Abstract

This article discusses the potential and the limitations of big data analysis for the study of religion. While big data analysis is often perceived as overtly positivistic because of its quantitative and computational nature, we argue instead that it lends itself to an inductive approach. Since the data are typically not collected for the purpose of testing specific hypotheses, it can best be seen as a resource for serendipitous exploration. We therefore pose a number of substantive research questions regarding the global circulation and local mediation of sartorial styles and practices among Muslim women. We present an analysis of the #hijabfashion hashtag on Instagram, drawing on a database of 15 million posts. The analysis proceeds in two steps. First, we research the deterritorialized global networks formed by users who mark their posts with the hashtag, showing how hijabistas form relationships that cut across national, ethnic, and other boundaries. Then, we demonstrate how these global networks are underpinned and powered by localized networks, focusing on the case of Rotterdam. We show how hijabistas in this Dutch city develop their religious and fashion styles through localized agglomeration economies and counterpublics.

Keywords

  1. Hijab
  2. fashion
  3. network analysis
  4. big data
  5. social media
  6. Instagram

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References

Anderson, Chris. 2008. “The End of Theory: The Data Deluge Makes the Scientific Method Obsolete.” Wired, 23 June.
Bathelt, Harald, Anders Malmberg, and Peter Maskell. 2004. “Clusters and knowledge: local buzz, global pipelines and the process of knowledge creation.” Progress in Human Geography 28(1): 31–56.
Bruggeman, Jeroen. 2008. Social Networks: An Introduction. Abingdon: Routledge.
Campbell, Heidi and Mia Lövheim (eds). 2011. “Religion and the Internet: Considering the online-offline connection.” Special issue of Information, Communication & Society 14(8).
Cantwell, Christopher D. and Hussein Rashid. 2015. “Religion, Media, and the Digital Turn.” New York: Social Science Research Council. Online: <http://www.ssrc.org/publications/view/religion-media-and-the-digital-turn/>.
Castells, Manuel. 2009. Communication Power. Oxford: Oxford University Press.
Castells, Manuel. 2012. Networks of Outrage and Hope: Social Movements in the Internet Age. Cambridge: Polity.
Duffy, Brooke Erin and Emily Hund. 2015. “‘Having it All’ on Social Media: Entrepreneurial Femininity and Self-Branding Among Fashion Bloggers.” Social Media + Society 1(2).
Etherington, Darrell. 2017. “Instagram now has 800 million monthly and 500 million daily active users.” Techcrunch, 25 September. Online: <https://techcrunch.com/2017/09/25/instagram-now-has-800-million-monthly-and-500-million-daily-active-users/>.
Fraser, Nancy. 1993. “Rethinking the Public Sphere: A Contribution to the Critique of Actually Existing Democracy.” In The Phantom Public Sphere, ed. Bruce Robbins, 1–32. Minneapolis: University of Minnesota Press.
Furseth, Inger. 2011. “The Hijab: Boundary Work and Identity Negotiations Among Immigrant Muslim Women in the Los Angeles Area.” Review of Religious Research 52(4): 365-385.
Furseth, Inger. 2014. “Hijab Street Fashion and Style in Oslo.” In The Changing Soul of Europe. Religions and Migrations in Northern and Southern Europe, eds Helena Vilaca, Enzo Pace, Inger Furseth, and Per Pettersson, 209–230. Aldershot: Ashgate.
Graham, Mark and Taylor Shelton. 2014. “Geography and the future of big data, big data and the future of geography.” Dialogues in Human Geography 3(3): 255–261.
Greenwood, Shannon, Andrew Perrin and Maeve Duggan. 2016. “Social Media Update 2016.” Pew Research Center. Online: <http://www.pewinternet.org/2016/11/11/social-media-update-2016/>.
Hjarvard, Stig. 2015. “Mediatization and the changing authority of religion.” Media, Culture & Society 38(1): 8–17.
Knott, Kim. 2005. The Location of Religion: A Spatial Analysis. London: Routledge.
Knott, Kim. 2008. “Spatial Theory and the Study of Religion.” Religion Compass 2(6): 1102–1116.
Lazreg, Marnia. 2009. Questioning the Veil: Open Letters to Muslim Women. Princeton, N.J.: Princeton University Press.
Lefebvre, Henri. 1991 [1974]. The Production of Space. Oxford: Blackwell.
Levitt, Peggy. 2012. “Religion on the move: Mapping Global Cultural Production and Consumption.” In Religion on the Edge: De-centering and Re-centering the Sociology of Religion, ed. Courtney Bender et al., 159-176. Oxford: Oxford University Press.
Lewis, Reina (ed). 2013. Modest Fashion: Styling Bodies, Mediating Faith. London and New York: I.B. Taurus.
Lewis, Reina. 2015. Muslim Fashion: Contemporary Style Cultures. Durham, NC: Duke University Press.
Lövheim, Mia (ed). 2011. “The Mediatisation of Religion Debate.” Special issue of Culture and Religion 12(2).
Lundby, Knut (ed). 2011. Mediatization: Concepts, Changes, Consequences. New York: Peter Lang.
Mahrta, Merja and Michael Scharkow. 2013. “The Value of Big Data in Digital Media Research.” Journal of Broadcasting & Electronic Media 57(1): 20–33.
Manovich, Lev. 2012. “Trending: The Promises and the Challenges of Big Social Data.” In Debates in the Digital Humanities, ed. Matthew K. Gold, 460–475. Minneapolis: University of Minnesota Press.
Manovich, Lev. 2016. “The Science of Culture? Social Computing, Digital Humanities and Cultural Analytics.” Journal of Cultural Analytics.
Marwick, Alice E. 2014. Status Update: Celebrity, Publicity, and Branding in the Social Media Age. New Haven, CT: Yale University Press.
McAlister, Elizabeth. 2005. “Globalization and the Religious Production of Space.” Journal for the Scientific Study of Religion 44(3): 249–255.
Meyer, Birgit and Annelies Moors (eds). 2005. Religion, Media, and the Public Sphere. Bloomington, IN: Indiana University Press.
Moors, Annelies. 2011. “‘Islamic Fashion’ in Europe: Religious conviction, aesthetic style, and creative consumption.” In Encounters: Engaging Otherness, ed. Rafael Reyes-Ruiz, 187-213. London: I.B. Tauris. 
Moors, Annelies and Emma Tarlo. 2007a. “Introduction.” Fashion Theory 11(2-3): 133–141.
Moors, Annelies and Emma Tarlo (eds). 2007b. “Muslim Fashions.” Special double issue of Fashion Theory 11(2–3).
Negt, Oskar and Alexander Kluge. 1993 [1972]. The Public Sphere and Experience. Minneapolis: University of Minnesota Press.
Nicholls, Walter J. and Justus Uitermark. 2016. “Migrant cities: place, power, and voice in the era of super diversity.” Journal of Ethnic and Migration Studies 42(6): 877–892.
NPO. 2015. “My Hijab, My Business.” MO Doc, Moslim Omroep, Nederlandse Publieke Omroep, 13 December. Online: <http://www.npo.nl/mo-doc/13-12-2015/VPWON_1249366>.
Postigo, Hector. 2016. “The Socio-Technical Architecture of Digital Labor: Converting Play into Youtube Money.” New Media & Society 18(2): 332–349
Read, Jen’nan Ghazal and John P. Bartkowski. 2000. “To Veil or Not to Veil? A Case Study of Identity Negotiation among Muslim Women in Austin, Texas.” Gender & Society 14(3): 395–417.
Read, Jen’nan Ghazal (ed). 2007. “Muslim Integration in the United States and France.” Special issue of Sociology of Religion 68(3).
Rocamora, Agnes. 2009. Fashioning the City: Paris, Fashion and the Media. London and New York: I.B. Taurus.
Roy, Olivier. 2006. Globalized Islam: The Search For a New Ummah. New York: Columbia University Press.
Savage, Mike and Roger Burrows. 2007. “The Coming Crisis of Empirical Sociology.” Sociology 41(5): 885–899.
Scott, Allen J. 2002. “The Culture Economy of Paris.” International Journal of Urban and Regional Research 24(3): 567–582.
Scott, Allen J. 2008. Social Economy of the Metropolis: Cognitive-Cultural Capitalism and the Global Resurgence of Cities. Oxford: Oxford University Press.
Senft, Theresa M. 2008. Camgirls: Celebrity and Community in the Age of Social Networks. New York: Peter Lang.
Stemler, Steven E. 2015. “Content Analysis.” Emerging Trends in the Social and Behavioral Sciences.
Storper, M. 1997. The Regional World: Territorial Development in a Global Economy. New York and London: Guilford Press.
Tarlo, Emma. 2010. Visibly Muslim: Fashion, Politics, Faith. Oxford: Berg.
Tarlo, Emma and Annelies Moors (eds). 2013. Islamic Fashion and Anti-Fashion: New Perspectives from Europe and North America. London: Bloomsbury.
Thurman, Judith. 2016. “Cover Look.” The New Yorker 92(29): 60–61. Online: <http://www.newyorker.com/magazine/2016/09/19/modest-models>.
Tufekci, Zeynep. 2014. “Big Questions for Social Media Big Data: Representativeness, Validity and Other Methodological Pitfalls.” In Proceedings of the Eighth International AAAI Conference on Weblogs and Social Media, 505–514.
Warner, Michael. 2002. Publics and Counterpublics. New York: Zone Books.
Wuthnow, Robert. 2015. Inventing American Religion: Polls, Surveys, and the Tenuous Quest for a Nation’s Faith. Oxford: Oxford University Press.
Zhu, Linhong and Kristina Lerman. 2016. “Attention Inequality in Social Media.” Online: <http://arxiv.org/pdf/1601.07200>.

Information & Authors

Information

Published In

Go to Nordic Journal of Religion and Society
Volume 31Number 116 May 2018
Pages: 2240

History

Published online: 16 May 2018
Issue date: 16 May 2018

Authors

Affiliations

John D. Boy [email protected]
Department of Sociology, University of Amsterdam, The Netherlands
Justus Uitermark [email protected]
Department of Sociology, University of Amsterdam, The Netherlands
Laïla Wiersma [email protected]
Graduate School of Social Sciences, University of Amsterdam, The Netherlands

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