Uncovering Regional Structures and Collaboration Hubs in Baden-Württemberg through Clustering a Company Hyperlink Network
Umut Nefta Kanilmaz
Department of Geoinformatics—Z GIS, University of Salzburg, Salzburg, Austria
Thomas Schneidergruber
Department of Geoinformatics—Z GIS, University of Salzburg, Salzburg, Austria
Sebastian Schmidt
Department of Geoinformatics—Z GIS, University of Salzburg, Salzburg, Austria
ISTARI.AI, Mannheim, Germany
Robert Dehghan
ISTARI.AI, Mannheim, Germany
Institute for SME Research and Entrepreneurship, University of Mannheim, Mannheim, Germany
Johannes Scholz
Department of Geoinformatics—Z GIS, University of Salzburg, Salzburg, Austria
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Our research explores how social media can help understand public responses to floods, focusing on the 2021 Western European flood. By analysing flood-related topics on social media, we found that conversations varied depending on the location and impact of the flood, with in-disaster concerns emerging in severely affected upstream areas and post-disaster discussions in less affected regions. This shows the potential of social media for better disaster coordination along border crossing rivers.
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