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Data Journalism

Data Journalism Top 10: Herd Immunity Calculator, Post-COVID Offices, Back-to-School Jitters

How many people need to get infected or die of the coronavirus before we reach a herd immunity threshold? Our NodeXL #ddj mapping from August 3 to 9 finds that The Washington Post created a herd immunity calculator to estimate this. Also in the Data Journalism Top 10 this week: BBC’s Visual and Data Journalism team illustrates the future of work environments post-COVID-19, The New York Times shares projections of the potential number of children who may carry the virus back to school in the fall according to county, and Oregon Public Broadcasting discovers a surprising reason for the low incidence of coronavirus transmission in bars and restaurants in the US state of Oregon. 

Data Journalism

Here’s Why Investigative Reporters Need to Know Knowledge Graphs

Across the data science community, knowledge graphs have become a growing phenomenon in recent years, driving many applications including virtual assistants like Siri and Alexa. Friedrich Lindenberg, from the Organized Crime and Corruption Reporting Project, writes about how its data platform Aleph makes use of knowledge graphs to help investigative reporters analyze and cross-reference data.

Data Journalism

Data Journalism Top 10: Climate Migrants, COVID Testing Disparities, Outbreak Epicenters, Brazil’s Military

In the midst of the pandemic, some newsrooms haven’t forgotten about the issue of climate change. Our NodeXL #ddj mapping from July 20 to 26 found ProPublica partnering with The New York Times Magazine to examine climate migration and where climate refugees are moving to. On the COVID-19 front, FiveThirtyEight revealed the disparities in the availability of testing sites between Black and Hispanic neighborhoods and white areas, broadcaster RBB highlighted that the risk of coronavirus was more keenly felt by low-income earners, and the Google News Initiative and Agência Lupa communicated the impact of the coronavirus by visually putting readers at the epicenter of an outbreak.

Data Journalism

Data Journalism Top 10: Measuring Mask Use, Parental Interruptions, Childbirth Woes, India’s Low Death Rate

How widespread is mask use in your country? Our NodeXL #ddj mapping from July 13 to 19 finds The New York Times mapping the odds of people encountering other mask wearers in the United States, two university professors quantifying the number of interruptions a parent suffers on average every hour while working from home, the Committee to Protect Journalists talking to data journalists about the struggles of reporting on COVID-19, and openDemocracy documenting cases of mistreatment of women in labor around the world since the pandemic started.

Data Journalism

Data Journalism Top 10: COVID-19 Racial Inequity, Cash for the Connected, Africa’s Silent Epidemic, Amazon Safety

The coronavirus pandemic has upended the lives of people around the world, but some communities are especially hard hit. Our NodeXL #ddj mapping from July 6 to 12 finds The New York Times analyzing data that reveals Black and Latino people have been disproportionately affected by COVID-19, The Washington Post highlighting that business relief funds for the pandemic have gone to the rich and well-connected, and Bloomberg looking at more than 120 US businesses that say the coronavirus helped force them into bankruptcy.

Data Journalism

Document of the Day: Monitoring Helicopter Movements During DC’s Protests

The investigative team behind a story in The Washington Post that focused on two military helicopters that roared over demonstrators in Washington, DC on June 1 shared the exploratory scripts used to analyze and visualize flight data for the aircraft which monitored protesters in the city that day.

Data Journalism

Data Journalism Top 10: Pace of Global COVID-19 Deaths, Who Can Work from Home, Visualizations for the Colorblind, Skin Tone and Sports

It is hard to comprehend the true impact of COVID-19 around the world. Our NodeXL #ddj mapping from June 29 to July 5 finds Reuters trying to visualize the alarming rate of deaths related to the coronavirus pandemic, Datawrapper examining which employees can actually afford to work from home, and data journalist Carmen Aguilar García writing about using R programming language and automating repetitive data processes in order to keep up with the demand for pandemic news.

Data Journalism

Data Journalism Top 10: How US Infection Spread, Data Hires, Identity Theft, and Lightning Strikes vs. Lottery Wins

Our NodeXL #ddj mapping from June 22 to 28 finds The New York Times analyzing travel patterns and genetic data to show how the disease spread across the United States, and the impact it has had on nursing homes and elderly care facilities. The Washington Post is responding to the increasing importance of visual data communication by expanding its data and graphics team, and the Pulitzer Center is calling for data journalism story proposals.

Data Journalism

Data Journalism Top 10: Black Lives Matter, Racial Wealth Gap, Pandemic Lockdown Violations, Housework Gender Inequality

Once confined to bands of protesters, the Black Lives Matter movement has spread across America. Our NodeXL #ddj mapping from June 15 to 21 finds The New York Times mapping the protests in more than 2,000 US cities and towns over a two week period. On the coronavirus front, The Telegraph analyzed the widening racial wealth gap caused by the pandemic, the Guardian and Liberty Investigates looked into police enforcing lockdown measures disproportionately against Blacks, Asians, and other minorities, while Important Stories and Holod Media examined the fines issued by Russian courts for lockdown violations during the pandemic.

Data Journalism

10 Tips for Visualizing COVID-19 Data

In the latest webinar in the GIJN series on Investigating the Pandemic, an investigative reporter, a health data expert, and a world-renowned visualization professor shared insights on what newsrooms should consider when presenting COVID-19 information visually. An online audience of journalists from 46 countries heard that clear explanation and transparency were critical for all graphic formats.

Data Journalism

Data Journalism Top 10: Black Lives Matter Protests, Police Shootings, Questions on COVID-19 Research Site, Russian Orphans

The death of African American George Floyd in police custody has resulted in a major uproar against structural racism in the United States. Our NodeXL #ddj mapping from June 1 to 7 finds The New York Times examining police use of force in Minneapolis, the city in which Floyd died after being pinned down by a police officer. The Washington Post also dug into data of every fatal shooting in the US by police officers since 2015.

Data Journalism

Data Journalism Top 10: Unequal Pandemic Impact, COVID Contracts, Tainted Water, Data Ethics

Which communities are most economically affected by the coronavirus pandemic? Our NodeXL #ddj mapping from May 25 to 31 finds the Toronto Star looking at the effects of Canada’s lockdown on different communities in the country, ProPublica sharing a tool that lets you explore United States federal government contracts related to the coronavirus, the Financial Times analyzing excess mortality in 19 countries, and the Knight Center for the Journalism in the Americas offering a free online course on ethics in data journalism.

Data Journalism

Data Journalism Top 10: Humanizing COVID Deaths, Coronavirus Searches, Climate Change Songs, Brazil’s Cursing Cabinet

The devastating consequences of the coronavirus pandemic can get lost in the mass of numbers presented. Journalists are working hard to humanize the data. Our NodeXL #ddj mapping from May 18 to 24 finds The New York Times with a moving tribute to lives lost to COVID-19; Schema Design, the Google News Initiative, and Axios visualizing coronavirus-related Google searches; and The Atlantic revealing the US CDC conflated results of two types of coronavirus tests.

Data Journalism

Data Journalism Top 10: Herd Immunity, Coronavirus in Prison, Elder Abuse, Journalism Rock Stars, Layoffs

Throughout the coronavirus pandemic, we’ve seen heated debate on whether to best solve the health crisis through “herd immunity” — the indirect protection that occurs when much of a population becomes immune to infection. Our NodeXL #ddj mapping from May 11 to 17 finds FiveThirtyEight creating a simulation calculator which shows that getting to herd immunity without a vaccine isn’t quite that simple; The Marshall Project tracking COVID-19 cases and deaths in prisons across America; the BBC’s Media Show highlighting data journalists as the media’s latest rock stars; and Istories and MediaZona examining elder abuse in Russia, which experts fear may worsen during the pandemic with so many people staying home.

Data Journalism

Data Journalism Top 10: Coronavirus Super-spreaders, Massive Unemployment, COVID-19 Life Expectancy, Violent Cops

Economies around the world have taken a big hit as countries implement lockdown measures to curb the spread of the coronavirus. Our NodeXL #ddj mapping from May 4 to 10 finds The New York Times looking into businesses that could be potential infection super-spreaders, and the alarmingly high unemployment rate, while German news media NDR and ZDF heute have examined lost life expectancy due to COVID-19 and the importance of intensive care beds. While Reuters published an important analysis into the use of little-known law that is increasingly being used to grant immunity to police who have used excessive force.

Data Journalism

Data Journalism Top 10: Hidden COVID-19 Deaths, Post-Lockdown Traffic, Pandemic Data Overload, Wealth Inequality

What will life be like after the coronavirus lockdown measures are relaxed? Our NodeXL #ddj mapping from April 27 to May 3 finds German news outlets ZDF heute and RBB24 looking into pedestrian traffic in Germany post-quarantine, the Financial Times and The New York Times highlighting the complexities of getting an accurate COVID-19 death toll and the problem of undercounting fatalities, and the Africa Centres for Disease Control and Prevention setting up a dashboard to track statistics related to the coronavirus across the region.

Data Journalism

Data Journalism Top 10: COVID TikTok, Fact-Checking Coronavirus, Trump Narcissism, Pandemic Economy

The popularity of TikTok has surged during the pandemic, and one particular “data investigation” clip has gone viral. Our NodeXL #ddj mapping from April 20 to 26 found TikTok user Rebecca fact-checking a woman’s claim about the COVID-19 quarantine and her grey hair roots, the Coronavirus Fact-Checking Alliance visualizing the thousands of fact checks they have produced during the pandemic, The New York Times analyzing United States President Donald Trump’s messages about the country’s coronavirus response, and FiveThirtyEight examining how concerned Americans are about the coronavirus compared to the economy.

Data Journalism

Data Journalism Top 10: Bill Gates Conspiracies, COVID-19 Excess Mortality, Home Deaths Spike, Test Kits

Misinformation has grown ubiquitous during the COVID-19 pandemic, so much so that World Health Organization Director-General Tedros Adhanom Ghebreyesus proclaimed: “We’re not just fighting an epidemic; we’re fighting an infodemic.” Microsoft co-founder Bill Gates has emerged as a favorite target of disinformation actors, according to The New York Times, that we discovered through our NodeXL #ddj mapping from April 13 to 19. We also found The Economist and ProPublica examining the true impact of the pandemic by looking into “excess mortalities” such as home deaths, the Associated Press releasing and updating a coronavirus public dataset for the United States.

Data Journalism

Data Journalism Top 10: Viral Dataviz, DIY Masks, Breaking the Wave, China and US Response to COVID

From “flattening the curve” to “social distancing,” and now “breaking the wave,” the global data journalism community is using new terminology in its attempts to explain the intricacies of COVID-19 to the masses. Our NodeXL #ddj mapping from April 6 to 12 finds Reuters Graphics explaining their “breaking the wave” chart, The Washington Post helping readers figure out the best material to use to make their own masks, the Financial Times comparing the response of China and the United States in handling the pandemic, and Press Gazette highlighting the huge appetite for data-driven visual journalism about COVID-19.

Data Journalism

Data Journalism Top 10: #StayAtHome by Income, Spanish Flu, African Americans, Flattening the COVID Curve

Data journalists are starting to dig into the impact of the coronavirus and social distancing measures on poorer communities. Our NodeXL #ddj mapping from March 30 to April 5 finds The New York Times and Reuters using smartphone location tracking data to analyze the relationship between income and changes in people’s movements post-lockdowns, National Geographic visualizing how earlier implementation and longer social distancing measures can help slow infections and lower death rates, and ProPublica looking into the disproportionate infections among African Americans.

Data Journalism

Data Journalism Top 10: Social Distancing Interactive, Epidemic Modeling, Germany’s Low Death Rate, and Zuckerburg TikTok Video

The coronavirus pandemic has resulted in the production of various interactives, charts, and simulations by data journalists and citizens around the world. This week’s NodeXL #ddj mapping from March 23 to 29 finds The New York Times explaining the dangers of ending social distancing measures by Easter, Germany’s Der Spiegel and Der Tagesspiegel measuring traffic levels and COVID-19 cases respectively, the Tampa Bay Times monitoring the situation in Florida, Kevin Simler making an interactive simulation to explain how general epidemics unfold, and Mona Chalabi creating a viral TikTok video on Mark Zuckerberg’s donation to advance coronavirus research.

Data Journalism

Data Journalism Top 10: COVID-19’s Spread, Death Rates, and Curve Flattening; The Shape of Dreams; Transphobia Tracking

The attention of the global data journalism community remains very much tuned in to the developing COVID-19 pandemic, which is reflected in our NodeXL #ddj mapping from March 16 to 22. The New York Times mapped the movements of millions of people to trace how the virus spread out from China, The Financial Times tracked how coronavirus case trajectories compare among countries, while Robert Kosara explains the brilliance of a “Flatten the Curve” cartoon.

Data Journalism

Data Journalism Top 10: Social Distancing, Coronavirus Clusters, Flattening the Curve, Trump Cherry-Picks Data

The novel coronavirus is very much dominating the Twitter chatter among the global data journalism community this week. Our NodeXL #ddj mapping from March 9 to 15 finds The Washington Post simulating different social distancing scenarios and their effects on slowing the spread of COVID-19, South China Morning Post highlighting research into a cluster case, Süddeutsche Zeitung charting the exponential growth in countries with high infection rates, and The New York Times spotlighting the jobs which put workers at the greatest risk of contracting the virus.

Data Journalism

Data Journalism Top 10: COVID-19 Data Viz, Brazil President’s Tweets, Beach Erosion, India’s Influencers, London by Bike, Syllabi

What’s the global data journalism community tweeting about this week? Our NodeXL #ddj mapping from March 2 to 8 finds a list of COVID-19 related data visualizations selected by health activist Joel Selanikio, Folha De S. Paulo analyzing Brazilian President Jair Bolsonaro’s tweets, VoxEurop highlighting the potential disappearance of the world’s beaches due to climate change, and Davis Vilums mapping every central London street over four years by cycling.

Data Journalism

Data Journalism Top 10: Royal Instagram Mystery, US Election, The Markup Launches, 100 Years of Mideast Deals

What’s the global data journalism community tweeting about this week? Our NodeXL #ddj mapping from February 24 to March 1 finds The New York Times digging into some curious data from two Instagram accounts of the British royal family, Al Jazeera analyzing Trump’s plan to resolve the Israeli-Palestinian conflict, The Markup launching with an investigation into auto insurance algorithms, and Pew Research Center sharing some American election data snapshots.

Data Journalism

GIJN’s Data Journalism Top 10: Weird Maps, ‘Out of Control’ Airbnb, Augmented Reality Graphics, Russian Doctors, Brazilian Data

What’s the global data journalism community tweeting about this week? Our NodeXL #ddj mapping from February 17 to 23 finds geographer Tim Wallace collecting some amusingly unusual maps, The Guardian analyzing the effect of Airbnb’s prevalence on home ownership in Great Britain, the Data Visualization Society evaluating the successes and shortcomings of its first year, and former Ogilvy & Mather chief creative officer Tham Khai Meng sharing how a Japanese newspaper utilized augmented reality to animate graphics.

Data Journalism

GIJN’s Data Journalism Top 10: Sigma Awards, Campaign Trail Food, Data Cleaning Nightmares, Massive Leaks

What’s the global data journalism community tweeting about this week? Our NodeXL #ddj mapping from February 10 to 16 finds The Guardian US analyzing food expenditure on the Democrats’ campaign trail, The Washington Post’s Steven Rich sharing the pains of cleaning spelling permutations in data, The International Consortium of Investigative Journalists explaining the process of handling the massive #LuandaLeaks records, and the Sigma Awards announcing its shortlist.