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Jason Rutter
University of Edinburgh
Jason.Rutter@ed.ac.uk
Approaches to analysing Twitter
What’s in a Tweet?
Image: Thomas Leth-Olsen - https://goo.gl/aq1j59
• Understand Twitter as a cultural &
technical assemblage.
• Link research methodology and
research question in an informed
manner.
• Understand the relationship between
offline & online practice.
• Recognise the value of analysing online
postings as sociological data for a
research project.
AIMS FOR THE (FULL) SESSION
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Twitter
Facebook
T: 302 million
F: 1.44 billion
WORLDWIDE USERS
3
Annual Revenue
T: US$ 1.4 billion
F: US$ 12.5 billion
Source: http://www.statista.com/
The Guardian, Thursday 11 June 2015 - http://goo.gl/K7Z2vb
4
Dhiraj Murthy (2013)
Twitter: Social Communication in the Twitter Age
• Global Village
• Real-time Broadcast
• Journalism
• Disasters
• Activism
• Health
TWEETS USING #labourdebate
6
Yvette Cooper
Andy Burnham
Liz Kendall
Jeremy Corbyn
Angry Salmond
BBC Newsnight
Corbyn4Leader
MirrorPolitics
RedPeter99
George Aylett
Tweets using #labourdebate during 17-18 June 2015 – n=17584
7
Benedict Anderson (1983/1991/2006)
Imagined Communities: Reflections
on the origin and spread of nationalism
We find community in
networks, not groups.“
”Wellman, B. (2001). Physical place and cyber-place:
Changing portals and the rise of networked
individualism. International Journal for Urban and Regional
Research, 25(2), 227-252.
KATY PERRY
Followers: 71 million
Following: 155
Image: Sleepyibis - https://goo.gl/EofMmw 8
Twitter
http://sysomos.com/insidetwitter/engagement/ Based on 1.2 billion Tweets in 2010
IN THIS SOCIAL
NETWORK
MOST TWEETS
ARE NOT PART
OF THE
CONVERSATION…
…SO WHAT ARE THEY
DOING?
Only 1.53% of Twitter Conversation
are Three Levels Deep
The vast majority of what
happens on social media is
unremarkable, desperately and
dreadfully corporate, and thus
understandably ignored by
scholars and analysts. Social
media scholarship has so far
tended to focus on the edge
cases, the exceptions to the
norm.
“
”Brabham, D.C., 2015. ‘Studying Normal, Everyday Social
Media’. Social Media + Society, 1(1).
Image: Lali Masriera - https://goo.gl/rjQbei 10
accomplished
The mundane
has to be
renewed &
maintained
11
The Presentation of Self in Everyday Life (1959)
ERVING GOFFMAN
12
• Theatre metaphor
• Different aspects can be displayed
• Based on understanding of the situation
Image:JonWallach-https://goo.gl/vMLH2n
Studies in Ethnomethodology (1967)
HAROLD GARFINKEL
13
• We apply common-sense understandings
• Everyday is managed by (invisible) routines
• The site of study is natural occurrence
Image:MiroYen-https://goo.gl/ETjbAA
@NtlMuseumsScot,
I did a bit of research
while my other half
played
#winwin
Great afternoon
computer games.
Image: Rebecca Thompson - https://goo.gl/xcnVK3 14
Twitter
Nvivo NCapture
Browser add-on to harvest:
Twitter posts
Facebook pages
Web pages (pdf)
Linkedin groups
YouTube video & comments
http://www.qsrinternational.com/products_nvivo_add-ons.aspx
WHAT DOES A TWEET LOOK LIKE?
16Image: Raffi Krikorian - https://goo.gl/3triKy
Tweet ID, Text, Creation date, Author’s
name, Screen name, No. of followers &
following, URL, Location, Type of location,
A/c creation date, Time zone, Language, No
of retweets, Is the a/c verified?, Country,
Application that sent the tweet…
Plus ‘ANNOTATIONS’
Christine Hine (2015)
Ethnography FOR the Internet:
Embedded, Embodied and Everyday
• Multi-site and multi-method
• Follow ‘connections’ (networks)
• Embedded: Our view of ‘the
internet’ is culturally
situated.
• Embodied: We ‘do’ the
internet physically and
emotionally.
• Everyday: Part of our
mundane & familiar routine
• Technology and our use of it is social and
socially mediated
• We integrate our everyday identity into
technology
• Twitter is only one tool in the SNS flow –
(Hines on Antiques Roadshow)
• The questions we seek to answer change our
methods.
• Looking Forward - How would this apply to:
Instagram? Facebook? Reactions to
Charleston Shooting? Enthusiasts such a
musicians?
WHAT HAVE WE DISCUSSED?
19

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Approaches to analysing Twitter

  • 1. Jason Rutter University of Edinburgh Jason.Rutter@ed.ac.uk Approaches to analysing Twitter What’s in a Tweet? Image: Thomas Leth-Olsen - https://goo.gl/aq1j59
  • 2. • Understand Twitter as a cultural & technical assemblage. • Link research methodology and research question in an informed manner. • Understand the relationship between offline & online practice. • Recognise the value of analysing online postings as sociological data for a research project. AIMS FOR THE (FULL) SESSION
  • 4. The Guardian, Thursday 11 June 2015 - http://goo.gl/K7Z2vb 4
  • 5. Dhiraj Murthy (2013) Twitter: Social Communication in the Twitter Age • Global Village • Real-time Broadcast • Journalism • Disasters • Activism • Health
  • 6. TWEETS USING #labourdebate 6 Yvette Cooper Andy Burnham Liz Kendall Jeremy Corbyn Angry Salmond BBC Newsnight Corbyn4Leader MirrorPolitics RedPeter99 George Aylett Tweets using #labourdebate during 17-18 June 2015 – n=17584
  • 7. 7 Benedict Anderson (1983/1991/2006) Imagined Communities: Reflections on the origin and spread of nationalism We find community in networks, not groups.“ ”Wellman, B. (2001). Physical place and cyber-place: Changing portals and the rise of networked individualism. International Journal for Urban and Regional Research, 25(2), 227-252.
  • 8. KATY PERRY Followers: 71 million Following: 155 Image: Sleepyibis - https://goo.gl/EofMmw 8
  • 9. Twitter http://sysomos.com/insidetwitter/engagement/ Based on 1.2 billion Tweets in 2010 IN THIS SOCIAL NETWORK MOST TWEETS ARE NOT PART OF THE CONVERSATION… …SO WHAT ARE THEY DOING? Only 1.53% of Twitter Conversation are Three Levels Deep
  • 10. The vast majority of what happens on social media is unremarkable, desperately and dreadfully corporate, and thus understandably ignored by scholars and analysts. Social media scholarship has so far tended to focus on the edge cases, the exceptions to the norm. “ ”Brabham, D.C., 2015. ‘Studying Normal, Everyday Social Media’. Social Media + Society, 1(1). Image: Lali Masriera - https://goo.gl/rjQbei 10
  • 11. accomplished The mundane has to be renewed & maintained 11
  • 12. The Presentation of Self in Everyday Life (1959) ERVING GOFFMAN 12 • Theatre metaphor • Different aspects can be displayed • Based on understanding of the situation Image:JonWallach-https://goo.gl/vMLH2n
  • 13. Studies in Ethnomethodology (1967) HAROLD GARFINKEL 13 • We apply common-sense understandings • Everyday is managed by (invisible) routines • The site of study is natural occurrence Image:MiroYen-https://goo.gl/ETjbAA
  • 14. @NtlMuseumsScot, I did a bit of research while my other half played #winwin Great afternoon computer games. Image: Rebecca Thompson - https://goo.gl/xcnVK3 14
  • 15. Twitter Nvivo NCapture Browser add-on to harvest: Twitter posts Facebook pages Web pages (pdf) Linkedin groups YouTube video & comments http://www.qsrinternational.com/products_nvivo_add-ons.aspx
  • 16. WHAT DOES A TWEET LOOK LIKE? 16Image: Raffi Krikorian - https://goo.gl/3triKy Tweet ID, Text, Creation date, Author’s name, Screen name, No. of followers & following, URL, Location, Type of location, A/c creation date, Time zone, Language, No of retweets, Is the a/c verified?, Country, Application that sent the tweet… Plus ‘ANNOTATIONS’
  • 17. Christine Hine (2015) Ethnography FOR the Internet: Embedded, Embodied and Everyday • Multi-site and multi-method • Follow ‘connections’ (networks) • Embedded: Our view of ‘the internet’ is culturally situated. • Embodied: We ‘do’ the internet physically and emotionally. • Everyday: Part of our mundane & familiar routine
  • 18. • Technology and our use of it is social and socially mediated • We integrate our everyday identity into technology • Twitter is only one tool in the SNS flow – (Hines on Antiques Roadshow) • The questions we seek to answer change our methods. • Looking Forward - How would this apply to: Instagram? Facebook? Reactions to Charleston Shooting? Enthusiasts such a musicians? WHAT HAVE WE DISCUSSED?
  • 19. 19

Editor's Notes

  1. Introduce myself. Working in PPLS on EU project looking at organisational memory and digitization Will look at what Twitter is Suggest some sociological approached Highlight different methods for analysis Twitter
  2. Beyond twitter users – Twitter has a cultural value: Quotation in media Use of hashtag in everyday speech
  3. Network of tweets using #labourdebate during 17-18 June – n=17584 Produced using NodeXL and Gephi Provides a map of influence on Twitter – mentions/retweets Colours indicate stronger networks Size indicates influence Only provides a snapshot NOT a sentiment analysis – and even if it was this isn’t about the people voting.
  4. Originally about the power of the State to build a notion of Nationalism Sense of community is a constructed belief. Not linked to an objective reality The community one identifies with is flexible and changeable Not necessarily about who we know in a physical sense We can define ourselves by identifying with imagined communities
  5. Twitter is not all about interaction but also broadcast!
  6. Daren Brabham
  7. Linking of online and offline Talk about partnered relationship – moral values Opposition of work and play Use of ‘NtlMuseumScot to take Use of hashtag Importance of comma – presenting cultural capital This is a work account
  8. How we capture Twitter data changes what we can say about it No such thing as ‘raw data’ – it is all pre-structured by software and API
  9. Not just 140 characters. Shaped by the software we use – either web or mobile Affordances seek to guide our interaction with the data What is it we need to understand our research question?
  10. We cannot justifiably separate online and offline – either looking at social experience or when doing research