SlideShare a Scribd company logo
1 of 21
Mapping Online Publics on Twitter Axel Bruns and Jean Burgess ARC Centre of Excellence for Creative Industries and Innovation Queensland University of Technology Brisbane, Australia a.bruns / je.burgess@qut.edu.au @snurb_dot_info / @jeanburgess http://mappingonlinepublics.net/
Social Media Research in the CCI ARC Centre of Excellence for Creative Industries & Innovation (national, based at QUT) Project: Media Ecologies & Methodological Innovation With Journalism & Media Research Centre (JMRC) @ UNSW Aims to implement new methods to understand the changing media environment; Focusing on the relationship between social media and traditional media and communication platforms; Combining large-scale computer-assisted techniques with qualitative social research and close textual analysis Focus on Crisis Communication Natural disasters Other ‘acute events’
New Media and Public Communication: Mapping Australian User-Created Content in Online Social Networks Bruns, Burgess, Kirchhoff & Nicolai http://mappingonlinepublics.net/ Australian Research Council (ARC): Discovery Project (2010-13) – $410,000 QUT (Brisbane), Sociomantic Labs (Berlin) First comprehensive study of Australian social media use. Computer-assisted cultural analysis: tracking, mapping, analysing blogs, twitter, flickr, youtube as ‘networked publics’ Builds on previous work of the research team (UCC, YouTube, blogosphere mapping) Advances beyond established approaches - beyond political blogospheres, beyond snapshots Addressing the problem of scale (‘Big Data’) and disciplinary change in media, cultural and communication studies.
#hashtags on Twitter Hashtag =‘#’ + alphanumeric characters:  Automatic tracking & aggregation of a topic, represented with a hyperlink Originally a (lead) user innovation, later integrated into platform Simple, adaptive and generative Can coordinate, render visible, and constitute publics
#hashtag Publics Publics:  Attend to matters of shared concern with some level of co-awareness Varied in intensity and temporality Emergent, constituted via discourse & affect  #hashtag publics: Not all hashtags constitute publics; Twitter doesn’t ‘contain’ publics What are the various patterns in the dynamics of different hashtag-based publics? What might account for these differences?
Data Gathering yourTwapperkeeper: API-based data capture Data Processing Gawk – open source, multiplatform, programmable command-line tool for processing CSV documents Textual Analysis Leximancer – commercial (University of Queensland), multiplatform: extracts key concepts from large corpora of text, examines and visualises concept co-occurrence WordStat – commercial, PC-only text analysis tool; generates concept co-occurrence data that can be exported for visualisation Visualisation Gephi – open source, multiplatform network visualisation tool Tools for Researching Twitter
#ausvotes (July-Aug. 2010)
#royalwedding (29 Apr. 2011)
#eqnz (Feb./Mar. 2011)
#qldfloods: @QPSmedia (Jan. 2011)
#ausvotes: Leaders
#ausvotes: Themes
#spill (23 June 2010)
#GoBackSBS (June/July 2011)
Comparative Metrics
Towards a Typology of Twitter Uses How are hashtags used (during acute events)? Gatewatching:  Finding and sharing information about breaking news (before the mainstream media do?) Ad hoc publics: many URLs, many retweets (even unedited) Audiencing: Shared experience of major (foreseen) events Imagined community of fellow participants: few URLs, limited retweeting What other uses are there? Continuing discussions (#auspol, #bundesliga, …) Memes (#ghettohurricanenames, …) Emotive hashtags (#fail, #win, #headdesk, …) What about keywords?
Beyond Hashtags Publics on Twitter: Micro:	@reply and retweet conversations Meso:	hashtag ‘communities’ Macro:	follower/followee networks  Multiple overlapping publics / networks What drives their formation and dissipation? How do they interact and interweave? How are they interleaved with the wider media ecology? Twitter doesn’t contain publics: publics transcend Twitter
Understanding Australian Twitter Use What is the Australian Twitteruserbase? Large-scale snowballing project Starting from selected hashtag communities (e.g. #ausvotes, #qldfloods, #masterchef) Identifying participating users, testing for ‘Australianness’: Timezone setting, location information, profile information Retrieving follower/followee information for each account (very slow) Progress update: ~550,000 Australian users identified so far
The Australian Twittersphere Follower/followee network:~150,000 Australian Twitter users(of ~550,000 known accounts so far) colour = outdegree, size = indegree
The Australian Twittersphere
http://mappingonlinepublics.net/ @snurb_dot_info @jeanburgess

More Related Content

What's hot

One Day in the Life of a National Twittersphere
One Day in the Life of a National TwittersphereOne Day in the Life of a National Twittersphere
One Day in the Life of a National TwittersphereAxel Bruns
 
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 2015J T "Tom" Johnson
 
From Geographic Location to Network Location: The Potential of Big Social Data
From Geographic Location to Network Location: The Potential of Big Social DataFrom Geographic Location to Network Location: The Potential of Big Social Data
From Geographic Location to Network Location: The Potential of Big Social DataAxel Bruns
 
Building Data-centric Media Organizations
Building Data-centric Media OrganizationsBuilding Data-centric Media Organizations
Building Data-centric Media OrganizationsJ T "Tom" Johnson
 
Gatewatching Revisited: News Curation in the Social Media Age
Gatewatching Revisited: News Curation in the Social Media AgeGatewatching Revisited: News Curation in the Social Media Age
Gatewatching Revisited: News Curation in the Social Media AgeAxel Bruns
 
Social Media in Australia: A ‘Big Data’ Perspective on Twitter
Social Media in Australia: A ‘Big Data’ Perspective on TwitterSocial Media in Australia: A ‘Big Data’ Perspective on Twitter
Social Media in Australia: A ‘Big Data’ Perspective on TwitterAxel Bruns
 
Political Uses of Social Media
Political Uses of Social MediaPolitical Uses of Social Media
Political Uses of Social MediaAxel Bruns
 
Social Media in Times of Crisis: The Australian Perspective
Social Media in Times of Crisis: The Australian PerspectiveSocial Media in Times of Crisis: The Australian Perspective
Social Media in Times of Crisis: The Australian PerspectiveAxel Bruns
 
Mapping Movements: Social movement research and big data: critiques and alter...
Mapping Movements: Social movement research and big data: critiques and alter...Mapping Movements: Social movement research and big data: critiques and alter...
Mapping Movements: Social movement research and big data: critiques and alter...Tim Highfield
 
Data journalism presentation
Data journalism presentationData journalism presentation
Data journalism presentationKwami Ahiabenu,II
 
Mapping Online Publics: Researching the Uses of Twitter
Mapping Online Publics: Researching the Uses of TwitterMapping Online Publics: Researching the Uses of Twitter
Mapping Online Publics: Researching the Uses of TwitterAxel Bruns
 
What Actor-Network Theory (ANT) and digital methods can do for data journalis...
What Actor-Network Theory (ANT) and digital methods can do for data journalis...What Actor-Network Theory (ANT) and digital methods can do for data journalis...
What Actor-Network Theory (ANT) and digital methods can do for data journalis...Liliana Bounegru
 
Doing Social and Political Research in a Digital Age: An Introduction to Digi...
Doing Social and Political Research in a Digital Age: An Introduction to Digi...Doing Social and Political Research in a Digital Age: An Introduction to Digi...
Doing Social and Political Research in a Digital Age: An Introduction to Digi...Liliana Bounegru
 
Greek independent media and the antifascist movement
Greek independent media and the antifascist movementGreek independent media and the antifascist movement
Greek independent media and the antifascist movementTim Highfield
 
The Use of Twitter Hashtags in the Formation of Ad Hoc Publics
The Use of Twitter Hashtags in the Formation of Ad Hoc PublicsThe Use of Twitter Hashtags in the Formation of Ad Hoc Publics
The Use of Twitter Hashtags in the Formation of Ad Hoc PublicsAxel Bruns
 
Mapping Issues with the Web: An Introduction to Digital Methods
Mapping Issues with the Web: An Introduction to Digital MethodsMapping Issues with the Web: An Introduction to Digital Methods
Mapping Issues with the Web: An Introduction to Digital MethodsJonathan Gray
 

What's hot (18)

One Day in the Life of a National Twittersphere
One Day in the Life of a National TwittersphereOne Day in the Life of a National Twittersphere
One Day in the Life of a National Twittersphere
 
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
 
From Geographic Location to Network Location: The Potential of Big Social Data
From Geographic Location to Network Location: The Potential of Big Social DataFrom Geographic Location to Network Location: The Potential of Big Social Data
From Geographic Location to Network Location: The Potential of Big Social Data
 
Building Data-centric Media Organizations
Building Data-centric Media OrganizationsBuilding Data-centric Media Organizations
Building Data-centric Media Organizations
 
Gatewatching Revisited: News Curation in the Social Media Age
Gatewatching Revisited: News Curation in the Social Media AgeGatewatching Revisited: News Curation in the Social Media Age
Gatewatching Revisited: News Curation in the Social Media Age
 
Social Media in Australia: A ‘Big Data’ Perspective on Twitter
Social Media in Australia: A ‘Big Data’ Perspective on TwitterSocial Media in Australia: A ‘Big Data’ Perspective on Twitter
Social Media in Australia: A ‘Big Data’ Perspective on Twitter
 
Political Uses of Social Media
Political Uses of Social MediaPolitical Uses of Social Media
Political Uses of Social Media
 
Data journalism
Data journalism Data journalism
Data journalism
 
Social Media in Times of Crisis: The Australian Perspective
Social Media in Times of Crisis: The Australian PerspectiveSocial Media in Times of Crisis: The Australian Perspective
Social Media in Times of Crisis: The Australian Perspective
 
How to get started with Data Journalism
How to get started with Data JournalismHow to get started with Data Journalism
How to get started with Data Journalism
 
Mapping Movements: Social movement research and big data: critiques and alter...
Mapping Movements: Social movement research and big data: critiques and alter...Mapping Movements: Social movement research and big data: critiques and alter...
Mapping Movements: Social movement research and big data: critiques and alter...
 
Data journalism presentation
Data journalism presentationData journalism presentation
Data journalism presentation
 
Mapping Online Publics: Researching the Uses of Twitter
Mapping Online Publics: Researching the Uses of TwitterMapping Online Publics: Researching the Uses of Twitter
Mapping Online Publics: Researching the Uses of Twitter
 
What Actor-Network Theory (ANT) and digital methods can do for data journalis...
What Actor-Network Theory (ANT) and digital methods can do for data journalis...What Actor-Network Theory (ANT) and digital methods can do for data journalis...
What Actor-Network Theory (ANT) and digital methods can do for data journalis...
 
Doing Social and Political Research in a Digital Age: An Introduction to Digi...
Doing Social and Political Research in a Digital Age: An Introduction to Digi...Doing Social and Political Research in a Digital Age: An Introduction to Digi...
Doing Social and Political Research in a Digital Age: An Introduction to Digi...
 
Greek independent media and the antifascist movement
Greek independent media and the antifascist movementGreek independent media and the antifascist movement
Greek independent media and the antifascist movement
 
The Use of Twitter Hashtags in the Formation of Ad Hoc Publics
The Use of Twitter Hashtags in the Formation of Ad Hoc PublicsThe Use of Twitter Hashtags in the Formation of Ad Hoc Publics
The Use of Twitter Hashtags in the Formation of Ad Hoc Publics
 
Mapping Issues with the Web: An Introduction to Digital Methods
Mapping Issues with the Web: An Introduction to Digital MethodsMapping Issues with the Web: An Introduction to Digital Methods
Mapping Issues with the Web: An Introduction to Digital Methods
 

Similar to Mapping Online Publics on Twitter

Tracing Publics in the Australian Blogosphere: New Methods for International ...
Tracing Publics in the Australian Blogosphere: New Methods for International ...Tracing Publics in the Australian Blogosphere: New Methods for International ...
Tracing Publics in the Australian Blogosphere: New Methods for International ...Jean Burgess
 
New Methodologies for Researching News Discussion on Twitter
New Methodologies for Researching News Discussion on TwitterNew Methodologies for Researching News Discussion on Twitter
New Methodologies for Researching News Discussion on TwitterAxel Bruns
 
Twitter, Public Communication and the Media Ecology: The Case of the Queensla...
Twitter, Public Communication and the Media Ecology: The Case of the Queensla...Twitter, Public Communication and the Media Ecology: The Case of the Queensla...
Twitter, Public Communication and the Media Ecology: The Case of the Queensla...Axel Bruns
 
VREs and Research Tools - supporting collaborative research
VREs and Research Tools - supporting collaborative researchVREs and Research Tools - supporting collaborative research
VREs and Research Tools - supporting collaborative researchChristopher Brown
 
WSI Stimulus Project: Centre for longitudinal studies of online citizen parti...
WSI Stimulus Project: Centre for longitudinal studies of online citizen parti...WSI Stimulus Project: Centre for longitudinal studies of online citizen parti...
WSI Stimulus Project: Centre for longitudinal studies of online citizen parti...Ramine Tinati
 
Data Science: History repeated? – The heritage of the Free and Open Source GI...
Data Science: History repeated? – The heritage of the Free and Open Source GI...Data Science: History repeated? – The heritage of the Free and Open Source GI...
Data Science: History repeated? – The heritage of the Free and Open Source GI...Peter Löwe
 
Digital Scholarly Communication @Claremont Colleges
Digital Scholarly Communication @Claremont CollegesDigital Scholarly Communication @Claremont Colleges
Digital Scholarly Communication @Claremont CollegesAshley Sanders, Ph.D.
 
ESWC 2015 - EU Networking Session
ESWC 2015 - EU Networking SessionESWC 2015 - EU Networking Session
ESWC 2015 - EU Networking SessionErik Mannens
 
eROSA Stakeholder WS1: Big Data and Open Science in agricultural and environm...
eROSA Stakeholder WS1: Big Data and Open Science in agricultural and environm...eROSA Stakeholder WS1: Big Data and Open Science in agricultural and environm...
eROSA Stakeholder WS1: Big Data and Open Science in agricultural and environm...e-ROSA
 
New Approaches to Large-Scale Social Media Analytics: Investigating Twitter i...
New Approaches to Large-Scale Social Media Analytics: Investigating Twitter i...New Approaches to Large-Scale Social Media Analytics: Investigating Twitter i...
New Approaches to Large-Scale Social Media Analytics: Investigating Twitter i...Axel Bruns
 
Sensors, Signals and Sense-making in Human-Energy Relationships
Sensors, Signals and Sense-making in Human-Energy RelationshipsSensors, Signals and Sense-making in Human-Energy Relationships
Sensors, Signals and Sense-making in Human-Energy RelationshipsMartha Russell
 
Digital research: Collections, data, tools and methods
Digital research: Collections, data, tools and methods Digital research: Collections, data, tools and methods
Digital research: Collections, data, tools and methods Stella Wisdom
 
Open science / open research
Open science / open researchOpen science / open research
Open science / open researchheila1
 
2013 Melbourne Software Freedom Day talk - FOSS in Public Decision Making
2013 Melbourne Software Freedom Day talk - FOSS in Public Decision Making2013 Melbourne Software Freedom Day talk - FOSS in Public Decision Making
2013 Melbourne Software Freedom Day talk - FOSS in Public Decision MakingPatrick Sunter
 
CCI Winter School Workshop on Digital Methods and Social Media Analytics
CCI Winter School Workshop on Digital Methods and Social Media AnalyticsCCI Winter School Workshop on Digital Methods and Social Media Analytics
CCI Winter School Workshop on Digital Methods and Social Media AnalyticsJean Burgess
 
CCI Winter School Social Media Presentation
CCI Winter School Social Media PresentationCCI Winter School Social Media Presentation
CCI Winter School Social Media PresentationDarryl Woodford
 
Ongoing activities october 15th 2010
Ongoing activities october 15th 2010Ongoing activities october 15th 2010
Ongoing activities october 15th 2010ictseserv
 
2011 odh webinar.nitle
2011 odh webinar.nitle2011 odh webinar.nitle
2011 odh webinar.nitleRebecca Davis
 
Mapping Online Publics: Understanding How Australians Use Social Media
Mapping Online Publics: Understanding How Australians Use Social MediaMapping Online Publics: Understanding How Australians Use Social Media
Mapping Online Publics: Understanding How Australians Use Social MediaAxel Bruns
 

Similar to Mapping Online Publics on Twitter (20)

Tracing Publics in the Australian Blogosphere: New Methods for International ...
Tracing Publics in the Australian Blogosphere: New Methods for International ...Tracing Publics in the Australian Blogosphere: New Methods for International ...
Tracing Publics in the Australian Blogosphere: New Methods for International ...
 
New Methodologies for Researching News Discussion on Twitter
New Methodologies for Researching News Discussion on TwitterNew Methodologies for Researching News Discussion on Twitter
New Methodologies for Researching News Discussion on Twitter
 
Twitter, Public Communication and the Media Ecology: The Case of the Queensla...
Twitter, Public Communication and the Media Ecology: The Case of the Queensla...Twitter, Public Communication and the Media Ecology: The Case of the Queensla...
Twitter, Public Communication and the Media Ecology: The Case of the Queensla...
 
VREs and Research Tools - supporting collaborative research
VREs and Research Tools - supporting collaborative researchVREs and Research Tools - supporting collaborative research
VREs and Research Tools - supporting collaborative research
 
WSI Stimulus Project: Centre for longitudinal studies of online citizen parti...
WSI Stimulus Project: Centre for longitudinal studies of online citizen parti...WSI Stimulus Project: Centre for longitudinal studies of online citizen parti...
WSI Stimulus Project: Centre for longitudinal studies of online citizen parti...
 
Data Science: History repeated? – The heritage of the Free and Open Source GI...
Data Science: History repeated? – The heritage of the Free and Open Source GI...Data Science: History repeated? – The heritage of the Free and Open Source GI...
Data Science: History repeated? – The heritage of the Free and Open Source GI...
 
Digital Scholarly Communication @Claremont Colleges
Digital Scholarly Communication @Claremont CollegesDigital Scholarly Communication @Claremont Colleges
Digital Scholarly Communication @Claremont Colleges
 
ESWC 2015 - EU Networking Session
ESWC 2015 - EU Networking SessionESWC 2015 - EU Networking Session
ESWC 2015 - EU Networking Session
 
eROSA Stakeholder WS1: Big Data and Open Science in agricultural and environm...
eROSA Stakeholder WS1: Big Data and Open Science in agricultural and environm...eROSA Stakeholder WS1: Big Data and Open Science in agricultural and environm...
eROSA Stakeholder WS1: Big Data and Open Science in agricultural and environm...
 
New Approaches to Large-Scale Social Media Analytics: Investigating Twitter i...
New Approaches to Large-Scale Social Media Analytics: Investigating Twitter i...New Approaches to Large-Scale Social Media Analytics: Investigating Twitter i...
New Approaches to Large-Scale Social Media Analytics: Investigating Twitter i...
 
Sensors, Signals and Sense-making in Human-Energy Relationships
Sensors, Signals and Sense-making in Human-Energy RelationshipsSensors, Signals and Sense-making in Human-Energy Relationships
Sensors, Signals and Sense-making in Human-Energy Relationships
 
Digital research: Collections, data, tools and methods
Digital research: Collections, data, tools and methods Digital research: Collections, data, tools and methods
Digital research: Collections, data, tools and methods
 
s00146-014-0549-4.pdf
s00146-014-0549-4.pdfs00146-014-0549-4.pdf
s00146-014-0549-4.pdf
 
Open science / open research
Open science / open researchOpen science / open research
Open science / open research
 
2013 Melbourne Software Freedom Day talk - FOSS in Public Decision Making
2013 Melbourne Software Freedom Day talk - FOSS in Public Decision Making2013 Melbourne Software Freedom Day talk - FOSS in Public Decision Making
2013 Melbourne Software Freedom Day talk - FOSS in Public Decision Making
 
CCI Winter School Workshop on Digital Methods and Social Media Analytics
CCI Winter School Workshop on Digital Methods and Social Media AnalyticsCCI Winter School Workshop on Digital Methods and Social Media Analytics
CCI Winter School Workshop on Digital Methods and Social Media Analytics
 
CCI Winter School Social Media Presentation
CCI Winter School Social Media PresentationCCI Winter School Social Media Presentation
CCI Winter School Social Media Presentation
 
Ongoing activities october 15th 2010
Ongoing activities october 15th 2010Ongoing activities october 15th 2010
Ongoing activities october 15th 2010
 
2011 odh webinar.nitle
2011 odh webinar.nitle2011 odh webinar.nitle
2011 odh webinar.nitle
 
Mapping Online Publics: Understanding How Australians Use Social Media
Mapping Online Publics: Understanding How Australians Use Social MediaMapping Online Publics: Understanding How Australians Use Social Media
Mapping Online Publics: Understanding How Australians Use Social Media
 

More from Axel Bruns

AI as Research Assistant: Upscaling Content Analysis to Identify Patterns of ...
AI as Research Assistant: Upscaling Content Analysis to Identify Patterns of ...AI as Research Assistant: Upscaling Content Analysis to Identify Patterns of ...
AI as Research Assistant: Upscaling Content Analysis to Identify Patterns of ...Axel Bruns
 
Dynamics of Destructive Polarisation in Mainstream and Social Media: The Case...
Dynamics of Destructive Polarisation in Mainstream and Social Media: The Case...Dynamics of Destructive Polarisation in Mainstream and Social Media: The Case...
Dynamics of Destructive Polarisation in Mainstream and Social Media: The Case...Axel Bruns
 
Identifying the Symptoms of Destructive Polarisation
Identifying the Symptoms of Destructive PolarisationIdentifying the Symptoms of Destructive Polarisation
Identifying the Symptoms of Destructive PolarisationAxel Bruns
 
Voices on the Voice Referendum: A Computational Analysis of News and Audience...
Voices on the Voice Referendum: A Computational Analysis of News and Audience...Voices on the Voice Referendum: A Computational Analysis of News and Audience...
Voices on the Voice Referendum: A Computational Analysis of News and Audience...Axel Bruns
 
What Is Lost When Twitter Is Lost? Reflections on the Impending Death of a Pl...
What Is Lost When Twitter Is Lost? Reflections on the Impending Death of a Pl...What Is Lost When Twitter Is Lost? Reflections on the Impending Death of a Pl...
What Is Lost When Twitter Is Lost? Reflections on the Impending Death of a Pl...Axel Bruns
 
What Is Lost When Twitter Is Lost? Reflections on the Impending Death of a Pl...
What Is Lost When Twitter Is Lost? Reflections on the Impending Death of a Pl...What Is Lost When Twitter Is Lost? Reflections on the Impending Death of a Pl...
What Is Lost When Twitter Is Lost? Reflections on the Impending Death of a Pl...Axel Bruns
 
Types of Polarisation and Their Operationalisation in Digital and Social Medi...
Types of Polarisation and Their Operationalisation in Digital and Social Medi...Types of Polarisation and Their Operationalisation in Digital and Social Medi...
Types of Polarisation and Their Operationalisation in Digital and Social Medi...Axel Bruns
 
News Sharing and Partisanship: Tracking News Outlet Repertoires on Twitter ov...
News Sharing and Partisanship: Tracking News Outlet Repertoires on Twitter ov...News Sharing and Partisanship: Tracking News Outlet Repertoires on Twitter ov...
News Sharing and Partisanship: Tracking News Outlet Repertoires on Twitter ov...Axel Bruns
 
Determining the Drivers and Dynamics of Partisanship and Polarisation in Onli...
Determining the Drivers and Dynamics of Partisanship and Polarisation in Onli...Determining the Drivers and Dynamics of Partisanship and Polarisation in Onli...
Determining the Drivers and Dynamics of Partisanship and Polarisation in Onli...Axel Bruns
 
Towards a New Empiricism: Polarisation across Four Dimensions
Towards a New Empiricism: Polarisation across Four DimensionsTowards a New Empiricism: Polarisation across Four Dimensions
Towards a New Empiricism: Polarisation across Four DimensionsAxel Bruns
 
The Anatomy of Virality: How COVID-19 Conspiracy Theories Spread across Socia...
The Anatomy of Virality: How COVID-19 Conspiracy Theories Spread across Socia...The Anatomy of Virality: How COVID-19 Conspiracy Theories Spread across Socia...
The Anatomy of Virality: How COVID-19 Conspiracy Theories Spread across Socia...Axel Bruns
 
A Platform Policy Implementation Audit of Actions against Russia’s State-Cont...
A Platform Policy Implementation Audit of Actions against Russia’s State-Cont...A Platform Policy Implementation Audit of Actions against Russia’s State-Cont...
A Platform Policy Implementation Audit of Actions against Russia’s State-Cont...Axel Bruns
 
Networks of Agonism and Antagonism: Polarised Discourses about COP26 (and COP...
Networks of Agonism and Antagonism: Polarised Discourses about COP26 (and COP...Networks of Agonism and Antagonism: Polarised Discourses about COP26 (and COP...
Networks of Agonism and Antagonism: Polarised Discourses about COP26 (and COP...Axel Bruns
 
The Filter in Our (?) Heads: Digital Media and Polarisation
The Filter in Our (?) Heads: Digital Media and PolarisationThe Filter in Our (?) Heads: Digital Media and Polarisation
The Filter in Our (?) Heads: Digital Media and PolarisationAxel Bruns
 
Gatewatching 5: Weaponising Newssharing: ‘Fake News’ and Other Malinformation
Gatewatching 5: Weaponising Newssharing: ‘Fake News’ and Other MalinformationGatewatching 5: Weaponising Newssharing: ‘Fake News’ and Other Malinformation
Gatewatching 5: Weaponising Newssharing: ‘Fake News’ and Other MalinformationAxel Bruns
 
Gatewatching 10: New(s) Publics in the Public Sphere
Gatewatching 10: New(s) Publics in the Public SphereGatewatching 10: New(s) Publics in the Public Sphere
Gatewatching 10: New(s) Publics in the Public SphereAxel Bruns
 
Gatewatching 4: Random Acts of Gatewatching: Everyday Newssharing Practices
Gatewatching 4: Random Acts of Gatewatching: Everyday Newssharing PracticesGatewatching 4: Random Acts of Gatewatching: Everyday Newssharing Practices
Gatewatching 4: Random Acts of Gatewatching: Everyday Newssharing PracticesAxel Bruns
 
Gatewatching 11: Echo Chambers? Filter Bubbles? Reviewing the Evidence
Gatewatching 11: Echo Chambers? Filter Bubbles? Reviewing the EvidenceGatewatching 11: Echo Chambers? Filter Bubbles? Reviewing the Evidence
Gatewatching 11: Echo Chambers? Filter Bubbles? Reviewing the EvidenceAxel Bruns
 
Gatewatching 1: Introduction: What’s So Different about Journalism Today?
Gatewatching 1: Introduction: What’s So Different about Journalism Today?Gatewatching 1: Introduction: What’s So Different about Journalism Today?
Gatewatching 1: Introduction: What’s So Different about Journalism Today?Axel Bruns
 
Gatewatching 8: Hybrid News Coverage: Liveblogs
Gatewatching 8: Hybrid News Coverage: LiveblogsGatewatching 8: Hybrid News Coverage: Liveblogs
Gatewatching 8: Hybrid News Coverage: LiveblogsAxel Bruns
 

More from Axel Bruns (20)

AI as Research Assistant: Upscaling Content Analysis to Identify Patterns of ...
AI as Research Assistant: Upscaling Content Analysis to Identify Patterns of ...AI as Research Assistant: Upscaling Content Analysis to Identify Patterns of ...
AI as Research Assistant: Upscaling Content Analysis to Identify Patterns of ...
 
Dynamics of Destructive Polarisation in Mainstream and Social Media: The Case...
Dynamics of Destructive Polarisation in Mainstream and Social Media: The Case...Dynamics of Destructive Polarisation in Mainstream and Social Media: The Case...
Dynamics of Destructive Polarisation in Mainstream and Social Media: The Case...
 
Identifying the Symptoms of Destructive Polarisation
Identifying the Symptoms of Destructive PolarisationIdentifying the Symptoms of Destructive Polarisation
Identifying the Symptoms of Destructive Polarisation
 
Voices on the Voice Referendum: A Computational Analysis of News and Audience...
Voices on the Voice Referendum: A Computational Analysis of News and Audience...Voices on the Voice Referendum: A Computational Analysis of News and Audience...
Voices on the Voice Referendum: A Computational Analysis of News and Audience...
 
What Is Lost When Twitter Is Lost? Reflections on the Impending Death of a Pl...
What Is Lost When Twitter Is Lost? Reflections on the Impending Death of a Pl...What Is Lost When Twitter Is Lost? Reflections on the Impending Death of a Pl...
What Is Lost When Twitter Is Lost? Reflections on the Impending Death of a Pl...
 
What Is Lost When Twitter Is Lost? Reflections on the Impending Death of a Pl...
What Is Lost When Twitter Is Lost? Reflections on the Impending Death of a Pl...What Is Lost When Twitter Is Lost? Reflections on the Impending Death of a Pl...
What Is Lost When Twitter Is Lost? Reflections on the Impending Death of a Pl...
 
Types of Polarisation and Their Operationalisation in Digital and Social Medi...
Types of Polarisation and Their Operationalisation in Digital and Social Medi...Types of Polarisation and Their Operationalisation in Digital and Social Medi...
Types of Polarisation and Their Operationalisation in Digital and Social Medi...
 
News Sharing and Partisanship: Tracking News Outlet Repertoires on Twitter ov...
News Sharing and Partisanship: Tracking News Outlet Repertoires on Twitter ov...News Sharing and Partisanship: Tracking News Outlet Repertoires on Twitter ov...
News Sharing and Partisanship: Tracking News Outlet Repertoires on Twitter ov...
 
Determining the Drivers and Dynamics of Partisanship and Polarisation in Onli...
Determining the Drivers and Dynamics of Partisanship and Polarisation in Onli...Determining the Drivers and Dynamics of Partisanship and Polarisation in Onli...
Determining the Drivers and Dynamics of Partisanship and Polarisation in Onli...
 
Towards a New Empiricism: Polarisation across Four Dimensions
Towards a New Empiricism: Polarisation across Four DimensionsTowards a New Empiricism: Polarisation across Four Dimensions
Towards a New Empiricism: Polarisation across Four Dimensions
 
The Anatomy of Virality: How COVID-19 Conspiracy Theories Spread across Socia...
The Anatomy of Virality: How COVID-19 Conspiracy Theories Spread across Socia...The Anatomy of Virality: How COVID-19 Conspiracy Theories Spread across Socia...
The Anatomy of Virality: How COVID-19 Conspiracy Theories Spread across Socia...
 
A Platform Policy Implementation Audit of Actions against Russia’s State-Cont...
A Platform Policy Implementation Audit of Actions against Russia’s State-Cont...A Platform Policy Implementation Audit of Actions against Russia’s State-Cont...
A Platform Policy Implementation Audit of Actions against Russia’s State-Cont...
 
Networks of Agonism and Antagonism: Polarised Discourses about COP26 (and COP...
Networks of Agonism and Antagonism: Polarised Discourses about COP26 (and COP...Networks of Agonism and Antagonism: Polarised Discourses about COP26 (and COP...
Networks of Agonism and Antagonism: Polarised Discourses about COP26 (and COP...
 
The Filter in Our (?) Heads: Digital Media and Polarisation
The Filter in Our (?) Heads: Digital Media and PolarisationThe Filter in Our (?) Heads: Digital Media and Polarisation
The Filter in Our (?) Heads: Digital Media and Polarisation
 
Gatewatching 5: Weaponising Newssharing: ‘Fake News’ and Other Malinformation
Gatewatching 5: Weaponising Newssharing: ‘Fake News’ and Other MalinformationGatewatching 5: Weaponising Newssharing: ‘Fake News’ and Other Malinformation
Gatewatching 5: Weaponising Newssharing: ‘Fake News’ and Other Malinformation
 
Gatewatching 10: New(s) Publics in the Public Sphere
Gatewatching 10: New(s) Publics in the Public SphereGatewatching 10: New(s) Publics in the Public Sphere
Gatewatching 10: New(s) Publics in the Public Sphere
 
Gatewatching 4: Random Acts of Gatewatching: Everyday Newssharing Practices
Gatewatching 4: Random Acts of Gatewatching: Everyday Newssharing PracticesGatewatching 4: Random Acts of Gatewatching: Everyday Newssharing Practices
Gatewatching 4: Random Acts of Gatewatching: Everyday Newssharing Practices
 
Gatewatching 11: Echo Chambers? Filter Bubbles? Reviewing the Evidence
Gatewatching 11: Echo Chambers? Filter Bubbles? Reviewing the EvidenceGatewatching 11: Echo Chambers? Filter Bubbles? Reviewing the Evidence
Gatewatching 11: Echo Chambers? Filter Bubbles? Reviewing the Evidence
 
Gatewatching 1: Introduction: What’s So Different about Journalism Today?
Gatewatching 1: Introduction: What’s So Different about Journalism Today?Gatewatching 1: Introduction: What’s So Different about Journalism Today?
Gatewatching 1: Introduction: What’s So Different about Journalism Today?
 
Gatewatching 8: Hybrid News Coverage: Liveblogs
Gatewatching 8: Hybrid News Coverage: LiveblogsGatewatching 8: Hybrid News Coverage: Liveblogs
Gatewatching 8: Hybrid News Coverage: Liveblogs
 

Recently uploaded

The byproduct of sericulture in different industries.pptx
The byproduct of sericulture in different industries.pptxThe byproduct of sericulture in different industries.pptx
The byproduct of sericulture in different industries.pptxShobhayan Kirtania
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactdawncurless
 
social pharmacy d-pharm 1st year by Pragati K. Mahajan
social pharmacy d-pharm 1st year by Pragati K. Mahajansocial pharmacy d-pharm 1st year by Pragati K. Mahajan
social pharmacy d-pharm 1st year by Pragati K. Mahajanpragatimahajan3
 
Interactive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationInteractive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationnomboosow
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13Steve Thomason
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformChameera Dedduwage
 
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 ModeThiyagu K
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactPECB
 
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 ConsultingTechSoup
 
APM Welcome, APM North West Network Conference, Synergies Across Sectors
APM Welcome, APM North West Network Conference, Synergies Across SectorsAPM Welcome, APM North West Network Conference, Synergies Across Sectors
APM Welcome, APM North West Network Conference, Synergies Across SectorsAssociation for Project Management
 
Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111Sapana Sha
 
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxSOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxiammrhaywood
 
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 GraphThiyagu K
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityGeoBlogs
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfJayanti Pande
 
Mastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionMastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionSafetyChain Software
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsTechSoup
 
Disha NEET Physics Guide for classes 11 and 12.pdf
Disha NEET Physics Guide for classes 11 and 12.pdfDisha NEET Physics Guide for classes 11 and 12.pdf
Disha NEET Physics Guide for classes 11 and 12.pdfchloefrazer622
 
9548086042 for call girls in Indira Nagar with room service
9548086042  for call girls in Indira Nagar  with room service9548086042  for call girls in Indira Nagar  with room service
9548086042 for call girls in Indira Nagar with room servicediscovermytutordmt
 

Recently uploaded (20)

The byproduct of sericulture in different industries.pptx
The byproduct of sericulture in different industries.pptxThe byproduct of sericulture in different industries.pptx
The byproduct of sericulture in different industries.pptx
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impact
 
social pharmacy d-pharm 1st year by Pragati K. Mahajan
social pharmacy d-pharm 1st year by Pragati K. Mahajansocial pharmacy d-pharm 1st year by Pragati K. Mahajan
social pharmacy d-pharm 1st year by Pragati K. Mahajan
 
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
 
Interactive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationInteractive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communication
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy Reform
 
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
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global Impact
 
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
 
APM Welcome, APM North West Network Conference, Synergies Across Sectors
APM Welcome, APM North West Network Conference, Synergies Across SectorsAPM Welcome, APM North West Network Conference, Synergies Across Sectors
APM Welcome, APM North West Network Conference, Synergies Across Sectors
 
Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111
 
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxSOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.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
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activity
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdf
 
Mastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionMastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory Inspection
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The Basics
 
Disha NEET Physics Guide for classes 11 and 12.pdf
Disha NEET Physics Guide for classes 11 and 12.pdfDisha NEET Physics Guide for classes 11 and 12.pdf
Disha NEET Physics Guide for classes 11 and 12.pdf
 
9548086042 for call girls in Indira Nagar with room service
9548086042  for call girls in Indira Nagar  with room service9548086042  for call girls in Indira Nagar  with room service
9548086042 for call girls in Indira Nagar with room service
 

Mapping Online Publics on Twitter

  • 1. Mapping Online Publics on Twitter Axel Bruns and Jean Burgess ARC Centre of Excellence for Creative Industries and Innovation Queensland University of Technology Brisbane, Australia a.bruns / je.burgess@qut.edu.au @snurb_dot_info / @jeanburgess http://mappingonlinepublics.net/
  • 2. Social Media Research in the CCI ARC Centre of Excellence for Creative Industries & Innovation (national, based at QUT) Project: Media Ecologies & Methodological Innovation With Journalism & Media Research Centre (JMRC) @ UNSW Aims to implement new methods to understand the changing media environment; Focusing on the relationship between social media and traditional media and communication platforms; Combining large-scale computer-assisted techniques with qualitative social research and close textual analysis Focus on Crisis Communication Natural disasters Other ‘acute events’
  • 3. New Media and Public Communication: Mapping Australian User-Created Content in Online Social Networks Bruns, Burgess, Kirchhoff & Nicolai http://mappingonlinepublics.net/ Australian Research Council (ARC): Discovery Project (2010-13) – $410,000 QUT (Brisbane), Sociomantic Labs (Berlin) First comprehensive study of Australian social media use. Computer-assisted cultural analysis: tracking, mapping, analysing blogs, twitter, flickr, youtube as ‘networked publics’ Builds on previous work of the research team (UCC, YouTube, blogosphere mapping) Advances beyond established approaches - beyond political blogospheres, beyond snapshots Addressing the problem of scale (‘Big Data’) and disciplinary change in media, cultural and communication studies.
  • 4. #hashtags on Twitter Hashtag =‘#’ + alphanumeric characters: Automatic tracking & aggregation of a topic, represented with a hyperlink Originally a (lead) user innovation, later integrated into platform Simple, adaptive and generative Can coordinate, render visible, and constitute publics
  • 5. #hashtag Publics Publics: Attend to matters of shared concern with some level of co-awareness Varied in intensity and temporality Emergent, constituted via discourse & affect #hashtag publics: Not all hashtags constitute publics; Twitter doesn’t ‘contain’ publics What are the various patterns in the dynamics of different hashtag-based publics? What might account for these differences?
  • 6. Data Gathering yourTwapperkeeper: API-based data capture Data Processing Gawk – open source, multiplatform, programmable command-line tool for processing CSV documents Textual Analysis Leximancer – commercial (University of Queensland), multiplatform: extracts key concepts from large corpora of text, examines and visualises concept co-occurrence WordStat – commercial, PC-only text analysis tool; generates concept co-occurrence data that can be exported for visualisation Visualisation Gephi – open source, multiplatform network visualisation tool Tools for Researching Twitter
  • 16. Towards a Typology of Twitter Uses How are hashtags used (during acute events)? Gatewatching: Finding and sharing information about breaking news (before the mainstream media do?) Ad hoc publics: many URLs, many retweets (even unedited) Audiencing: Shared experience of major (foreseen) events Imagined community of fellow participants: few URLs, limited retweeting What other uses are there? Continuing discussions (#auspol, #bundesliga, …) Memes (#ghettohurricanenames, …) Emotive hashtags (#fail, #win, #headdesk, …) What about keywords?
  • 17. Beyond Hashtags Publics on Twitter: Micro: @reply and retweet conversations Meso: hashtag ‘communities’ Macro: follower/followee networks  Multiple overlapping publics / networks What drives their formation and dissipation? How do they interact and interweave? How are they interleaved with the wider media ecology? Twitter doesn’t contain publics: publics transcend Twitter
  • 18. Understanding Australian Twitter Use What is the Australian Twitteruserbase? Large-scale snowballing project Starting from selected hashtag communities (e.g. #ausvotes, #qldfloods, #masterchef) Identifying participating users, testing for ‘Australianness’: Timezone setting, location information, profile information Retrieving follower/followee information for each account (very slow) Progress update: ~550,000 Australian users identified so far
  • 19. The Australian Twittersphere Follower/followee network:~150,000 Australian Twitter users(of ~550,000 known accounts so far) colour = outdegree, size = indegree