COVID-19 deaths in England and Wales

According to the UK Office for National Statistics, “there were 90,232 deaths occurring in England and Wales [between 1 March and 17 April 2020] that were registered by 18 April; 20,283 of these deaths involved the coronavirus (COVID-19).” The following map plots this data which has been made available at small area statistics on May, 1st, showing the COVID-19-related deaths as a share of all cause deaths in each area of the two nations. The left map shows a conventional map for reference, while the cartogram on the right is proportional to each areas respective population, so that more populated urban areas appear larger than sparsely populated rural areas:

Map of COVID-19 deaths in England and Wales
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Death Penalty

Amnesty International has launched its most recent report on Death sentences and executions in 2014. In their annual report they publish the minimum figures of recorded death sentences and executions that they are able to verify. For producing a Worldmapper-style cartogram, absolute numbers are essential of course, which requires some decisions to be made which numbers go into the map transformation. For the following two maps, showing the death penalty executions and sentences in 2014, the minimum figures of validated cases provided in the report were used, or, where these were not stated, the estimated figures as stated in the report were used instead (China was set to 1000 to not dominate the cartogram entirely, even if the number is believed to be much higher than that). The maps therefore need to be seen as a general picture of the state of death penalty in the world, rather than the exact reality. As stated by Amnesty, “the real number of people executed is much higher. There are no figures for China, for example, which is believed to execute more people than the rest of the world put together. Other countries like Belarus also execute prisoners in secret, often without informing the detainees’ relatives or lawyers.”

Map of death penalty executions in 2014
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British War Deaths

2014 marks 100 years since the start of the First World War. As all around Europe, the British government made extensive plans to commemorate this accordingly (Prime Minister David Cameron’s words of the commemoration saying something about the British people like the Diamond Jubilee celebration were commented critically, while meanwhile commercial advertisers have discovered the emotional power of World War I). So-called Remembrance Day in November saw the display of a poppy field at the Tower of London as a commemoration of soldiers who died in war, a symbol which was introduced following the aftermath of World War I in 1921. But while today’s times are often referred to as the post-war era since the end of World War II, wars keep being fought, and soldiers from countries such as the United Kingdom keep dying in conflicts around the world. Last months the Independent Newspaper published figures from the UK Ministry of Defence (which I spotted on one of Alan Parkinson’s blogs) listing all 7,145 British military deaths since World War Two (including a count of deaths in Northern Ireland). I used that data and edited it according to today’s geography (such as splitting the number of British casualties during the 1950-1954 UN intervention in Korea equally between South and North Korea or assigning the deaths in the former British colonies to today’s independent countries) to draw the following Worldmapper-style cartogram that shows how far we are from living in a post-war era:

Map of the distribution of British War Deaths since 1945
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Ebola epidemic (update)

As stated by the Centers for Disease Control and Prevention (CDC), “the 2014 Ebola epidemic is the largest in history, affecting multiple countries in West Africa”. Since the first map series published here in August, an additional 5367 cases and 2294 deaths have occurred, resulting in a total case count of 7492 and a total number of deaths of 3439 for the current outbreak according to the most recent updated published on October, 3rd. These significant changes change the shapes of the cartograms published six weeks ago, not least because the current outbreak exceeds all previous Ebola cases counted since 1977, as the following maps show using the most recent data:

Cartogram visualisations of Ebola virus cases
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Ebola Outbreak

 
The recent outbreak of Ebola in West Africa has not been brought under control since it became part of international attention early 2014. As of 15 August the suspected and confirmed cases added up to 2127, leading to 1145 deaths in the region (source: Centers for Disease Control and Prevention).
The outbreak is not only unusual in its absolute numbers of cases and deaths (before the current outbreak a total of 2387 cases and 1590 deaths have been recorded by the World Health Organization since the virus was discovered in 1976), but also in its geographical patterns: While WHO obervations in the past mainly occurred in the tropical regions of Sub-Saharan Africa (affecting mainly Congo, DR Congo, Gabon, Sudan and Uganda), the current and by far largest outbreak is observed in the previously unaffected countries of Sierra Leone, Guinea, Liberia and (less servere) Nigeria). The following map shows not only that Ebola is restricted to Africa, but to a very small part of the continent. It shows the countries of the world resized in a Worldmapper-style cartogram according to the total number of cases in each country in 2014 (to date):Map of the 2014 Ebola Outbreak in West Africa - total cases as of August, 14thTo put the outbreak into further context, the following maps show the death counts of all Ebola outbreaks to date, as well as two split maps of deaths in 2014 and pre-2014: Continue reading

Inequalities in Immunisation

Save the Children Report CoverGlobal inequalities in health find their expression in a wide range of issues that start in the very early ages of a person’s life. Children are most at risk, as health-related problems can have implications on the rest of their life – if they survive childhood at all. Finding the Final Fifth: Inequalities in Immunisation is the title of a new report published by Save the Children in partnership with ACTION and endorsed by the World Health Organisation.
The report takes a closer look at health inequalities related to immunisation coverage. With children being highly vulnerable, no access to immunisation is one of the preventable causes of death. Further efforts such as the Global Vaccine Action Plan (pdf) are needed to tackle the problem. “Reaching the hard-to-reach must be a priority for all countries“, concludes Save the Children in a statement prior to the 65th World Health Assembly where these issues were on the agenda.
The Worldmapper project contributed a cartogram series to the report, looking at some of the data that Save the Children used in its findings. The data shows how access to health and immunisation compares to mortality rates of children and how this data gives an indication of the prevailing global inequalities. We created four maps, of which three were included in the report (the following maps are modified version of these maps). All of the maps show the countries resized according to the total number of people for each topic that is visualised (i.e. these images work like a cartographic version of a pie chart). The original data sources are given in the report (download link see below). The first map shows the mortality of under-five year old children:

Cartogram / Map of Child Mortality under the Age of Five in the World
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