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  • COVID-19 Data Explorer

    Explore all of our data on COVID-19 vaccinations, cases, excess mortality, and much more.
    By 幸运飞行艇 Team
  • We published a new topic page on Research & Development

    Explore global data on patents, researchers, R&D spending and innovation across the world.
    By Hannah Ritchie and Edouard Mathieu
  • Artificial intelligence is transforming our world — it is on all of us to make sure that it goes well

    How AI gets built is currently decided by a small group of technologists. As this technology is transforming our lives, it should be in all of our interest to become informed and engaged.
    By Max Roser
  • Why randomized controlled trials matter and the procedures that strengthen them

    Randomized controlled trials are a key tool to study cause and effect. Why do they matter and how do they work?
    By Saloni Dattani
  • We published a new topic page on Influenza

    Explore global data on influenza cases, deaths, and vaccinations.
    By Saloni Dattani and Fiona Spooner
  • Learning curves: What does it mean for a technology to follow Wright’s Law?

    Technologies that follow Wright’s Law get cheaper at a consistent rate, as the cumulative production of that technology increases.
    By Max Roser
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Slides, research, and visualizations for teaching and learning about global development

All of our pages on global problems and global changes

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Population Change

The world population increased from 1 billion in 1800 to 7.9 billion today.

Growth slowed from 2.2% per year 50 years ago to 1.0% per year today.

When and why did the world population grow? And how does rapid population growth come to an end?

World Population Growth

The UN projects that the global population will be 10.9 billion by 2100.

The population growth rate is then expected to be close to zero.

What can we expect for the future? What determines how large or small the world population will be?

Future Population Growth

The global median age increased from 22 years in 1970 to 31 years.

25% of the world are younger than 14 years. 9% are older than 65.

What is the age profile of populations around the world? How did it change and what will the age structure of populations look like in the future?

Age Structure

In some countries gender discrimination leads to skewed sex ratios at birth.

How does the number of men and women differ between countries? And why?

Gender Ratio

Life and Death

The global average life expectancy is 73 years.

The global inequality is large.

When and why did the average age at which people die increase and how can we make further progress against early death?

Life Expectancy

5.2 million children younger than five die every year.

The global child mortality rate is 3.8%.

Why are children dying and what can be done to prevent it?

Child and Infant Mortality

The global average fertility rate is 2.4 children per woman.

In the last 50 years this rate has halved.

How does the number of children vary across the world and over time? What is driving the rapid global change?

Fertility Rate

Distribution of the World Population

56% of the world population live in urban areas.

In 1960 it was 34%.

The world population is moving to cities. Why is urbanization happening and what are the consequences?

Urbanization

Migration has been an important source of economic development and poverty reduction. Explore data on global migration.

Migration

Health

Health Risks

Around one-in-three children globally suffer from lead poisoning.

Lead pollution is a widespread problem that receives little attention. What is the scale of the problem and how can we tackle it?

Lead Pollution

6.7 million people die prematurely from air pollution each year.

Our overview on both indoor and outdoor air pollution.

Air Pollution

4.5 million people die prematurely from outdoor air pollution every year.

44% are younger than 70 years old.

Outdoor air pollution is one of the world’s largest health and environmental problems.

Outdoor Air Pollution

2.3 million people die prematurely from indoor air pollution every year.

58% are younger than 70 years old.

Indoor air pollution – caused by the burning of firewood, crop waste, and dung for cooking and heating – is a major health risk of the world’s poorest.

Indoor Air Pollution

13% of adults are obese, globally.

Obesity is responsible for 5 million premature deaths every year.

When did obesity increase? How do rates vary across the world? What is the health impact?

Obesity

7.7 million people die prematurely from smoking every year.

46% are younger than 70 years old.

Tobacco smoking is one of the world’s largest health problems today.

Smoking

2.4 million people die prematurely from alcohol consumption every year.

71% are younger than 70 years old.

Who consumes the most alcohol? How has consumption changed over time? And what are the health impacts?

Alcohol Consumption

11.8 million people die prematurely from drug use every year.

This includes tobacco smoking, alcohol consumption and illicit drug use.

Drug use – which includes smoking, alcohol, and illicit drug use is one of the world’s largest health problems today.

Drug Use

620,000 people die prematurely from illicit drug use every year.

45% are younger than 50 years old.

How common is the use and addiction to opioids, cocaine, amphetamines and cannabis? What is the impact?

Opioids, cocaine, cannabis and illicit drugs

Infectious Diseases

Explore the latest data on the Monkeypox outbreak.

Mpox (monkeypox)

COVID-19 developed into a global pandemic.

Country-by-country data and research on the pandemic. Updated daily.

Coronavirus Pandemic (COVID-19)

860,000 people die from HIV/AIDS each year.

77% are younger than 50 years old.

A global epidemic and the leading cause of death in some countries.

HIV / AIDS

630,000 people die from malaria every year.

55% are children younger than 5 years old.

The deadly disease transmitted by mosquitoes is one of the leading causes of death in children. How did we eliminate the disease in some world regions and how can we continue progress against malaria?

Malaria

Humanity has already eradicated one severe disease.

Which ones could we eradicate in our lifetimes and how?

Eradication of Diseases

1.5 million people die from diarrheal diseases every year.

One-third are children under five years old.

Diarrheal diseases are one of the leading cause of child deaths while they are largely preventable. How can we continue to make progress against these diseases?

Diarrheal diseases

In the past smallpox killed millions every year.

Humanity eradicated this infectious disease globally. How was this possible?

Smallpox

One generation ago polio paralyzed hundreds of thousands of children every year.

Now the world can possibly eradicate it: polio remains endemic in only 2 countries.

Polio

2.5 million people die from pneumonia every year.

One-fourth are children younger than five years old.

Pneumonia is the leading cause of death for children younger than 5 years.

Pneumonia

35,000 people die from Tetanus every year.

Half are children under the age of five.

Tetanus is a bacterial infection that leads to painful muscle contractions and possibly death.

Tetanus

Health Institutions and Interventions

Healthcare funding is essential for good health.

Healthcare is key to make progress against poor health. How is it financed?

Healthcare Spending
  • 14% of children in the world do not receive basic vaccines.

Vaccines are key in making progress against infectious diseases and save millions of lives every year.

Vaccination

Life and Death

The global average life expectancy is 73 years.

The global inequality is large.

When and why did the average age at which people die increase and how can we make further progress against early death?

Life Expectancy

5.2 million children younger than five die every year.

The global child mortality rate is 3.8%.

Why are children dying and what can be done to prevent it?

Child and Infant Mortality

295,000 women die from pregnancy-related causes every year.

What could be more tragic than a mother losing her life in the moment that she is giving birth to her newborn? Why are mothers dying and what can be done to prevent these deaths?

Maternal Mortality

The world has seen great improvements in health.

But there are still large inequalities.

An overview of our research on global health.

Global Health

57 million people die every year.

What do they die from?

How did the causes of death change over time?

Causes of death

The global burden of disease is large.

Per year 2.5 billion healthy life years are lost due to diseases, accidents, and premature deaths

How is the burden of disease distributed and how did it change over time?

Burden of disease

10.1 million people die from cancer every year.

51% are younger than 70 years old.

Cancers are one of the leading causes of death globally. Are we making progress against cancer?

Cancer

An estimated 970 million people have a mental health disorder.

We provide a global overview of the prevalence of depression, anxiety disorders, bipolar disorder, eating disorders, and schizophrenia.

Mental Health

760,000 die from suicide per year.

59% are younger than 50 years old.

Suicide rates can be reduced with greater understanding and support for people at risk.

Suicides

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Energy

Nuclear is a safe and low-carbon source of energy.

Explore global data on nuclear energy production, and the safety of nuclear technologies.

Nuclear Energy

10% of the world do not have access to electricity.

40% do not have access to clean fuels for cooking.

Access to electricity and clean cooking fuels are vital for a good standard of living and good health.

Access to Energy

Global energy production has grown 2.5-fold in the past 50 years.

What energy sources does the world rely on? What is this energy used for? And how does it change over time?

Energy

10% of global primary energy production comes from modern renewable sources.

Solar, wind, hydropower, and other renewable energy sources currently account for a small share of global energy. But they’re growing quickly and can play a key role in tackling climate change.

Renewable Energy

84% of global primary energy comes from fossil fuels.

Deaths per TWh range from 2.8 for gas to 24.6 for coal.

Coal, gas and oil were key to industrialization and rising prosperity, but their large impact on health and the climate mean that we should transition away from these sources of energy.

Fossil Fuels

Waste and Pollution

Around one-in-three children globally suffer from lead poisoning.

Lead pollution is a widespread problem that receives little attention. What is the scale of the problem and how can we tackle it?

Lead Pollution
  • It is estimated that 8 million tonnes enter the world’s oceans each year.

The use of plastics has many benefits – it is affordable, versatile, resistant, and can help reduce other forms of waste – especially food waste. However, when poorly managed it can pollute the environment and our oceans. Where does the plastic in our oceans come from and what can we do to reduce plastic pollution?

Plastic Pollution

Oil spills can have a large negative impact on the environment.

How often do oil spills happen? How did the frequency of oil spills change over time?

Oil Spills

Air and Climate

35 billion tonnes of CO₂ are emitted every year.

Who is emitting greenhouse gases? Which countries and which sectors? And what needs to happen to reduce emissions?

CO₂ and Greenhouse Gas Emissions

Average global temperature has increased by 1.2°C since pre-industrial times

How are increasing greenhouse gas emissions affecting the climate? What are the implications for sea level rise; sea ice area; and other impacts?

Climate Change

6.7 million people die prematurely from air pollution each year.

Our overview on both indoor and outdoor air pollution.

Air Pollution

4.5 million people die prematurely from outdoor air pollution every year.

44% are younger than 70 years old.

Outdoor air pollution is one of the world’s largest health and environmental problems.

Outdoor Air Pollution

2.3 million people die prematurely from indoor air pollution every year.

58% are younger than 70 years old.

Indoor air pollution – caused by the burning of firewood, crop waste, and dung for cooking and heating – is a major health risk of the world’s poorest.

Indoor Air Pollution

Emissions of ozone-depleting gases have fallen by 98%.

But it will take decades for the ozone layer to recover.

Humans were emitting large amounts of gases that depleted the ozone layer. But in the 1980s the world came together to tackle the problem. Emissions have fallen by more than 99%.

Ozone Layer

Water

One-quarter of the world do not have access to safe drinking water

Explore global access to clean water and sanitation.

Clean Water and Sanitation

2.1 billion people do not have access to safe drinking water.

That's 26% of the world population.

Clean and safe water is essential for good health. How did access change over time? Where do people lack access?

Clean Water

3.7 billion people do not have access to safely managed sanitation.

That's 46% of the world population.

Access to safe sanitation is essential for reducing deaths from infectious disease, preventing malnutrition and providing dignity. What is the global situation today and how can we make progress?

Sanitation
  • Globally we use 70% of freshwater withdrawals for agriculture; 19% in industry; and 11% in households.

Freshwater resources across the world are the focus of this entry. How much water do we use? How did it change over time?

Water Use and Stress

Land and Ecosystems

Global trends in biodiversity are mixed, but overall it's in steep decline

Explore the diversity of wildlife across the planet. What are species threatened with? What can we do to prevent biodiversity loss?

Biodiversity

26% of global greenhouse gas emissions come from food production.

50% of the world's habitable land is used for agriculture.

What are the environmental impacts of food production? How do we reduce the impacts of agriculture on the environment?

Environmental Impacts of Food Production

31% of the world’s land area is covered by forest.

How are forests distributed across the world? How much do we lose to deforestation every year?

Forests and Deforestation
  • 50% of the world’s habitable land is used for agriculture

How is humanity using the Earth’s land? And how can we decrease our land use so that more land is left for wildlife?

Land Use
  • Over the last decade the annual number of deaths due to natural disasters was 45,000 globally.

Where and from which disasters do people die? What can we do to prevent deaths from natural disasters?

Natural Disasters

Food and Agriculture

Nutrition

9% of the world population – 660 million people – are undernourished.

22% of children younger than five are ‘stunted’.

What are the consequences of undernourishment and how can we make progress against hunger and undernourishment?

Hunger and Undernourishment

Around 130 million people died in famines during the last 150 years.

This estimate is based on our historical reconstructions.

In many parts of the world famines have been common in the past. What causes famines? How can famines be averted?

Famines

2,861 kcal per day is the global average food supply per person.

There are large inequalities in food supply across countries.

How had the availability of food changed over time? How does food supply vary across the world today?

Food Supply

The average young adult is about 5% taller today than 100 years ago.

Human height gives us an indicator of changes in health and nutrition in the past.

The average height of a population can inform us about the nutrition and living conditions of populations in the past for which we have little other data.

Human Height

An estimated 2 billion people are deficient in essential micronutrients.

Food is not only a source of energy and protein, but also micronutrients – vitamins and minerals – which are essential to good health. Who is most affected by the ‘hidden hunger’ of micronutrient deficiency?

Micronutrient Deficiency

A diverse diet is essential for good nutrition.

There are large inequalities in dietary diversity between countries.

What do people across the world eat?

Diet Compositions

Three billion people cannot afford a healthy diet.

Food prices are important for both consumers and farmers.

Food needs to be affordable for people, and at the same it is a key source of income for one-quarter of the world’s labor force.

Food Prices

13% of adults are obese, globally.

Obesity is responsible for 5 million premature deaths every year.

When did obesity increase? How do rates vary across the world? What is the health impact?

Obesity

2.4 million people die prematurely from alcohol consumption every year.

71% are younger than 70 years old.

Who consumes the most alcohol? How has consumption changed over time? And what are the health impacts?

Alcohol Consumption

Food Production

Most of the world's farmers are smallholders, with less than two hectares of land

How does farm size vary across the world? How much of farmland is held by smallholders?

Farm Size and Productivity

The world produces more than enough food for everyone.

But it's unequally distributed across the world.

How much, and what types of food, do countries produce across the world?

Agricultural Production

26% of global greenhouse gas emissions come from food production.

50% of the world's habitable land is used for agriculture.

What are the environmental impacts of food production? How do we reduce the impacts of agriculture on the environment?

Environmental Impacts of Food Production

Global average cereal yield is 4 tonnes per hectare.

But in many regions yields are much lower.

Increasing crop yields is crucial to improve food security, living standards, and reduce human impacts on the environment.

Crop Yields

72 billion animals are slaughtered every year for meat production.

Meat is an important source of nutrition for people around the world. How quickly is demand growing? And what are the implications for animal welfare and the earth’s environment?

Meat and Dairy Production

Agricultural Inputs

27% of the world’s labor force is employed in agriculture.

Once the majority of human labor was dedicated to food production. When and how did this change? What is the global distribution of agricultural labor today?

Employment in Agriculture
  • 50% of the world’s habitable land is used for agriculture

How is humanity using the Earth’s land? And how can we decrease our land use so that more land is left for wildlife?

Land Use

The world produces more than 200 million tonnes of fertilizer each year.

Fertilizers supply plants with nutrients that are essential for growth. How important are fertilizers? How does their use vary across the world?

Fertilizers

Pesticides are often used to protect crop yields.

There are large differences in its use across the world.

Pesticides are used to protect plants from weeds, fungi, or insects. Where are they used? What is their impact?

Pesticides

Poverty and 168幸运飞行艇开奖记录查询 Development

Public Sector

Government spending has increased significantly, but with large differences across the world.

What do governments spend their financial resources on?

Government Spending

Tax revenues account for more than 80% of total government revenue in about half of the countries in the world.

And for more than 50% in almost every country.

Taxes are the most important source of government revenue. Who is paying how much and how do tax systems differ?

Taxation
  • Annual military spending amounts to 2.2% of global GDP.

How large are countries’ militaries? How much do they spend on their armed forces? Explore global data on military personnel and spending.

Military Personnel and Spending

Healthcare funding is essential for good health.

Healthcare is key to make progress against poor health. How is it financed?

Healthcare Spending

Funding for education is growing across the world, but large gaps still exist.

How is education financed? How much do we spend on it? What are the returns?

Education Spending

Poverty and Prosperity

8% of the world population were living on less than $2.15 per day before the pandemic.

59% were living on less than $10 per day.

How has poverty changed over time? And what can the world do to win the fight against poverty?

Poverty

The world has become much more prosperous, but in some countries incomes remain very low.

All of today’s rich countries were poor in the past – how do poor countries become rich?

Economic Growth

Economic Inequality

Many countries have high levels of income inequality.

How are incomes distributed and how and why did the distribution change over time?

Income Inequality

In most countries the gender pay gap has reduced, but inequalities are still large and common.

What is determining the inequality in incomes, jobs, and wealth between men and women?

Economic inequality by gender

Global inequality has fallen but living conditions are still vastly unequal across the world.

Living conditions around the world are vastly unequal and economic differences are a major reason for this. How is this distribution changing?

Global Economic Inequality

Labor

An estimated 17% of children globally work.

Why and where do children work? How did child labor change over time?

Child Labor

Many people have to work long hours for very low incomes.

How much time do people across the world spend working? How have working hours changed over time, and what do these changes matter for people’s lives? Explore data and research on working hours.

Working Hours

Women’s labor force participation is 47% globally with large differences between countries.

What is determining whether women participate in the labor market? How is it changing?

Women’s employment

Corruption

Corruption is a common problem in many countries and sectors.

How common is corruption? What impact does it have? And what can be done to reduce it?

Corruption

Trade and Migration

Migration has been an important source of economic development and poverty reduction. Explore data on global migration.

Migration

How did international trade and globalization change over time? What is the structure today? And what is its impact?

Trade and Globalization

Many people travel for pleasure, and tourism plays a big role in many economies across the world.

How often do people travel for pleasure? What role does tourism play in economies across the world? Explore global data on tourism.

Tourism

Education and Knowledge

Educational Access and Outcomes

Global education has improved over recent decades, but much more progress is possible.

The overview of our research on global education.

Global Education
  • 14% of the world population are illiterate.

Being able to read and write opens up the world of education and knowledge. When and why did more people become literate? How can progress continue?

Literacy

Many children have very few opportunities in learning before primary education.

Access to education early in life can improve outcomes for the rest of life. How does pre-primary education differ between countries and how did it change over time?

Pre-Primary Education

58 million children of primary school age are not in school.

202 million children of secondary school age are not in school.

How does access to school differ around the world? How does it between boys and girls? And how did it change over time?

Primary and Secondary Education

Schools often do not live up to their promise: in many schools children learn very little.

How do learning outcomes differ between countries? How has the quality of education changed over time?

Quality of Education

Research and development underpin nearly all of the transformative changes the world has seen.

Research and Development

Globally 36% of those within 5 years of secondary education are enrolled in tertiary education.

When did access to universities and tertiary education increase? How does it differ between countries?

Tertiary Education

Inputs to Education

Funding for education is growing across the world, but large gaps still exist.

How is education financed? How much do we spend on it? What are the returns?

Education Spending

Many teachers across the world do not receive sufficient training.

A global overview of teaching professionals. How many teachers are there? At what level do they teach? What are their qualifications?

Teachers and Professors

Media

Book publication has been a key driver of knowledge-sharing and education.

Books have been at the center of science and the arts for centuries. How has the production and sales of books changed over time?

Books
  • 50% of the world population are not online.

More than half of the world is online. But the internet is still young.

Internet

Innovation and Technological Change

Technological Change

AI is already having a large impact on our world. Explore research and data to understand the trajectory of this important technology.

Artificial Intelligence

Explore data and developments in space travel and satellite technologies.

Space Exploration and Satellites

Transport is an important measure of technological progress

Explore trends in transport technologies and emissions across the world.

Transport
  • 50% of the world population are not online.

More than half of the world is online. But the internet is still young.

Internet

Research and development underpin nearly all of the transformative changes the world has seen.

Research and Development

Technological progress has been key a key driver of improved living standards.

Technological change underpins so many of the developments we’ve seen in health, agriculture, energy and global development.

Technological Change

Living Conditions, Community and Wellbeing

Culture

Trust levels can vary a lot between countries and groups of society.

Trust is essential for community, wellbeing, and effective cooperation. How does trust vary between different societies and locations and what matters for levels of trust?

Trust

Housing

One-quarter of the world do not have access to safe drinking water

Explore global access to clean water and sanitation.

Clean Water and Sanitation

10% of the world do not have access to electricity.

40% do not have access to clean fuels for cooking.

Access to electricity and clean cooking fuels are vital for a good standard of living and good health.

Access to Energy

2.1 billion people do not have access to safe drinking water.

That's 26% of the world population.

Clean and safe water is essential for good health. How did access change over time? Where do people lack access?

Clean Water

Homelessness is a problem in countries around the world.

How many are homeless? How did homelessness change over time?

Homelessness

2.3 million people die prematurely from indoor air pollution every year.

58% are younger than 70 years old.

Indoor air pollution – caused by the burning of firewood, crop waste, and dung for cooking and heating – is a major health risk of the world’s poorest.

Indoor Air Pollution

Light at night was once expensive everywhere. While prices have plummeted, many people still do not have access to artificial light.

Light at night was once expensive everywhere. In some places people are still lacking light at night, while in other places light became extremely cheap.

Light at Night

3.7 billion people do not have access to safely managed sanitation.

That's 46% of the world population.

Access to safe sanitation is essential for reducing deaths from infectious disease, preventing malnutrition and providing dignity. What is the global situation today and how can we make progress?

Sanitation

Time Use

Time is the ultimate limited resource

How do people across the world spend their time? How do daily activities differ across countries, and how do these differences matter for people’s lives? Explore data and research on time use.

Time Use

Many people have to work long hours for very low incomes.

How much time do people across the world spend working? How have working hours changed over time, and what do these changes matter for people’s lives? Explore data and research on working hours.

Working Hours

Many people travel for pleasure, and tourism plays a big role in many economies across the world.

How often do people travel for pleasure? What role does tourism play in economies across the world? Explore global data on tourism.

Tourism

Relationships

The institution of marriage is changing quickly

How is the institution of marriage changing? What percentage of marriages end in divorce? Explore global data on marriages and divorces.

Marriages and Divorces

Loneliness is common across the world.

Family and friends are important for our well-being. In this article we explore data on loneliness and social connections, and review available evidence on the link between social connections and well-being.

Loneliness and Social Connections

Happiness and Wellbeing

Life satisfaction and happiness vary widely both within and among countries.

Self-reported life satisfaction differs widely between people and between countries. What explains these differences?

Happiness and Life Satisfaction

Health, education and living standards have increased in recent decades, but more progress is needed.

The HDI is a measure of human development that captures health, education, and income. How does the index vary around the world, and how did it change over time?

Human Development Index (HDI)

Human Rights and Democracy

Human Rights

LGBT+ rights are much more protected than in the past, but are often a lot less protected than those of straight and cisgender people.

How has the protection of LGBT+ rights changed over time? How does it differ across countries? Explore global data on LGBT+ rights.

LGBT+ Rights

Women's rights are much more protected than in the past, but are often a lot less protected than those of men.

How has the protection of women’s rights changed over time? How does it differ across countries? Explore global data on women’s rights.

Women’s Rights

An estimated 17% of children globally work.

Why and where do children work? How did child labor change over time?

Child Labor

Human rights are much more protected, but there are big differences between countries.

How has the protection of human rights changed over time? How does it differ across countries, and between social and demographic groups? Explore global data on human rights.

Human Rights

Democracy and Corruption

  • 71% of the world population do not live in democratic countries.

How has democracy spread across countries? Are we moving towards a more democratic world? Explore global data and research on democracy.

Democracy

Corruption is a common problem in many countries and sectors.

How common is corruption? What impact does it have? And what can be done to reduce it?

Corruption

Violence and War

War and Peace

Fewer countries use, possess, and pursue biological and chemical weapons.

Explore data on biological and chemical weapons.

Biological and Chemical Weapons
  • Over the last decade the annual number of battle-related deaths was 55,000 globally.

Humans are capable of atrocious cruelty – the history of war makes this all too clear. How many died in war? And what are the prospects for making the world more peaceful?

War and Peace
  • Annual military spending amounts to 2.2% of global GDP.

How large are countries’ militaries? How much do they spend on their armed forces? Explore global data on military personnel and spending.

Military Personnel and Spending
  • Over the last decade the annual number of deaths due to terrorism was 22,000 globally.

The attacks of terrorists receive a lot of attention from the media and often dominate the public discourse. How many people die from these attacks and how did it change over time?

Terrorism

The world’s nuclear powers have more than 9,000 nuclear warheads.

The world’s nuclear powers possess around 9,500 nuclear warheads in total. These weapons have the capacity to kill hundreds of millions of people directly, and billions due to subsequent effects on agriculture.

Nuclear Weapons

Violence

Violence against children in various forms has fallen, but still occurs today.

How common is physical and emotional violence against children? How did it change over time?

Violence against children and children’s rights

Globally around 415,000 people die from homicide each year.

Where are people dying from homicides? How did the homicide rate change over time?

Homicides

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