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Cogent Arts & Humanities
Article . 2016 . Peer-reviewed
License: CC BY
Data sources: Crossref
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A social network analysis of Twitter: Mapping the digital humanities community

Authors: Martin Grandjean;

A social network analysis of Twitter: Mapping the digital humanities community

Abstract

International audience; Defining digital humanities might be an endless debate if we stick to the discussion about the boundaries of this concept as an academic “discipline”. In an attempt to concretely identify this field and its actors, this paper shows that it is possible to analyse them through Twitter, a social media widely used by this “community of practice”. Based on a network analysis of 2,500 users identified as members of this movement, the visualisation of the “who’s following who?” graph allows us to highlight the structure of the network’s relationships, and identify users whose position is particular. Specifically, we show that linguistic groups are key factors to explain clustering within a network whose characteristics look similar to a small world.

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Subjects by Vocabulary

Library of Congress Subject Headings: lcsh:Fine Arts lcsh:A lcsh:AZ20-999 lcsh:NX1-820 lcsh:Arts in general lcsh:History of scholarship and learning. The humanities lcsh:N lcsh:General Works

Microsoft Academic Graph classification: computer.software_genre Community of practice Social media optimization Social media Sociology Social network analysis Structure (mathematical logic) Multimedia Social network business.industry Field (Bourdieu) Data science business computer Network analysis

Keywords

[INFO.INFO-CC]Computer Science [cs]/Computational Complexity [cs.CC], [INFO.INFO-SI]Computer Science [cs]/Social and Information Networks [cs.SI], Digital Humanities, Social media, [SHS.HISPHILSO]Humanities and Social Sciences/History, Philosophy and Sociology of Sciences, sociometry, Twitter users’ behavior, [SHS.STAT]Humanities and Social Sciences/Methods and statistics, [SHS.SOCIO]Humanities and Social Sciences/Sociology, data visualisation, Twitter social network, Data visualization, General Arts and Humanities, Digital humanities; Social network analysis; Data visualisation; Social media; Twitter; Humanités numériques, Digital studies, Social networks visualization, Graph theory, networks, twitter, Social media analysis, Social Network Analysis

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    citations
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    112
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 1%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Top 10%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Top 10%
  • citations
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    112
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 1%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Top 10%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Top 10%
    Powered byBIP!BIP!
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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
112
Top 1%
Top 10%
Top 10%
gold
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