 
Teaching AI in data journalism
Teaching AI in data journalismTeaching AI in data journalism
Teaching AI in data journalism
 
10 ways AI can be used for investigations
10 ways AI can be used for investigations10 ways AI can be used for investigations
10 ways AI can be used for investigations
 
Open Data Utopia? (SciCAR 19)
Open Data Utopia? (SciCAR 19)Open Data Utopia? (SciCAR 19)
Open Data Utopia? (SciCAR 19)
 
Scraping for journalists - ideas, concepts and tips (CIJ Summer School 2019)
Scraping for journalists - ideas, concepts and tips (CIJ Summer School 2019)Scraping for journalists - ideas, concepts and tips (CIJ Summer School 2019)
Scraping for journalists - ideas, concepts and tips (CIJ Summer School 2019)
 
Scraping in 60 minutes (CIJ Summer School 2019)
Scraping in 60 minutes (CIJ Summer School 2019)Scraping in 60 minutes (CIJ Summer School 2019)
Scraping in 60 minutes (CIJ Summer School 2019)
 

Kürzlich hochgeladen

The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptx
heathfieldcps1
 
Spellings Wk 3 English CAPS CARES Please Practise
Spellings Wk 3 English CAPS CARES Please PractiseSpellings Wk 3 English CAPS CARES Please Practise
Spellings Wk 3 English CAPS CARES Please Practise
AnaAcapella
 

Kürzlich hochgeladen (20)

How to setup Pycharm environment for Odoo 17.pptx
How to setup Pycharm environment for Odoo 17.pptxHow to setup Pycharm environment for Odoo 17.pptx
How to setup Pycharm environment for Odoo 17.pptx
 
The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptx
 
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
 
Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibit
 
Single or Multiple melodic lines structure
Single or Multiple melodic lines structureSingle or Multiple melodic lines structure
Single or Multiple melodic lines structure
 
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptxHMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
 
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdfUGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
 
FSB Advising Checklist - Orientation 2024
FSB Advising Checklist - Orientation 2024FSB Advising Checklist - Orientation 2024
FSB Advising Checklist - Orientation 2024
 
SOC 101 Demonstration of Learning Presentation
SOC 101 Demonstration of Learning PresentationSOC 101 Demonstration of Learning Presentation
SOC 101 Demonstration of Learning Presentation
 
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The Basics
 
General Principles of Intellectual Property: Concepts of Intellectual Proper...
General Principles of Intellectual Property: Concepts of Intellectual  Proper...General Principles of Intellectual Property: Concepts of Intellectual  Proper...
General Principles of Intellectual Property: Concepts of Intellectual Proper...
 
ICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptxICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptx
 
Google Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptxGoogle Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptx
 
Understanding Accommodations and Modifications
Understanding  Accommodations and ModificationsUnderstanding  Accommodations and Modifications
Understanding Accommodations and Modifications
 
Spellings Wk 3 English CAPS CARES Please Practise
Spellings Wk 3 English CAPS CARES Please PractiseSpellings Wk 3 English CAPS CARES Please Practise
Spellings Wk 3 English CAPS CARES Please Practise
 
Wellbeing inclusion and digital dystopias.pptx
Wellbeing inclusion and digital dystopias.pptxWellbeing inclusion and digital dystopias.pptx
Wellbeing inclusion and digital dystopias.pptx
 
Fostering Friendships - Enhancing Social Bonds in the Classroom
Fostering Friendships - Enhancing Social Bonds  in the ClassroomFostering Friendships - Enhancing Social Bonds  in the Classroom
Fostering Friendships - Enhancing Social Bonds in the Classroom
 
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptxHMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
 
Graduate Outcomes Presentation Slides - English
Graduate Outcomes Presentation Slides - EnglishGraduate Outcomes Presentation Slides - English
Graduate Outcomes Presentation Slides - English
 

Data journalism: are you a unicorn or a racehorse?