SlideShare una empresa de Scribd logo
1 de 47
Descargar para leer sin conexión
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

Más contenido relacionado

La actualidad más candente

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
 

La actualidad más candente (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
 

Similar a 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
 

Similar a 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...
 

Más de Paul Bradshaw

Más de 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)
 

Último

Making and Justifying Mathematical Decisions.pdf
Making and Justifying Mathematical Decisions.pdfMaking and Justifying Mathematical Decisions.pdf
Making and Justifying Mathematical Decisions.pdf
Chris Hunter
 
Seal of Good Local Governance (SGLG) 2024Final.pptx
Seal of Good Local Governance (SGLG) 2024Final.pptxSeal of Good Local Governance (SGLG) 2024Final.pptx
Seal of Good Local Governance (SGLG) 2024Final.pptx
negromaestrong
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptx
heathfieldcps1
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdf
ciinovamais
 

Último (20)

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...
 
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
 
Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024
 
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...
 
On National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsOn National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan Fellows
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdf
 
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17  How to Extend Models Using Mixin ClassesMixin Classes in Odoo 17  How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
 
Food Chain and Food Web (Ecosystem) EVS, B. Pharmacy 1st Year, Sem-II
Food Chain and Food Web (Ecosystem) EVS, B. Pharmacy 1st Year, Sem-IIFood Chain and Food Web (Ecosystem) EVS, B. Pharmacy 1st Year, Sem-II
Food Chain and Food Web (Ecosystem) EVS, B. Pharmacy 1st Year, Sem-II
 
Asian American Pacific Islander Month DDSD 2024.pptx
Asian American Pacific Islander Month DDSD 2024.pptxAsian American Pacific Islander Month DDSD 2024.pptx
Asian American Pacific Islander Month DDSD 2024.pptx
 
Z Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphZ Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot Graph
 
Making and Justifying Mathematical Decisions.pdf
Making and Justifying Mathematical Decisions.pdfMaking and Justifying Mathematical Decisions.pdf
Making and Justifying Mathematical Decisions.pdf
 
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
 
Seal of Good Local Governance (SGLG) 2024Final.pptx
Seal of Good Local Governance (SGLG) 2024Final.pptxSeal of Good Local Governance (SGLG) 2024Final.pptx
Seal of Good Local Governance (SGLG) 2024Final.pptx
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introduction
 
Unit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxUnit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptx
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptx
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The Basics
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdf
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy Consulting
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and Mode
 

Data journalism: are you a unicorn or a racehorse?