17 key charts to understand the COVID-19 pandemic
The pandemic has resulted in over twenty million deaths. In this article, we review the key insights from global data on COVID-19.
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November 18
Article
The pandemic has resulted in over twenty million deaths. In this article, we review the key insights from global data on COVID-19.
November 18
Article
Our small team made COVID-19 data clear, reliable, and accessible to a global audience. This is how it happened.
November 18
Data Insight
Food miles — moving products from farms to processors to consumers — contribute just 5% to 6% of the greenhouse gas emissions from food. Instead, most emissions come from land use change or emissions on the farm.
Within food miles, people often assume that international freight accounts for most of the climate impact. In reality, most of these emissions come from domestic delivery trucks on the road.
In the chart, you can see the breakdown of transport’s 5% of food emissions. Road transport represents 3.9%, compared to just 0.02% from aviation. This is based on data from a 2021 study by researchers M. Crippa and colleagues.
International food miles are just a small share of emissions because very little food is flown by air, and transporting goods by boat is much more carbon-efficient than by road.
Read more about the impact of food miles →
November 15
Data Insight
Today, there are around 830 million people aged 65 and older in the world. According to the latest UN data, it is projected to grow to 1.7 billion by 2054.
Asia, the world's most populous continent, is at the heart of this change, with its elderly population expected to more than double.
While rapid population growth has driven some of this increase, better healthcare and longer life spans also play a huge role.
It’s a great achievement that so many more people are living longer, healthier lives. At the same time, the working-age population will only grow 20% between 2024 and 2054. Societies will need to figure out how to care for more elderly people while improving everyone’s quality of life.
Explore population growth across countries with our explorer →
November 14
Data Insight
Around 40% of the world’s plastic waste comes from packaging. Packaging also makes up a significant share in the three regions that generate the most plastic waste: the United States, Europe, and China.
Packaging accounts for 37% of total plastic waste in the United States. It’s 38% in Europe, and in China, it's 45%. Together, these regions account for 60% of global packaging waste generation. This data comes from the OECD Global Plastics Outlook.
These figures show the vast impact of packaging on global plastic waste.
Explore how other sectors contribute to plastic waste production →
November 13
Data Insight
At the turn of the millennium, Australia got more than 80% of its electricity from coal. This has dropped to less than 50%.
The chart shows how the country’s electricity mix has changed in recent decades. The data comes from the Energy Institute’s Statistical Review of World Energy.
In the 2000s and early 2010s, coal was initially replaced by gas, with only moderate growth in solar and wind. But in the last five years, solar and wind have been deployed much more quickly. Gas is now on the decline, too. In 2023, solar overtook gas to become Australia’s second-largest electricity source.
While coal is declining, it still supplies much more of Australia’s power than most high-income countries.
Explore how electricity sources are changing in other countries →
November 12
Data Insight
Cancer is one of the most common causes of death. But which cancer types cause the most deaths?
The map presents the most common type of cancer that kills women in each country. This is based on the cause listed on death certificates, compiled by the WHO Mortality Database. Unfortunately, many countries are not shown as they lack sufficient death registration.
Breast cancer is the leading cause of cancer death in many countries.
However, lung cancer leads in parts of North America, Europe, and Australia. It is primarily driven by smoking.
In other countries, stomach, liver, or cervical cancers are at the top. Many of these cases are preventable: most stomach cancer cases are caused by H. pylori infections; many liver cancer cases by chronic inflammation from alcohol or hepatitis infections; and almost all cervical cancers are caused by HPV infections, which are preventable through HPV vaccination.
Explore the interactive map with a more detailed breakdown →
November 11
Data Insight
Relative to its personnel, the United States spends much more on its military than other major countries.
The chart shows data on military spending per service member, sometimes called a military’s “capital intensity”.
We calculated this metric by dividing spending data from the Stockholm International Peace Research Institute (SIPRI) by data on personnel from multiple sources via the World Bank.
This indicator reflects differences in salaries and benefits for military personnel and more advanced and costly weaponry.
In 2020, the United States spent well over half a million dollars per service member. This was 50% more than the United Kingdom, more than double Germany’s spending per personnel, about six times China’s, and more than twenty times that of Brazil or India.
Explore the capital intensity of militaries worldwide →
November 11
Article
Countries estimate how many people move in and out using censuses, surveys, and border records. How accurate are these numbers, and can they account for illegal migration?
November 08
Data Insight
Ipsos surveyed British people about the most critical issues facing the country and the most important issues they face personally.
The chart shows the answers across nine different issues. Immigration stands out for having the largest difference between national and personal concerns. 32% see it as a top issue for Britain, but only 4% feel it is one of the most important issues they face personally.
For other topics like healthcare and crime, people also show more concern for Britain than themselves, but the difference is much smaller.
See how immigration numbers compare across countries →
November 07
Data Insight
For decades, the World Values Survey and European Values Study projects have examined people’s values through their surveys. One of the questions on trust asks: “Generally speaking, would you say that most people can be trusted or that you need to be very careful in dealing with people?”
This chart shows the share of respondents who answered “most people can be trusted” across different countries.
As you can see, reported trust in others varies widely from country to country. In the Nordic nations, over 60% of respondents believe most people can be trusted, while in France and Italy, this figure drops to around 26%. At the lower end, as few as 5% of people in countries like Colombia and Peru express trust in others.
It’s worth noting that interpretations of survey-based “trust” measures are complex: what people mean when they answer this question could reflect various ideas about trust, personal experiences, or cultural attitudes toward trustworthiness.
Explore trust levels for all countries →
November 06
Data Insight
The decline in manufacturing jobs — such as those in factories or industrial plants — often draws significant attention in political debates and media reports in the US, especially when tied to discussions about trade policies, globalization, or job losses in key industries.
This focus can sometimes overshadow that manufacturing jobs are already a relatively small part of the labor market. In the US, for example, they account for less than 10% of total employment.
The chart shows the evolution of manufacturing as a proportion of total employment in the US and five other rich countries, using estimates compiled by the UN.
Across all countries, manufacturing employment has declined. In the US, it fell from 13% in 2000 to just below 10% in 2022. Even in Germany, where it is the highest among this group, manufacturing is now down to less than 20%.
Explore the data on the share of manufacturing jobs in other countries →
November 05
Data Insight
China’s patent applications have grown rapidly in recent decades, as shown in the chart. Chinese applications surpassed US applications in 2010, reaching over 1.4 million in 2021. According to this data from the World Intellectual Property Organization (WIPO), China’s applications accounted for more than half of the global total in 2021.
In contrast, patent applications in the US have seen little growth in recent years, while in Japan, filings have steadily declined since 2000.
Innovations are patented due to economic incentives. A patent protects the invention to the owner for a limited period, often 20 years. This is why policymakers and researchers frequently compare annual patent filings across countries — new patents are considered a proxy for the pace of innovation.
However, patents are just one aspect of innovation. A country’s innovation system is shaped by a complex network of research, development, and commercialization, and patent applications are just one part of this broader process.
Read more about technological progress →
November 04
Article
HPV vaccines offer a rare opportunity to effectively eliminate one type of cancer. By taking this opportunity, it’s possible to save hundreds of thousands of women each year.
November 04
Data Insight
Immigrants without legal status are only a small fraction of the total immigrant population in most rich countries.
For example, just 7% of immigrants in the United Kingdom lack legal status. It’s 4% in Germany and less than 2% in the Netherlands. The United States stands out, with 22% of its immigrant population lacking legal status — that’s about one in five.
The estimates of immigrants without legal status come from the Measuring Irregular Migration (MIrreM) project and are for one specific year between 2017 and 2023. The total immigrant numbers are from the United Nations Department of Economic and Social Affairs (2020).
Explore data on immigration for more countries →
November 01
Data Insight
Fish stocks have a “maximum sustainable yield” — this is the point at which you can catch the largest amount of fish without affecting their total population over the long term. In other words, it means catching as many fish as possible without shrinking the population.
A fish is defined as “overexploited” if it is caught faster than the maximum sustainable yield.
The Food and Agriculture Organization (FAO) of the United Nations estimates that around one-third of the world’s assessed fish stocks are overexploited. This chart shows that this share has increased over time.
Many regions have formal assessments of fish stocks and catch rates to provide updated estimates of overfishing. However, many fish stocks across Africa, Asia, and South America are not frequently and rigorously assessed. To get global estimates, the UN FAO combines these formal assessments with expert opinion and extrapolations based on what national and regional-level data is available.
The UN FAO’s report — The State of World Fisheries and Aquaculture 2024 — provides more detailed breakdowns of which species are overexploited or fished sustainably.
Explore more data and research on overfishing →
October 31
Data Insight
When asked where public spending should be reduced most, around 60% of people in the UK suggest cutting foreign aid.
However, people overestimate how much the UK spends on aid: last year’s UK Public Expenditure Statistical Analyses show that overseas aid amounted to £5.1 billion — just about 74 pounds per person.
As the chart shows, this is a tiny part of public spending, making up only 0.5% of the total budget.
To put this in perspective, the UK spends much more on other areas: over eight times as much on public order and safety, ten times more on defense, and forty times more on each of the two biggest expenses: health and welfare.
Spending is not much higher if we also consider funds dedicated to supporting refugees in the UK itself.
This situation is not specific to 2023: the UK’s foreign aid spending has been at similar levels for decades and is in line with what other wealthy countries spend. Compared to the size of its budget and economy, foreign aid is a relatively small expense.
Explore spending on foreign aid in the UK and other countries →
October 30
Data Insight
Homelessness is defined differently around the world, making it difficult to compare the issue across countries.
The map shows the forms of homelessness included in country statistics, as recorded by the Institute of Global Homelessness.
Sources distinguish three broad forms of homelessness: people with no accommodation who sleep in the streets or public spaces; people in temporary accommodation, such as emergency shelters; and people in severely inadequate housing, such as tents or slums.
Country statistics vary in which forms they include, with some countries focusing on just one type while others cover multiple combinations. Many sources do not provide enough details to know which forms of homelessness they refer to.
Despite these challenges, the data on homelessness has recently improved. The Institute of Global Homelessness has collected data on the completeness of national statistics, and the OECD has worked on making the statistics of their members comparable by using the same definitions of homelessness across them.
Learn more about the challenges of measuring homelessness →
October 29
Data Insight
In recent years, migration has prevented population decline among high-income countries.
The World Bank defines high-income countries as those with a gross national income (GNI) per capita of over $14,000 in 2023. It includes countries like the United States, Chile, and Poland.
The chart shows annual population growth with and without migration in these countries.
The green line, which includes migration, shows that populations in high-income countries are still growing.
What would this have looked like without migration? The blue line gives you the answer — it shows the annual population growth only considering births and deaths in the country. It has been falling for decades and went negative in 2020.
Note that these figures apply to high-income countries as a group; in some countries, such as Italy or Japan, the total population is shrinking, even when considering migration. This data comes from the World Population Prospects dataset published by the United Nations.
Explore more data on population growth →
October 28
Data Insight
Life expectancy at birth dropped significantly across the world in 2020 and 2021 due to the COVID-19 pandemic.
However, rates are now returning to pre-pandemic levels. The chart shows this rebound, based on the latest estimates from the UN’s World Population Prospects.
Global life expectancy in 2022 matched the 2019 figure at 72.6 years. And it increased again in 2023, to 73.2 years.
Explore more insights from the latest revision of the UN’s population statistics →
October 28
Article
Adapting planting dates, selecting better crop varieties, and increasing access to irrigation and fertilizers could offset potential declines in crop yields.