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Data Insights

Bite-sized insights on how the world is changing, published every few days.

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A world map focusing on Sub-Saharan Africa, illustrating electricity access percentages for Africa in 2022. Various shades of brown and orange represent the levels of electricity availability, ranging from less than 10% to over 70%. 

For example: In Chad, only 12% of people have access. In the Democratic Republic of Congo — a country of over 100 million people — it's just 22%. In contrast, in Kenya more than 75% of people now have access to electricity

A title indicates that less than one-in-four people have electricity access in parts of this region, and a note defines electricity access as having the ability to provide basic lighting and charge devices for at least four hours a day. At the bottom, there is a data source attribution to the World Bank for the year 2022. The image is credited to Our World in Data with a Creative Commons license.

A vast majority of people still lack access to electricity in parts of Sub-Saharan Africa

How many hours have you used electricity today? For me, it’s probably all of them — from charging my phone overnight to working on my laptop, exercising with my watch, and listening to music through my earphones. It's so normal that I can't imagine life without it.

But life without electricity is a reality for millions in Sub-Saharan Africa. This map shows the share of people with access to electricity across the region. This is defined as having a source that can provide basic lighting, charge a phone, or power a radio for just 4 hours daily.

Look at the countries in dark red: in Chad, only 12% of people have access. In the Democratic Republic of Congo — a country of over 100 million people — it's just 22%. Overall, 85% of people worldwide who lack access to electricity now live in Sub-Saharan Africa.

There are bright spots, though. Countries like Kenya, where more than three-quarters of people now have electricity, show that progress in the region is possible.

Explore more data on access to electricity

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This chart shows how much smoking increases the risk of death from different causes. This is calculated by comparing the risks between current-smokers and never-smokers, and is given in terms of the change in relative risk, meaning how much more likely is it that someone who smokes dies from a particular cause than those who have never smoked?

In the horizontal bar chart, the estimated increased risk of death from various causes associated with smoking is shown for men in the United States, comparing current smokers to never smokers. The causes are listed on the left, with horizontal arrows indicating the relative increase in risk shown along a scale, which ranges from 1x to 21x.

Lung cancer has the highest increase in risk, at 21 times greater for smokers. Other conditions include COPD (chronic obstructive pulmonary disease), upper aerodigestive cancer, stroke, ischemic heart disease, bladder cancer, kidney and urinary cancers, liver cancer, pancreas cancer, stomach cancer, various cardiovascular diseases, hypertensive disease, other respiratory diseases, myeloid leukemia, tuberculosis, diabetes, and colorectal cancer. 

The data source is attributed to Shefali Oza et al. from 2011. The chart is published by Our World in Data and is available under a Creative Commons license.

Smoking increases the risk of death from many causes

Most of us have heard that smoking damages the lungs. The chart drives this home: in the US, men who smoke are around 21 times more likely to die from lung cancer than men who have never smoked.

But the damage doesn’t stop there: smoking also increases the risk of other cancers, including mouth, throat, bladder and pancreatic cancer, in addition to other health conditions such as chronic obstructive pulmonary disease (COPD), heart disease, and diabetes.

Why does one habit harm so many organs? Cigarettes carry a mixture of carcinogens that reach — and damage — tissues throughout the body. Smoking also injures blood vessels, fuels inflammation, and makes it easier for tumors to spread.

Because a single behavior poses so many risks, cutting smoking rates has been one of the most powerful tools to save lives and improve public health.

Explore more data and research on smoking on our dedicated page

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A line graph illustrating the trend in child mortality in Malawi from 1990 to 2022. The vertical axis represents the percentage of newborns who die before reaching the age of five, ranging from 0% to 25%. The horizontal axis represents the years, ranging from 1990 to 2022.

In 1990, nearly 25% of newborns died before their fifth birthday, which is depicted at the top left of the graph. The line shows a significant downward trend over the years, with a steady decline in child mortality rates. By 2022, the percentage had decreased to 4%, indicated at the bottom right of the graph.

Key annotations on the graph highlight that in 1990, the mortality rate represented 1 in 4 newborns, while by 2022, it represented 1 in 25 newborns. 

The data source for the information is listed as the UN Inter-agency Group for Child Mortality Estimation, dated 2024, and the graph is licensed under Creative Commons BY.

Child mortality in Malawi has fallen by more than 80% since 1990

In 1990, one in four newborns in Malawi died before their fifth birthday.

At that time, the average number of births per woman was almost seven. This meant that many families experienced the tragedy of losing a child.

But in recent decades, Malawi has made incredible progress. As you can see in the chart, the child mortality rate has dropped to 1 in 25 children — an 84% reduction.

Many factors have contributed to this decline. The expansion of antenatal care and the attendance of skilled health professionals at birth have been crucial in saving newborns in the earliest days of life. Increasing vaccination rates, distributing insecticide-treated bed nets and antimalarials, and programs to stop the transmission of HIV have all reduced the risks of dying in infancy.

Read more about the role that vaccines have played in reducing child mortality

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A line graph depicting the decline of homicide rates in Italy from 1990 to 2022. The vertical axis represents the annual number of deaths from homicide per 100,000 people, ranging from 0 to 3.5. The horizontal axis marks the years from 1990 to 2022. The green line starts just above 3.5 in the early 1990s, dropping sharply to around 0.5 by 2022, indicating an over 80% reduction in homicide rates. A note in the upper section mentions that in the early 1990s, rates were more than 3 per 100,000, one of the highest in Europe. A separate note towards the bottom-right corner confirms the 80% reduction to 0.5 per 100,000. The data source listed is the United Nations Office on Drugs and Crime, 2024, with a Creative Commons attribution license (CC BY).

Homicide rates in Italy have dropped by 80% since 1990

Italy has become much safer over the last thirty years.

In the early 1990s, there were around 3 homicides per 100,000 people every year. That was one of the highest rates in Europe.

Since then, rates have fallen by more than 80%. As you can see in the chart, they have been around 0.5 per 100,000 in recent years. That now makes Italy safer than many of its European neighbours.

Mafia-related homicides dropped dramatically in the 1990s following intensified efforts from the Italian government. Some of this organized crime may have also shifted from violent acts towards financial and “white collar” crime.

While estimates can vary across data sources, for Italy, they show strong agreement

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A bar chart comparing two financial figures from 2023. On the left, a blue bar labeled "Global transaction costs for money sent home by international migrants" measures $51 billion. On the right, a taller teal bar labeled "Foreign aid from the United States" measures $66 billion. The chart title indicates that global migrant transfer fees nearly matched total U.S. foreign aid in 2023. The data source information notes the OECD from 2024 and the World Bank from 2025, and it explains that "foreign aid" refers to net official development assistance. The graphic has a "CC BY" copyright indication.

Transfer fees for money sent home by international migrants were nearly as high as US foreign aid in 2023

If you live in the same country as your family, you don’t usually have to pay a fee when you send them money. International migrants face a harsher reality: they pay hefty transaction costs when supporting family back home. Globally, the average fee in 2023 was 6.3%, more than double the UN Sustainable Development Goal's target of getting this down to 3%.

This may not sound like much, but migrants send large amounts home to help with schooling, medical bills, house maintenance, and food. The total sum was nearly three times larger than global foreign aid in 2023. (Here, foreign aid consists of net development assistance from national governments and private philanthropy that meets the necessary conditions.)

Although 6.3% might seem modest, when applied to large volumes of money, these transfer fees amount to tens of billions of dollars.

The chart shows that migrants lost $51 billion in transaction fees in 2023, which is not far from the $66 billion the US gave as foreign aid. That's $51 billion paid by migrants but never received by their families.

With the new US administration projected to cut aid by more than half, aid experts from the Center for Global Development suggest reducing fees could help fill some of the gap. They recommend promoting cheaper transfer options, increasing competition between services, and linking banking systems across countries.

While money sent home by migrants isn’t as targeted to vulnerable groups as aid, most of it flows directly to families in low- and middle-income countries who can use it for what they need most.

Read more about money sent home by migrants

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A line graph illustrating Japan's foreign aid contributions over time, labeled "Japan's contribution to foreign aid has more than doubled in just five years." The y-axis represents monetary amounts in US dollars, ranging from $0 to $20 billion, while the x-axis spans from the year 1960 to 2023. The graph shows a steady increase in contributions, with a notable surge from approximately $8.6 billion in 2018 to $19.3 billion in 2023. The overall trend depicts a gradual rise with fluctuations over the decades. At the bottom, the data source is noted as "OECD (2025)," and there's a footnote stating that the data is in constant 2022 US dollars, based on net flows and not grant-equivalents.

Japan has more than doubled its foreign aid budget in just five years

Foreign aid has saved and improved millions of lives through health programs, food aid, and humanitarian assistance. Several countries — including the United States and the United Kingdom — have announced large cuts to their foreign aid budgets in the last few months. However, one country has been moving in the opposite direction in the last five years.

Since 2018, the amount Japan gives in foreign aid has more than doubled. You can see this in the chart.

In 2018, Japan gave $8.6 billion. By 2023, this had increased to $19.3 billion. This makes Japan’s aid budget equivalent to 0.44% of its gross national income. That was more than the United States, which gave 0.24%, but still less than many European countries, including the UK, France, Germany, and Norway, which topped the list at 1.1%.

Read my recent article on how small amounts of foreign aid can go a long way

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A line graph illustrating the decline in child pneumonia deaths in Nepal from 1980 to 2021 is presented at the top with the title, "Child pneumonia deaths have dropped dramatically in Nepal, but it's still behind wealthier nations." The vertical axis represents estimated annual deaths per 100,000 population, ranging from 0 to 1,400, while the horizontal axis marks the years from 1980 to 2021. 

The graph shows a steep downward trend starting from around 1,400 deaths per 100,000 in the 1980s, indicating that Nepal had one of the highest rates of child pneumonia deaths at that time. A significant drop is observed, and by 2021, the death rate declined to 75 per 100,000. A note emphasizes that high-income countries have a much lower death rate, depicted by a flat line near the bottom of the graph.

Data sources cited at the bottom are IHME and Global Burden of Disease, with the date of the data being 2024. The graph is attributed to the Creative Commons BY license.

Childhood pneumonia deaths have plummeted in Nepal — and more lives can still be saved

In the early 1980s, Nepal’s children suffered from some of the highest death rates from pneumonia in the world, with over 1,400 deaths for every 100,000 children under five. That meant around 39,000 children died from pneumonia each year, more than from any other cause.

Since then, Nepal has made huge progress. The death rate has fallen almost 20-fold. This improvement is due to various measures, including pneumococcal and Hib vaccines, better access to healthcare and antibiotics, and improved nutrition.

Despite this progress, pneumonia is still among the leading causes of death in children in Nepal. And we know that more progress can be made: high-income countries have achieved much lower rates, with fewer than 5 per 100,000.

Explore how deaths from pneumonia among children have changed in other countries

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What share of children die before their fifth birthday?

What could be more tragic than the death of a young child? Child mortality, the death of children under the age of five, is still extremely common in our world today.

The historical data makes clear that it doesn’t have to be this way: it is possible for societies to protect their children and reduce child mortality to very low rates. For child mortality to reach low levels, many things have to go right at the same time: good healthcare, good nutrition, clean water and sanitation, maternal health, and high living standards. We can, therefore, think of child mortality as a proxy indicator of a country’s living conditions.

The chart shows our long-run data on child mortality, which allows you to see how child mortality has changed in countries around the world.

Explore and learn more about this data
Explore and learn more about this data

Share of population living in extreme povertyWorld Bank

Life expectancy at birthLong-run estimates collated from multiple sources by Our World in Data

Per capita CO₂ emissionsLong-run estimates from the Global Carbon Budget

GDP per capitaLong-run estimates from the Maddison Project Database

Share of people that are undernourishedFAO

Literacy rateLong-run estimates collated from multiple sources by Our World in Data

Share of the population with access to electricityWorld Bank

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