--
WarrenPearce - 22 Aug 2016
How is the topical space of COP21 shaped on Twitter and YouTube?: From issue climatisation to issue drift
Group leaders: Nicolas Baya-Laffite, Warren Pearce. Team members: Donya Alinejad, Laura Candidatu, Gabriele Colombo, Melis Mevsimler, Domitilla Olivieri, Tiago Salgado.
Contents:
Introduction
The Rio Declaration in 1992 brought about two global policy agendas: climate change and biodiversity. Of the two, climate change has become the most visible, mobilising the international community of states and civic society. Climate change is a ‘wicked issue’ (Grundmann, 2016; Hoppe, Wesselink, & Cairns, 2013; Incropera, 2015). On the surface it is very simple, arising from technical information regarding the effect of increasing greenhouse gas emissions on the Earth’s climate. However, wicked problems require “profound understanding of their integration in social systems, their irreducibly (sic) complexity and intractable nature” (Prins et al., 2010). Bringing together technical information with social systems is a political process, and has led to NGOs and other actors strategically cross-framing issues with climate change. This is known as
issue climatisation (Aykut, Foyer and Morena, forthcoming). The high profile COP21 meeting in Paris, 2016, provided an important strategic communication opportunity for NGOs to climatise certain issues. Online platforms provide space for climatisation dynamics to unfold. In this project we illustrate these dynamics on Twitter and
YouTube, and how they co-exist with separate platform effects of
issue drift.
Research Question
How is the topical issue space of COP21 shaped on Twitter and
YouTube through dynamics of issue climatisation and issue drift?
Datasets
We utilized the existing COP21 Twitter dataset available through the
TCAT-DMI tool, which includes all tweets containing the string ‘COP21’. We extracted
YouTube data via
YouTube Data Tools, querying the ‘Related To’ function in order to discover the relationship between the top 50 ‘most viewed’ videos containing COP21 in the title or description, and the top 50 ‘most relevant’ videos to COP21 as ranked by
YouTube. The ‘Related To’ function refers to those videos that
YouTube suggests to be related to the current video being viewed (before taking into account a
YouTube user’s viewing history). These are displayed down the right-hand sidebar on the desktop version of
YouTube and are titled ‘Up Next’ (see Figure 1). These videos are referred to as ‘Up Next’ for the remainder of this report.
YouTube datasets were extracted on 6/7/2016.
Figure 1: screenshot illustrating YouTube videos ‘up next’ subsequent to one currently being viewed, as suggested by platform algorithm.
During COP21, a wide variety of Twitter users helped to shape the topical issue space on the platform through tweeting, hashtagging and content sharing. In doing so, they often inscribed their own causes into COP21 on-line space. By analysing those hashtags that most commonly co-occur with the search term 'COP21', we can gain an insight into this issue climatisation. In particular, many of the concentrated bursts of activity in displayed in the bottom half of the chart represent concerted efforts to publicise issues connected to climate change: for example, cities, human rights, climate justice, renewable energy.
Figure 2: Prevalence of hashtags co-occurring with 'COP21' in tweets published Nov 29th-Dec 15th 2015.
During the project, we produced user-hashtag maps to investigate which users were using particular hashtags (e.g.
see slides 6 and 7 here), which illustrated the Babel-like nature of Twitter - a multitude of chattering voices each with their own take on COP21. We focused on the role of video in shaping the issue space, noting that this topic is comparatively under-researched in the climate change communication literature (Schäfer & Schlichting, 2014). In particular, we compared the top 400
YouTube videos that Twitter users tagged as 'COP21' with the top 400 videos presented on
YouTube as being most relevant to COP21. The comparison was done using the
Triangulation tool. Only 31 videos appeared on each list, an overlap of 7.8%. This suggests that
curation methods matter; in this case, the
user-curation of COP21 videos carried out through Twitter provided a very different set of results to the
algorithmic curation of COP21 videos carried out on
YouTube.
YouTube: algorithm-curated issue drift
To gain further insight into how the COP21 issue space is presented on
YouTube, we analysed the most viewed videos on
YouTube containing COP21 in the title or description, using
You Tube Data Tools. By far the most viewed video (as of 6/7/16) is "
Koko the gorilla is the voice of nature at COP21" with 1,614,777 views (the second most commented video, from the official COP21 channel, has 570,929 views). The video was uploaded by Noé, a small biodiversity NGO based in France. The Koko video has been by far their most successful video; their next most viewed video upload had only 3.568 views (as of 6/7/16). The video is a short (1’15”) campaign spot focused on strategically framing biodiversity as a cross-cutting issue that needs to be included in the COP21 negotiations. The strategic choice of the NGO is clear: instead of picking up a scientist as a “nature’s advocate”, Koko the gorilla was presented as not only as a more charismatic, but also more concerned porte-parole of nature, who would more successfully enroll larger audiences into supporting their cause: not just “climate change”, but “includ[ing] “the preservation of biodiversity in the Paris Agreement”. On the face of it, the Koko COP21 video was a huge success, both in terms of their own outreach efforts and in terms of making COP21 and the Paris Agreement ‘visible’ to wider audiences beyond issue advocates for climate change. But how was COP21 subsequently presented to
YouTube users who viewed the Koko video? In theory, Koko presented a new entry point into understanding COP21. ––– one would expect to see other videos recommended on COP21 or climate change. The
YouTube platform presents videos related to that being currently viewed down the right-hand sidebar of the screen under the heading ‘Up Next’ (see Figure 1). If the user lets the video play out, then
YouTube subsequently ‘autoplays’ the next related video. The algorithm(s) that
YouTube uses to determine these relevant videos is a key means by which the platform shapes the content that is visible to the user. These algorithms are designed to maximise the 'watch time' of
YouTube users, yet we know little about how they work (Gielen & Rosen, 2016). They are proprietary and opaque. Extracting lists of these ‘Up Next’ videos can help to illuminate how the algorithms work. In particular, the Koko video provides a stark example of the platform effects of
YouTube. Below is a network diagram of the 50 most viewed
YouTube videos, showing how they are related to each other on the platform. That is, once you start watching one of these videos, which other ones will the platform present you with as being related?
Figure 3: 50 most viewed COP21 videos on YouTube as of July 8, 2016, and their relationship through the ‘up next’ algorithm.
Each node represents a video. There are three clusters, broadly representing the official, ceremonial parts of the conference (blue), activism (green). Nodes size is related to the number of views for each video on
YouTube. What is interesting here, is that Koko is a very popular video related to COP21, but is
not a route into the rest of the network. So although Noé was very successful at creating viral content, it was unsuccessful as a trampoline into the issues of biodiversity and climate change. On
YouTube, the Koko video only led users to
other Koko videos. Despite the popularity of the video (showed by the size of the node),
YouTube does not relate it to other ‘most watched’ videos on COP21. A similar phenomenon is observable with the 50 videos identified by
YouTube as ‘most relevant’ to COP21 (the default search setting on
YouTube). Both networks are visible below.
Figure 4: YouTube ’s ‘Up Next’ algorithm detaches the most popular COP21 video from other COP21 content.
![](data:image/png;base64,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)
In short, the ‘Up Next’ algorithm betrays the NGO’s trampoline strategy for inscribing biodiversity in the COP21 conversation. So if viewers of the Koko video are not subsequently pointed towards more videos about COP21 and/or climate change, what are they directed towards? The simple answer is: more Koko videos. Figure 5 shows the ‘Koko universe’, the videos that
YouTube suggests to viewers of the Koko COP21 video. None of these videos are related to COP21.
Figure 5: network of 50 related videos to ‘Koko the gorilla is the voice of nature at COP21’ (seed).
Taken together, these networks provide a clear picture: that while the Koko video was hugely successful in its own right, it proved to be a cul-de-sac for exploring the COP21 issue on
YouTube. The algorithm’s logic of attention-keeping through
topical drifting privileges the Koko element, rather than the COP21 element
Conclusions
On Twitter, users played a key role in shaping the COP21 issue space by linking specific issues to the broader topical issue of climate change that were the subject of the negotiations. Figure 2 provides an overview of the ebb and flow of this issue climatisation during COP21. A comparison of
YouTube URLs linked to COP21 on Twitter and
YouTube provide an insight into the effects of each platform in shaping the topical issue space. On Twitter, the prevalence of user curation facilitates issue climatisation, as Twitter users link their own concerns to COP21 (see also Pearce, Holmberg, Hellsten, & Nerlich, 2014). When searching for ‘COP21’ on Twitter, one is only exposed to tweets containing that term. On
YouTube, algorithmic curation is more dominant, particularly through the presence of ‘Up Next’ videos that seek to maximize the ‘watch time’ of users rather than facilitate issue exploration. The impact on issue spaces of different curation methods was visible through the distinctive nature of COP21 videos on Twitter and
YouTube. The overlap between ‘most tweeted’
YouTube videos within COP21 tweets, and the ‘most relevant’ COP21 videos according to the
YouTube platform was only 7.8%.
YouTube ’s algorithmic curation was particularly evident in the case of the most viewed COP21 video, featuring Koko the gorilla. Even though this video was a successful example of issue climatisation in its own right, linking biodiversity to climate change,
YouTube users were subsequently directed to other videos about Koko rather than videos about COP21 or climate change. This is an example of issue drift.
Discussion
If the emerging literature in social media climate communication is to provide meaningful insights, it must ground ‘big data’ analysis in the “key contexts which give social media posts their meaning” (Pearce, Brown, Nerlich, & Koteyko, 2015). The findings from this project suggest that these contexts should include the effects on communication that are inherent in the social media platforms themselves. More radically, one might query the role of
YouTube (one of the world’s most popular websites) in issue exploration and public education.
Can we dream of a plug-in that repurposes YouTube from a distraction machine to an issue exploration machine?
References
Gielen, M., & Rosen, J. (2016, June 23). Reverse Engineering The
YouTube Algorithm. Retrieved from
http://www.tubefilter.com/2016/06/23/reverse-engineering-youtube-algorithm/
Grundmann, R. (2016). Climate change as a wicked social problem.
Nature Geoscience,
9(8), 562–563.
http://doi.org/10.1038/ngeo2780
Hoppe, R., Wesselink, A., & Cairns, R. (2013). Lost in the problem: the role of boundary organisations in the governance of climate change: Role of boundary organizations in the governance of climate change.
Wiley Interdisciplinary Reviews: Climate Change,
4(4), 283–300.
http://doi.org/10.1002/wcc.225
Incropera, F. P. (2015).
Climate Change: A Wicked Problem: Complexity and Uncertainty at the Intersection of Science, Economics, Politics, and Human Behavior. New York, NY: Cambridge University Press.
Pearce, W., Brown, B., Nerlich, B., & Koteyko, N. (2015). Communicating climate change: conduits, content, and consensus.
Wiley Interdisciplinary Reviews: Climate Change,
6(6), 613–626.
http://doi.org/10.1002/wcc.366
Pearce, W., Holmberg, K., Hellsten, I., & Nerlich, B. (2014). Climate Change on Twitter: Topics, Communities and Conversations about the 2013 IPCC Working Group 1 Report.
PLoS ONE,
9(4), e94785.
http://doi.org/10.1371/journal.pone.0094785
Prins, G., Galiana, I., Green, C., Grundmann, R., Korhola, A., Laird, F., … Hulme, M. (2010). The Hartwell Paper: a new direction for climate policy after the crash of 2009. Retrieved from
http://eprints.lse.ac.uk/27939
Schäfer, M. S., & Schlichting, I. (2014). Media representations of climate change: a meta-analysis of the research field.
Environmental Communication: A Journal of Nature and Culture,
8(2), 142–160.
http://doi.org/10.1080/17524032.2014.914050