Exploring the Fragmentation of the Representation of Data-Driven Journalism in the Twittersphere: A Network Analytics Approach

As an interdisciplinary field, data-driven journalism integrates the intellectual origins of investigative journalism, computer-assisted reporting, and the emerging paradigm of computational social science. Studies of news production have revealed, however, that news professionals are reinforcing ex...

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Published in:Social science computer review Vol. 40; no. 1; pp. 42 - 60
Main Authors: Zhang, Xinzhi, Ho, Jeffrey C. F.
Format: Journal Article
Language:English
Published: Los Angeles, CA SAGE Publications 01.02.2022
SAGE PUBLICATIONS, INC
Subjects:
Computer mediated communication
Data
Fragmentation
Geographical locations
Interdisciplinary aspects
Journalism
Mass media images
Networks
News
News media
Power structure
Production
Professional associations
Public sphere
Real time
Representations
Segmentation
Social factors
Social interaction
Social media
Social sciences
data-driven journalism
political polarization
representational network
exponential random graph model (ERGM)
co-retweeted network
social media
interpretive community
ISSN:0894-4393, 1552-8286
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Abstract As an interdisciplinary field, data-driven journalism integrates the intellectual origins of investigative journalism, computer-assisted reporting, and the emerging paradigm of computational social science. Studies of news production have revealed, however, that news professionals are reinforcing existing power structures via an interpretive community, where homophily-evoked social interactions—even in the social media context—create echo chambers and discussion fragmentation. Is the representation of data-driven journalism in the electronic public sphere breaking boundaries among people from different domains or does it resemble the existing power structure? This study adopts a network analytics approach and constructs a representational network among actors who joined the public discussion of data-driven journalism in the Twittersphere—the co-retweeted network—such that two accounts are connected if their tweets are retweeted by the same user. Public tweets containing search queries related to data-driven journalism published from February 2017 to February 2018 were collected with Twitter real-time streaming application programming interface (API). A co-retweeted network with 1,148 accounts was derived from verified accounts’ retweeting posts. Results found that several communities emerged, and news organizations, nongovernmental and nonprofit professional organizations, and academic institutions were in the crucial positions of the network. The exponential random graph models (ERGMs) based on this network revealed the extent to which gender, geographical location, and institutional type of the users were associated with the tie-formation. This study documents the major actors who are discussing the subject of data-driven journalism and raises critical reflections toward the interdisciplinary collaboration in the production of public knowledge.
AbstractList As an interdisciplinary field, data-driven journalism integrates the intellectual origins of investigative journalism, computer-assisted reporting, and the emerging paradigm of computational social science. Studies of news production have revealed, however, that news professionals are reinforcing existing power structures via an interpretive community, where homophily-evoked social interactions—even in the social media context—create echo chambers and discussion fragmentation. Is the representation of data-driven journalism in the electronic public sphere breaking boundaries among people from different domains or does it resemble the existing power structure? This study adopts a network analytics approach and constructs a representational network among actors who joined the public discussion of data-driven journalism in the Twittersphere—the co-retweeted network—such that two accounts are connected if their tweets are retweeted by the same user. Public tweets containing search queries related to data-driven journalism published from February 2017 to February 2018 were collected with Twitter real-time streaming application programming interface (API). A co-retweeted network with 1,148 accounts was derived from verified accounts’ retweeting posts. Results found that several communities emerged, and news organizations, nongovernmental and nonprofit professional organizations, and academic institutions were in the crucial positions of the network. The exponential random graph models (ERGMs) based on this network revealed the extent to which gender, geographical location, and institutional type of the users were associated with the tie-formation. This study documents the major actors who are discussing the subject of data-driven journalism and raises critical reflections toward the interdisciplinary collaboration in the production of public knowledge.
Author Zhang, Xinzhi
Ho, Jeffrey C. F.
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Cites_doi 10.1080/21670811.2014.895504
10.1080/1461670X.2015.1054182
10.1080/1461670X.2011.642250
10.1016/j.chb.2018.12.024
10.1177/1748048508100910
10.1177/1354856515623865
10.1089/cyber.2012.0409
10.1145/2505515.2505623
10.1177/2056305118808776
10.1145/2685553.2702691
10.1080/1369118X.2018.1503697
10.1145/2145204.2145265
10.1080/1062726X.2014.908724
10.1080/21670811.2016.1272064
10.1080/21670811.2014.976400
10.1126/science.286.5439.509
10.1080/21670811.2016.1152161
10.1080/21670811.2017.1340094
10.1080/08997764.2011.626985
10.1080/15295039309366865
10.1007/978-3-319-12580-0_4
10.1177/0093650214559601
10.1177/1461444811414833
10.1016/j.techfore.2017.01.011
10.1080/07393180701694614
10.1080/21670811.2014.976415
10.1177/1940161218781254
10.3390/joitmc6010001
10.1177/1464884917700667
10.1080/21670811.2016.1166063
10.1177/1461444817698479
10.1126/science.1167742
10.18637/jss.v024.i04
10.1016/j.pubrev.2018.10.014
10.1177/0002716214563923
10.18637/jss.v024.i09
10.1080/23808985.2013.11679147
10.1080/17512786.2012.663626
10.1111/j.1460-2466.1999.tb02808.x
10.1016/j.pubrev.2013.07.009
10.1109/TKDE.2016.2553667
10.1111/j.1460-2466.2011.01616.x
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Keywords data-driven journalism
political polarization
representational network
exponential random graph model (ERGM)
co-retweeted network
social media
interpretive community
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References Wang, Chen, Shi, Peng 2019; 93
Usher, Holcomb, Littman 2018; 23
Hanusch, Bruns 2017; 5
Peng, Liu, Wu, Liu 2016; 43
Ho, Zhang 2020; 6
Barabási, Albert 1999; 286
Webster, Ksiazek 2012; 62
Gao, Nyhan, Duke-Williams 2018
Xiong, Cho, Boatwright 2019; 45
Del Valle, Bravo 2018; 12
LaMarre, Suzuki-Lambrecht 2013; 39
Shumate, Pilny, Catouba, Kim, Pena-y-Lillo, Rcooper, Sahagun, Yang 2013; 37
Poell, Rajagopalan 2015; 16
Goodreau, Handcock, Hunter, Butts, Morris 2008; 24
Zheng, Shahin 2018
Ksiazek 2011; 24
Broersma, Graham 2012; 6
Boyles, Meyer 2016; 4
De Maeyer, Libert, Domingo, Heinderyckx, Le Cam 2015; 3
Usher 2017; 5
Bradshaw P. (bibr7-0894439320905522) 2013
bibr10-0894439320905522
bibr28-0894439320905522
Finn S. (bibr15-0894439320905522) 2014
bibr45-0894439320905522
Fichman P. (bibr14-0894439320905522) 2014
bibr36-0894439320905522
bibr5-0894439320905522
bibr35-0894439320905522
bibr27-0894439320905522
bibr8-0894439320905522
bibr43-0894439320905522
bibr44-0894439320905522
bibr18-0894439320905522
bibr26-0894439320905522
bibr52-0894439320905522
bibr4-0894439320905522
bibr17-0894439320905522
bibr25-0894439320905522
bibr12-0894439320905522
bibr51-0894439320905522
bibr38-0894439320905522
bibr41-0894439320905522
bibr46-0894439320905522
bibr33-0894439320905522
bibr20-0894439320905522
bibr2-0894439320905522
Del Valle M. E. (bibr13-0894439320905522) 2018; 12
bibr40-0894439320905522
bibr32-0894439320905522
bibr49-0894439320905522
bibr1-0894439320905522
bibr23-0894439320905522
bibr22-0894439320905522
Meyer P (bibr30-0894439320905522) 2002
bibr48-0894439320905522
Galison P (bibr16-0894439320905522) 1997
bibr31-0894439320905522
bibr39-0894439320905522
bibr34-0894439320905522
bibr47-0894439320905522
bibr42-0894439320905522
bibr55-0894439320905522
bibr3-0894439320905522
bibr21-0894439320905522
bibr19-0894439320905522
bibr29-0894439320905522
bibr37-0894439320905522
bibr6-0894439320905522
bibr11-0894439320905522
bibr24-0894439320905522
bibr50-0894439320905522
References_xml – volume: 93
  start-page: 149
  year: 2019
  end-page: 156
  article-title: What makes cancer information viral on social media?
  publication-title: Computers in Human Behavior
– year: 2018
  article-title: Visualising the Digital Humanities Community: A Comparison Study between Citation Network and Social Network
– volume: 43
  start-page: 996
  year: 2016
  end-page: 1024
  article-title: Follower-followee network, communication networks, and vote agreement of the US members of congress
  publication-title: Communication Research
– volume: 6
  start-page: 403
  year: 2012
  end-page: 419
  article-title: Social media as beat: Tweets as a news source during the 2010 British and Dutch elections
  publication-title: Journalism Practice
– volume: 24
  start-page: 237
  year: 2011
  end-page: 251
  article-title: A network analytic approach to understanding cross-platform audience behavior
  publication-title: Journal of Media Economics
– volume: 37
  start-page: 95
  year: 2013
  end-page: 123
  article-title: A taxonomy of communication networks
  publication-title: Annals of the International Communication Association
– volume: 5
  start-page: 1116
  year: 2017
  end-page: 1133
  article-title: Venture-backed news startups and the field of journalism: Challenges, changes, and consistencies
  publication-title: Digital Journalism
– volume: 45
  start-page: 10
  year: 2019
  end-page: 23
  article-title: Hashtag activism and message frames among social movement organizations: Semantic network analysis and thematic analysis of twitter during the #MeToo movement
  publication-title: Public Relations Review
– volume: 16
  start-page: 719
  year: 2015
  end-page: 733
  article-title: Connecting activists and journalists: Twitter communication in the aftermath of the 2012 Delhi rape
  publication-title: Journalism Studies
– start-page: 1
  year: 2018
  end-page: 21
  article-title: Live tweeting live debates: How twitter reflects and refracts the US political climate in a campaign season
  publication-title: Information, Communication & Society
– volume: 6
  start-page: 1
  year: 2020
  article-title: Strategies for marketing really new products to the mass market: A text mining-based case study of virtual reality games
  publication-title: Journal of Open Innovation: Technology, Market, and Complexity
– volume: 24
  start-page: 1
  year: 2008
  end-page: 27
  article-title: A Statnet tutorial
  publication-title: Journal of Statistical Software
– volume: 62
  start-page: 39
  year: 2012
  end-page: 56
  article-title: The dynamics of audience fragmentation: Public attention in an age of digital media
  publication-title: Journal of Communication
– volume: 23
  start-page: 324
  year: 2018
  end-page: 344
  article-title: Twitter makes it worse: Political journalists, gendered echo chambers, and the amplification of gender bias
  publication-title: The International Journal of Press/Politics
– volume: 12
  start-page: 21
  year: 2018
  article-title: Echo chambers in parliamentary twitter networks: The Catalan case
  publication-title: International Journal of Communication
– volume: 39
  start-page: 360
  year: 2013
  end-page: 368
  article-title: Tweeting democracy? Examining Twitter as an online public relations strategy for congressional campaigns
  publication-title: Public Relations Review
– volume: 286
  start-page: 509
  year: 1999
  end-page: 512
  article-title: Emergence of scaling in random networks
  publication-title: Science
– volume: 4
  start-page: 944
  year: 2016
  end-page: 954
  article-title: Letting the data speak: Role perceptions of data journalists in fostering democratic conversation
  publication-title: Digital Journalism
– volume: 3
  start-page: 432
  year: 2015
  end-page: 446
  article-title: Waiting for data journalism: A qualitative assessment of the anecdotal take-up of data journalism in French-speaking Belgium
  publication-title: Digital journalism
– volume: 5
  start-page: 26
  year: 2017
  end-page: 43
  article-title: Journalistic branding on twitter: A representative study of Australian journalists’ profile descriptions
  publication-title: Digital Journalism
– ident: bibr50-0894439320905522
  doi: 10.1080/21670811.2014.895504
– ident: bibr33-0894439320905522
  doi: 10.1080/1461670X.2015.1054182
– ident: bibr48-0894439320905522
  doi: 10.1080/1461670X.2011.642250
– ident: bibr40-0894439320905522
  doi: 10.1016/j.chb.2018.12.024
– ident: bibr11-0894439320905522
  doi: 10.1177/1748048508100910
– ident: bibr27-0894439320905522
  doi: 10.1177/1354856515623865
– ident: bibr39-0894439320905522
  doi: 10.1089/cyber.2012.0409
– volume-title: Scraping for journalists; how to grab data from hundreds of sources, put it in a form you can interrogate—and still hit deadlines
  year: 2013
  ident: bibr7-0894439320905522
– ident: bibr35-0894439320905522
  doi: 10.1145/2505515.2505623
– volume-title: Image and logic: A material culture of microphysics
  year: 1997
  ident: bibr16-0894439320905522
– ident: bibr19-0894439320905522
  doi: 10.1177/2056305118808776
– ident: bibr29-0894439320905522
  doi: 10.1145/2685553.2702691
– volume-title: Global Wikipedia: International and cross-cultural issues in online collaboration
  year: 2014
  ident: bibr14-0894439320905522
– ident: bibr47-0894439320905522
  doi: 10.1080/1369118X.2018.1503697
– ident: bibr49-0894439320905522
  doi: 10.1145/2145204.2145265
– ident: bibr22-0894439320905522
  doi: 10.1080/1062726X.2014.908724
– ident: bibr37-0894439320905522
  doi: 10.1080/21670811.2016.1272064
– ident: bibr12-0894439320905522
  doi: 10.1080/21670811.2014.976400
– volume: 12
  start-page: 21
  year: 2018
  ident: bibr13-0894439320905522
  publication-title: International Journal of Communication
– ident: bibr2-0894439320905522
  doi: 10.1126/science.286.5439.509
– ident: bibr21-0894439320905522
  doi: 10.1080/21670811.2016.1152161
– ident: bibr46-0894439320905522
  doi: 10.1080/21670811.2017.1340094
– ident: bibr24-0894439320905522
  doi: 10.1080/08997764.2011.626985
– ident: bibr10-0894439320905522
– ident: bibr44-0894439320905522
  doi: 10.1080/15295039309366865
– ident: bibr34-0894439320905522
  doi: 10.1007/978-3-319-12580-0_4
– ident: bibr32-0894439320905522
  doi: 10.1177/0093650214559601
– ident: bibr28-0894439320905522
  doi: 10.1177/1461444811414833
– ident: bibr3-0894439320905522
  doi: 10.1016/j.techfore.2017.01.011
– ident: bibr45-0894439320905522
  doi: 10.1080/07393180701694614
– ident: bibr55-0894439320905522
  doi: 10.1080/21670811.2014.976415
– ident: bibr38-0894439320905522
  doi: 10.1177/1940161218781254
– volume-title: Precision journalism: A reporter’s introduction to social science methods
  year: 2002
  ident: bibr30-0894439320905522
– ident: bibr23-0894439320905522
  doi: 10.3390/joitmc6010001
– ident: bibr1-0894439320905522
  doi: 10.1177/1464884917700667
– ident: bibr6-0894439320905522
  doi: 10.1080/21670811.2016.1166063
– ident: bibr20-0894439320905522
  doi: 10.1177/1461444817698479
– ident: bibr26-0894439320905522
  doi: 10.1126/science.1167742
– ident: bibr31-0894439320905522
  doi: 10.18637/jss.v024.i04
– ident: bibr43-0894439320905522
  doi: 10.1016/j.pubrev.2018.10.014
– ident: bibr5-0894439320905522
  doi: 10.1177/0002716214563923
– ident: bibr18-0894439320905522
  doi: 10.18637/jss.v024.i09
– ident: bibr51-0894439320905522
– ident: bibr36-0894439320905522
  doi: 10.1080/23808985.2013.11679147
– volume-title: The co-retweeted network and its applications for measuring the perceived political polarization
  year: 2014
  ident: bibr15-0894439320905522
– ident: bibr17-0894439320905522
– ident: bibr52-0894439320905522
– ident: bibr8-0894439320905522
  doi: 10.1080/17512786.2012.663626
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  doi: 10.1111/j.1460-2466.1999.tb02808.x
– ident: bibr25-0894439320905522
  doi: 10.1016/j.pubrev.2013.07.009
– ident: bibr42-0894439320905522
  doi: 10.1109/TKDE.2016.2553667
– ident: bibr41-0894439320905522
  doi: 10.1111/j.1460-2466.2011.01616.x
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Snippet As an interdisciplinary field, data-driven journalism integrates the intellectual origins of investigative journalism, computer-assisted reporting, and the...
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SubjectTerms Computer mediated communication
Data
Fragmentation
Geographical locations
Interdisciplinary aspects
Journalism
Mass media images
Networks
News
News media
Power structure
Production
Professional associations
Public sphere
Real time
Representations
Segmentation
Social factors
Social interaction
Social media
Social sciences
Title Exploring the Fragmentation of the Representation of Data-Driven Journalism in the Twittersphere: A Network Analytics Approach
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Volume 40
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