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Clicks and cliques: exploring the soul of the community

Author

Listed:
  • Natalia da Silva

    (Iowa State University)

  • Ignacio Alvarez-Castro

    (Iowa State University)

Abstract

In this paper we analyze 26 communities across the United States with the objective to understand what attaches people to their community and how this attachment differs among communities. How different are attached people from unattached? What attaches people to their community? How different are the communities? What are key drivers behind emotional attachment? To address these questions, graphical, supervised and unsupervised learning tools were used and information from the Census Bureau and the Knight Foundation were combined. Using the same pre-processed variables as Knight (Soul of the community, Technical report, 2010) most likely will drive the results towards the same conclusions than the Knight foundation, so this paper does not use those variables.

Suggested Citation

  • Natalia da Silva & Ignacio Alvarez-Castro, 2019. "Clicks and cliques: exploring the soul of the community," Computational Statistics, Springer, vol. 34(4), pages 1537-1563, December.
    • Handle: RePEc:spr:compst:v:34:y:2019:i:4:d:10.1007_s00180-019-00881-3
    DOI: 10.1007/s00180-019-00881-3
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    References listed on IDEAS

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    1. Heike Hofmann & Hadley Wickham & Dianne Cook, 2019. "The 2013 Data Expo of the American Statistical Association," Computational Statistics, Springer, vol. 34(4), pages 1443-1447, December.
    2. A.B. Atkinson & F. Bourguignon (ed.), 2000. "Handbook of Income Distribution," Handbook of Income Distribution, Elsevier, edition 1, volume 1, number 1.
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    Cited by:

    1. Heike Hofmann & Hadley Wickham & Dianne Cook, 2019. "The 2013 Data Expo of the American Statistical Association," Computational Statistics, Springer, vol. 34(4), pages 1443-1447, December.

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