A short lecture which looks at a range of different approaches to studying Twitter. Aimed at sociologists, this lecture suggest a multi-method and multi-site approach can help researchers get a full picture of what Twitter is and what it means to people.
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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
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.
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
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?
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
Beyond twitter users – Twitter has a cultural value:
Quotation in media
Use of hashtag in everyday speech
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.
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
Twitter is not all about interaction but also broadcast!
Daren Brabham
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
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
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?
We cannot justifiably separate online and offline – either looking at social experience or when doing research