islanders. environmental refugees/migrants controversy
DESCRIPTION
There is a debate about displacement forced by climatic reasons. There are those who think the reason is environmental and those who believe the real reason is socio-economical. The first ones call these people in two ways. Environmental migrants, considered just as migrants, and environmental refugees, considered as a not yet defined juridical category and needy of their own trusteeship. The report shows the methods and the results of a web research that applies this debate to the particular climatic situation of small islands in the whole world. All topics are represented through different types of visualization, each of them tries to analyze the facts from different point of view. Work by: Marco Agosta, Elisa Angelico, Michele Crivellaro, Federica D'Urzo, Elisa Raciti.TRANSCRIPT
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IslandersEnvironmental Refugees/Migrants ControversyMarco Agosta, Elisa Angelico, Michele Crivellaro, Elisa Raciti
Laboratorio di sintesi finalePolitecnico di Milano A.Y. 2011/2011M.Sc. Comunication DesignSection c3
Paolo CiuccarelliStefano MandatoDonato RicciTommaso VenturiniSalvatore ZIngale
Teaching AssistantsMatteo AzziGiorgio CavigliaMichele MauriAzzurra Pini
Laboratorio di sintesi finalePolitecnico di Milano A.Y. 2011/2011M.Sc. Comunication DesignSection c3
Paolo CiuccarelliStefano MandatoDonato RicciTommaso VenturiniSalvatore ZIngale
Teaching AssistantsMatteo AzziGiorgio CavigliaMichele MauriAzzurra Pini
IslandersEnvironmental Refugees/Migrants ControversyMarco Agosta, Elisa Angelico, Michele Crivellaro, Elisa Raciti
Laboratorio di sintesi finalePolitecnico di Milano A.Y. 2011/2011M.Sc. Comunication DesignSection c3
Paolo CiuccarelliStefano MandatoDonato RicciTommaso VenturiniSalvatore ZIngale
Teaching AssistantsMatteo AzziGiorgio CavigliaMichele MauriAzzurra Pini
Laboratorio di sintesi finalePolitecnico di Milano A.Y. 2011/2011M.Sc. Comunication DesignSection c3
Paolo CiuccarelliStefano MandatoDonato RicciTommaso VenturiniSalvatore ZIngale
Teaching AssistantsMatteo AzziGiorgio CavigliaMichele MauriAzzurra Pini
Islanders story Environmental Refugees vs Environmental MigrantsControversy timelineControversy observations
Aim QuestionsProtocol
Url analysis CorpusCrawlIssue Geographer
Alchemy Keywords and Entities Distribution of Keywords and EntitiesKeywords Polar axis Comparison Qualitative Comparison Quantitave Comparison
Entities Polar axis Comparison Qualitative Comparison Country Quantitave Comparison Country Qualitative Comparison Organization Quantitave Comparison Organization Qualitative Comparison Person Quantitative Comparison Person
ConclusionCommon sites analysisAre the islands talking about themselves?Which Organizations talk about the controversy?Who Talks about the controversy?
Conclusion Conclusion
Summary
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Islanders Story
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Environmental Refugee
“A fundamental difficulty in dealing with this topic, however, is that there is still no agreed definition and typology of environmental refugees or migrants – and even less so in the case of the so-called climate refugees. Some events or phenomena relating to the environment that may lead to migration and provide the basis for a typology, include the following: natural disasters/sudden disasters; gradual environmental degradation/slow-onset disasters; environmental conflicts; environmental destruction as a consequence of or as a weapon in conflicts; environment conservation; development projects (such as dam construction); industrial accidents (such as Bhopal and Chernobyl). There may be even further sub-categories based on distinctions such as: human-made or natural change; climate change-induced or all environmental change; temporary or permanent environmental change, temporary or permanent migration, internal or international/cross-border migration. Of course, it matters little for the people affected if a disaster is related to human-induced climate change or not, but for some research and policy purposes this may be a useful distinction.”
Npr, 2010
Environmental refugees vs environmental migrants
Environmental Migrant
“People who have been forced to leave their traditional habitat, temporarily or permanently, because of a marked environmental disruption (natural and/or triggered by people) that jeopardised their existence and/or seriously affected the quality of their life. By environmental disruption in this definition is meant any physical, chemical and/or biological changes in the ecosystem (or resource base) that render it, temporarily or permanently, unsuitable to support human life.”
El-Hinnawi, 1985
“Persons who no longer gain a secure livelihood in their traditional homelands because of what are primarily environmental factors of unusual scope.”
Myers and Kent, 1995
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Controversy timeline
1976Lester BrownHe is a United States environmental analyst, founded the Worldwatch Institute, the first research institute devoted to the analysis of global environmental issues. He introduces for the first time the term of enviromnental refugees.
19881989 1995
Jodi JacobsonJodi Jacobson is cited as the first researcher to enumerate the issue, stating that there were already up to 10 million environmental refugees. Drawing on worst case scenarios about sea-level rise, she argued that all forms of environmental refugees would be six times as numerous as political refugees
Mustafa TolbaMustafa Tolba, Executive Director of UNEP, was claiming that “as many as 50 million people could become environmental refugees” if the world did not act to support sustainable development.
IPCCIPCC Intergovernmental Panel on Climate Change declared that the greatest single consequence of climate change could be migration, ”with millions of people displaced by shoreline erosion, coastal flooding and severe drought”.
Norman MyersNorman Myers stated that there were 25 million environmental refugees in the mid-1990s, and claiming that this figure could double by 2010, with an upper limit of 200 million by 2050.He also hypothesised that displacement would amount to 30m in China, 30m in India, 15m in Bangladesh, 14m in Egypt, 10m in other delta areas and coastal zones, 1m in island states, and with otherwise agriculturally displaced people totalling 50m.
Nivanga BoatAustralian government donated the Nivanga boat to the Tuvaluan government migration and movement between the different atolls has considerably expanded. International support was provided for the establishment of numerous facilities, including a new administrative building, a hospital, a telecommunication centre, a wharf, and the development of the maritime school just outside of Funafuti. Migration from the outer islands to Funafuti boomed.
Richard BlackRichard Black for first criticized Myers’ prediction and stated that “this notion of environmental refugees hardly tallies with arguments about recent destruction of the ecological balance by modern society; rather, migration is again perhaps better seen as a customary coping strategy.”
19981990
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2006 2007 2008 2009 20102011
Tulele PeisaThe low-lying Carteret Islands form a local NGO called Tulele Peisa, which in the local vernacular means Sailing the Waves on Our Own. It was decided that the Carterets people needed their own indigenous organisation to plan and implement a voluntary relocation program for the next 5-10 years.
PACTuvalu is the first country in which residents have been forced to evacuate because of rising sea levels. Nearly 3000 Tuvaluans have already left their homelands. In support of their crisis, the New Zealand government has established an immigration program called the Pacific Access Category, which currently sees seventy-five residents migrate to NZ each year. The PAC also allows 75 citizens of Kiribati, 250 citizens of Tonga, and 250 citizens of Fiji to emigrate to New Zealand each year.
MangroovesKiribati government planted mangroove trees as a way to try to protect his coastal environments.
Sun come upSun Come Up is released. A film about displaced Carteret islanders.
Carteret StormCarterets Islands were badly damaged by king tides and violent storm surges. Some ilanders were forced to move to Bougainville.
Mohammed NasheedNovember 11 Mohamed Nasheed is the first democratically elected Maldives president. He pledged to set an example by making the Maldives carbon-neutral within a decade by moving to wind and solar power. As part of a campaign, publicizing the threats of climate change and its effects on the Maldives, Nasheed presided over the world’s first underwater cabinet meeting on Oct. 17, 2009. Nasheed presided over the foundation of the Climate Vulnerable Forum.
Jane McAdamJane McAdam is an Australian Research Council Future Fellow, and the Director of Research in the Faculty of Law. She works widely in the area of international refugee law, in particular on complementary protection and climate change-related displacement. She argued that “climate change-induced migration and displacement are real. But it is too simplistic to suggest that the impacts of climate change on human settlements will spur mass migration, and it could feed panic about the security implications of human movement”.
UNEPUNEP its web site the map that shows the places most at risk for what concerns environmental refugees including the very sensitive low lying islands of the Pacific and Caribbean.
Gavin AtkinsGavin Atkins a journalist of the Asian corrispondent asked “What happened to the climate refugees?”. After the story was picked up by news outlets around the world such as Investor News, American Spectator and was cited in the Australian newspaper. It was also a report on Fox News..
The island PresidentThe Island President is released. A film about Mohammed Nasheed and his war against climate change.
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Controversy Observations
The debate developed around environmental migration topic, even if relatively new, has evolved quite quickly in the last few years. There are different opinions about the topic: those who focus on which are the reasons of the migration argue that the real motivation is related more to economic problems than environmental one. Others focus on what could be the solution to the problem, trying to define reception plans from refugees. Still others engage debates about which term is more appropriate, migrants or refugees. In the meanwhile, the islanders have to face the matter, fighting against what is becoming an everyday problem. Because of its multiple facets, it has been really interesting analyze the controversy on the Web, paying particularly attention to four small islands (Carteret Islands, Kiribati, Maldives and Tuvalu), that in the last decade experienced the problem to their own cost, and trying to understand if the situation they have to live today will be experienced by someone else tomorrow.
Aim
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Who Talks About The Controversy?Which Islands Talks About The Controversy?
What Are The Actors Talking About?What Are The Islands Talking About?Are The Islands Talking About Themselves?
Are There Some Differences If The Debate Is About Migrants Rather Than Refugees?
Questions
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Protocol
Corpus construction The first step of this research was to create a single corpus, composed by one hundred websites, to analyze. To have a point of view as much heterogeneous as possible, it was chosen to use the terminological controversy between migrants and refugees querying both words on Google. These two words were combined with four terms that could have been associated with themselves (climate, environmental, forced and eco). Furthermore, these resulting five queries were combined with the names of the four islands chosen. In the end, to obtain a comparison between the way the controversy is discussed in the islands and the way the controversy is discussed from a global point of view, the previous queries were combined with a non-geographical research. The following step was to filter the obtained results. At first, the hosts in common to the ten lists were selected using the Triangulation Tool. To check if the websites selected were actually talking about the topic, they were scraped with Google Scraper Tool. The first ten results of each of the Scrape were joined together to create the final corpus made up by 50 websites on the migrants side and 50 websites on the refugees’ side. The hosts were then divided into five categories: Mainstream News, Independent News, Governmental Organizations, Non-Governmental Organizations and Academic Research. These five categories became the
actors of the controversy, the subjects of this research.Basing on the mutual comparison between the two corpus, it have been used three different tools. At first, to visualize the interconnections between the websites and their respective weight on the Web space, it has been done an outlink Crawler. The result was visualized on Gephi, first, and manually re-composed on Illustrator. Then, always considering the linguistic limitation deriving from the only use of English language in the research, to see if there was a geographical correspondence between small islands local problems and the Web debate, it has been used Issue Geographer Tool.
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Google Scrape
10 most relevant URLs for each islandv
mainstream newsindipendent news
governativenon governative organization
academic research
Organization for actor
-Carteret Islands
KiribatiMaldives
Tuvalu
“island” + “adjective + refugees”-
climateenvironmental
forcedeco
“climate refugees”“refugees”
“environmental refugees”“forced refugees”“eco refugees”
“Carteret Islands” “refugees”“Carteret Islands” “climate refugees”“Carteret Islands” “environmental refugees”“Carteret Islands” “forced refugees”“Carteret Islands” “eco refugees”
“Kiribati” “refugees”“Kiribati” “climate refugees”“Kiribati” “environmental refugees”“Kiribati” “forced refugees”“Kiribati” “eco refugees”
“Maldives” “refugees”“Maldives” “climate refugees”“Maldives” “environmental refugees”“Maldives” “forced refugees”“Maldives” “eco refugees”
“Tuvalu” “refugees”“Tuvalu” “climate refugees”“Tuvalu” “environmental refugees”“Tuvalu” “forced refugees”“Tuvalu” “eco refugees”
-Carteret Islands
KiribatiMaldives
Tuvalu
“island” + “adjective + migrants”-
climateenvironmental
forcedeco
“climate migrants”“migrants”
“environmental migrants”“forced migrants”“eco migrants”
“Carteret Islands” “migrants”“Carteret Islands” “climate migrants”“Carteret Islands” “environmental migrants”“Carteret Islands” “forced migrants”“Carteret Islands” “eco migrants”
“Kiribati” “migrants”
“Kiribati” “environmental migrants”“Kiribati” “forced migrants”“Kiribati” “eco migrants”
“Maldives” “migrants”“Maldives” “climate migrants”“Maldives” “environmental migrants”“Maldives” “forced migrants”“Maldives” “eco migrants”
“Tuvalu” “migrants”“Tuvalu” “climate migrants”“Tuvalu” “environmental migrants”
“Kiribati” “climate migrants”
“Tuvalu” “forced migrants”“Tuvalu” “eco migrants”
Triangulation
MN IN GO NGO AR
G
C
K
M
T
MN IN GO NGO AR
G
C
K
M
T
G
C
K
M
T
G
C
K
M
T
search urlCommon to 5Common to 4Common to 3Common to 2
Corpus analysis In the end, to make a semantic analysis of the corpus in aim to examine the words used in the debate, it has been used Alchemy Tool. The final results put in evidence the entities (Important people, Organizations and Countries) and the keywords. The last ones were then selected by relevance (minimum value: 0.70), grouped together by meaning into ten categories: administration, climate change, movie, global warming, islands, migrants, refugees, sea level, population and extreme events. Alchemy’s results were then combined with the actors, defining their position in the controversy.
Excel
Gephi
Illustrator
Scriptographer
Clash
Bipartite Graph
Toolbox
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AdministrationClimate change
MovieExtreme events
IslandsMigrantsRefugeesSea Level
Population
Alchemy
Entities
Keywords
Crawler
outlinkdivision for islanddivision for actor
division for islanddivision for actor
Issue Geographer
AR
Relevance ≥ 0,70
Selection
CountryPerson
Organisation
Entities selection Keywords organization
Corpus RefugeesCorpus Migrants
URLs analysis
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Legenda
All the information about a single page found in the research are visualized as a box, in which the long side represent the classifi-cation of the url (by actor or by island) and the short side represent the unit of a single page.
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Name of url Unit
Name of keyword or entities
Relevance
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Unit
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abc.net.au Australian Broadcasting Corporation, is an information local network
acp-eucourier.info The Courier, is an information global network.
allafrica.com AllAfrica Global Media is a multi-media content service provider, systems technology developer and the largest electronic distributor of African news and information worldwide. AllAfrica is one of a family of companies that aggregate, produce and distribute news from across Africa to tens of millions of end users.
allvoices.com The world’s premier platform for citizen journalism, Allvoices is committed to delivering a community-driven platform for open, global news and idea exchange.
banabanvoice.ning.com Indipendent information network. The Banabans are the Forgotten People of the Pacific who have suffered from one of the greatest ecological and environmental disasters over the past century.
bluepeacemaldives.org The organization is made up of concerned individuals who wish to ensure that the natural environment is used wisely and continues to be available for the benefit and enjoyment of future generations.
Bluepeace is the oldest environmental Non-Governmental Organization in the Maldives. Its mission is to create environmental awareness through its many campaigns and activities.
brookings.edu The Brookings Institution is a nonprofit public policy organization based in Washington, DC. It conducts high-quality, independent research and provide innovative, practical recommendations.
climate.aib.org.uk Indipendent blog that talks about environment and green thinking.
current.com Network founded by Al Gore. It makes and shows exhaustive analysis about climate change and its thorny problems.
economist.com An English-language weekly news and international affairs publication owned by The Economist Newspaper Ltd. and edited in offices in the City of Westminster, London, England.
ehs.unu.edu Worldwide network of Research and Training Institutes. Research about: vulnerability assessment, resilience analysis, risk management and adaptation strategies within linked human-environment systems; and Internal displacement and transboundary migration due to
environmental push-factors.
ejfoundation.org Environmental Justice Foundation, charity helping people deal with environmental abuses, finding peaceful ways of preventing them. fm-cab.blogspot.com Forced Migration - Current Awareness. Service that highlights web research and information relating to refugees, asylum seekers, internally displaced persons and other forced migrants.
foe.org.au Australian grassroots environmental organization.
goodplanet.info It provides information about ecologic issues.
greenleft.org.au Australia’s leading source of local, national and international news, analysis, and discussion and debate to strengthen the anti-capitalist movements.
grist.org Idependent green news network.
guardian.co.ukg Formerly known as Guardian Unlimited, is a British website owned by the Guardian Media Group. It contains nearly all of the content of the newspapers The Guardian and The Observer, as well as a substantial
body of web-only work produced by its own staff, including a rolling news service.
huffingtonpost.com The Huffington Post is an American news website and content-aggregating blog founded by Arianna Huffington,Kenneth Lerer, and Jonah Peretti, featuring liberal minded columnists and various news sources. The site offers coverage of politics, theology, media, business, entertainment, living, style, the green movement, world news, and comedy, and has news, blogs, and original content.
ipsnews.net Inter Press Service is a global news agency. Its main focus is the production of independent news and analysis about events and processes affecting economic, social and political development. The agency has established a niche in the international mediascape, not only by providing professional reporting on the Global South, civil society, and globalization, but also by covering topics in a more in-depth way than is common in the mainstream news.
irinnews.orgIntegrated Regional Information Networks acts as a news agency focusing on humanitarian stories in regions that are often forgotten, under-reported, misunderstood or ignored. The main purpose of this project of the United Nations Office for the Coordination of Humanitarian Affairs (OCHA) is to create greater awareness and
understanding of regional issues and events, and to contribute to better informed and more effective humanitarian action, media coverage and advocacy.
islandsbusiness.comMultimedia publishing company based in Suva, Fiji. With correspondents throughout Oceania, it describes itself as the “premier publishing group in the Pacific Islands region”, with fourteen outlets in digital and video media as well as printed magazines. The latter include current affairs and business magazines, in-flight magazines for three of the region’s airlines, including Cathay Pacific, and four special-interest industry publications.
judithcurry.com Forum that engages discussions about topics related to the climate science and the science-policy interface.
khaleejtimes.com The Khaleej Times is a daily English language newspaper published in Dubai, United Arab Emirates. Traditionally perceived as the second most popular newspaper in the UAE, Khaleej Times has struggled to keep up its circulation and entered 2011 with a print run of just under 40,000 copies.
mediamatters.org No-profit organization center dedicated to comprehensively monitoring, analyzing, and correcting conservative misinformation
URL
in the U.S. media.
migrantsatsea.wordpress.com A blog that focuses on the subjects of maritime immigration enforcement, rescue at sea, and refugee and migrant rights and protections.
motherjones.com A nonprofit news organization that specializes in investigative, political, and social justice reporting.
mseumvictoria.com.au The largest public museums organization in Australia. It is responsible for the state’s scientific and cultural collections, providing public access through three museums.news.bbc.co.uk BBC News Online is the website of BBC News, the division of the BBC responsible for newsgathering and production. The website is the most popular news website in the United Kingdom and forms a major part of BBC Online (bbc.co.uk).
npr.org National Public Radio, is a privately and publicly funded non-profit membership media organization that serves as a national syndicator to a network of 900 public radio stations in the United States.
oikoumene.org Worldwide fellowship of churches.
opendemocracy.net openDemocracy publishes high quality news analysis, debates and blogs about the world and the way we govern ourselves.
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Urls in common beetween actorsguardian.co.ukunhcr.orgtowardsrecognition.orgnpr.orgtakepart.comipsnews.netallvoices.comnews.bbc.co.uk
outlookindia.com Outlook is one of India’s four top-selling English weekly newsmagazines.
pacific.scoop.co.nz Network that collects news from the pacific islands.
parl.gc.ca Parliament of Canada.
pina.com.fj The Pacific Islands News Association is the premier regional organisation representing the interests of media professionals in the Pacific region. It links radio, television, newspapers, magazines, online services, national associations and journalism schools in 23 Pacific Island.
praer.org Program to Relocate and Assist Environmental Refugees. It recognizes the legal status of those displaced by Climate Change so that they may seek asylum as refugees.
reliefweb.int Relief Web is an on-line gateway to information on humanitarian emergencies and disasters. An independent vehicle of information, designed specifically to assist the international humanitarian community in effective delivery of emergency assistance, it provides information as events unfold, while emphasizing the coverage of forgotten emergencies at the same time.
reuters.com Information network for businesses and professionals.
rsc.ox.ac.uk University of Oxford’s Refugee Studies Centre.
sfu.ca Canadian University website.
smh.com.au The Sydney Morning Herald is a daily broadsheet newspaper published by Fairfax Media in Sydney, Australia.
spiegel.de Spiegel Online, the online version of German weekly news magazine Der Spiegel, is one the most visited news websites written in the German language.
sprep.org Regional organization established by the governments and administrations of the Pacific region to look after its environment.
suprememastertv.com Satellite channel website.
takepart.com A community website focused on socially conscious media and issues.
theage.com.au The Age is a daily broadsheet newspaper which has been published in Melbourne,
Australia since 1854. The Age primarily serves Victoria but is also available for purchase in Tasmania, the Australian Capital Territory and border regions of South Australia and southern New South Wales.
thedailystar.net The Daily Star is the largest circulating English daily newspaper in Bangladesh.
theecologist.org The Ecologist is a British environmental publication. It addresses a wide range of environmental subjects and promotes an ecological systems thinking approach.
time.com Time is the world’s largest weekly news magazine.
towardsrecognition.org Toward Recognition is a blog with the primary goal of raising awareness of environmental migrants.
treehugger.com TreeHugger is a sustainability website. It was rated the top sustainability blog of 2007 by Nielsen Netratings, and was included in Time Magazine’s 2009 blog index as one of the top twenty-five blogs.
uk.oneworld.net Engaged to innovate people’s media for a fairer and greener worlds.
uk.reuters.com see reuters.com
un.org United Nation website.
unfpa.org United Nations Population Fund website.
unhcr.org UN refugees Agency website.
unicef.org United Nations Children’s Fund website.
unicef-irc.or Unicef Innocenti research centre website.
wn.com World news “delivers breaking news from all over the world in 43 Languages”.
pulitzercenter.org The Pulitzer Center on Crisis Reporting is an innovative award-winning non-profit journalism organization dedicated to supporting the independent international journalism.
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Corpus
In the tables the hosts in the corpus are di-vided by actors and geographical belonging. The squares near to the hosts’ names rep-resent the single page found. Therefore, in some cases, there can be multiple pages of the same host. From this partition, there are two things that could be immediately noticed: the first one is the total lack of websites in Academ-ic Research category in Refugees corpus. The second one is the presence of eight hosts in common to the two corpus (highlighted in bold).
allvoices.com
takepart.comtowardsrecognition.org
npr.org
banabanvoice.ning.com
climate.aib.org.ukpulitzercenter.org
wn.com
foe.org.au
greenleft.org.aumotherjones.compacific.scoop.co.nz
unhcr.org
bluepeacemaldives.orgejfoundation.org
reliefweb.int
G
MN IN GO NGO AR
C
K
M
T
guardian.co.uk
guardian.co.uk
ipsnews.net
ipsnews.net
news.bbc.co.uk
huffingtonpost.comsmh.com.au
time.com
uk.reuters.com
theecologist.orgtreehugger.com
treehugger.com
treehugger.com
theage.com.au
theage.com.au
suprememastertv.com
suprememastertv.com
uk.oneworld.net
uk.oneworld.net
abc.net.aucurrent.comgoodplanet.info
spiegel.de
oikoumene.orgunicef.org
grist.org
praer.orgdailymail.co.uk
ipsnews.net
reliefweb.int
reliefweb.int
Refugees
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guardian.co.uk fm-cab.blogspot.com
economist.com
reuters.com
acp-eucourier.info
islandsbusiness.compina.com.fj
khaleejtimes.comoutlookindia.comthedailystar.net
guardian.co.uk
guardian.co.uk
guardian.co.uk
guardian.co.uk
ipsnews.net
news.bbc.co.uk
brookings.edu
unicef-irc.org
irinnews.org
rsc.ox.ac.uk
museumvictoria.com.au
unhcr.org
unhcr.org
sprep.org
parl.gc.caun.org
unfpa.org
allafrica.commigrantsatsea.wordpress.comopendemocracy.net
judithcurry.com
mediamatters.orgtakepart.com
towardsrecognition.org
npr.org
G
MN IN GO NGO AR
C
K
M
towardsrecognition.org
allvoices.com un.org
ehs.unu.edu
sfu.ca
T
Migrants
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Percent of actors
As shown here, the division of the websites of the two corpus aggregated by actors has both similar than different characteristics. In both of them Mainstream News have the highest percentage of presence, while the ratio between the Non-Governmental Or-ganizations and the Governmental Organi-zations are far different: it looks like NGOs tend to use more the term refugees rath-er than migrants. Governmental Organiza-tions, instead, act exactly as the opposite. The other relevant observation, as said be-fore, is the total lack of Academic Research in Refugees’ corpus, as to suggest the non-scientific nature of the word refugee.
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Refugees
mai
nstr
eam
new
s
inde
pend
ent
new
s
gove
rnat
ive
orga
niza
tion
non
gove
rnat
ive
orga
niza
tion
Migrants
acad
emic
res
earc
h
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Crawler
After the corpus was divided into catego-ries, the next step was to look for the links between websites. The one hundred web-sites list was processed by Issue Crawler that, searching in the single pages outlinks, was able to determine which were the outlinks of the websites in the corpus and if they were connected one to another. The first visualization made with Gephi showed that most of the outlinks were not in common with the webpages of the corpus. Further-more, the biggest part of the outlinks were from Mainstream News websites. With the aim of visualize the crawling in a more read-able way than Gephi’s graphic, the data were copied on Illustrator and the graphics were drawn in a different way. For a more complete visualization, see the attached poster.
Name of url Unit
Name of keyword or entities
Relevance
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Unit
33
surveymonkey.com
digg.com
law.ox
.ac.uk
imi.ox.ac.uk
iom.int
ohch
r.org
reliefweb.int
forcedmigration.org
internal-displacement.org
forcedmigrationguide.pbworks.com
amnesty.org
fmreview.org
abc.n
et.au
indep
ende
nt.co
.uk
daily
mail.
co.uk
sprin
gerli
nk.co
m
omnit
ure.co
m
onlinelibrary.wiley.com
addthis.c
om
nytim
es.co
m
theregister.co.uk
climateprogress.org
realclimate.org
theecologist.org
wattsupwiththat.com
ec.europa.eu
gmpg.org
automattic.com
ACP-EUCOURIER.INFO
ECONOMIST.COM
GUARDIAN.CO
.UK
IPSNEWS.NETISLANDSBUSINESS.COM
KHALEEJTIMES.COM
NEWS.BBC.CO.UK
OUTLOOKINDIA.COM
PINA.COM.FJ
REUTERS.COM
THEDAILYSTAR.NET
ALLA
FRIC
A.COM
ALLVOICES.COM
FM-CAB.BLOGSPOT.COM
JUDITHCURRY.COM
MEDIAMATTERS.ORG
MIGRANTSATSEA.WORDPRESS.COM
NPR.ORG
OPENDEMOCRACY.NET
TAKEPART.COM
TOWARDSR
ECOGNITIO
N.ORG
PARL.GC.CA
SPRE
P.ORG
UN.ORG
UNFPA.ORG
UNHCR.ORG
BROO
KING
S.ED
U
UNICEF-IRC.ORG
EHS.UNU.EDU
IRIN
NEW
S.OR
G
MUSEUMVICTORIA.COM.AU
RSC.OX.AC.UK
SFU.CA
surveymonkey.com
digg.com
law.ox
.ac.uk
imi.ox.ac.uk
iom.int
ohch
r.org
reliefweb.int
forcedmigration.org
internal-displacement.org
forcedmigrationguide.pbworks.com
amnesty.org
fmreview.org
abc.n
et.au
indep
ende
nt.co
.uk
daily
mail.
co.uk
sprin
gerli
nk.co
m
omnit
ure.co
m
onlinelibrary.wiley.com
addthis.c
om
nytim
es.co
m
theregister.co.uk
climateprogress.org
realclimate.org
theecologist.org
wattsupwiththat.com
ec.europa.eu
gmpg.org
automattic.com
ACP-EUCOURIER.INFO
ECONOMIST.COM
GUARDIAN.CO
.UK
IPSNEWS.NETISLANDSBUSINESS.COM
KHALEEJTIMES.COM
NEWS.BBC.CO.UK
OUTLOOKINDIA.COM
PINA.COM.FJ
REUTERS.COM
THEDAILYSTAR.NET
ALLA
FRIC
A.COM
ALLVOICES.COM
FM-CAB.BLOGSPOT.COM
JUDITHCURRY.COM
MEDIAMATTERS.ORG
MIGRANTSATSEA.WORDPRESS.COM
NPR.ORG
OPENDEMOCRACY.NET
TAKEPART.COM
TOWARDSR
ECOGNITIO
N.ORG
PARL.GC.CA
SPRE
P.ORG
UN.ORG
UNFPA.ORG
UNHCR.ORG
BROO
KING
S.ED
U
UNICEF-IRC.ORG
EHS.UNU.EDU
IRIN
NEW
S.OR
G
MUSEUMVICTORIA.COM.AU
RSC.OX.AC.UK
SFU.CA
fds.duke.edu
preventionweb.net
greenpeace.org.uk
articles.latimes.com
latimes.com
newscientist.com
eau.sagepub.comearth-policy.orgtheatlantic.comsurveymonkey.com
tulelepeisa.org
web.mac.com
en.wikipedia.org
digg.com
globalvoicesonline.org
suncomeup.com
disqus.com
news.nationalgeographic.com
radioaustralia.net.au
ehs.unu.edu
monstersandcritics.com
omniture.com
radiofiji.com.fj
addthis.com
wedding.com.auweatherzone.com.auwatoday.com.au
tradingroom.com.au
tradingpost.com.authevine.com.au
newsvine.com
cgi.fark.com
lawyers.com.au
fairfax.com.au
electrician.com.au
business.com.au
brisbanetimes.com.au
apm.com.au
essentialbaby.com.au
goodguides.com.au
hairsalon.com.au
mycareer.com.au
rsvp.com.au
stayz.com.au
moviefone.com
drive.com.au
livejournal.coma0.
twimg.com
quantcast.com
nrc.no
coinet.org.uk
nytimes.comun.org
cnn.com
irinnews.org
UNHCR.ORG
UNICEF.ORG
RELIEFWEB.INT
FOE.ORG.AU
EJFOUNDATION.ORG
BLUEPEACEMALDIVES.ORG
OIKOUMENE.ORGPRAER.ORG
BANABANVOICE.NING.COM
CLIMATE.AIB.ORG.UK
GREENLEFT.ORG.AU
ALLVOICES.COM
TAKEPART.COM
GRIST.ORG
WN.COM
TOWARDSRECOGNIT
ION.ORG
MOTHERJONES.COM
NPR.ORG
PULITZERCENTER.ORG
SCOOP.CO.NZ
ABC.NET.AU
CURRENT.COM
DAILYMAIL.CO.UK
GOODPLANET.INFO
GUARDIAN.CO.UK
HUFFINGTONPOST.CO
M
IPSNEWS.NET
NEWS.BBC.CO.UK
REUTERS.COM
SMH.COM.AU
SPIEGEL.DE
SUPREMEMASTERTV.COM
THEAGE.COM.AU
THEECOLOGIST.ORG
TIME.COM
TREEHUGGER.COM
UK.ONEWORLD.NET
Migrants
Migrants Refugees
34
Issue Geographer
With Issue Geographer it has been analyzed the geographical source of the websites in the corpus. Since Google queries were found setting English as language, the final result is not to be considered very relevant, because only the Anglophone Countries appear on the map.Every square represent a site and is classified by actor. In the refugees’ corpus the type of site are homogeneous divided in every con-tinent. In the migrants’ corpus, instead, there more differences.
T
CMK
Name of url Unit
Name of keyword or entities
Relevance
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Unit
Refugees
35
T
CMK
Migrants
36
37Alchemy
38
Legenda
Keywords and entitiesAll the information about a single keyword found in the research are visualized as a disk, in which the one side represent the name of the keyword, the other side represent the unit of a single match and the thickness of the disk is the relevance.
Qualitative comparisonThe qualitative comparison has been made to make easier to compare common Key-words and Entities between the two lists. There are two type of graph: divided by ac-tor and divided by island. This is useful to make clear the differences between the two lists and to understand deeply the connec-tion between one certain actor or island and the words it uses.
Quantitative comparisonIn quantitative graphs, alchemy’s relevance has been used to find out how much actors and islands talks about these topics.
Polar axisThis graphic shows the general distribution of the keywords in the corpus. Made with Clash Tool, the position of the keywords is determined by their presence in the Refu-gees’ corpus instead of Migrants’ one. The areas of the circles changes depending on the number of websites using the keyword while the position is given by an arithmetic mean of the websites in Refugees’ corpus and the websites in Migrants’ corpus containing the word.
39
Name of url Unit
Name of keyword or entities
Relevance
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Unit
40
41
Distribution of Keywords and Entities
This graph represent how all the keyword and all the entities are distributed. The first column represent the islands (Gen-eral, Carteret, Kiribati, Maldives, Tuva-lu); the second column represent the actors (Mainstream News, Indipendent News, Governmental Organizations, Non Gov-ernmental Organizations).In the third column, in the lower side there are the keywords, and in the upper side there are the classification of Entities, all written in the fourth column.The main difference between the refugees’ corpus and the migrants’ one is the number and variety of both Keywords and Entities. The pages who use the word refugees, tend to talk about less argument, naming fewer people, countries and organizations than the pages who use migrants do.
42
G
C
K
M
T
MN
IN
GO
NGO
Country
Org
Person
administration
climate change
film
islands
refugees
population
sea level
migrants
Australia
Carteret Islands
Kiribati
Papua New GuineaTunisia
Tuvalu
COIN
WCC
Lewis Gordon Pugh
MaclellanMr Maroni
Jane McAdam
Maldives
EJF
IPCC
UN
Michael Nash
Alex de Sherbinin
Ali Rilwan
Janos Bogardi
Refugees
43
G
C
K
M
T
MN
IN
GO
NGO
AR
Country
Org
Person
administration
climate change
migrants
extreme eventsfilm
islands
refugeespopulationsea level
AustraliaBurundiCanadaCongoFijiIndiaItalyKenyaKiribatiMaldivesMexicoPakistanPapua New GuineaSingapore
USAUEJF
IPCC
UN
UNHCR
Francois Gemenne
GMGIOMNHRISBCJUNU
Andrea Gallina
Anna RushworthCecilia Tacoli
Vaughan Lowe
Harold Haig
Janos Bogardi
Jonathan Leake
Margaret OkekeMichael Oppenheimer
Mohammad Zaman
Nicole Marshall
Raquel Rolnik
Tullio Treves
Migrants
44
Keywords
Administrationgovernment, meetings, adaptation plans, humanitarian policy, human rights, right of asylum.
Climate changeglobal warming, climate change
Extreme eventsfloods and cyclones
MovieSun Come Up
IslandsLow lying islands, coral, nature.
MigrantsForced migration, resettlement, mass mi-gration, climate migrants, enviroment-re-lated migration.
Population Peoples, islanders, community.
Refugees Climate refugees, environmental refugees.
Sea levelSea lever rise.
45
46
Polar axis comparison
What can be noticed is that words like “cli-mate change”, “extreme events” and “ad-ministration” (which indicates adaptation plans) are nearer to Migrants than to Ref-ugees. This could suggest that this word is probably used the most in scientific and humanitarian discussions, while “refugees” could be considered as a more generic word.
47
refu
gees
mig
rant
s
Climate change
MovieRefugees
Population
Islands
Sea level
Extreme events
Migrants
Administration
48
Qualitative comparison
This graph shows how both the Refugees’ and Migrants’ corpus talk about the same things in Mainstream News and in Gener-al (the top rows of both graph). Watching the actor’s graph, the main differences are in the Non Governmental Organizations, in which pages with refugees talks about more arguments and in Academic Research, non present in the refugees’ corpus. More in general, Migrants’ corpus talks more about administration and, obviously, migrants.
49
MN
IN
G
C
GO
NGO
AR
islands
climate change
sea level
refugees
administration
migrants
movie
climate change
administration
migrants
islands
population
refugees
sea level
extreme events
climate change
islands
climate change
sea level
refugees
population
movie
islands
climate change
refugees
population
climate change
administration
migrants
population
movie
climate change
administration
migrants
islands
population
refugees
extreme events
islands
climate change
sea level
administration
population
administration
administration
K
M
T
climate change
sea level
refugees
administration
migrants
film film
climate change
administration
migrants
refugees
sea level
sea level
sea level
sea level
sea level
global warming
islands
climate change
sea level
refugees
population
film
islands
islands
islands
climate change
refugees
refugees
climate change
administration
migrants
population
film
climate change
administrationadministration
administration administration
migrantsmigrants
migrants
migrants
islands
population
population
population
refugees
refugees
islands
climate change
climate change climate change
climate change
sea level
sea level
administration
extreme events
MigrantsRefugees MigrantsRefugeesMN
IN
G
C
GO
NGO
AR
islands
climate change
sea level
refugees
administration
migrants
movie
climate change
administration
migrants
islands
population
refugees
sea level
extreme events
climate change
islands
climate change
sea level
refugees
population
movie
islands
climate change
refugees
population
climate change
administration
migrants
population
movie
climate change
administration
migrants
islands
population
refugees
extreme events
islands
climate change
sea level
administration
population
administration
administration
K
M
T
climate change
sea level
refugees
administration
migrants
film film
climate change
administration
migrants
refugees
sea level
sea level
sea level
sea level
sea level
global warming
islands
climate change
sea level
refugees
population
film
islands
islands
islands
climate change
refugees
refugees
climate change
administration
migrants
population
film
climate change
administrationadministration
administration administration
migrantsmigrants
migrants
migrants
islands
population
population
population
refugees
refugees
islands
climate change
climate change climate change
climate change
sea level
sea level
administration
extreme events
MigrantsRefugees MigrantsRefugees
50
Quantitative comparison
Actor
General viewMainstream and indipendent news talk a lot about nearly everything, to the contra-ry of academic reserarch, that talks less that the other two.
Corpus crossesIn particular there are crosses with almost the same relevance between migrants and refugees in mainstream news (climate change, migrants, islands and sea level), in indipendent news (climate change and population) and in non governative organizations (administration).
Islands
General viewIslands, in a broad view, talk a lot about everything, but there is a little less speech about movie and extreme events.
Corpus crossesFull crosses for climate change, in all the islands.
Keywords relevance (histogram)Both corpus talk a lot about climate change, but migrants talk louder than ref-ugees in movie, administration, migrants, population and refugees. Furthermore, they’re the only one who talk about ex-treme events. To the opposite, refugees talk louder on islands and sea level.This means, for us, that migrants’ speech is more varied, because it deals with a broader range of arguments than refugees
Name of url Unit
Name of keyword or entities
Relevance
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Unit
Name of url Unit
Name of keyword or entities
Relevance
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Unit
Name of url Unit
Name of keyword or entities
Relevance
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Unit
51
G
K
M
T
C
Clim
ate
chan
ge
Mov
ie
Adm
nins
trat
ion
Isla
nds
Mig
rant
s
Pop
ulat
ion
Ref
ugee
s
Sea
leve
l
Extr
eme
even
ts
Clim
ate
chan
ge
Mov
ie
Adm
nins
trat
ion
Isla
nds
Mig
rant
s
Pop
ulat
ion
Ref
ugee
s
Sea
leve
l
Extr
eme
even
ts
AR
GO
IN
MN
NGO
52
Entities
Country
AustraliaIs politically involved into the refugees problem. A strong resettlement program continues to provide durable solutions for refugees from the region and around the world.
BurundiDuring ‘90s Burundi had a bloody civil war beetween etnies. After these conflicts, intense fluxes of refugees moved to near nations. This fact started a long serie of crossed military interventions. The return of displaced persons begun beetween 2002-2003.
CanadaCanada’s current humanitarian immigration program comprises various streams, the main one being refugees. Refugees come to Canada one of two ways: either they are selected abroad to receive a permanent resident visa to come to Canada or they come to Canada on their own and claim protection once here.
CongoThe Democratic Republic of the Congo (DRC) is still contending with ongoing conflict in its troubled east. Approximately 2 million people remain internally displaced and there are more than 450,000 Congolese refugees in neighboring countries.
Fiji
Refugee advocates say increasing numbers of Fijians are seeking asylum in Australia to escape persecution at the hands of Fijian military government, and they say these people are the most vulnerable to the scam artists.
IndiaThough India has not ratified the 1951 United Nations (UN) and 1967 Protocol Relating to the Status of Refugees, it provides shelter to over 300,000 refugees from neighboring countries.
ItalyAccording to Human Right Watch, since Italy established its new interdiction and summary return policy on May 6. 2008, about 500 migrants and asylum seekers have been interdicted by Italian security forces and their boats towed to Libya.
KenyaThe drought situation in the eastern Horn of Africa is deteriorating and it is unlikely to improve until next year, the humanitarian organization CARE International warns. More than 1,000 Somali refugees are arriving daily at the refugee settlements of Daadab in northern Kenya.
KiribatiThe island nation of Kiribati is preparing for the possibility that sea level rise could render large parts of the country uninhabitable: A program that’s training i-Kiribati people as nurses to help them move comfortably to
Australia. Anote Tong, Kiribati’s president, calls the strategy “migrating with dignity.”
MaldivesThe Maldives plans to move money from tourism to purchase land in case of climate disaster. The country’s new president also envisions a sovereign wealth fund for the island nation’s relocation and investments in alternative energy technologies. The vice president said the Maldives would seek international support to reinforce natural coral barriers.
PakistanThe number of refugees in Pakistan keeps growing. United Nations officials are putting the number at one and a half million people this month. They are fleeing the region where Pakistan’s army is trying to put down the Taliban.
Papua New GuineaPapua New Guinea is a signatory to the 1951 Convention relating to the Status of Refugees and its 1967 Protocol.
Organization
EJFEJF is a registered charity established in 2000 to empower people who suffer most from environmental abuses to find peaceful ways of preventing them.
IPCCThe IPCC assesses the scientific, technical and socio-economic information relevant for the understanding of the risk of human-induced climate change.UNThe Office of the United Nations High Commissioner for Refugees (UNHCR), also known as The UN Refugee Agency is a United Nations agency mandated to protect and support refugees at the request of a government or the UN itself and assists in their voluntary repatriation, local integration or resettlement to a third country.
GMGThe Global Migration Group (GMG) is a group consisting of fourteen UN agencies, the World Bank and the International Organisation for Migration that work in cooperation to address global migration issues. It was created in 2006 by then UN Secretary-General Kofi Annan, in order to better coordinate multilateral migration governance initiatives.
IOMThe International Organization for Migration is an intergovernmental organization. It was initially established in 1951 as the Intergovernmental Committee for European Migration (ICEM) to help resettle people displaced by World War II.
NHRI
The research institute for the Department of Health, Taiwan.
UNUUnited nation university contributes, through research and education, to efforts to resolve pressing global problems of human survival, development and welfare.
Persons
Andrea GallinaAssistant Professor at the Department of Social Sciences at Roskilde University, Denmark.
Anna RushworthPress Secretary at New Zealand Parliament
Cecilia TacoliResearcher at International Institute for Environment and Development (IIED).
Chair Vaughan LoweChichele Professor of Public International Law at Oxford University.
Francois Gemenne Research fellow at the Institute for Sustainable Development and International Relations (IDDRI).
Harold HaigSecretary of the International Child Migrants Association.Janos Bogardi
Director of the United Nations University - Institute for Environment and Human Security (UNU-EHS).
Jonathan LeakeScience and Environment Editor at the Sunday Times.
Margaret OkekeA cyclone tore through the Bay of Bengal leaving hundreds of thousands homeless. She and her family are some of those called environmental refgees.
Michael OppenheimerDirector of the Program in Science, Technology and Environmental Policy (STEP) at the Woodrow Wilson School and Faculty Associate of the Atmospheric and Ocean Sciences Program, Princeton Environmental Institute, and the Princeton Institute for International and Regional Studies.
Mohammad ZamanExecutive director of Society for Bangladesh Climate Justice.
Nicole MarshallGraduate student at University of Alberta. Research interests: environmental migration, forced migration and political philosophy.
Raquel Rolnikprofessor at the Faculty of Architecture and Urbanism of the University of Sao
53
Paolo and is the author of several books and articles on the urban issue.
Tullio TrevesProfessor at the University of Milano and Judge of the International Tribunal for the Law of Sea.
Alex de SherbininSenior Staff Associate for Research at the Center for International Earth Science Information Network (CIESIN).
Ali RilwanExecutive director of local environmental NGO Blue Peace, from the Maldives.
Jane McAdamDirector of Research in the Faculty of Law. Director of the International Refugee and Migration Law project at the Gilbert &Tobin Centre of Public Law and convenor of the Faculty’s Refugee Law and Policy Group. Lewis Gordon PughEnvironmental campaigner and maritime lawyer.
MaclellanWorked as a journalist at the Pacific Islands Forum in 1997 in Rarotonga.
Michael NashAmerican film director, screenwriter and producer. Author of the film “Climate refugees”.
Mr MaroniA member of the Northern League, an italian party known for its strong anti-immigrant stance.
54
Polar axis Comparison
These graphics work in the same way of the previous polar axis comparison made with the keywords. The objects analyzed are the entities, divid-ed into three categories: Countries, Organ-izations and Persons. The first comparison shows the names of all the Countries in-volved in the controversy. It’s interesting to highlight the presence of three of the Islands queried, Maldives, Kir-ibati and Tuvalu, while Carteret is totally missing. This could be a consequence of the media phenomenon related to Kiribati and the Maldives. In the second one, the distinction between Organizations involved is quite amazing: only two Organizations are totally aligned with the Refugees’ side. One of them is en-vironmentalist, the other one is a Christian charity. The other Organizations, on the Mi-grants’ side, are all big ones. What can be de-duced is that, maybe, “migrants” is a word used preferably in institutional texts. The third one shows two distinct factions. Except for Janos Bogardi, the director of United Nations University, whose name is quite in the middle of the graphic, the oth-er names are definitely divided. On the ref-ugees side there are activists, a journalist and the director of the movie “Climate refugees”. On the other side there are all the people be-longing to scientific or institutional Organi-zations. This could be another proof of the fact that the word “migrants” is preferred to the word “refugees” because of its being more technical, more ‘politically correct’.
55
mig
rant
s
refu
gees
Janos Bogardi
Alex de Sherbinin
Ali Rilwan
Andrea Gallina
Anna Rushworth
Cecilia Tacoli
Francois Gemenne
Harold Haig
Jane McAdam
Jonathan Leake
Maclellan
Michael Nash
Mohammad Zaman
Mr Maroni
Nicole Marshall
Raquel Rolnik
Tullio Treves
Vaughan Lowe
Margaret Okeke
Michael Oppenheimer
Lewis Gordon Pugh
migrants
refugees
UN
AUCOIN
EJF
GMG
IOM
IPCC
NHRIs
SBCJ
UNHCR
UNUWCC
mig
rant
s
refu
gees
Australia
Burundi
Canada
CarteretCongo
Fiji
India
Italy
Kenya
Kiribati Maldives
Mexico
Pakistan
Papua New Guinea
Singapore
Tunisia
Tuvalu
US
56
The following graphics are the same of the previous one. The only difference is that this one shows what the actual number of words in the corpus really is, instead of counting the number of websites. That’s why the cir-cles are generally bigger than the other ones.
Polar axis Comparison
57
MIGRANTSREFUGEES
KiribatiMaldives
PapuaNew
Guinea
Pakistan
Canada
Congo
Fiji
India
Italy
Kenya
Mexico
Singapore
Carteret Islands
Burundi
Usa
Tuvalu
Tunisia
Australia
EJF UN
COIN
WCC
Andrea Gallina
Anna Rushworth
Cecilia Tacoli
Vaughan Lowe
Francois Gemenne
Harold Haig
Jonathan Leake
Margaret Okeke
Michael Oppenheimer
Mohammad Zaman
Nicole Marshall
Raquel Rolnik
Tullio Treves
Alex de Sherbinin
Ali Rilwan
Jane McAdam
Lewis Gordon Pugh
Maclellan
Michael Nash
Mr Maroni
AU
GMG
IOM
NHRIs
SBCJ
UNHCR
IPCC
JanosBogardi
MIGRANTSREFUGEES
KiribatiMaldives
PapuaNew
Guinea
Pakistan
Canada
Congo
Fiji
India
Italy
Kenya
Mexico
Singapore
Carteret Islands
Burundi
Usa
Tuvalu
Tunisia
Australia
EJF UN
COIN
WCC
Andrea Gallina
Anna Rushworth
Cecilia Tacoli
Vaughan Lowe
Francois Gemenne
Harold Haig
Jonathan Leake
Margaret Okeke
Michael Oppenheimer
Mohammad Zaman
Nicole Marshall
Raquel Rolnik
Tullio Treves
Alex de Sherbinin
Ali Rilwan
Jane McAdam
Lewis Gordon Pugh
Maclellan
Michael Nash
Mr Maroni
AU
GMG
IOM
NHRIs
SBCJ
UNHCR
IPCC
JanosBogardi
MIGRANTSREFUGEES
KiribatiMaldives
PapuaNew
Guinea
Pakistan
Canada
Congo
Fiji
India
Italy
Kenya
Mexico
Singapore
Carteret Islands
Burundi
Usa
Tuvalu
Tunisia
Australia
EJF UN
COIN
WCC
Andrea Gallina
Anna Rushworth
Cecilia Tacoli
Vaughan Lowe
Francois Gemenne
Harold Haig
Jonathan Leake
Margaret Okeke
Michael Oppenheimer
Mohammad Zaman
Nicole Marshall
Raquel Rolnik
Tullio Treves
Alex de Sherbinin
Ali Rilwan
Jane McAdam
Lewis Gordon Pugh
Maclellan
Michael Nash
Mr Maroni
AU
GMG
IOM
NHRIs
SBCJ
UNHCR
IPCC
JanosBogardi
MigrantsRefugees
58
Qualitative ComparisonCountry
Common Country
Papua New GuineaLow-lying carteret islands are within Papua Nuova Guinea's jurisdiction.
KiribatiVery affected by the environmental degra-dation linked to the climate change, they are the first ones who try to protect coastal en-vironment by planting mangroves.
AustraliaAustralian government has been helping the local governments of the Pacific Islands since the problem of migration has become worrying.
MaldivesThe question of Maldivians' adaptation to climate change is brought on the screen thanks to the movie "The island President".
59
MN
IN
GO
NGO
AR
Maroni
Nash
Sherbinin
Pugh
Rilwan
Maclellan
Mc Adam
Mc Adam
Bogardi
Gemenne
Haig
Gallina
Bogardi
Tacoli
Okeke
Rolnik
Zaman
Treves
Rushworth
Vaughan Lowe
Oppenheimer
Leake
Marshall
MN
IN
GO
NGO
AR
MigrantsRefugees
MigrantsRefugees
MigrantsRefugees
COIN
EJF
EJF
IPCC
IPCC
UN
UNHCR
NHRIs
GMC
IOM
UN
EJF
WCC
IPCC
IPCC
SBCJ
UN
UNU
AU
MN
IN
GO
NGO
AR
Fiji
Pakistan
Kenya
India
Singapore
Italy
Mexico
United States
Canada
Maldives
Congo
Burundi
Kiribati
Papua New Guinea
Congo
Australia
Kiribati
Tuvalu
Maldives
Australia
Tunisia
Papua New Guinea
Carteret Islands
Carteret Islands
Kiribati
Maldives
Tuvalu
UN.
IPCC
EJF
Papua New Guinea
Kiribati
Maldives
Australia
Kiribati
Tuvalu
Australia
Carteret Islands
Janos Bogardi
MigrantsRefugees
MigrantsRefugees
MigrantsRefugees
G
C
K
M
T
G
C
K
M
T
G
C
K
M
T
UN
IPCC
EJF
IPCCCOIN
AUIPCCUN
NHRIsSBCJIPCCUNHCR
EJFGMCIOM
UNUNUIPCC
UNHCR
EJFUN
IPCCUN
UNWCC
Papua New Guinea
Kiribati
Maldives
Australia
Carteret Islands
Kiribati
Singapore
Kenya
Pakistan
Italy
Mexico
United States
Australia
Burundi
Congo
Kiribati
Fiji
Papua New Guinea
Canada
Maldives
India
United States
Congo
Maldives
Tuvalu
Australia
Maldives
Carteret Islands
Papua New Guinea
Kiribati
Tuvalu
Carteret Islands
Kiribati
Australia
Janos Bogardi
Bogardi
Maroni
Nash
Sherbinir
Mclellan
McAdam
Pugh
Rilwan
McAdam
Leake
Vaughan Lowe
Rushworth
Oppenheimer
Tacoli
Treves
Gallina
Haig
Gemenne
Rolnik
Okeke
Zaman
Bogardi
Gemenne
Marshall
60
Quantitative ComparisonCountry
Actor
General viewThe biggest thing here is that mainstream news talk really loud about a lot of coun-tries.
Corpus crossesThe only cross is in mainstream news about Kiribati and papua New Guinea.
Islands
General viewThe curious thing is that the main talker here are the general corpus and the tuvalu's one.
Corpus crossesKiribati talk about itself, but the Carteret is-lands talk about Maldives.
Keywords relevance (histogram)In Burundi, Fiji, India, Italy, Mexico, Paki-stan, Singapore and US migrants is the only talker and it’s prevalent in Kiribati and the Papua New Guinea. Instead, refugees are the only talker in Tunisia, Tuvalu and Car-teret Islands; but they are predominant in Australia and the Maldives.
Name of url Unit
Name of keyword or entities
Relevance
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Unit
Name of url Unit
Name of keyword or entities
Relevance
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Unit
Name of url Unit
Name of keyword or entities
Relevance
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Unit
61
Aust
ralia
Can
ada
Car
tere
t Isl
ands
Con
go Fiji
Indi
a
Italy
Ken
ya
Kir
ibat
i
Mal
dive
s
Mex
ico
Pak
ista
n
Pap
ua N
ew G
uine
a
Sing
apor
e
Tuni
sia
Tuva
lu US
Bur
undi
T
K
C
G
M
Aust
ralia
Can
ada
Car
tere
t Isl
ands
Con
go Fiji
Indi
a
Italy
Ken
ya
Kir
ibat
i
Mal
dive
s
Mex
ico
Pak
ista
n
Pap
ua N
ew G
uine
a
Sing
apor
e
Tuni
sia
Tuva
lu US
Bur
undi
AR
GO
IN
MN
NGO
62
Common Organization
EJFEnvironmental Justice Foundation, is a reg-istered charity established in 2000 to em-power people who suffer most from envi-ronmental abuses to find peaceful ways of preventing them. EJF has argued that the people who will be forced to move due to climate change cur-rently have no adequate recognition in in-ternational law. The EJF contends that a new multilateral legal instrument is re-quired to specifically address the needs of climate refugees in order to confer protec-tion to those fleeing environmental degra-dation and climate change.
IPCCThe Intergovernmental Panel on Climate Change is a scientific intergovernmental body which provides comprehensive assess-ments of current scientific, technical and so-cio-economic information worldwide about the risk of climate change caused by human activity, its potential environmental and so-cio-economic consequences, and possible options for adapting to these consequences or mitigating the effects. Thousands of sci-entists and other experts contribute (on a voluntary basis, without payment from the IPCC) to writing and reviewing reports, which are reviewed by representatives from all the governments, with summaries for policy makers being subject to line-by-line approval by all participating governments. Typically this involves the governments of
more than 120 countries.
UNThe United Nations is an international or-ganization whose stated aims are facilitat-ing cooperation in international law, inter-national security, economic development, social progress, human rights, and achieve-ment of world peace. The UN was found-ed in 1945 after World War II to replace the League of Nations, to stop wars between countries, and to provide a platform for di-alogue. It contains multiple subsidiary or-ganizations to carry out its missions.
Qualitative comparisonOrganization
63
MN
IN
GO
NGO
AR
Maroni
Nash
Sherbinin
Pugh
Rilwan
Maclellan
Mc Adam
Mc Adam
Bogardi
Gemenne
Haig
Gallina
Bogardi
Tacoli
Okeke
Rolnik
Zaman
Treves
Rushworth
Vaughan Lowe
Oppenheimer
Leake
Marshall
MN
IN
GO
NGO
AR
MigrantsRefugees
MigrantsRefugees
MigrantsRefugees
COIN
EJF
EJF
IPCC
IPCC
UN
UNHCR
NHRIs
GMC
IOM
UN
EJF
WCC
IPCC
IPCC
SBCJ
UN
UNU
AU
MN
IN
GO
NGO
AR
Fiji
Pakistan
Kenya
India
Singapore
Italy
Mexico
United States
Canada
Maldives
Congo
Burundi
Kiribati
Papua New Guinea
Congo
Australia
Kiribati
Tuvalu
Maldives
Australia
Tunisia
Papua New Guinea
Carteret Islands
Carteret Islands
Kiribati
Maldives
Tuvalu
UN.
IPCC
EJF
Papua New Guinea
Kiribati
Maldives
Australia
Kiribati
Tuvalu
Australia
Carteret Islands
Janos Bogardi
MigrantsRefugees
MigrantsRefugees
MigrantsRefugees
G
C
K
M
T
G
C
K
M
T
G
C
K
M
T
UN
IPCC
EJF
IPCCCOIN
AUIPCCUN
NHRIsSBCJIPCCUNHCR
EJFGMCIOM
UNUNUIPCC
UNHCR
EJFUN
IPCCUN
UNWCC
Papua New Guinea
Kiribati
Maldives
Australia
Carteret Islands
Kiribati
Singapore
Kenya
Pakistan
Italy
Mexico
United States
Australia
Burundi
Congo
Kiribati
Fiji
Papua New Guinea
Canada
Maldives
India
United States
Congo
Maldives
Tuvalu
Australia
Maldives
Carteret Islands
Papua New Guinea
Kiribati
Tuvalu
Carteret Islands
Kiribati
Australia
Janos Bogardi
Bogardi
Maroni
Nash
Sherbinir
Mclellan
McAdam
Pugh
Rilwan
McAdam
Leake
Vaughan Lowe
Rushworth
Oppenheimer
Tacoli
Treves
Gallina
Haig
Gemenne
Rolnik
Okeke
Zaman
Bogardi
Gemenne
Marshall
64
Quantitative ComparisonOrganization
Actor
General viewOrganizations, indipendent news and Ac-ademic research talk more that the others, in general the topic distribution a far varied and it focus on many organizations.
Corpus crossesThe only cross is Ejf in mainstream news.
Islands
General viewThe general and carteret island corpus are those who talk more and about more dif-ferent actors.
Corpus crossesNon present.
Keywords relevance (histogram)
Keywords relevance (histogram)Only refugees talk about WWC and COIN, instead in AU, GMG, IOM, NHRIs, SBCJ, UNJCR and UNU there’s only migrants who talk about them. In EJF and UN, mi-grants talks more that refugees.
Name of url Unit
Name of keyword or entities
Relevance
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Unit
Name of url Unit
Name of keyword or entities
Relevance
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Unit
Name of url Unit
Name of keyword or entities
Relevance
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Unit
65
AU EJF
GMG
IOM
IPCC
NHRIs
SBCJ UN
UNHCR
UNU
WCC
COIN
T
K
C
G
M
AU EJF
GMG
IOM
IPCC
NHRIs
SBCJ UN
UNHCR
UNU
WCC
COIN
AR
GO
IN
MN
NGO
66
Qualitative ComparisonPerson
Common Person
Jane Mcadam Professor Jane McAdam is an Australian Research Council Future Fellow, and the Director of Research in the Faculty of Law. She is also the Director of the Internation-al Refugee and Migration Law project at the Gilbert&Tobin Centre of Public Law and the convenor of the Faculty’s Refugee Law and Policy Group. She is a Research Asso-ciate at the University of Oxford’s Refu-gee Studies Centre, and was the Director of its International Summer School in Forced Migration in 2008.(Vedi timeline pag XX)
Janos BogardiJanos Bogardi has been the Director of the United Nations University - Institute for Environment and Human Security (UNU-EHS) since 2003. Simultaneously he is also Vice-Rector a.i. of the Vice Rectorate in Eu-rope since May 2007.Janos Bogardi started his UN career in 1995 with the United Nations Educational Scientific and Cultural Organization (UN-ESCO) in Paris, France, as a Senior Pro-gramme Specialist and soon became the Chief of the Section on Sustainable Water
67
MN
IN
GO
NGO
AR
Maroni
Nash
Sherbinin
Pugh
Rilwan
Maclellan
Mc Adam
Mc Adam
Bogardi
Gemenne
Haig
Gallina
Bogardi
Tacoli
Okeke
Rolnik
Zaman
Treves
Rushworth
Vaughan Lowe
Oppenheimer
Leake
Marshall
MN
IN
GO
NGO
AR
MigrantsRefugees
MigrantsRefugees
MigrantsRefugees
COIN
EJF
EJF
IPCC
IPCC
UN
UNHCR
NHRIs
GMC
IOM
UN
EJF
WCC
IPCC
IPCC
SBCJ
UN
UNU
AU
MN
IN
GO
NGO
AR
Fiji
Pakistan
Kenya
India
Singapore
Italy
Mexico
United States
Canada
Maldives
Congo
Burundi
Kiribati
Papua New Guinea
Congo
Australia
Kiribati
Tuvalu
Maldives
Australia
Tunisia
Papua New Guinea
Carteret Islands
Carteret Islands
Kiribati
Maldives
Tuvalu
UN.
IPCC
EJF
Papua New Guinea
Kiribati
Maldives
Australia
Kiribati
Tuvalu
Australia
Carteret Islands
Janos Bogardi
MigrantsRefugees
MigrantsRefugees
MigrantsRefugees
G
C
K
M
T
G
C
K
M
T
G
C
K
M
T
UN
IPCC
EJF
IPCCCOIN
AUIPCCUN
NHRIsSBCJIPCCUNHCR
EJFGMCIOM
UNUNUIPCC
UNHCR
EJFUN
IPCCUN
UNWCC
Papua New Guinea
Kiribati
Maldives
Australia
Carteret Islands
Kiribati
Singapore
Kenya
Pakistan
Italy
Mexico
United States
Australia
Burundi
Congo
Kiribati
Fiji
Papua New Guinea
Canada
Maldives
India
United States
Congo
Maldives
Tuvalu
Australia
Maldives
Carteret Islands
Papua New Guinea
Kiribati
Tuvalu
Carteret Islands
Kiribati
Australia
Janos Bogardi
Bogardi
Maroni
Nash
Sherbinir
Mclellan
McAdam
Pugh
Rilwan
McAdam
Leake
Vaughan Lowe
Rushworth
Oppenheimer
Tacoli
Treves
Gallina
Haig
Gemenne
Rolnik
Okeke
Zaman
Bogardi
Gemenne
Marshall
68
Quantitative ComparisonPerson
Actor
General viewMainstream news, followed by indipendent news talk about he wider range of people.
Corpus crossesThe only cross between the two corpus of migrants and refugees is Janos Bogardi.
Islands
General viewThe Maldives and the general are the main talker.
Corpus crossesNo crosses.
Keywords relevance (histogram)There is only migrants in: Gallina, Rush-worth, Tacoli, Lowe, Gemenne, Haig, Leake, Okeke, Oppenheimer, Zaman, Marshall, Rolnik, Treves. instead there is only refugees in far less people: Rilwan, Sherbinin, McAdam, Pugh, Maclellan, Nash, Maroni. Despite that, Refugees is louder in Bogardi.
Name of url Unit
Name of keyword or entities
Relevance
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Unit
Name of url Unit
Name of keyword or entities
Relevance
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Unit
Name of url Unit
Name of keyword or entities
Relevance
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Unit
69
Alex
de
Sher
bini
n
Andr
ea G
allin
a
Anna
Rus
hwor
th
Cec
ilia
Taco
li
Cha
ir V
augh
an L
owe
Fran
cois
Gem
enne
Har
old
Hai
g
Jane
McA
dam
Jano
s B
ogar
di
Jona
than
Lea
ke
Lew
is G
ordo
n P
ugh
Mac
lella
n
Mar
gare
t Oke
ke
Mic
hael
Nas
h
Mic
hael
Opp
enhe
imer
Moh
amm
ad Z
aman
Mr
Mar
oni
Nic
ole
Mar
shal
l
Raq
uel R
olni
k
Tulli
o Tr
eves
Ali R
ilwan
AR
GO
IN
MN
NGO
Alex
de
Sher
bini
n
Andr
ea G
allin
a
Anna
Rus
hwor
th
Cec
ilia
Taco
li
Cha
ir V
augh
an L
owe
Fran
cois
Gem
enne
Har
old
Hai
g
Jane
McA
dam
Jano
s B
ogar
di
Jona
than
Lea
ke
Lew
is G
ordo
n P
ugh
Mac
lella
n
Mar
gare
t Oke
ke
Mic
hael
Nas
h
Mic
hael
Opp
enhe
imer
Moh
amm
ad Z
aman
Mr
Mar
oni
Nic
ole
Mar
shal
l
Raq
uel R
olni
k
Tulli
o Tr
eves
Ali R
ilwan
T
K
C
G
M
70
71Conclusions
72
This graphs shows the percentage of argu-ments discusses in the common sites be-tween the refugees’ and migrants’ corpus. The dimension of the pie charts is given by the number of pages of the site found in both the corpus. It has to be noticed that the common sites are only from three types of actor: Mainstream News, Indipendent News e Governative Organization. Every site, except takepart.com talk about climate change.
Name of url Unit
Name of keyword or entities
Relevance
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Unit
Common sites analysis
73allvoices.com guardian.co.uk ipsnews.net news.bbc.co.uk
npr.org takepart.com towardsrecognition.org unhcr.org
Clim
ate
Chan
ge
Islands
Refugees
Climate
Change
Movie
Migrants Administratio
n
ClimateChange
Isla
nds
Refugees
Administration Movie
Climate
Change
Islands
ClimateChangeIslands
Clim
ate
Chan
ge
Islands
Mig
rant
s
Refugees
Sea Level
Migrants
Population
Refugees
Sea Level
Islands
Adm
inis
trat
ion
ClimateChange
74
These graphics show the division by islands’ websites of the Countries found in the Al-chemy’s research. The main difference between Refugees and Migrants could be noticed from the differ-ent size of the slices in the pie charts dedi-cated to the islands: in the first one the per-centage is 81.5%, while in the second one it’s only 11.8%. Migrants’ websites seem to be more sensitive than Refugees’ to all the Countries having migration problems. An-other interesting thing is the difference be-tween the percentages of the islands: in the first one, Kiribati reaches the biggest value. This difference could be explained by the media phenomenon built around Kiriba-ti’s situation. In Migrants it’s quite the op-posite: there is not such a difference in the localization of the islands, since the biggest part of the results come from websites be-longing to general’s set.
Name of url Unit
Name of keyword or entities
Relevance
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Unit
Are the Islands talking about themselves?
75
refugees migrants
Australia
Carteret IslandsKiribatiMaldives
Canada
Italy
US
Burundi
Congo
Fiji
India
Kenya
Kirib
ati
Mal
dives
Mexico
Pakistan
Papua New GuineaSingapore
29,4
%
58,8 %
11,8 %Islands
Other contries with emigration
Invo
lved
coun
tries
Papua New Guinea
Tunisia
Australia
Tuvalu
81,5 %
7,4 %
11,1 %
Othe
r con
tries
with
emig
ratio
n
Islan
ds
Involved countries
Refugees Migrants
refugees migrants
Australia
Carteret IslandsKiribatiMaldives
Canada
Italy
US
Burundi
Congo
Fiji
India
Kenya
Kirib
ati
Mal
dives
Mexico
Pakistan
Papua New GuineaSingapore
29,4
%
58,8 %
11,8 %Islands
Other contries with emigration
Invo
lved
coun
tries
Papua New Guinea
Tunisia
Australia
Tuvalu
81,5 %
7,4 %
11,1 %
Othe
r con
tries
with
emig
ratio
n
Islan
ds
Involved countries
76
This pie chart shows the distribution of the Organizations divided by actor. The most relevant thing is the massive presence of Governmental Organizations in Migrants’ corpus, almost the double of Refugees’. This and the fact that almost half of the words are from Academic Research set, further demonstrates that the word “migrants” is considered as more technical of the word “refugees” and it’s used above all in scientif-ic field. The presence of the WCC (World Council of Churches) in Refugees’ corpus shows how this side of the topic, instead, tends to integrate variegated points of view.
Name of url Unit
Name of keyword or entities
Relevance
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Unit
Which Organizations talk about the controversy?
77
COINEJFWCC
IPCC
UN
AU
GMG
IOM
NHRIsUN
UNHCREJF
SBCJ
IPCC
UNU
refugees migrants
60 %
26,7 %
13,3 %
Rese
arch o
rganizations
Gover
nativ
e org
aniza
tions
Non governative organizations
44,4 %
22,2 %
33,3 %
Non governative organizations
Rese
arch organizations
Governative organizations
Refugees Migrants
COINEJFWCC
IPCC
UN
AU
GMG
IOM
NHRIsUN
UNHCREJF
SBCJ
IPCC
UNU
refugees migrants
60 %
26,7 %
13,3 %
Rese
arch o
rganizations
Gover
nativ
e org
aniza
tions
Non governative organizations
44,4 %
22,2 %
33,3 %
Non governative organizations
Rese
arch organizations
Governative organizations
78
Name of url Unit
Name of keyword or entities
Relevance
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Island Actor
G General
C Carteret
K Kiribati
M Maldives
T Tuvalu
Corpus
Refugees
Migrants
MN Mainstream News
IN Indipendent News
GO Governative Organization
NGO Non governamental Organization
AR Academic Research
Unit
This pie chart shows the division by actors of the people found in Alchemy research. What can be seen is the different percent-age of researcher in Migrants’ corpus and in Refugees’ one: in the first case, the percent-age reaches the 66.7% of the total amount, outnumbering the amount of researchers in Refugees. Another interesting difference is the presence of a new category in Refugees’ corpus, “film maker”, while in Migrants ap-pears the name of Margaret Okeke, a mi-grant.
Who talks about the controversy?
79
RefugeesMigrants
Ali R
ilwan
Lewis
Gordo
n Pugh
Michael Nash
Maclellan
Mr M
aroni
Jane McAdam
Janos Bogardi
Alex de Sherbinin
Moh
amm
ad Z
aman
Haro
ld H
aig
Jonathan Leake
Margaret Okeke
Anna Rushworth
Raquel Rolnik
Chai
r Vau
ghan
Low
e
Michae
l Opp
enhe
imer
Nicole M
arshallTullio
TrevesAndrea GallinaCecilia Tacoli
Francois Gemenne
Janos Bogardi
6,7 %6,7 %
6,7 %
13,3 %
66,7 %
Journalists
Activists
Politicians
Researchers
Migrants10 %
50 %
10 %
10 %
20 %
Activists
Journ
alist
s
Politicians
Rese
arch
ers Film
makers
Refugees Migrants
RefugeesMigrants
Ali R
ilwan
Lewis
Gordo
n Pugh
Michael Nash
Maclellan
Mr M
aroni
Jane McAdam
Janos Bogardi
Alex de Sherbinin
Moh
amm
ad Z
aman
Haro
ld H
aig
Jonathan Leake
Margaret Okeke
Anna Rushworth
Raquel Rolnik
Chai
r Vau
ghan
Low
e
Michae
l Opp
enhe
imer
Nicole M
arshallTullio
TrevesAndrea GallinaCecilia Tacoli
Francois Gemenne
Janos Bogardi
6,7 %6,7 %
6,7 %
13,3 %
66,7 %
Journalists
Activists
Politicians
Researchers
Migrants10 %
50 %
10 %
10 %
20 %
Activists
Journ
alist
sPoliticians
Rese
arch
ers Film
makers
80
81Conclusions
82
83
From the research came out the informations expected. Medias use more the term “refugees” and maybe because of its impact on the feelings of the reader and its capacity to attract the attention to the fact that those people are forced to leave their homes. But under this use there is a lack of a broader view of the problem, favouring sensationalism to the detriment of the complexity of the topic. Migrants’ websites put the debate under both governmental and scientific points of view, focusing mostly on adaptation plans.To better develop the topic in order to continue this research in the future, it could be useful to integrate the English queries with the same ones translated into other languages. Furthermore, the top results could be analyzed with a deeper semantic research (taking, for instance, all the results with a relevance lower than 0.70) and .pdf files found with Google’s research could be included in the analysis.
Conclusion
84