SlideShare a Scribd company logo
1 of 29
Data Mining en Data Driven Story Telling Computer Assisted Research and Reporting Peter Verweij School of Journalism Utrecht The Netherlands
Wikileaks ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Nick Davies ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Nick Davies 2 ,[object Object],[object Object],[object Object],[object Object],[object Object]
Verkeersongelukken in Utrecht
Some classical US examples ,[object Object],[object Object],[object Object],[object Object]
What’s in a name? ,[object Object],[object Object],[object Object],[object Object]
Some other examples ,[object Object],[object Object],[object Object],[object Object],[object Object]
World Food Prices ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Examples
How to follow the story about food prices on the web? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
What has been changed in reporting? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
What has been changed in reporting? (2) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
New tools ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Maps masups ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
 
Verkiezingen   1998/2003   Grootste partij per gemeente www.nederlandkiest.nl
Gemeente data ,[object Object],[object Object],[object Object],[object Object]
 
What can we do with these tools? ,[object Object],[object Object],[object Object],[object Object],[object Object]
What is the objective? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Other techniques ,[object Object],[object Object],[object Object],[object Object]
Overzicht uit NRC
Netwerken in journalistiek 2 Jury Lidmaatschap Literaire Prijzen
Twitter netwerken tussen politici en journalisten More
Other techniques 2 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
 

More Related Content

What's hot

EDF2012 Rufus Pollock - Open Data. Where we are where we are going
EDF2012  Rufus Pollock - Open Data. Where we are where we are goingEDF2012  Rufus Pollock - Open Data. Where we are where we are going
EDF2012 Rufus Pollock - Open Data. Where we are where we are going
European Data Forum
 

What's hot (20)

Data Journalism Workshop - Prague
Data Journalism Workshop - PragueData Journalism Workshop - Prague
Data Journalism Workshop - Prague
 
Big Data and the Social Sciences
Big Data and the Social SciencesBig Data and the Social Sciences
Big Data and the Social Sciences
 
Data-driven journalism: What is there to learn? (Stanford, June 2010) #ddj
Data-driven journalism: What is there to learn? (Stanford, June 2010) #ddjData-driven journalism: What is there to learn? (Stanford, June 2010) #ddj
Data-driven journalism: What is there to learn? (Stanford, June 2010) #ddj
 
IRE "Better Watchdog" workshop presentation "Data: Now I've got it, what do I...
IRE "Better Watchdog" workshop presentation "Data: Now I've got it, what do I...IRE "Better Watchdog" workshop presentation "Data: Now I've got it, what do I...
IRE "Better Watchdog" workshop presentation "Data: Now I've got it, what do I...
 
EDF2012 Rufus Pollock - Open Data. Where we are where we are going
EDF2012  Rufus Pollock - Open Data. Where we are where we are goingEDF2012  Rufus Pollock - Open Data. Where we are where we are going
EDF2012 Rufus Pollock - Open Data. Where we are where we are going
 
Open Data Sources for Grants
Open Data Sources for GrantsOpen Data Sources for Grants
Open Data Sources for Grants
 
It’s the people’s data presentation april 2015
It’s the people’s data presentation april 2015It’s the people’s data presentation april 2015
It’s the people’s data presentation april 2015
 
Teaching AI in data journalism
Teaching AI in data journalismTeaching AI in data journalism
Teaching AI in data journalism
 
data history / data science @ NYT
data history / data science @ NYTdata history / data science @ NYT
data history / data science @ NYT
 
How news organizations are using data to tell
How news organizations are using data to tellHow news organizations are using data to tell
How news organizations are using data to tell
 
Estudio data journalism-in-2017 - google
Estudio data journalism-in-2017 - googleEstudio data journalism-in-2017 - google
Estudio data journalism-in-2017 - google
 
ASOCEU - Lesson 1 - How Public Authority publishes data
ASOCEU - Lesson 1 - How Public Authority publishes dataASOCEU - Lesson 1 - How Public Authority publishes data
ASOCEU - Lesson 1 - How Public Authority publishes data
 
data science history / data science @ NYT
data science history / data science @ NYTdata science history / data science @ NYT
data science history / data science @ NYT
 
intro data science at NYT 2015-01-22
intro data science at NYT 2015-01-22intro data science at NYT 2015-01-22
intro data science at NYT 2015-01-22
 
Benefits of big data
Benefits of big dataBenefits of big data
Benefits of big data
 
Marianne Bouchart – Telling stories with data
Marianne Bouchart – Telling stories with data Marianne Bouchart – Telling stories with data
Marianne Bouchart – Telling stories with data
 
El periodismo de datos en 2017
El periodismo de datos en 2017El periodismo de datos en 2017
El periodismo de datos en 2017
 
Web Data Extraction: A Crash Course
Web Data Extraction: A Crash CourseWeb Data Extraction: A Crash Course
Web Data Extraction: A Crash Course
 
Fairhair.ai – alan turing institute june '17 (public)
Fairhair.ai – alan turing institute june '17 (public)Fairhair.ai – alan turing institute june '17 (public)
Fairhair.ai – alan turing institute june '17 (public)
 
Farirhair.ai: AI platform to mine competitive intelligence from billions of u...
Farirhair.ai: AI platform to mine competitive intelligence from billions of u...Farirhair.ai: AI platform to mine competitive intelligence from billions of u...
Farirhair.ai: AI platform to mine competitive intelligence from billions of u...
 

Viewers also liked

Recruiting Slide Linked In
Recruiting Slide   Linked InRecruiting Slide   Linked In
Recruiting Slide Linked In
ua131313
 
21 قانون للقيادة
21 قانون للقيادة21 قانون للقيادة
21 قانون للقيادة
agyalacademy
 

Viewers also liked (9)

Report of the parliamentary select committee on the decline of the kenya shil...
Report of the parliamentary select committee on the decline of the kenya shil...Report of the parliamentary select committee on the decline of the kenya shil...
Report of the parliamentary select committee on the decline of the kenya shil...
 
Clearent
ClearentClearent
Clearent
 
Internetdagarna 24 november 2014 - Datajournalistik baserade på öppna data
Internetdagarna 24 november 2014  - Datajournalistik baserade på öppna dataInternetdagarna 24 november 2014  - Datajournalistik baserade på öppna data
Internetdagarna 24 november 2014 - Datajournalistik baserade på öppna data
 
Utmaningar och möjligheter med undersökningar på SVT Nyheter
Utmaningar och möjligheter med undersökningar på SVT NyheterUtmaningar och möjligheter med undersökningar på SVT Nyheter
Utmaningar och möjligheter med undersökningar på SVT Nyheter
 
Data journalism at SVT
Data journalism at SVT Data journalism at SVT
Data journalism at SVT
 
Recruiting Slide Linked In
Recruiting Slide   Linked InRecruiting Slide   Linked In
Recruiting Slide Linked In
 
{Case Study} Influence-Driven Content Marketing
{Case Study} Influence-Driven Content Marketing{Case Study} Influence-Driven Content Marketing
{Case Study} Influence-Driven Content Marketing
 
Turn to datadriven: the first 6 months
Turn to datadriven: the first 6 monthsTurn to datadriven: the first 6 months
Turn to datadriven: the first 6 months
 
21 قانون للقيادة
21 قانون للقيادة21 قانون للقيادة
21 قانون للقيادة
 

Similar to Computer assisted research and reporting

open-data-presentation.pptx
open-data-presentation.pptxopen-data-presentation.pptx
open-data-presentation.pptx
DennicaRivera
 
Mac201 data journalism lecture
Mac201 data journalism lectureMac201 data journalism lecture
Mac201 data journalism lecture
Rob Jewitt
 

Similar to Computer assisted research and reporting (20)

data, big data, open data
data, big data, open datadata, big data, open data
data, big data, open data
 
Data Journalism: chapter from Online Journalism Handbook first edition
Data Journalism: chapter from Online Journalism Handbook first editionData Journalism: chapter from Online Journalism Handbook first edition
Data Journalism: chapter from Online Journalism Handbook first edition
 
J O U R 3340 Oct 1 Online Journalism
J O U R 3340   Oct 1    Online JournalismJ O U R 3340   Oct 1    Online Journalism
J O U R 3340 Oct 1 Online Journalism
 
It's not the documents; it's the DATA
It's not the documents; it's the DATAIt's not the documents; it's the DATA
It's not the documents; it's the DATA
 
Towards a More Open World
Towards a More Open WorldTowards a More Open World
Towards a More Open World
 
Data-driven journalism (GIJC, Geneva April 2010) #ddj
Data-driven journalism (GIJC, Geneva April 2010) #ddjData-driven journalism (GIJC, Geneva April 2010) #ddj
Data-driven journalism (GIJC, Geneva April 2010) #ddj
 
Data Science Innovations : Democratisation of Data and Data Science
Data Science Innovations : Democratisation of Data and Data Science  Data Science Innovations : Democratisation of Data and Data Science
Data Science Innovations : Democratisation of Data and Data Science
 
Ws2011 giovannini
Ws2011 giovanniniWs2011 giovannini
Ws2011 giovannini
 
Data journalism Overview
Data journalism OverviewData journalism Overview
Data journalism Overview
 
Growth of Digital Reporting
Growth of Digital ReportingGrowth of Digital Reporting
Growth of Digital Reporting
 
Mac373 med312 data journalism lecture
Mac373 med312 data journalism lectureMac373 med312 data journalism lecture
Mac373 med312 data journalism lecture
 
Data Journalism 101: A Brief Survey
Data Journalism 101: A Brief SurveyData Journalism 101: A Brief Survey
Data Journalism 101: A Brief Survey
 
Data 2.0 - Harnessing New Data Visualization Tools CIL 2008
Data 2.0 - Harnessing New Data Visualization Tools CIL 2008Data 2.0 - Harnessing New Data Visualization Tools CIL 2008
Data 2.0 - Harnessing New Data Visualization Tools CIL 2008
 
Lovett Trends Presentation. From Web 2.0 to Web Squared? Telenor Fusion Advis...
Lovett Trends Presentation. From Web 2.0 to Web Squared? Telenor Fusion Advis...Lovett Trends Presentation. From Web 2.0 to Web Squared? Telenor Fusion Advis...
Lovett Trends Presentation. From Web 2.0 to Web Squared? Telenor Fusion Advis...
 
The power of Structured Journalism & Hacker Culture in NPR
The power of Structured Journalism & Hacker Culture in NPRThe power of Structured Journalism & Hacker Culture in NPR
The power of Structured Journalism & Hacker Culture in NPR
 
open-data-presentation.pptx
open-data-presentation.pptxopen-data-presentation.pptx
open-data-presentation.pptx
 
News transparency-flathead
News transparency-flatheadNews transparency-flathead
News transparency-flathead
 
Gov Transformation Through Public Data
Gov Transformation Through Public DataGov Transformation Through Public Data
Gov Transformation Through Public Data
 
Mac201 data journalism lecture
Mac201 data journalism lectureMac201 data journalism lecture
Mac201 data journalism lecture
 
The art and science of data-driven journalism
The art and science of data-driven journalism The art and science of data-driven journalism
The art and science of data-driven journalism
 

More from peterverweij

Re-Inventing Journalism. Lecture studenten journalistiek; Leuven
Re-Inventing Journalism. Lecture studenten journalistiek; LeuvenRe-Inventing Journalism. Lecture studenten journalistiek; Leuven
Re-Inventing Journalism. Lecture studenten journalistiek; Leuven
peterverweij
 
Data speaking thruth to power. Keynote at Highway Africa Conference 2013
Data speaking thruth to power. Keynote at Highway Africa Conference 2013Data speaking thruth to power. Keynote at Highway Africa Conference 2013
Data speaking thruth to power. Keynote at Highway Africa Conference 2013
peterverweij
 
Jay Rosen, What's Different about the Web. New York University; pressthink.or...
Jay Rosen, What's Different about the Web. New York University; pressthink.or...Jay Rosen, What's Different about the Web. New York University; pressthink.or...
Jay Rosen, What's Different about the Web. New York University; pressthink.or...
peterverweij
 
Datajournalistiek voor redacteuren van de telegraaf
Datajournalistiek voor redacteuren van de telegraafDatajournalistiek voor redacteuren van de telegraaf
Datajournalistiek voor redacteuren van de telegraaf
peterverweij
 
Datajournalistiek voor redacteuren van de persgroep
Datajournalistiek voor redacteuren van de persgroepDatajournalistiek voor redacteuren van de persgroep
Datajournalistiek voor redacteuren van de persgroep
peterverweij
 
Wits dataj intro_finance_2003
Wits dataj intro_finance_2003Wits dataj intro_finance_2003
Wits dataj intro_finance_2003
peterverweij
 
Social Network Analysis VVOJ
Social Network Analysis VVOJSocial Network Analysis VVOJ
Social Network Analysis VVOJ
peterverweij
 
Where are we going
Where are we goingWhere are we going
Where are we going
peterverweij
 
Velocity is the news and mobile is the
Velocity is the news and mobile is theVelocity is the news and mobile is the
Velocity is the news and mobile is the
peterverweij
 

More from peterverweij (20)

Running linux on android in virtual box
Running linux on android in virtual boxRunning linux on android in virtual box
Running linux on android in virtual box
 
Reinventing
ReinventingReinventing
Reinventing
 
Training
TrainingTraining
Training
 
Re-Inventing Journalism. Lecture studenten journalistiek; Leuven
Re-Inventing Journalism. Lecture studenten journalistiek; LeuvenRe-Inventing Journalism. Lecture studenten journalistiek; Leuven
Re-Inventing Journalism. Lecture studenten journalistiek; Leuven
 
Data speaking thruth to power. Keynote at Highway Africa Conference 2013
Data speaking thruth to power. Keynote at Highway Africa Conference 2013Data speaking thruth to power. Keynote at Highway Africa Conference 2013
Data speaking thruth to power. Keynote at Highway Africa Conference 2013
 
Jay Rosen, What's Different about the Web. New York University; pressthink.or...
Jay Rosen, What's Different about the Web. New York University; pressthink.or...Jay Rosen, What's Different about the Web. New York University; pressthink.or...
Jay Rosen, What's Different about the Web. New York University; pressthink.or...
 
Datajournalistiek voor redacteuren van de telegraaf
Datajournalistiek voor redacteuren van de telegraafDatajournalistiek voor redacteuren van de telegraaf
Datajournalistiek voor redacteuren van de telegraaf
 
Datajournalistiek voor redacteuren van de persgroep
Datajournalistiek voor redacteuren van de persgroepDatajournalistiek voor redacteuren van de persgroep
Datajournalistiek voor redacteuren van de persgroep
 
Wits dataj intro_finance_2003
Wits dataj intro_finance_2003Wits dataj intro_finance_2003
Wits dataj intro_finance_2003
 
Wits dj lecture
Wits dj  lectureWits dj  lecture
Wits dj lecture
 
Wits dataj intro
Wits dataj introWits dataj intro
Wits dataj intro
 
Datajournalistiek
DatajournalistiekDatajournalistiek
Datajournalistiek
 
Social Network Analysis VVOJ
Social Network Analysis VVOJSocial Network Analysis VVOJ
Social Network Analysis VVOJ
 
Power peter
Power peterPower peter
Power peter
 
Where are we going
Where are we goingWhere are we going
Where are we going
 
Uitnodiging def
Uitnodiging defUitnodiging def
Uitnodiging def
 
Twitter networks between reporters and politicians
Twitter networks between reporters and politicians Twitter networks between reporters and politicians
Twitter networks between reporters and politicians
 
Blogging
BloggingBlogging
Blogging
 
Rntc nov
Rntc novRntc nov
Rntc nov
 
Velocity is the news and mobile is the
Velocity is the news and mobile is theVelocity is the news and mobile is the
Velocity is the news and mobile is the
 

Recently uploaded

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
 
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
kauryashika82
 
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
 
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
 

Recently uploaded (20)

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
 
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
 
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
 
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
 
Measures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDMeasures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SD
 
Python Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docxPython Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docx
 
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
 
Application orientated numerical on hev.ppt
Application orientated numerical on hev.pptApplication orientated numerical on hev.ppt
Application orientated numerical on hev.ppt
 
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...
 
Class 11th Physics NEET formula sheet pdf
Class 11th Physics NEET formula sheet pdfClass 11th Physics NEET formula sheet pdf
Class 11th Physics NEET formula sheet pdf
 
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptxINDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
 
Energy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural Resources
Energy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural ResourcesEnergy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural Resources
Energy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural Resources
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The Basics
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdf
 
Unit-IV; Professional Sales Representative (PSR).pptx
Unit-IV; Professional Sales Representative (PSR).pptxUnit-IV; Professional Sales Representative (PSR).pptx
Unit-IV; Professional Sales Representative (PSR).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
 
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
 
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
 
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
 
Ecological Succession. ( ECOSYSTEM, B. Pharmacy, 1st Year, Sem-II, Environmen...
Ecological Succession. ( ECOSYSTEM, B. Pharmacy, 1st Year, Sem-II, Environmen...Ecological Succession. ( ECOSYSTEM, B. Pharmacy, 1st Year, Sem-II, Environmen...
Ecological Succession. ( ECOSYSTEM, B. Pharmacy, 1st Year, Sem-II, Environmen...
 

Computer assisted research and reporting

Editor's Notes

  1. Spreadsheet over asiel aanvragen naar nationaliteit; gebaseerd op CBS; toont aan het gemak van spreadsheets voor het maken van berekeningen en grafieken