Data Insights
Bite-sized insights on how the world is changing, published every few days.
November 25, 2025
Seasonal flu kills about 700,000 people each year across the world
Seasonal influenza is sometimes seen as a mild illness, but it remains a major cause of death. In serious cases, it can cause deadly complications such as pneumonia, strokes, and heart attacks. Researchers estimate that the flu causes about 400,000 respiratory deaths and 300,000 cardiovascular deaths globally each year.
The flu is most dangerous for infants and older adults. The map here shows rates of respiratory deaths caused by the flu in adults aged 65 and over, averaged across 2002–2011 (excluding the 2009 Swine Flu pandemic).
The data shows that death rates tend to be higher in South America, Africa, and South Asia than in Europe or North America.
I come from South America, and I found this surprising: most of what I hear about flu deaths tends to come from richer countries in the Northern Hemisphere. But the map shows that the flu is also deadly, in some cases even more so, in other regions where poverty, worse underlying health, limited access to healthcare, and lower vaccination coverage contribute to higher mortality.
One explanation for my misperception might be that surveillance and reporting are stronger in the countries that I associate with deaths from flu. Another could also be age differences: people in high-income countries tend to be older, so their total number of deaths — the ones you actually hear about — may still be higher, even if rates are lower.
When you consider the total death toll, you realize that the numbers are very large on the whole. Recall that the map only includes respiratory deaths, so the overall mortality is actually higher if we include other flu-related complications like cardiovascular disease.
Even if you account for the uncertainty of estimates in low-income countries — due to limited testing and death registration — the overall pattern remains striking: seasonal influenza kills hundreds of thousands each year, with many of these deaths in South America, Africa, and South Asia.
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November 22, 2025
Afghans report the lowest life satisfaction in the world
Measuring happiness is difficult, but one way to understand how satisfied people are with their lives is to simply ask them.
Self-reported life satisfaction is one key metric that researchers often rely on. It asks people to imagine a hypothetical ladder, where the best possible life for them is a 10, and the worst possible life is a 0. They then have to place their current position on the ladder.
The chart shows the three-year average scores from 2022 to 2024 for the four countries with the highest ratings and the four with the lowest.
Afghans reported the lowest life satisfaction in the world, far below any other country.
This incredibly low score has been replicated in other studies. Researchers recently compared Afghans’ life satisfaction with international datasets dating back to 1946 and found it was the lowest ever recorded. Two-thirds gave a score of 0 or 1 on the 10-point scale.
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November 20, 2025
Women are more likely to be victims of partner homicide
Women are much more likely than men to be killed by their intimate partner. The chart shows this across nine OECD countries in 2023.
These deaths are rarely isolated events. Research shows that partner homicides are usually the endpoint of a long pattern of coercive control — behaviors such as surveillance, isolation, intimidation, restrictions on daily life, and physical violence.
Recognizing both the gender imbalance and its roots in coercive control can help focus support services, encourage family and friends to act sooner, and increase social pressure against abusive behavior.
While women face the highest risk from intimate partners, men make up about 80% of homicide victims globally. The gender split in partner homicides is therefore a striking exception.
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November 17, 2025
Growth of global GDP per capita has been remarkably steady over the past three decades
This chart shows global GDP per capita, adjusted for inflation. Looking at the world economy from this perspective, it is the steadiness of this change that stands out to me. Average incomes per person have risen at a fairly constant pace of roughly 2% per year, interrupted only by the 2008–09 financial crisis and the 2020 pandemic.
One reason this is noteworthy, in my view, is that national economies changed a lot during the same period. Some economies slowed, many others grew, and more generally, some major political shifts took place. Yet when all of this is aggregated, the global average followed a remarkably smooth upward track.
The line in the chart ends in 2024, so it does not yet capture more recent developments. But a few recent articles, such as this one from The Economist, look at data for 2025 and point to the same stability.
Past trends may not continue in the future. But this data reminds us that global economic aggregates can develop more steadily than the headlines might make us think.
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November 15, 2025
How much CO2 can the world emit while limiting global temperature rise?
In 2015, countries worldwide signed the Paris Agreement, aiming to keep the global temperature rise “well below 2°C” and limit this increase to 1.5°C.
To meet these targets, there are limits to the amount of carbon dioxide (CO2) that can be emitted. These are called carbon budgets. Every year we emit more CO2, these budgets shrink. (That’s because total warming is roughly proportional to cumulative CO2.)
In the chart, you can see estimates for how much CO2 the world can emit — from the start of next year — while staying below different levels of warming. This is based on having a 50% likelihood of staying below it; if we wanted to guarantee that we didn’t pass these temperatures, our budget would be much smaller.
To get a sense of perspective, we’ve compared each budget with the projected amount of CO2 that the world is expected to emit in 2025. This tells us how many years we have left if emissions stay at their current levels.
At current emission rates, the 1.5°C budget would run out around 2030. It seems implausible that global emissions will fall quickly enough to avoid this.
The 2°C budget would last until mid-century. By taking action on climate change, we buy ourselves more time and can avoid this level of warming.
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November 13, 2025
Global CO2 emissions from fossil fuels are likely to increase this year, while those from land-use change will fall
Have global carbon dioxide (CO2) emissions gone up or down this year?
The latest projections from the Global Carbon Project give us some insight. Their researchers and analysts do invaluable work in estimating greenhouse gas emissions worldwide, helping us understand how the situation is evolving.
Today, they published their latest “carbon budget”. The chart shows their historical estimates, as well as their projections for 2025.
They project that this year, emissions from fossil sources — that is, from fossil fuels and industrial processes — will increase by around 1%. Emissions from all three fuels — coal, oil, and gas — are expected to increase. Meanwhile, emissions from land-use change have decreased due to fewer extreme wildfires and reduced deforestation in South America.
This reduction in land use may offset the increase from fossil fuels, resulting in a global total similar to last year. Note that estimates for land-use emissions are much less certain than for fossil fuels.
While many countries have made progress in reducing emissions, global fossil emissions continue to rise. To tackle climate change, they need to peak and rapidly decrease in the coming years and decades.
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November 11, 2025
There are huge differences in death rates from road injuries, even across high-income countries
Roads in rich countries tend to be much safer than those in low- and middle-income countries. Cars are more modern, infrastructure is better, and driving laws are stricter and better enforced.
However, there are still huge differences between high-income countries. This is obvious from the chart, which shows death rates from road injuries across various countries. Rates can vary more than 20-fold.
I was recently surprised to find that my country, the United Kingdom, has some of the safest roads in the world, alongside Sweden, Singapore, and Norway. It can be easy to complain about the situation in our own country without considering what things are like elsewhere.
Road deaths are incredibly high in several Middle Eastern countries, like Saudi Arabia, Oman, and the United Arab Emirates. These countries tend to have far more high-speed highways, drivers often cover much longer distances, and the enforcement of regulations such as speed limits, seatbelt use, and driving distractions is weaker. These countries have reduced fatality rates in recent years, but still have much higher death tolls than other rich countries.
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November 07, 2025
Democracies tend to have lower levels of corruption
What difference does it make when people can choose their leaders? One area where the right to vote for political leaders may matter is corruption.
Democracy and corruption are hard to measure. One possible way to understand how countries perform on these fronts is to ask experts who study them closely. These expert judgments aren’t perfect, but we think they’re useful.
The V-Dem project surveys experts to assess how democratic each country is. Are elections free and fair? Do all citizens have equal voting rights? Are fundamental freedoms — like speech and assembly — respected? Experts also rate how frequent corruption is in public institutions, from bribery and embezzlement to whether laws are enforced fairly.
This chart combines these expert estimates: democracy on the horizontal axis and corruption on the vertical axis, with both scores on a scale from 0 to 1.
There are four corners in the chart. In the top left, you find many countries that are both autocratic and corrupt, such as Myanmar and Russia. In the bottom right, there’s a thick cluster of nations that have stronger democratic institutions and lower levels of corruption. What also stands out is that no country appears in the top right: none are rated as both having strong democratic institutions and being highly corrupt.
This chart shows correlation, not causation — but research on the causal link suggests democratic systems can indeed help expose and reduce corruption. And there is also a causal impact running the other way: corruption can weaken democratic institutions, for instance by lowering voter turnout.
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November 05, 2025
Almost one billion children have died globally since 1950
The deaths of children are daily tragedies on an enormous scale. The UN estimates that between 1950 and 2024, 990 million children died. That’s almost a billion children who died in only 75 years.
The chart shows that the world has made progress. In 1950, 23% of children born died before they were five years old. Since then, the global child mortality rate has declined to 3.6%.
In absolute terms, the number of child deaths has also declined: in 1950, 20 million children died; by the year 2000, this number had halved; and since then, it has halved again.
But the deaths of millions of young children every year remain one of the worst problems in the world and deserve much more attention.
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November 03, 2025
Life expectancy has increased at all ages
It’s a common misconception that life expectancy has increased only because fewer children die. Historical mortality records show that adults today also live much longer than adults in the past.
It’s true that child mortality rates were much higher in the past, and their decline has greatly improved overall life expectancy. But in recent decades, improvements in survival at older ages have been even more important.
The chart shows the period life expectancy in France for people of different ages. This measures how long someone at each of those ages would live, on average, if they experienced the death rates recorded in that year. For example, the last point on the top dark-red line shows that an 80-year-old in 2023 could expect to live to about 90, assuming mortality rates stayed as they were in 2023.
As you can see, life expectancy in France has risen at every age. In 1816, someone who had reached the age of 10 could expect to live to 57. By 2023, this had increased to 84. For those aged 65, it rose from 76 in 1816, to 87 in 2023.
The data for many other countries shows the same. This remarkable shift is the result of advances in medicine, public health, and living standards.
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October 31, 2025
A century of progress in access to primary education
The world has made major progress in expanding access to education. A century ago, most children did not have the option to go to school at all. Today, access to education is widely seen as a basic right that governments are expected to provide. And most governments succeed — according to statistics compiled by UNESCO, about 9 in 10 children of primary school age are enrolled.
The chart shows how this expansion unfolded for boys and girls separately. Throughout most of the 20th century, enrollment rose steadily, but boys remained more likely to be in school than girls. It was only towards the end of the century that this gap began to close. Today, the gap is small: around 91% of boys and 89% of girls are enrolled in primary school.
While the gap is small globally, it remains large and persistent in some countries. In Chad, in Central Africa, about 80% of boys are enrolled in primary school, compared with 67% of girls. This difference has shown little change in recent years, as the data linked below shows.
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October 29, 2025
Maternal deaths have more than halved in the last forty years
A woman dying when she is giving birth to her child is one of the greatest tragedies imaginable.
Every year, 260,000 women die from pregnancy-related causes. This number rose to 322,000 during the COVID-19 pandemic.
Fortunately, the world has made continuous progress, and such tragic deaths have become much rarer, as the chart shows. The WHO has published data since 1985. Since then, the number of maternal deaths has more than halved.
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October 27, 2025
Bangladesh has become much more resilient to cyclones, saving many lives
In 1970, Cyclone Bhola hit Bangladesh, killing more than 300,000 people. It was a strong cyclone, but not unprecedented. What made it so deadly was the lack of any early detection systems, alarms, or mass evacuation procedures. A huge storm surged into a densely populated area, and hundreds of thousands of people drowned in their homes.
Since then, Bangladesh has become much more resilient to these events. The chart shows the country's annual death toll from storms, stretching back to 1960.
Throughout the 1980s and early 1990s, a few large events claimed many lives. But in recent decades, the death toll has been low. That’s despite Bangladesh experiencing some extremely powerful cyclones. Cyclone Amphan (2020) and Mocha (2023) were both Category 5 — the strongest rating.
Bangladesh offers one of the clearest examples of how humans are not helpless in the face of “natural” disasters: investments in weather forecasting, early warning systems, and proper evacuation procedures can protect communities and save lives.
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October 24, 2025
China’s internal combustion car sales peaked in 2017 as electric vehicles took off
Electric cars have become incredibly popular in China. In 2020, one in eighteen new cars sold was electric. By 2024, this had increased to one in two.
This growth has pushed down sales of internal combustion engine (ICE) cars, which run mostly on petrol. As you can see in the chart, sales of ICE cars peaked in 2017 and have declined since.
The world reached peak ICE car sales just one year later.
The displacement of petrol cars with electric ones is vital in decarbonizing transport. The rise of electric vehicles in China means the IEA expects oil demand to peak earlier than previously projected.
Here, “electric cars” include fully battery-electric ones and plug-in hybrids. In China, 56% of them were fully battery-electric.
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October 22, 2025
From 5% to 76% in 30 years: Kenya has made substantial progress in providing access to electricity
Those with access to electricity take many of its benefits for granted: food refrigeration reduces waste, the radio can keep us company during the day, and light at night makes it possible to study or get together after sunset.
According to data published by the World Bank, 30 years ago, only 5% of people in Kenya had access to basic electricity and its benefits.
Since then, the country has made substantial progress, as the chart shows: by 2023, 76% of Kenyans had access to a basic electricity supply.
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October 20, 2025
Over many generations, better nutrition and lower disease have led to people becoming taller
Poor nutrition and illness can limit human growth, so long-term improvements in living conditions are often reflected in increases in average height.
At the individual level, height depends on many other factors, but genetics plays a particularly important role. Not all short people are undernourished or sick, and not all tall people are necessarily healthy. However, when we look at population averages across generations, broad patterns in nutrition and disease burden can play a visible role.
This is why historians often use height as an indirect measure of living conditions. By examining historical changes in height, researchers can gain insights into living standards during periods when little or no other data is available.
This chart presents estimates from Jörg Baten and Matthias Blum, published in the European Review of Economic History (2014). The lines show the average height of men by decade of birth in Denmark, the Netherlands, and Germany, from 1710 to 1980.
For the earlier period, the estimates are based mainly on military conscription records (which measured young men eligible for service), so they are not fully representative of the entire population.
These historical data points are less representative than modern survey data, but the changes are large enough that the overall pattern is meaningful even if exact levels carry some uncertainty.
The chart shows how rapidly average height rose in these countries during the 20th century, a trend consistent with major improvements in health and nutrition.
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October 17, 2025
Only two countries recorded human cases of guinea worm disease in 2024
Guinea worm is an incredibly painful and debilitating disease; one that’s hard to imagine unless you’ve seen someone suffer from it.
As we explain in a dedicated article, it’s caused by the guinea worm parasite, whose larvae can be found in stagnant water. Drinking contaminated water lets the larvae enter the stomach and intestines. These grow into adult worms, getting into their joints and causing arthritic conditions, before emerging painfully through the skin.
The good news is that the world is extremely close to eradicating this disease. In 1989, more than 890,000 human cases were recorded globally, compared to only 15 in 2024.
As you can see in the map, these cases were recorded in just two countries: Chad and South Sudan.
There are three other countries — Ethiopia, Angola, and Mali — where guinea worm is still endemic (meaning it’s still considered present there), but they reported no new cases in 2024.
Here, we focus on guinea worm cases in humans, but it’s important to note that other animals — such as domestic dogs — can also be infected. This adds further challenges to eradicating the disease completely.
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October 15, 2025
In Colombia, fertility rates have fallen sharply in recent decades
Large families used to be the norm in Colombia, but that has changed a lot over just a few generations. I come from Colombia, and my own family reflects this: my grandmother had eleven siblings, my mother had seven, and I have just one sister.
My family is one example of this broader shift within Colombia. In 1950, around the time my mother was born, the fertility rate was 6.4 births per woman. By 2023, it had fallen to 1.6.
That’s what the chart here shows. It plots the total fertility rate: the average number of children a woman would have over her lifetime, if she experienced the observed birth rates of women in her country in the corresponding year. It’s the most widely used measure to track birth patterns across countries and over time.
The chart shows that Colombia’s fertility rate is similar to that of richer countries like France and the UK. It also displays Colombia’s trend alongside China’s for comparison. Perhaps surprisingly, the slope (i.e., the speed) of Colombia’s drop has been similar to China's, despite the latter introducing a one-child policy.
Colombia’s experience mirrors a wider change across many middle-income countries, including much of Latin America. Education of women, urbanization, declining infant mortality, family planning, and changing norms are all key drivers of this trend.
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October 13, 2025
Most people are fairly optimistic that their lives will improve
If you ask people about whether the world as a whole is getting better or worse, most people say the latter. People are generally pessimistic about global or societal progress.
But they are typically much more optimistic about improvements in their own lives.
In the chart, you can see what share of people think they would be higher or lower on the “Cantril Ladder” five years in the future. The “Cantril Ladder” asks people to rate their lives on a scale from 0 (the worst possible life) to 10 (the best). Here, respondents were asked to rate where they are now, and where they think they’d be in five years.
As you can see, most people say they will be higher on the ladder across a wide range of countries. They expect their lives to improve.
Of course, this is not true of everyone, everywhere, but these results tend to support the argument that people are generally “individually optimistic, but societally pessimistic”.
Explore more data on happiness and life satisfaction across the world →
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October 10, 2025
Life expectancy in Africa is lower than on other continents
Where you are born and stay for much of your life is a strong predictor of how long you’re likely to live. The chart shows the differences in period life expectancy across continents.
Average life expectancy has converged to a fairly narrow band between 75 and 80 years in North America, Oceania, Europe, Latin America, and Asia. Africa stands out: its average life expectancy is 64 years, over a decade lower than any other region.
This gap reflects several overlapping factors: high rates of child and maternal deaths, a heavy burden of infectious diseases such as malaria, HIV/AIDS, and tuberculosis, limited access to quality healthcare and infrastructure, and high levels of poverty.
Despite this, life expectancy in Africa has risen by almost two decades since 1974.
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