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Using text analytics to apprehend urban sustainability development

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Listed:
  • Picheng Lee
  • Gary Kleinman
  • Chu‐hua Kuei

Abstract

This research aims to specify critical urban sustainability issues by mining unstructured text data derived from the C40 city datasets of the Carbon Disclosure Project. The current study identifies underlying topical issues exhibited by text corpora, enables creation of smarter data visualizations, and forms useful profiles. Four underlying topical areas are examined: economic opportunities, climate risks, incentives to reduce greenhouse gas emissions, and emissions reduction activities. For each area, we built text data visualization profiles. Developing these text data visualization profiles enables greater attention to be paid to the list of topical issues shown in the profiles. Given the number of discovered topic issues, we generate an urban sustainability activity index and use it to identify which cities were detailing their actions toward becoming more sustainable cities. The city officials and municipal planners of either C40 or non‐C40 cities worldwide can benchmark this study and put the process of text data visualization at the center of their process of generating citywide sustainable development.

Suggested Citation

  • Picheng Lee & Gary Kleinman & Chu‐hua Kuei, 2020. "Using text analytics to apprehend urban sustainability development," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(4), pages 897-921, July.
    • Handle: RePEc:wly:sustdv:v:28:y:2020:i:4:p:897-921
    DOI: 10.1002/sd.2045
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    1. Xuemei Bai & Richard J. Dawson & Diana Ürge-Vorsatz & Gian C. Delgado & Aliyu Salisu Barau & Shobhakar Dhakal & David Dodman & Lykke Leonardsen & Valérie Masson-Delmotte & Debra C. Roberts & Seth Schu, 2018. "Six research priorities for cities and climate change," Nature, Nature, vol. 555(7694), pages 23-25, March.
    2. Clinton Andrews, 2008. "Greenhouse gas emissions along the rural-urban gradient," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 51(6), pages 847-870.
    3. Catalina Turcu, 2013. "Re-thinking sustainability indicators: local perspectives of urban sustainability," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 56(5), pages 695-719, June.
    4. James Keirstead & Matt Leach, 2008. "Bridging the gaps between theory and practice: a service niche approach to urban sustainability indicators," Sustainable Development, John Wiley & Sons, Ltd., vol. 16(5), pages 329-340.
    5. Hee-Jung Jun & Maria Manta Conroy, 2014. "Linking resilience and sustainability in Ohio township planning," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 57(6), pages 904-919, June.
    6. Madu, Christian N. & Kuei, Chu-hua & Ozumba, Benjamin C. & Nnadi, Valentine E. & Madu, Ifeanyi E. & Ezeasor, Ikenna C., 2018. "Using the DPSIR framework and data analytics to analyze oil spillages in the Niger delta area," Land Use Policy, Elsevier, vol. 78(C), pages 78-90.
    7. Stanislav E. Shmelev & Irina A. Shmeleva, 2018. "Global urban sustainability assessment: A multidimensional approach," Sustainable Development, John Wiley & Sons, Ltd., vol. 26(6), pages 904-920, November.
    8. Ton Dassen & Eva Kunseler & Lieke Michiels Kessenich, 2013. "The Sustainable City: An Analytical–Deliberative Approach to Assess Policy in the Context of Sustainable Urban Development," Sustainable Development, John Wiley & Sons, Ltd., vol. 21(3), pages 193-205, May.
    9. Amado, Alexandra & Cortez, Paulo & Rita, Paulo & Moro, Sérgio, 2018. "Research Trends On Big Data In Marketing: A Text Mining And Topic Modeling Based Literature Analysis," European Research on Management and Business Economics (ERMBE), Academia Europea de Dirección y Economía de la Empresa (AEDEM), vol. 24(1), pages 1-7.
    10. Kostas P. Bithas & M. Christofakis, 2006. "Environmentally sustainable cities. Critical review and operational conditions," Sustainable Development, John Wiley & Sons, Ltd., vol. 14(3), pages 177-189.
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