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Data Insight
In every region of Africa, hunger is more prevalent than a decade ago.
The chart shows the increase in the share of the population that is undernourished, comparing 2014 and 2024 (the most recent year available). These estimates come from the Food and Agriculture Organization of the United Nations.
The situation across Africa is dire. In Middle Africa, where hunger is most acute, almost 1 in 3 people are undernourished. In Eastern Africa, the figure is roughly 1 in 4. Across Africa as a whole, it's 1 in 5.
This marks a reversal of a longer positive trend: over the preceding decades, hunger had been falling across much of the world, including parts of Africa. That progress has now stalled or gone into reverse. Conflict, extreme weather, and the economic disruption of the COVID-19 pandemic have all contributed.
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Article
Explore causes of death data for all countries, spanning more than four decades.
April 11
Data Insight
The concept of “leapfrogging” is popular in development. It suggests that, as they develop, lower-income countries can skip intermediate technologies or systems and go straight to the modern equivalent.
One example of this is the use of landlines and mobile phones.
The landline telephone was invented in 1876 and became a dominant form of communication across Europe and North America. As you can see in the chart, it was increasingly adopted in the United States and the United Kingdom throughout the 20th century.
However, mobile phone adoption increased rapidly in the 1990s, and landlines have declined since the millennium. Mobile phones have become a substitute.
But many countries have almost skipped landline adoption entirely. Ghana and Nigeria are good examples: landline subscriptions have remained extremely low, and instead, mobile phone adoption has exploded.
Data centers are the backbone of AI, cloud computing, and other digital services — and spending to build them has increased rapidly in the United States.
As of January 2026, US spending on data center construction was over $2.4 billion per month, roughly 16 times the level in early 2014.
This growth has been especially rapid since AI chatbots have become very popular, starting in late 2022. Monthly spending has nearly tripled since then.
It’s important to note that this only covers the cost of building the physical structures. Servers and other hardware inside are excluded, and they can make up a large share of the total cost of a data center.
I recently updated our chart with the latest data from the US Census Bureau. I do this quarterly, so our next update will be around June 2026.
April 9
Data Insight
Even after years of working with global health data, one statistic that I’m always struck by is the number of people who die by suicide every year. In 2023, it was estimated to be around three-quarters of a million.
That means suicides account for more than 1 in every 100 deaths in the world.
But a world where so many die from suicide is not inevitable. We know this because global suicide rates have fallen by an estimated 40% since the 1990s.
You can see this in the chart: rates have fallen from 15 to 9 deaths per 100,000 people over the last thirty years.
The large differences between countries also suggest that there are things that can be done to reduce this number even further.
In December 2024, passengers in California's driverless taxis were traveling around 3.8 million kilometers per month.
By the end of 2025, that figure had climbed to roughly 9.4 million — more than doubling in a single year. You can see this increase in the chart.
This data comes from the California Public Utilities Commission (CPUC), which requires companies operating paid driverless taxi services to file detailed quarterly reports on passenger distance, safety incidents, and other operational data. (Only Waymo has been in operation since late 2023.)
The reports are published on the CPUC's website, making it possible to track this fast-moving industry with publicly available, standardized data.
I recently updated this chart with the CPUC's latest quarterly report and will continue to do so each time they publish one.
April 7
Data Insight
Some technologies central to the clean energy transition depend on rare earth elements. The permanent magnets found in many electric vehicle motors and wind turbine generators rely on them. They are also used in some military hardware.
China dominates global production of rare earths; in 2024, it accounted for nearly 70% of the global total.
But the picture is not as concentrated when you examine which countries have rare-earth reserves. That is what the chart shows, plotting production and reserve shares side by side. China still holds the most known reserves, but at 49%, this is substantially lower than its production share.
Brazil holds 23% of reserves and is barely mining them. India, Vietnam, and Russia also hold significant reserves, but only a small fraction of current output.
The large gap between where reserves are located and where mining occurs partly reflects China's early investment in mining infrastructure and processing capacity, which other producers have not yet matched. Other countries hold the geological potential but have not yet developed the infrastructure to convert it into production at scale.
April 4
Data Insight
Child mortality rates in China have fallen from more than 20% in 1950 to less than 1% today.
But this steady progress was interrupted in the late 1950s during the “Great Leap Forward”. This was China’s national plan to industrialize rapidly, but it resulted in widespread famine and economic turmoil.
As the chart shows, child mortality rates spiked in China over this period, with up to one in three children dying before reaching the age of five. This change was so dramatic that it is also clearly visible in the global trend.
This data comes from the UN’s World Population Prospects.
As artificial intelligence advances rapidly, how are Americans’ attitudes about it changing? Are they becoming more concerned about automation, or less?
Answering these questions is harder than it might seem. Long-run, comparable opinion data on AI is rare. Most surveys only provide a snapshot at a single point in time, making it hard to track meaningful changes in public sentiment.
Two recurring surveys from YouGov, a UK-based polling and market research firm, are among the few sources that let us study these trends over time.
One survey, shown in the chart here, asks working American adults how worried they are about their jobs being automated.
The other asks Americans whether robots will ever surpass human intelligence.
I recently updated both charts with the latest releases from YouGov. Both surveys are updated twice a year, with the next release expected around mid-2026.
Governments fund public services — from healthcare and education to infrastructure and defense — largely through taxation.
But how much tax revenue countries collect varies widely, as the chart shows. Here, it's expressed as a share of GDP to allow comparison across countries of different sizes.
In some countries, like Bangladesh and Ethiopia, tax revenue is less than 10% of GDP. In others, like Italy and France, it’s more than 40%.
Understanding how governments raise revenue is key to understanding fiscal policy, state capacity, and the relationship between taxation and development.
The UNU-WIDER Government Revenue Dataset is one of the most comprehensive cross-country datasets on government revenue composition.
I recently updated our charts with the latest release, which now covers 198 countries and territories from 1980 to 2023.
You probably use a bank account every day without thinking about it — to buy groceries, pay a bill, or receive your salary.
But for more than a billion people worldwide, transactions only happen with cash — no easy way to send or receive money remotely, and a constant risk of loss or theft.
Mobile money is changing this.
Unlike banking apps or services like Venmo, it doesn't require a bank account, smartphone, or internet. People make payments and receive deposits by simply dialling a short code on a basic mobile phone.
This technology has spread rapidly, especially across Sub-Saharan Africa, where hundreds of millions of people now rely on it.
You can see this in the chart, which I recently updated with the latest release of the Global Mobile Money Dataset from the GSM Association (GSMA). The GSMA has tracked mobile money data since 2009. The data now extends through 2024.
In our article, you can read more about mobile money and how it's expanding financial access and changing lives.
April 2
Data Insight
Around 4 in 10 women worldwide live in countries where abortion is illegal or highly restricted. But these bans do not stop abortions completely; many women still get them, but in unsafe and unsanitary conditions.
A study published in The Lancet estimated that 45% of abortions globally are unsafe. In some regions, the share is estimated to be around three-quarters. You can see this in the chart.
This data is around ten years old, but represents the latest estimates available (suggesting that this topic gets very little attention).
Unsafe abortions dramatically increase the health risks for women. Safe abortions have very low mortality rates, typically below 1 death per 100,000 abortions.
In regions where the majority of abortions are unsafe, mortality rates can be several hundred times higher; in Western and Middle Africa, around 1 in 200 abortions result in the woman dying.
It’s estimated that approximately 8% of maternal deaths in the world are caused by unsafe abortions. That’s 23,000 women every year.
What share of income goes to the richest 1% in your country? How about the richest 10% or 0.1%? How has that changed over time?
The World Inequality Database (WID) is the leading source for answering questions about incomes and wealth at the very top of the distribution.
Standard household surveys tend to undercount incomes at the top — the wealthiest are harder to reach, less likely to respond, and more likely to underreport.
The WID addresses this by combining surveys with tax records and national accounts, giving a more complete picture of how income and wealth are distributed across the population.
Built by an international network of over a hundred researchers, the WID provides data for countries around the world, with some series going back over a century.
I recently updated 20 of our charts and multiple data explorers with the latest data.
A record 83 million people globally were living in internal displacement at the end of 2024 — forced from their homes by conflict, violence, or natural disasters, but remaining within their own country's borders.
Unlike refugees, who cross international borders, internally displaced people are often harder to track and don't show up in all migration statistics.
I recently updated around 20 of our charts with the latest data from the Internal Displacement Monitoring Centre (IDMC).
The data covers disaster-related displacements since 2008 and conflict-related displacements since 2009, with global coverage across all countries.
This data helps us better understand the human impact of natural disasters, conflicts, and violence — and helps NGOs and governments support those who have been displaced.
March 31
Data Insight
Depression, anxiety, and other mental health problems are common everywhere. They are not confined to any particular income level.
But access to care is rare. In much of the world, people who struggle with their mental health have almost no psychologists or psychiatrists to turn to.
Mental health care is scarce in all places, but it is much scarcer in poor countries. Governments in high-income countries spend about $66 per person per year on mental health care, as the chart shows. In low-income countries, that figure is $0.04.
This gap in spending reflects a gap in people. As the WHO’s latest Mental Health Atlas highlights, there is roughly one psychiatrist per million people in low-income countries. High-income countries have 70 times more.
A recent study in the Lancet Psychiatry estimated that globally, only 9% of people with major depressive disorder receive a “minimally adequate treatment”. In high-income countries, it is 27%; in Sub-Saharan Africa, just 2%.
Hundreds of millions of people in poorer countries live with treatable conditions and have no access to a psychologist or psychiatrist. It is one of the largest gaps in global health — and one that receives remarkably little attention or funding.
There are efforts to close this gap without waiting for the workforce to catch up. One approach is to train lay counsellors — people without formal clinical qualifications who learn to provide psychological support. Randomized trials in India and Zimbabwe have shown this can be effective for depression.
Another approach is to use technology: apps and, increasingly, AI-based tools that can extend the reach of limited clinical expertise. These are not substitutes for a functioning mental health system, but in places where that system barely exists, they offer a starting point.
Since 1997, the price of college tuition in the United States has more than tripled. Over the same period, the price of televisions has fallen by 98%. You can see these and other trends in the chart.
This data comes from the U.S. Bureau of Labor Statistics (BLS), which compiles the Consumer Price Index (CPI) — the standard measure of inflation in the United States. It tracks the average prices paid by urban consumers for a basket of goods and services.
I recently updated our chart with the latest CPI data across 12 categories — from medical care and housing to software and toys — showing how these prices have changed over the last decades.
March 30
Article
Batteries have become much cheaper, making energy storage far more affordable.
Safe drinking water, sanitation, and handwashing facilities are basic human needs.
Individuals who can not use safe facilities have a higher risk of disease and malnutrition, and unsafe drinking water and sanitation contribute to millions of deaths each year.
The world has made significant progress in increasing their availability and usage.
But there is still more work to do — more than 2 billion people worldwide can not use a safe drinking water source on their premises.
To help you track this, I recently updated more than 50 of our charts — including our WASH Data Explorer — with the latest data from the WHO/UNICEF Joint Monitoring Programme for Water Supply, Sanitation and Hygiene.
With this update, our charts now include data through 2024.
The ozone layer plays a vital role in making the planet habitable for us and other species by absorbing most of the sun’s ultraviolet radiation.
But, during the 1970s–90s, humans were emitting large quantities of substances that depleted the ozone layer.
This led to the creation of ozone holes at the earth’s poles, exposing life to higher levels of ultraviolet radiation and increasing the risks of skin cancer in humans.
During the 1980s, the world came together to form an international agreement to reduce — and eventually eliminate — emissions of these depleting substances.
The political agreements were very effective. Since then, global emissions have fallen by more than 99%.
The ozone holes have stopped growing and are now starting to close.
I recently updated our charts with the latest data from the NASA Goddard Space Flight Center’s Ozone Watch, which tracks the size of the Antarctic ozone hole and the concentration of ozone in the stratosphere.
March 28
Data Insight
There are two ways to produce seafood: catch fish in the wild or farm your own. Seafood farming is often called “aquaculture”. Aquaculture is dominated by the farming of fish, but also includes other organisms, such as crustaceans and aquatic plants.
Aquaculture has grown rapidly over the last few decades. In fact, as the chart shows, it has overtaken wild catch since 2013.
This has relieved some pressure on wild fish stocks: if this increased demand for fish had been satisfied by wild catch, then many more would be severely overexploited.
How has the world's population changed over the last 12,000 years? How quickly did it grow in different periods, and what do projections tell us about the rest of this century?
We've refreshed four of our most popular static charts that show you answers to these questions, updating them with the latest estimates and projections from the UN World Population Prospects (2024 revision).
These charts show up in multiple places across our work, including these two articles:
This is part of a broader effort by our team of data scientists to build new pipelines for our static visualizations — making it easier to keep them current as new data becomes available, and more consistent visually.
You can learn more about how we combine multiple sources to build our long-run population dataset, spanning from 10,000 BCE to 2100.