Twitter data analysis to assess the interest of citizens on the impact of marine plastic pollution
2021
Otero, Pablo | Gago, Jesús | Quintas, Patricia | Agencia Estatal de Investigación (España)
Few studies have mined social media platforms to assess environmental concerns. In this study, Twitter was scraped to obtain a ~140,000 tweet dataset related specifically to marine plastic pollution. The goal is to understand what kind of users profiles are tweeting and how and when they do it. In addition, topic modelling and graph theory techniques have allowed us to identify main concerns on this topic: i) impact on wildlife, ii) microplastics/water pollution, iii) estimates/reports, iv) legislation/protection, and v) recycling/cleaning initiatives. Results reveal a scarce influence of organizations involved in research and marine environmental awareness, so some guidelines are depicted that could help to adjust their communication plans. This is relevant to engage society through reliable information, change habits and reinforce sustainable behaviour. A visualization tool has been created to analyze the results over time.
显示更多 [+] 显示较少 [-]This work was co-financed by both the European Regional Development Fund through the CleanAtlantic INTERREG (Atlantic Area) project [grant number EAPA_046/2016] and the Agencia Estatal de Investigación (Ministerio de Ciencia e Innovación, Government of Spain) through ANDROMEDA project [grant number PCI2020-112047].
显示更多 [+] 显示较少 [-]Peer reviewed
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