ePluribus: Ethnicity on Social Networks

Authors

  • Jonathan Chang Facebook
  • Itamar Rosenn Facebook
  • Lars Backstrom Facebook
  • Cameron Marlow Facebook

Keywords:

ethnicity, social networks

Abstract

We propose an approach to determine the ethnic breakdown of a population based solely on people's names and data provided by the U.S. Census Bureau. We demonstrate that our approach is able to predict the ethnicities of individuals as well as the ethnicity of an entire population better than natural alternatives. We apply our technique to the population of U.S. Facebook users and uncover the demographic characteristics of ethnicities and how they relate. We also discover that while Facebook has always been diverse, diversity has increased over time leading to a population that today looks very similar to the overall U.S. population. We also find that different ethnic groups relate to one another in an assortative manner, and that these groups have different profiles across demographics, beliefs, and usage of site features.

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Published

2010-05-16

How to Cite

Chang, J., Rosenn, I., Backstrom, L., & Marlow, C. (2010). ePluribus: Ethnicity on Social Networks. Proceedings of the International AAAI Conference on Web and Social Media, 4(1), 18-25. Retrieved from https://ojs.aaai.org/index.php/ICWSM/article/view/14029