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Title: | Sentiment analysis of the Twitter response to Netflix's <i>Our Planet</i> documentary |
Authors: | Acerbi, A Burns, J Cabuk, U Kryczka, J Trapp, B Valletta, JJ Mesoudi, A |
Keywords: | conservation culturomics;cultural evolution;nature documentaries;negative bias;sentiment analysis;social media;análisis de sentimientos;culturómica de la conservación;documentales sobre naturaleza;evolución cultural;redes sociales;sesgo negativo |
Issue Date: | 20-Jan-2023 |
Publisher: | Wiley on behalf of Society for Conservation Biology |
Citation: | Acerbi, A. et al. (2023) 'Sentiment analysis of the Twitter response to Netflix's Our Planet documentary', Conservation Biology, 37 (4), e14060, pp. 1 - 10. doi: 10.1111/cobi.14060. |
Abstract: | Copyright © 2023 The Authors. The role of nature documentaries in shaping public attitudes and behavior toward conservation and wildlife issues is unclear. We analyzed the emotional content of over 2 million tweets related to Our Planet, a major nature documentary released on Netflix, with dictionary and rule-based automatic sentiment analysis. We also compared the sentiment associated with species mentioned in Our Planet and a set of control species with similar features but not mentioned in the documentary. Tweets were largely negative in sentiment at the time of release of the series. This effect was primarily linked to the highly skewed distributions of retweets and, in particular, to a single negatively valenced and massively retweeted tweet (>150,000 retweets). Species mentioned in Our Planet were associated with more negative sentiment than the control species, and this effect coincided with a short period following the airing of the series. Our results are consistent with a general negativity bias in cultural transmission and document the difficulty of evoking positive sentiment, on social media and elsewhere, in response to environmental problems. |
Description: | Supporting Information is available online at https://conbio.onlinelibrary.wiley.com/doi/10.1111/cobi.14060#support-information-section . |
URI: | https://bura.brunel.ac.uk/handle/2438/26101 |
DOI: | https://doi.org/10.1111/cobi.14060 |
ISSN: | 0888-8892 |
Other Identifiers: | ORCID iD: Alberto Acerbi https://orcid.org/0000-0001-5827-8003 e14060 |
Appears in Collections: | Dept of Life Sciences Research Papers |
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FullText.pdf | Copyright © 2023 The Authors. Conservation Biology published by Wiley Periodicals LLC on behalf of Society for Conservation Biology. This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. | 3.13 MB | Adobe PDF | View/Open |
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