SlideShare uma empresa Scribd logo
1 de 24
Data journalism

Why bits, bytes and stats are your
             friends
It’s nothing new




The Manchester Guardian 1821
Florence Nightingale – data journalist
Detroit 1967
Deprivation and Manchester rioters
How we’d look under AV
The War Logs – IED attacks
Go beyond obvious applications
• Sport – BBC’s Ollie Williams has done
  visualisations around events

• Fashion – I helped Grazia to track the spread
  of a social media campaign by Twitter scraping
Tools and ideas

GETTING STARTED
CAR vs Data journalism
• Computer-Assisted Reporting is an old school
  name for what is sometimes now called data
  journalism

• Data was in spreadsheets, databases and
  surveys
• Also social network analysis tools
Key things to note
• Not a quick process
• Too many numbers can confuse your audience

• Know your sources of data
• Check it back with the source
Some of the tools of the trade
•   Excel
•   Access
•   Many Eyes (wikified)
•   Wordle
•   Tableau
•   Google Fusion tables
•   Google docs spreadsheet
•   Yahoo pipes
•   Scraperwiki
Coding is becoming part of journalism
• Some journalists are learning Python, Django,
  or Ruby to analyse data

• But it doesn’t have to be difficult or hard to
  work with
Empty properties site:gov.uk filetype:xls

Bolton

Map it
Google Fusion tables
• Location, location, location

• The Lords
Some sites of interest
• Where does my money go
• Information is beautiful
• Guardian data blog
10 step plan

DATAMINER’S RECIPE FOR GETTING
STARTED
Former JOMEC broadcaster
Data mining and data journalism
Datamineruk’s
Top 10 Things for getting
       Started in
    Data Journalism
Data follows
@paulbradshaw - Paul’s list of Godlike Geniuses
@jamesrbuk
@StephenGrey
@DataMinerUK
@psychemedia
@Coneee
@clairemilleruk
@kevglobal
@bbcsport_ollie

Mais conteúdo relacionado

Destaque

Online, convergence and the many futures of journalism
Online, convergence and the many futures of journalismOnline, convergence and the many futures of journalism
Online, convergence and the many futures of journalism
Glyn Mottershead
 
Pmo Webinar Gerard Hill Adapted
Pmo Webinar Gerard Hill AdaptedPmo Webinar Gerard Hill Adapted
Pmo Webinar Gerard Hill Adapted
Rafael Esnarriaga
 

Destaque (16)

Socializing Teaching And Learning
Socializing Teaching And LearningSocializing Teaching And Learning
Socializing Teaching And Learning
 
Writing for the web
Writing for the webWriting for the web
Writing for the web
 
Resume
ResumeResume
Resume
 
Storytelling online
Storytelling onlineStorytelling online
Storytelling online
 
レシピ
レシピレシピ
レシピ
 
Online, convergence and the many futures of journalism
Online, convergence and the many futures of journalismOnline, convergence and the many futures of journalism
Online, convergence and the many futures of journalism
 
What’s in your BA Toolbox – Has User experience and Usability gone to the way...
What’s in your BA Toolbox – Has User experience and Usability gone to the way...What’s in your BA Toolbox – Has User experience and Usability gone to the way...
What’s in your BA Toolbox – Has User experience and Usability gone to the way...
 
A Traves de los años..
A Traves de los años..A Traves de los años..
A Traves de los años..
 
Pmo Webinar Gerard Hill Adapted
Pmo Webinar Gerard Hill AdaptedPmo Webinar Gerard Hill Adapted
Pmo Webinar Gerard Hill Adapted
 
Your story my story
Your story my storyYour story my story
Your story my story
 
Delegation
DelegationDelegation
Delegation
 
RETO OMNICHANNEL: RETAILING PARA EL SMARTSHOPPER
RETO OMNICHANNEL:  RETAILING PARA EL SMARTSHOPPERRETO OMNICHANNEL:  RETAILING PARA EL SMARTSHOPPER
RETO OMNICHANNEL: RETAILING PARA EL SMARTSHOPPER
 
Estudio Digital Signage 2016 Elogia IAB
Estudio Digital Signage 2016 Elogia IABEstudio Digital Signage 2016 Elogia IAB
Estudio Digital Signage 2016 Elogia IAB
 
An Introduction to Solr
An Introduction to SolrAn Introduction to Solr
An Introduction to Solr
 
Eurocham PSI seminar Hong Kong
Eurocham PSI seminar Hong KongEurocham PSI seminar Hong Kong
Eurocham PSI seminar Hong Kong
 
Can Cities Learn from Each Other? The Hong Kong- Malmö Sustainability Collabo...
Can Cities Learn from Each Other? The Hong Kong- Malmö Sustainability Collabo...Can Cities Learn from Each Other? The Hong Kong- Malmö Sustainability Collabo...
Can Cities Learn from Each Other? The Hong Kong- Malmö Sustainability Collabo...
 

Semelhante a Data journalism

Career in Data Science (July 2017, DTLA)
Career in Data Science (July 2017, DTLA)Career in Data Science (July 2017, DTLA)
Career in Data Science (July 2017, DTLA)
Thinkful
 
Big Data for Small Companies by Don Pierson
Big Data for Small Companies  by Don PiersonBig Data for Small Companies  by Don Pierson
Big Data for Small Companies by Don Pierson
PHX Startup Week
 
Code4 Media Presentation at Section 27 - 13 February 2013
Code4 Media Presentation at Section 27 - 13 February 2013Code4 Media Presentation at Section 27 - 13 February 2013
Code4 Media Presentation at Section 27 - 13 February 2013
Code for South Africa
 
Big Data basics-Unit-1.pptx
Big Data basics-Unit-1.pptxBig Data basics-Unit-1.pptx
Big Data basics-Unit-1.pptx
varun453331
 
open-data-presentation.pptx
open-data-presentation.pptxopen-data-presentation.pptx
open-data-presentation.pptx
DennicaRivera
 
Gold rushwriterspresentation 2013
Gold rushwriterspresentation 2013Gold rushwriterspresentation 2013
Gold rushwriterspresentation 2013
J T "Tom" Johnson
 

Semelhante a Data journalism (20)

Getting Started in Data Science
Getting Started in Data ScienceGetting Started in Data Science
Getting Started in Data Science
 
Big Data
Big DataBig Data
Big Data
 
Career in Data Science (July 2017, DTLA)
Career in Data Science (July 2017, DTLA)Career in Data Science (July 2017, DTLA)
Career in Data Science (July 2017, DTLA)
 
Big Data for Small Companies by Don Pierson
Big Data for Small Companies  by Don PiersonBig Data for Small Companies  by Don Pierson
Big Data for Small Companies by Don Pierson
 
Big data v4.0
Big data v4.0Big data v4.0
Big data v4.0
 
Code4 Media Presentation at Section 27 - 13 February 2013
Code4 Media Presentation at Section 27 - 13 February 2013Code4 Media Presentation at Section 27 - 13 February 2013
Code4 Media Presentation at Section 27 - 13 February 2013
 
Code4 Media Presentation at Section 27 - 13 February 2013
Code4 Media Presentation at Section 27 - 13 February 2013Code4 Media Presentation at Section 27 - 13 February 2013
Code4 Media Presentation at Section 27 - 13 February 2013
 
Getting started in Data Science (April 2017, Los Angeles)
Getting started in Data Science (April 2017, Los Angeles)Getting started in Data Science (April 2017, Los Angeles)
Getting started in Data Science (April 2017, Los Angeles)
 
Privacy, Ethics, and Future Uses of the Social Web
Privacy, Ethics, and Future Uses of the Social WebPrivacy, Ethics, and Future Uses of the Social Web
Privacy, Ethics, and Future Uses of the Social Web
 
Building Competitive Moats With Data
Building Competitive Moats With DataBuilding Competitive Moats With Data
Building Competitive Moats With Data
 
Big Data basics-Unit-1.pptx
Big Data basics-Unit-1.pptxBig Data basics-Unit-1.pptx
Big Data basics-Unit-1.pptx
 
Analytic Journalism: Digital Evolution in the Datasphere
Analytic Journalism: Digital Evolution in the DatasphereAnalytic Journalism: Digital Evolution in the Datasphere
Analytic Journalism: Digital Evolution in the Datasphere
 
Creating a social media presence
Creating a social media presenceCreating a social media presence
Creating a social media presence
 
Data Journalism for the Rest of Us: A Beginner's Guide--JACC State Convention...
Data Journalism for the Rest of Us: A Beginner's Guide--JACC State Convention...Data Journalism for the Rest of Us: A Beginner's Guide--JACC State Convention...
Data Journalism for the Rest of Us: A Beginner's Guide--JACC State Convention...
 
Big Data
Big DataBig Data
Big Data
 
open-data-presentation.pptx
open-data-presentation.pptxopen-data-presentation.pptx
open-data-presentation.pptx
 
Infoactive Hacks/Hackers presentation
Infoactive Hacks/Hackers presentationInfoactive Hacks/Hackers presentation
Infoactive Hacks/Hackers presentation
 
Gold rushwriterspresentation 2013
Gold rushwriterspresentation 2013Gold rushwriterspresentation 2013
Gold rushwriterspresentation 2013
 
Data Driven - The Ancestry Journey - 12-10-14
Data Driven - The Ancestry Journey - 12-10-14Data Driven - The Ancestry Journey - 12-10-14
Data Driven - The Ancestry Journey - 12-10-14
 
Social Media Dataset
Social Media DatasetSocial Media Dataset
Social Media Dataset
 

Último

1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
QucHHunhnh
 
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 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptx
heathfieldcps1
 

Último (20)

ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.
 
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...
 
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...
 
Understanding Accommodations and Modifications
Understanding  Accommodations and ModificationsUnderstanding  Accommodations and Modifications
Understanding Accommodations and Modifications
 
SKILL OF INTRODUCING THE LESSON MICRO SKILLS.pptx
SKILL OF INTRODUCING THE LESSON MICRO SKILLS.pptxSKILL OF INTRODUCING THE LESSON MICRO SKILLS.pptx
SKILL OF INTRODUCING THE LESSON MICRO SKILLS.pptx
 
Application orientated numerical on hev.ppt
Application orientated numerical on hev.pptApplication orientated numerical on hev.ppt
Application orientated numerical on hev.ppt
 
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
 
How to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POSHow to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POS
 
How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17
 
This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdf
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
 
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
 
Micro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfMicro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdf
 
psychiatric nursing HISTORY COLLECTION .docx
psychiatric  nursing HISTORY  COLLECTION  .docxpsychiatric  nursing HISTORY  COLLECTION  .docx
psychiatric nursing HISTORY COLLECTION .docx
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introduction
 
Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibit
 
Magic bus Group work1and 2 (Team 3).pptx
Magic bus Group work1and 2 (Team 3).pptxMagic bus Group work1and 2 (Team 3).pptx
Magic bus Group work1and 2 (Team 3).pptx
 
PROCESS RECORDING FORMAT.docx
PROCESS      RECORDING        FORMAT.docxPROCESS      RECORDING        FORMAT.docx
PROCESS RECORDING FORMAT.docx
 
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
 

Data journalism

Notas do Editor

  1. Philip Meyer The Detroit Free Press and the Detroit News threw every resource they had into covering the uprising. And as the disturbance died down, journalists and commentators, most of them white, struggled to understand who the rioters were and why they had taken to the streets. One theory was that those who looted and burned buildings were on the bottom rung of society—riff raff with no money and no education. A second theory speculated that rioters were recent arrivals from the South who had failed to assimilate and were venting their frustrations on the city.But for many, those theories rang false.A survey had been done following the 1965 Watts riots. Meyer approached Nathan Caplan, a friend from graduate school at the University of Michigan in Ann Arbor. They both had a similar idea to see if a survey similar to the one done after Watts could be done in Detroit. One challenge was that the Watts study took two years, but Meyer wanted it done in three weeks. The ISR has an article that looks at the process in great depth, and what is clear is that the study of the 1967 Detroit riots and the journalism that followed had a lot of support not only from the newspapers but from the university, government and local foundations. They recruited and trained 30 teachers to conduct the surveys, drew up a random sample and interviewed 437 black residents.The survey debunked a number of theories put forward to explain the violence.One theory was that the rioters were poor and uneducated. No, the survey found otherwise. ¨There was no correlation between economic status and participation in the disturbance. College-educated residents were as likely as high school dropouts to have taken part.¨Another theory laid the blame at recent arrivals from the south who had little connections to the community. That theory was also wrong. ¨Recent immigrants from the South had not played a major role; in fact, Northerners were three times as likely to have rioted.¨ 
  2. Red - 5 to 15 social houses per 100 households, orange 15 to 25, yellow 25 to 35, green 35 to 45 and blue 45 to 55Read More http://www.walesonline.co.uk/news/datastore/local-authorities/2011/11/20/data-social-housing-stock-91466-29810079/#ixzz1ecDUnuAd