World Cup Statistics

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Where is all the football gone? While it’s another four years now to wait for the next Football (Soccer) World Cup, there is plenty of statistics to look back at from this year’s tournament in Brazil. “World” cup of course only applied to a small number of countries from around the world, as only 32 nations have qualified for the event. And then, one after another leaves early, so that the number of matches adds to the representation of countries and regions from around the world in this global sports event that – in terms of television ratings – is only superseded by the Olympics. Here is how the world looks distorted according to the total number of matches played at the 2014 World Cup:

Map of all matches played in the 2014 Football/Soccer World Cup in Brazil
(click for larger version)

And there is much more data that is counted during the event. The following map series looks into some of the statistics showing the distribution of goals, cards, fouls, tackles and much more of the action that went on during the four weeks in Brazil: Continue reading

Displaced lifes: Escaping conflict, violence and disaster

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Every minute eight people leave everything behind to escape war, persecution or terror.” This is the background to the UN General Assembly’s decision to declare June, 20th as World Refugee Day. As the UN estimates, about “43.3 million people worldwide were forcibly displaced due to conflict and persecution” by the end of 2011. This includes several groups of people, categorised in refugees, asylum seekers, internally displaced persons, stateless persons and returnees. The following two maps put a spotlight on the geographic distribution of two of these groups. The first map visualises data on displaced people from a recent report by the Internal Displacement Monitoring Centre (IDMC). The organisation estimates figures on people who are internally displaced “caused by conflict, generalised violence, human rights violations and natural hazard-induced disasters”. The cartogram shows the countries of the world resized according to the total number of internally displaced people there, adding up to 33.3 million according to IDMC’s report:

Map of internally displaced people in the world
(click for larger version)

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The London Housing Bubble

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Political InsightIn an article for the “In Focus” section of Political Insight (April 2014, Volume 5, Issue 1) Danny Dorling and I looked at the overheating of the housing market in London. The graphics that I created for this feature visualise the considerable changes that took place in recent years using data from an analysis reported in the Guardian: In 2012, the total value of residential property in London was reported to be £1.37 trillion. The value of housing in the capital dominated the UK housing market. By 2013, the value of London housing had risen to £1.47 trillion. Some £100 billion had been added in just one year, an additional £30,000 per property if the rise had been evenly spread out across the capital. However, just as within England, this increase was concentrated within certain areas, particularly those closest to the centre.
When London is redrawn with each borough sized according to the value of residential property, the largest borough becomes Kensington and Chelsea where the average home now costs £1.57 million. Westminster, with more housing but an average value of ‘only’£1.1 million is almost as large. Wandsworth, more typical at £527,000 a home, is more than three times the size of Newham despite having just 30 per cent more homes. However, even in Newham, the ‘cheapest borough’, the average property now sells for over £218,000.

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China’s gender gap: Man-made problems?

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CHINET“In recent decades, the world has witnessed the enormous economic, social, cultural and political development of China. As the most populous country in the world, China’s transition process influences directly one fifth of the world’s population and indirectly almost all the rest of the world. Chinese economic activities cover the whole globe, Chinese living overseas constitute the largest diaspora, and China’s political and economic influence is significant. On the other hand, China and its government face many challenges, as Chinese society as well as the environment are affected by these massive processes.” These challenges were the theme of a Conference on the Socio-Economic Transition of China at Palacký University in Olomouc (Czech Republic) where the opportunities and potential threats for China are discussed from an interdisciplinary perspective organized by the CHINET (Forging a scientific team and international networking in the field of Chinese Studies) project.
Part of that was an invited contribution which I prepared in collaboration with Adam Horálek of Palacký University. Our talk titled ‘Mapping Perspectives of Changing China’ presented a global as well as national context to the topic, framing China’s socio-economic place in the globalised world and highlighting some of the trends that started transforming the Chinese society considerably over the past three decades. While the most recent Census is not yet available in larger detail, we focussed on an analysis of some key aspects of the previous Census in more detail (and also discussed the quality and reliability of data from official statistics there).
The following map showing the gender gap was part of our slides (see below) and stands for one of the demographic challenges and existing tensions in the contemporary society. These are not only characterized by the changing age structures (with very distinct geographic patterns of ageing populations), but also by the considerable imbalance between the male and female population in most parts of the country. According to the most recent 2010 Census, this was at 1.18 males per female, and thus increased to the already high ratio that was stated 10 years before. In some regions, there are now over 130 men for 100 woman, with the fear (and sometimes reality), “that the excess will lead to increased sexual violence, general crime and social instability” (quoted from the Guardian). It is very much a man-made problem as in the early 1980s the ratio was at 108:100 and therefore only slightly above the natural rate, after which the 1979 introduced one child policy started having an effect that we see in its full extent today. This map, showing the sex ratio on an equal population projection (a gridded cartogram transformation where each grid cell is resized according to the total number of people in an area). It reveals, that the surplus of men is common throughout the country, while the opposite (a considerable surplus of women) is true for very few of the populated spaces in China (such as in the Shenzhen area of the Pearl River Delta where female migrants are the majority of workers under precarious employment conditions).
The authorities appear to become aware of the emerging problems, and according to the Guardian article, China’s “new Five Year Plan sets an ambitious target of cutting the ratio to 112 or 113 by 2016″. For the time being, the pattern in this map remains prevalent and puts pressure on a society that is feeling the full impact of China’s transformation to a new global player over the past decades.

Male to Female Sex Ratio in China
(click for larger version)

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European Youth Unemployment: A lost generation?

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Ronda Forum - Southern Europe's forum on entrepreneurship and educationAs shown previously on this website, unequal living conditions are one of the defining social problems of contemporary crisis-battered Europe. This weekend I attended the RondaForum 2014, Southern Europe’s forum on entrepreneurship and education, where this issue was discussed amongst young people from around the world who were seeking for new ideas to bridge the gap between the often bleak realities of Europe’s youth and the aspirations that are needed to create a sustainable basis for future competitiveness and growth. How big that problem really is amongst Europe’s youth can be seen from a look at the change in youth unemployment over the course of the financial crisis. Much of Europe’s youth is now being referred to as the lost generation, and in almost every European country youth unemployment has increased considerably between 2007 and 2012, as the following two maps show. They show the countries of Europe resized according to their absolute increase/decline in youth unemployment in these five years, with only Germany having a significant decline in youth employment in that period. Amongst those countries having a considerable increase, especially Southern Europe is standing out showing the growing North-South divide of the continent that highlight the challenges that initiatives such as the European Union’s Europe 2020 growth strategy face:

European Youth Unemployment
(click for larger version)

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The real size of Offshore Financial Centres

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Political InsightIn an article for the “In Focus” section of Political Insight (December 2013, Volume 4, Issue 3) Jan Fichtner of the University of Frankfurt a.M. and I analysed the size of the foreign assets in the world’s largest offshore financial centres. All ‘offshore financial centres’ (OFCs) have one characteristic feature in common; they offer very low tax rates and lax regulations to non-residents with the aim to attract foreign financial assets. OFCs essentially undercut ‘onshore’ jurisdictions at their expense. The main beneficiaries are high-net-worth individuals and large multinational corporations that have the capital and expertise required to utilise OFCs. Beyond its geographical connotation the phenomenon of ‘offshore’ represents a withdrawal of public regulation and control, primarily over finance. Some important OFCs are in fact located ‘onshore’, e.g. Delaware in the USA and the City of London in the UK. However, historically many OFCs have literally developed ‘off-shore’, mostly on small islands.
OFCs as defined by Zoromé (2007) are jurisdictions that provide financial services to non-residents on a scale that is excessive compared to the size and the financing of their domestic economies. The graphic shows combined data on securities (Coordinated Portfolio Investment Survey by the IMF) and on deposits/loans (Locational Banking Statistics by the BIS) at the end of 2011. Capturing the two by far most important components of financial centres allows a reasonable approximation of the real size of OFCs while avoiding double counting. The larger the size of the circles on the map, the more foreign financial assets have been attracted to the particular jurisdiction. The vast majority of the almost US$70 trillion foreign financial assets are concentrated in North America, Europe and Japan. Areas with assets below $US50bn are not shown for their relative insignificance in the global context.

Offshore Financial Centres

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Unequal Elite: The THE World University Rankings

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This feature was compiled in collaboration with Phil Baty of Times Higher Education and first appeared in the World University Rankings 2013-2014. In the following blog post we put the rankings results into a human and economic perspective (modified version from the original article). The two maps show the top 200 Universities from the Ranking displayed on two different kinds of gridded cartograms:


(click for larger version)

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Where the Wild Spaces Are: Un planeta salvaje

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Make the world a wilder place | Por un planeta más salvaje
Where the Wild Spaces Are - WILD10 Conference 2013, Salamanca, Spain

Wilderness and remote areas are a diverse element in the patchwork of spaces that form the land surface of our planet. Only very small amounts of people are living in sparsely populated areas, which is an expression of the strong organisation of human societies to maximise those living in close relative proximity. More than half of the world’s population now lives in areas categorised as cities, and although more than 95% of the world’s population live in approximately only 10% of the land area, the remaining 90% of space on land are far from being uniform remote or even wild areas.
There are very different ways of how the un-built area that still makes the largest share of land can be understood in terms of being under influence and in reach of human civilization. Only 15% of people in rich countries live more than an hour of travel time from a city (of at least 50,000 people), while the same applies to 65% of people living in the poor countries of the world. This paper demonstrates a different approach to visualising and understanding these loneliest places on the planet by using a technique called a gridded cartogram transformation. The following map shows a gridded cartogram visualising the relative distance of areas to the majority of people. The maps derived from the distorted grid show the physical space transformed according to the absolute travel time that is needed to reach the nearest major city by land transport averaged over the area of a grid cell, resulting in a map that gives the remotest places most space and provides a unique new perspective on the spatial dimension of remoteness:


(click for larger version – high resolution PDF)

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World Lightning: Thunderstorms and human population

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Time again to talk about the weather: Britain is suffering under heatwave conditions (also known as summer in other parts of the world), with the ongoing high temperatures and developing clouds going along with an increased humidity slowly increasing the risk for thunderstorms. Thunderstorms are not an uncommon phenomenon on the British Isles, but they are much less common and much less severe compared to other regions experiencing similar conditions much more frequently and more intensively. The Met Office explains that “Owing to the fact thunderstorms are created by intense heating of the earth’s surface, they are most common in areas of the globe where the weather is hot and humid. Land masses therefore experience more storms than the oceans and they are also more frequent in tropical areas than the higher latitudes. In the UK thunderstorms are most common over the East Midlands and the south-east.
As it happens to be, the part most prone to thunderstorms in Britain is also the most densely populated region. Comparing this to other parts of the world, it can be seen that some of the most risky regions are also some of the very densely populated places. In Europe, which is overall densely populated in many parts, the most affected areas are the people living in the Mediterranean countries, although the European population in general is amongst the least affected by thunderstorms when comparing this to areas such as the southern edge of the Himalayas in India – densely populated and experiencing very intensive thunderstorms. These details only emerge when changing the projection of data collected on lightning flashes from a conventional land area map (where this part of India for instance remains comparably small) to a gridded population cartogram. The following map shows the intensity of lightning flashes displayed as the number of flashes per square kilometre per year in each of the grid cells, while the distortion of the grid cells reflects the global population distribution, so that the most and least exposed populations are highlighted in this visualisation:

Equal population projection map of
(click for larger version)

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The Human Planet: A modern Mappa Mundi

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A mappa mundi [...] is any medieval European map of the world. [...] To modern eyes, mappae mundi can look superficially primitive and inaccurate. However, mappae mundi were never meant to be used as navigational charts and they make no pretence of showing the relative areas of land and water. Rather, mappae mundi were schematic and were meant to illustrate different principles. The simplest mappae mundi were diagrams meant to preserve and illustrate classical learning easily. The zonal maps should be viewed as a kind of teaching aid—easily reproduced and designed to reinforce the idea of the Earth’s sphericity and climate zones” (cited from Wikipedia).
What would a mappa mundi of our times look like? A modern equivalent of such a map would have to focus on those spaces of our planet that we have a less vivid imagination of than the physical shape of the world that in medieval times was a much less familiar view than it is today. The following gridded population cartogram generated over the whole surface of Earth could be such a contemporary depiction of the world. It divides the world into equal spaces of population realigning the map view to show the human planet in a similar way as mappae mundi showed the world centuries ago:

Equal population projection map of the Earth's land and water surface
(click for larger version)

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The Space of Climate Change

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Earth Day 2013In the face of unprecendented occurences of extreme weather, loss of species, and pollution, it is clear that climate change is affecting our planet. We cannot afford to wait any longer to act. This quote from the Earth Day 2013 website outlines the theme for this year’s Earth Day campaign which runs under the motto Climate change has many faces.
As the Earth Day campaign points out, the stories of the impact of climate change are extremely diverse: “A man in the Maldives worried about relocating his family as sea levels rise, a farmer in Kansas struggling to make ends meet as prolonged drought ravages the crops, a fisherman on the Niger River whose nets often come up empty, a child in New Jersey who lost her home to a super-storm, a woman in Bangladesh who can’t get fresh water due to more frequent flooding and cyclones.
All these tales have one thing in common: They are a story of our impact on planet Earth, but equally of the impact of a changing planet on human’s lives. Our species has become one that is not just living in the natural environment, but is one factor that changes the environment to a level that no other species did before. This is happening to an extent that geologists discuss whether this can be seen as a new geologic era. Nobel Prize laureate Paul Crutzen started promoting the idea of the so-called Anthropocene, a concept that has now left the scientific world and is increasingly entering the public debate regarding issues of global sustainability and humanity’s impact. Anthropocene.info is a project initiated by the International Geosphere-Biosphere Programme (IGBP) that aims to “to help visualize and better understand humanity’s geographic imprint in recent time.” Not only is it important to find better ways of understanding the complex interrelations of humans and their natural environment, to which visualisation can contribute, but also is it important to create a public understanding of issues relating to the challenges connected to global change.
Here is one example of a more challenging view existing knowledge that demonstrates how changing the view can make us rethink the way our natural environment is shaped. According to research by the US National Office of Oceanic and Atmospheric Research, “[t]he strongest hurricanes in the present climate may be upstaged by even more intense hurricanes over the next century as the earth’s climate is warmed by increasing levels of greenhouse gases in the atmosphere. Most hurricanes do not reach their maximum potential intensity before weakening over land or cooler ocean regions. However, those storms that do approach their upper-limit intensity are expected to be slightly stronger in the warmer climate due to the higher sea surface temperatures.”
This is relevant due to the impact of more frequent flooding and cyclones on humans mentioned earlier. So where are these spaces where this is relevant. We know from historic records where there are tropical storm tracks, and the emerging pattern on a normal world map may be familiar to some of us (see here). But what if we change the perspective and focus on the actual areas that have the highest density of tropical storm occurrences. Using the records from 1945 to 2008, this intensity can be turned into quantities which are suitable for visualisation using the gridded cartogram technique. The following map shows a gridded cartogram of tropical storm intensity visualised over land based on a 0.25 degree grid. The larger a grid cell, the more tropical storm activity has there been over the past >60 years, indicating where the most affected areas of tropical cyclones (with a sustained wind speed of ver 40 mp/h) has been and how the climate patterns shape the world in a highly relevant issue of the Anthropocene:

Gridded Cartogram / Map of Tropical Storm Intensity
(click for larger version)

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Earth at Night

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Earth HourIn 2007 nature conservation organisation WWF initiated a campaign “encouraging households and businesses to turn off their non-essential lights for one hour to raise awareness about the need to take action on climate change” (Wikipedia). The campaign is called Earth Hour and always takes place at the end of March – this year on Saturday, the 23rd.
The Earth Hour campaign has motto of “uniting the world to protect the planet”, although certainly not everyone will join in switching off their lights at 8.30 pm to unite each time zone with a dark night sky (and there is criticism of campaigns like this). But the wealthier parts of the world will be the main focus, as large parts of the poor world live in relative darkness at night anyway. NASA’s composite satellite image of the world at night (as featured on this website before) that gives us an indication of where light pollution affects most of the night skies has just received an update recently. Earth at Night 2012 was published by the NASA Earth Observatory last December, promising nothing less that “It’s the end of the night as you know it; you’ll see fine.” The resolution and level of detail revealed in the data is stunning, so that I reworked my version of the Earth at Night in an equal population projection using a gridded cartogram transformation. The new gridded population cartogram of the Earth at Night gives an equally stunning insight into how human activity relates to the distribution of light at night, showing the already highlighted inequalities that became apparent in the old version of the map in even greater detail where large parts of the populations in Africa and also in some parts of Asia live in the shadows of the wasteful brightness of the wealthy world. The Earth at Night as seen by humanity – an image of an unequal world:

Equal population projection map of the Earth at Night
(click for larger version)

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In Focus: Mapping Britain’s Super-rich

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Political InsightGeorge Osborne’s autumn statement on the government’s budget rekindled the ongoing debate about the fairness of the coalition’s spending cuts. How does it look like if you take a look at the richest and the poorest parts of society? In an article for the “In Focus” section of Political Insight (December 2012, Volume 3, Issue 3) Danny Dorling and I plotted the geography of the wealthiest of the wealthy in the United Kingdom in comparison to poverty.
The map that I created for this feature displays the distribution of the top 1% of the wealthiest 1% according to information published by the agency WealthInsight, one of the companies trying to gather information on this part of the publication that is a prime target for exclusive marketing. Displayed in the map are data on people with assets in excess of US$30 million and where they have their prime address registered in the UK. The extent of the data is very limited because WealthInsight releases data for only 20 UK cities and regions based on postcode areas (Northern Ireland is a single postcode area which is why we did not correlate that data with Belfast’s overall population). Here we have superimposed that data on a population cartogram of the country, drawing circles with an area in proportion to the numbers of super-rich (in red) over people living in each city (in blue). Where they overlap, the circles turn into a purple colour. Where there are more super-rich people than population alone would predict, there is an orange ring around a purple core, as shown around London. Where there are fewer super-rich than the population of a city might predict, there is a blue outer-ring, as around Birmingham. The underlying map shows the distribution of poverty in the UK in five shades of grey.
Cities such as Leeds, Birmingham and Nottingham have fewer super-rich than might be expected – partly because they are not especially affluent urban centres but also, most probably, because their postcode does not include nearby areas such as the North Yorkshire stockbroker belt or the Cotswolds. Aberdeen, in contrast, has some multimillionaires: beneficiaries of the oil boom with an Aberdeen postcode who live some distance from that city. With Manchester it is hard not to speculate that a few extra footballers may have tipped it over the limit.

Map of Britain’s Super‑rich - and poverty

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Changing demographies of Germany

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22 years after re-unification Germany has become an ‘accidental empire’ (Guardian) in Europe through its economic might. It is the largest economy in Europe and also happens to be the largest country by population. Germany has gotten into a political role that it seemed to be reluctant to take over ever since – in many regards the country is still seen as a reluctant power as Meier described it in a paper published in 1995 (today going much further than the role of the nation’s army). Post-unification Germany has been marked with many changes and the emergence of a reborn nation which stands in the centre of the future challenges of Europe. While the country struggles with a redefined role in Europe, its domestic challenges are appear equally tough: They are those of building a sustainable future for a rapidly changing demographic structure of society that is able to sustain a strong economic base. With a declining population, Germany may be smaller than France or the United Kingdom by 2060 if current trends were to continue (predicting future populations must always be seen with great caution – as some predictions from almost 50 years ago demonstrate quite well). Putting uncertainties about future trends aside, the question may also be whether a decline in population is a negative thing (and on the opposite, whether growing populations are bad either)? The pure numbers are less the problem, rather than the spatial and social implications that come with them.
Panic is never helpful for finding solutions, but look at what demographic changes are actually happening to find ways of dealing with it. The decrease of the fertility rate down to 1.36 children per woman in 2011 (according to the Federal Statistical Office) is already tackled with political measures (which may even already have first influences on the predicted trends as suggested by the MPG) and could lead to a changing trend – though probably not a reversal in the general trend of an ageing population (as reflected in the changing population pyramid of Germany). But most of the negative impact of demographic change in a spatial context have started with reunification in 1990 and lead to specific geographic problems that are the much more imminent for the country, as they led to a considerably changed population landscape:

Gridded Population Cartogram / Map of Population Changes in Germany between 1990 and 2015
(click for larger and more detailed version)

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Global Spaces of Food Production

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Global Spaces of Food Production
In the year 2000 there were approximately 15 million square km of cropland and 28 million square km of pasture which are represented in the two main maps. These are equal to 12% respectively 22% of the ice-free land surface. This is according to estimates of a study on the geographic distribution of global agricultural lands by Ramankutty et al (published in Global Biogeochemical Cycles, 2008) who used a methodology of combining agricultural inventory data and satellite-derived land cover data to come to these figures (data can be accessed via Columbia University’s SEDAC). Continue reading

A Lonely Planet

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How to Land a Jumbo Jet‘How to Land a Jumbo Jet’ is the catchy title of a little book published by Lonely Planet a couple of month ago. The book is a “visual exploration of travel facts, figures and ephemera” and a “visual guide to the way we live, travel and inhabit the globe”. Edited by the British graphic designer Nigel Holmes, the book follows the increased interest in information graphics that started to flourish yet again with the increasing availability of ever growing amounts of data. Continue reading

One world, many faces: A brief look at map projections

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Map projections are a crucial issue for the worldmapper project because the maps (respectively cartograms) are basically some sort of reprojection of the world, although in a different way than the usual projections used in cartography. Rather than trying to solve the conflicts of distortion when drawing a three dimensional surface on to a two dimensional area (be it a screen or a paper map), the worldmapper cartograms distort our image of the world on purpose and show each country in proportion to a specific topic.

Worldmapper map using different projections

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Europe in Brazil

Much has been said about Europe’s low performance at this year’s Football (Soccer) World Cup in Brazil. Defending champion Spain and also Italy went out in the first round of the tournament. However, with not only Germany and the Netherlands, but also Belgium, France, Greece and Switzerland six teams from Europe made it into the knockout stage. Two of them are still left in the semi-finals. Overall on an global level this looks much less unsuccessful than it sounded in some of the media – only some of the balances have changed within the continent compared to the previous tournament. While waiting for the semi-finals, we now looked at how the European teams performed so far. Here is the new shape of European football as it looks prior to the semi-finals (with Germany and the Netherlands still having the chance to become even bigger in these four maps):

Map of Europe's performance at the 2014 Football/Soccer World Cup in Brazil
(click for larger version)

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World Cup Bites

On the first match-free day of this year’s Football (Soccer) World Cup in Brazil, one incident dominates the headlines while all fans anticipate the knock-out stage. It’s Luis Suárez and his bite into his opponent Giorgio Chiellini’s shoulder that keep making the headlines. Here comes the cartographic perspective on the topic: We made all efforts to analyse all available data on this year’s bite incidents (so far) at the World Cup and ended up with the following map representation of this highly complex data set. The map makes this data immediately accessible to the lay-person showing from which country players have been biting their opponents and which countries are the most affected by bite attacks of other teams. The evidence is hardly deniable – there is a highly unequal distribution emerging in these maps:

Map of bites made and received at the 2014 Football/Soccer World Cup in Brazil
(click for larger version)

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Once upon a time there was a country called Europe

‘We cannot aim at anything less than the Union of Europe as a whole, and we look forward with confidence to the day when that Union will be achieved’

Map of Europe at Night shown on a gridded population cartogram
One’s destination is never a place, but a new way of seeing things
(click here for larger version of the map)

It may sound inconceivable today that a statement such as the above could be made by a British Prime Minister and even more so by the leader of the Conservative Party. Yet, this is an extract from a speech delivered by Winston Churchill at the Congress of Europe in The Hague on 7 May 1948. It is just an example of numerous similar statementsand activities supporting European integration and union. These were part of wider efforts and actions by the people of a continent shattered by war towards a common purpose and future, which have been imaginatively ‘narrated’ by a member of Europe’s next generation in an award-winning video ‘We are Europe’ – see below. These efforts have been steadily leading towards a Europe United in Diversity and to the formation of a European identity underpinned by common values and ideals such as the establishment of democratic institutions, the respect of human rights and the protection of minorities, as well as solidarity and social cohesion. Continue reading