Africa’s small farm sizes have led to low crop yields compared to other regions. This, coupled with increasing global demand for agricultural commodities, has posed economic risks for emerging...

By the end of 2022, the number of refugees globally stood at 35.3 million, an increase of more than eight million from the year before, according to the United Nations High Commissioner for...

In 2022, regular Russian shelling has repeatedly caused blackouts in Ukrainian cities.The last three months of the year were the darkest ones for Ukrainians. We visualized the average number of...

Modern slavery is the severe exploitation of other people for personal or commercial gain. Modern slavery is all around us but often just out of sight. People can become entrapped making our...

Since the beginning of the large-scale invasion of Russia on February 24 and the related hostilities in Ukraine, almost 121 thousand residential buildings, in which about a million families lived,...

After the North African/European refugee situation had been in the news for several years, it slowly disappeared from the media. In early 2020, I wanted to raise awareness that even though we might...

农民工是中国改革开放历程中的一个重要群体，在中国经济社会占有重要地位。然而，农民工的薪酬被拖欠已经成为一个历时已久的社会问题。我们从《农民工监测报告》、人民网政务留言板、北大法宝中获取了与农民工讨薪问题相关的数据，并广泛搜集社会新闻、司法案例，运用可视化技术制作图表呈现数据，结合文字叙述，分别揭示了：（1）农民工庞大的群体和生存的困境。（2）农民工的声音谁来听？农民工的需求向谁反映？（3）我...

A data-driven analysis shows how India’s public, COVID-19 patients, and hospitals inundated Twitter with desperate pleas for help. Pleas for oxygen, hospital beds, ventilators, access to...

This visual displays data on violent events around the world that occurred on Christmas 2022. It's an ironic peice as we used images that unconsciously trigger joy in order raise awareness on the...

In this project, I want to examine people’s awarness or reaction related to Black lives Matter topic and to look closer into the victims in 2020. Moreover, to analyze how incidents influence...

In Jordan 13.4% of all marriages involve a girl under the age of 18. DATA4CHANGE worked with Arab Women Organization to create an interactive data-led offline experience that can be shared with...

Guardian Australia’s Deaths inside investigation revealed serious systemic failings in Australia's justice system, and prompted widespread calls for action from all sides of politics. Our...

A data visualization on the magnitude, frequency and spatial distribution of violence against civilians and internal displacement in Burkina Faso at a time when both indicators are on a rising...

Article 19’s Expression Agenda metric reveals the state of freedom of expression internationally. The metric examines 350 aspects of democracy in 172 countries to provide an analysis that captures...

In the end of 2022 people in Iran started to protest against the Islamist regime. Data shows how protests have sprung up around the country and where the government has unleashed the most brutality...

Visualisation of Russian traffic deaths.

This work demonstrates the distribution of wealth in the United States. A county-level household income dataset is used for the visualization. One county is represented as a circle, grouped by...

Poverty & Conflict In the 10 poorest countries of Africa The Project started as an independent initiative to visualize information to convey a specific narrative for the D'source SDG...

Homelessness is not acceptable. Not in 2018, and not in one of the richest countries in the world: the UK. To raise public awareness of the issue and inspire people to engage with the solution,...

The rights to privacy, free expression, and assembly are being eroded as states work to undermine the foundations of the free and open internet. This is brutally apparent in Iran where numerous...

When you readily have access to a resource as foundational as food, it is easy to overlook the regions that do not have the same luxury. This visualization highlights the progress society has made...

Nowadays, most Europeans take clean drinking water for granted. Yet, in the pan-European region alone, about 19 million people still do not have access to improved water sources and 67 million...

This visualization is Nobel Laureates from 1901 to 2019 with a focus on age, collaboration, demographics, and the lack of representation of women in prize distributions. All work was completed in...

A hybrid visualization combining a line chart and moon charts to illustrate the black population and the share of black people living in freedom in the United States from 1790 to 1870. The main...

Comprehensive review of over 1,100 killings by police in 2017.

360Giving has launched a visualization challenge to answer questions to help funders to maximize their impact on the charitable causes they support. Such questions intend to give a better...

Many people think of forced displacement as a before-and-after situation: that displaced families move into an IDP camp that, despite their many challenges, are relatively stable. The reality is...

In February we released a project Our World in Data had been working on: SDG-Tracker.org, the first (and only, to date) resource where you can track our progress towards the United Nations...

In Iran, at least 28 prisoners held on politically motivated charges have died in state custody due to beatings, denial of medical care or gross negligence on the part of state authorities since...

No other shooting in recent years comes close to the carnage of Las Vegas.