Volume 37 - Article 46 | Pages 1477–1514

Using Twitter data for demographic research

By Dilek Yildiz, Jo Munson, Agnese Vitali, Ramine Tinati, Jennifer A. Holland

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References

Agresti, A. (2013). Categorical data analysis. New Jersey: John Wiley and Sons, Inc.

Download reference in RIS | BibTeX

An, J. and Weber, I. (2016). #greysanatomy vs.#yankees: Demographics and hashtag use on Twitter. Paper presented at the Tenth International AAAI Conference on Web and Social Media, Cologne, Germany, May 17–20, 2016.

Download reference in RIS | BibTeX

Bishop, Y.M.M., Fienberg, S.E., and Holland, P.W. (1975). Discrete multivariate analysis: Theory and practice. Cambridge: MIT Press.

Download reference in RIS | BibTeX

Cheng, J., Teevan, J., and Bernstein, M.S. (2015). Measuring crowdsourcing effort with error-time curves. In: Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, Seoul, Korea, April 18–23, 2015. Seoul, Korea: ACM: 1365–1374.

Weblink doi:10.1145/2702123.2702145
Download reference in RIS | BibTeX

Cheng, J., Teevan, J., Iqbal, S.T., and Bernstein, M.S. (2015). Break it down: A comparison of macro- and microtasks. In: Proceedings of at the 33rd Annual ACM Conference on Human Factors in Computing Systems, Seoul, Korea, April 18–23, 2015. New York: ACM: 4061–4064.

Weblink doi:10.1145/2702123.2702146
Download reference in RIS | BibTeX

Costa, E.P., Lorena, A.C., Carvalho, A.C.P.L.F., and Freitas, A.A. (2007). A review of performance evaluation measures for hierarchical classifiers. In: Drummond, C., Elazmeh, W., N., Japkowicz, and Macskassy, S.A. (eds.). Evaluation methods for machine learning II: Papers from the AAAI-2007 Workshop. Palo Alto: AAAI Press: 1–6.

Download reference in RIS | BibTeX

Fan, H., Yang, M., Cao, Z., Jiang, Y., and Yin, Q. (2014). Learning compact face representation. In: Proceedings of the 22nd ACM international conference on Multimedia, Orlando, Florida, November 3–7, 2014. New York: ACM: 933–936.

Weblink doi:10.1145/2647868.2654960
Download reference in RIS | BibTeX

Housley, W., Williams, M., Williams, M., and Edwards, A. (2013). Special issue Computational Social Science: Research Strategies, Design, and Methods: Introduction. International Journal of Social Research Methodology 16(3): 173–175.

Weblink doi:10.1080/13645579.2013.774164
Download reference in RIS | BibTeX

Ipeirotis, P.G. (2010). Demographics of mechanical turk. New York: New York University (NYU working paper No. CEDER-10–01).

Weblink https://ssrn.com/abstract=1585030
Download reference in RIS | BibTeX

Kittur, A., Nickerson, J.V., Bernstein, M., Gerber, E., Shaw, A., Zimmerman, J., Lease, M., and Horton, J. (2013). The future of crowd work. In: Proceedings of the 2013 conference on Computer supported cooperative work, San Antonio, Texas, February 23–27, 2013. New York: ACM: 1301–1318.

Weblink doi:10.1145/2441776.2441923
Download reference in RIS | BibTeX

McCormick, T.H., Lee, H., Cesare, N., Shojaie, A., and Spiro, E.S. (2015). Using Twitter for demographic and social science research: Tools for data collection and processing. Sociological Methods and Research 46(3): 390–421.

Weblink doi:10.1177/0049124115605339
Download reference in RIS | BibTeX

McCorriston, J., Jurgens, D., and Ruths, D. (2015). Organizations are users too: Characterizing and detecting the presence of organizations on Twitter. In: Proceedings of the Ninth International AAAI Conference on Web and Social Media, Oxford, UK, May 26–29, 2015. Palo Alto: AAAI Press: 650–653.

Download reference in RIS | BibTeX

Megvii Inc. (2013). Face++ research toolkit [electronic resource].

Weblink www.faceplusplus.com
Download reference in RIS | BibTeX

Messias, J., Vikatos, P., and Benevenuto, F. (2017). White, man, and highly followed: Gender and race inequalities in Twitter. In: Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence, Leipzig, Germany, August 23–26, 2017. New York: ACM: 266–274.

Weblink doi:10.1145/3106426.3106472
Download reference in RIS | BibTeX

Mislove, A., Lehmann, S., Ahn, Y.Y., Onnela, J.P., and Rosenquist, J.N. (2011). Understanding the demographics of Twitter users. In: Proceedings of the Fifth International AAAI Conference on Web and Social Media, Barcelona, Spain, July 17–21, 2011. Palo Alto: AAAI Press: 554–557.

Download reference in RIS | BibTeX

Office for National Statistics (ONS) (2015). Annual mid-year population estimates: 2014 [electronic resource].

Weblink https://www.ons.gov.uk/peoplepopulationandcom ...
Download reference in RIS | BibTeX

Office for National Statistics (ONS) (2016). Information paper: Annual mid-year population estimates: 2016 [electronic resource].

Weblink https://www.ons.gov.uk/file?uri=/peoplepopula ...
Download reference in RIS | BibTeX

Office for National Statistics (ONS) (2017). Annual mid-year population estimates QMI [electronic resource].

Weblink https://www.ons.gov.uk/peoplepopulationandcom ...
Download reference in RIS | BibTeX

Perrin, A. (2015). Social networking usage 2005–2015 [electronic resource].

Weblink http://www.pewinternet.org/2015/10/08/2015/So ...
Download reference in RIS | BibTeX

Raymer, J., Abel, G.J., and Smith, P.W.F. (2007). Combining census and registration data to estimate detailed elderly migration flows in England and Wales. Journal of the Royal Statistical Society. Series A 170(4): 891–908.

Weblink doi:10.1111/j.1467-985X.2007.00490.x
Download reference in RIS | BibTeX

Savage, M. and Burrows, R. (2007). The coming crisis of empirical sociology. Sociology 41(5): 885–899.

Weblink doi:10.1177/0038038507080443
Download reference in RIS | BibTeX

Sloan, L., Morgan, J., Burnap, P., and Williams, M. (2015). Who tweets? Deriving the demographic characteristics of age, occupation and social class from Twitter user meta-data. PloS ONE 10(3): e0115545.

Weblink doi:10.1371/journal.pone.0115545
Download reference in RIS | BibTeX

Sloan, L., Morgan, J., Housley, W., Williams, M., Edwards, A., Burnap, P., and Rana, O. (2013). Knowing the tweeters: Deriving sociologically relevant demographics from Twitter. Sociological Research Online 18(3): 7.

Weblink doi:10.5153/sro.3001
Download reference in RIS | BibTeX

Smith, C. (2016). How many people use the top social media? Digital market ramblings [electronic resource].

Weblink http://expandedramblings.com/index.php/resour ...
Download reference in RIS | BibTeX

Smith, P.W.F., Raymer, J., and Guilietti, C. (2010). Combining available migration data in England to study economic activity flows over time. Journal of the Royal Statistical Society, Series A 173(4): 733–753.

Weblink doi:10.1111/j.1467-985X.2009.00630.x
Download reference in RIS | BibTeX

Van Pelt, C. and Sorokin, A. (2012). Designing a scalable crowdsourcing platform. In: Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data. New York: ACM: 765–766.

Weblink doi:10.1145/2213836.2213951
Download reference in RIS | BibTeX

Vikatos, P., Messias, J., Miranda, M., and Benevenuto, F. (2017). Linguistic diversities of demographic groups in Twitter. In: Proceedings of the 28th ACM Conference on Hypertext and Social Media, Prague, Czech Republic, July 4–7, 2017. New York: ACM: 275–284.

Weblink doi:10.1145/3078714.3078742
Download reference in RIS | BibTeX

Willekens, F. (1983). Log-linear modelling of spatial interaction. Papers of the Regional Science Association 52(1): 187–205.

Weblink doi:10.1007/BF01944102
Download reference in RIS | BibTeX

Willekens, F. (1999). Modelling approaches to the indirect estimation of migration flows: From entropy to EM. Mathematical Population Studies: An International Journal of Mathematical Demography 7(3): 239–278.

Weblink doi:10.1080/08898489909525459
Download reference in RIS | BibTeX

Yildiz, D. and Smith, P.W.F. (2015). Models for combining aggregate-level administrative data in the absence of a traditional census. Journal of Official Statistics 31(3): 431–451.

Weblink doi:10.1515/jos-2015-0026
Download reference in RIS | BibTeX

Zagheni, E., Garimella, V.R.K., Weber, I., and State, B. (2014). Inferring international and internal migration patterns from twitter data. In: WWW ’14 Companion Proceedings of the 23rd Internationa Conference on World Wide Web, Seoul, Korea, April 7–11, 2014. New York: ACM: 439–444.

Weblink doi:10.1145/2567948.2576930
Download reference in RIS | BibTeX

Zagheni, E. and Weber, I. (2015). Demographic research with nonrepresentative internet data. International Journal of Manpower 36(1): 13–25.

Weblink doi:10.1108/IJM-12-2014-0261
Download reference in RIS | BibTeX

Zhou, E., Fan, H., Cao, Z., Jiang, Y., and Yin, Q. (2013). Extensive facial landmark localization with coarse-to-fine convolutional network cascade. In: Proceedings of the IEEE International Conference on Computer Vision Workshops, Sydney, Australia, December 2–8, 2013. New York: IEEE: 386–391.

Weblink doi:10.1109/ICCVW.2013.58
Download reference in RIS | BibTeX