Smith, P. orcid.org/0009-0006-6955-1144, Gould, M. orcid.org/0000-0002-7104-0312 and Manley, E. orcid.org/0000-0002-8904-0513 (2025) The Rise and Fall of Twitter Data in Urban Analytics. Urban Findings. ISSN 2652-8800
Abstract
Twitter has established itself as a valuable social media platform for urban research over the last 10 years, by providing free and accessible data. However, recent shift towards the monetization of its data, raises questions on its future use. To investigate this, bibliometric analysis and topic modeling techniques are used to explore trends in urban research publications and wider consequences of reduced data access. The results illustrate a period of ‘hype’ towards Twitter data, followed by decline in recent years. Application areas and topics are also identified, highlighting the distinct ways in which social media data contributes to urban research.
Metadata
Item Type: | Article |
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Authors/Creators: |
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Copyright, Publisher and Additional Information: | This item is protected by copyright. This is an open access article under the terms of the Creative Commons Attribution License (CC-BY-SA 4.0). |
Keywords: | Bibliometrics, Twitter, Research Trends, Topic Modeling |
Dates: |
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Institution: | The University of Leeds |
Academic Units: | The University of Leeds > Faculty of Environment (Leeds) > School of Geography (Leeds) |
Depositing User: | Symplectic Publications |
Date Deposited: | 28 Mar 2025 13:59 |
Last Modified: | 28 Mar 2025 13:59 |
Status: | Published |
Publisher: | Findings Press |
Identification Number: | 10.32866/001c.133245 |
Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:224972 |
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Licence: CC-BY-SA 4.0