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A tale of four cities: exploring the soul of State College, Detroit, Milledgeville and Biloxi

Author

Listed:
  • Karsten Maurer

    (Iowa State University)

  • Dave Osthus

    (Iowa State University)

  • Adam Loy

    (Lawrence University)

Abstract

Can data help us explore and expose the soul of the community? This was the challenge posed by the 2013 Data Exposition. The Knight Foundation, in cooperation with Gallup, furnished data from 43,000 people over 3 years (2008–2010) in 26 communities, which we explored in an effort to discover variables associated with community attachment. Our analysis focused on four cities that stood out after our initial exploration of the data set: State College, PA; Detroit, MI; Milledgeville, GA; and Biloxi, MS. We present our use of survey-weighted binned scatterplots to graphically explore the association between an individual’s community attachment and perceived economic outlook. Additionally, we present a few other analyses we found interesting during our initial exploration which we view as a collection of “short stories”.

Suggested Citation

  • Karsten Maurer & Dave Osthus & Adam Loy, 2019. "A tale of four cities: exploring the soul of State College, Detroit, Milledgeville and Biloxi," Computational Statistics, Springer, vol. 34(4), pages 1465-1487, December.
    • Handle: RePEc:spr:compst:v:34:y:2019:i:4:d:10.1007_s00180-018-00863-x
    DOI: 10.1007/s00180-018-00863-x
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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. Wickham, Hadley, 2011. "The Split-Apply-Combine Strategy for Data Analysis," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 40(i01).
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