Omicron, the new coronavirus variant, has made headlines around the world, amid concerns about the efficacy of current vaccines and whether it portends a setback in efforts to combat the pandemic. Our weekly analysis of the most popular data journalism stories on Twitter highlights a story by Spanish newspaper El País analyzing early data on omicron. In this edition, we also feature an investigation into viral fake news and disinformation in Thailand, a data projection on the growth of African mega-cities, and a story on how an artificial intelligence program can judge your music taste.
In Thailand, news about COVID-19 is some of the most popular content on the internet. But amid the explosion of coronavirus-related material on social media and in traditional outlets, there has been an alarming uptick in disinformation and fake news. An ambitious four-part project by the Bangkok Post digs into the problem and uses data to illustrate how fake news comes in “waves.” The project also discusses the effects of spreading false or misleading information and asks what makes readers click on these headlines.
GONE VIRAL: Covid-19 and “fake news” in Thailand
What does “fake news” mean?
Fake news may be a familiar term but it is also a loaded one. What does it mean exactly? Yellow journalism? Political propaganda? Clickbait?
👉 Read more: https://t.co/zZx9phjslj pic.twitter.com/hT01RdjODE
— Bangkok Post (@BangkokPostNews) November 29, 2021
Tech Funding’s Glass Ceiling
For decades, the tech industry has been dominated by men, resulting in a gender gap both in terms of income and opportunities. The effects of this disparity can be felt in the investment process as female tech entrepreneurs face major challenges when looking to fund their endeavors. The Kontinentalist, an outlet dedicated to telling data stories about Asia, looked at the situation across the region and analyzed data on pitches, investor bias, and who is funding female start-ups.
Read more at our latest story, in collaboration with @SheLovesTechOrg. https://t.co/a9fPyz22hN
— Kontinentalist (@konti_sg) December 2, 2021
Rise of Omicron
Omicron has been described as a kind of “Frankenstein” by one Spanish virologist, as a coronavirus variant with more than 50 mutations, particularly on the spike protein, which the virus uses to attach to human cells. It will take time for scientists to study the variant in depth, but the Spanish daily newspaper El País used some early data to show what the omicron virus looks like and to explain how mutations happen.
Desde su aparición el coronavirus se ha multiplicado trillones de veces, cometiendo errores, de una letra por otra por puro azar https://t.co/nRbEyYXSGS @manuelansede pic.twitter.com/eEzjz4Kq01
— Mariano Zafra (@Mariano_Zafra) December 5, 2021
Changing Patterns in Rainfall and Drought
The weather has become more extreme, causing flash floods, devastating wildfires, and other catastrophes. But the scale of this phenomenon is so enormous many people struggle to comprehend its significance. Numbers help paint a clearer picture. A team of USA TODAY reporters examined 126 years of federal climate data to look for patterns and the reasons behind the changing weather, and then created a tool to look up variation in rainfall and drought based on US zip codes.
Does weather seem more extreme these days? That’s because it is. A team of USA TODAY reporters analyzed 126 years of federal climate data looking for patterns and reasons why this is happening. https://t.co/hxIzzPbLZG
— USA TODAY (@USATODAY) December 1, 2021
Demolishing Historical Landmarks
Every year, at least 150 objects of cultural heritage disappear in Russia. Cities are losing their historical appearance as architectural landmarks and historic buildings are demolished to make space for new buildings. Old towns are suffering the most, according to an investigation by IStories, which looked at data on historical and cultural sites across Russia as well as conservation efforts.
«Разрушаются, пока не начнут сыпаться людям на головы».
О том, как российские города теряют свою историю из-за коррупции чиновников и равнодушия жителей — читайте в материале @istories_media.#ddj
Рус👉 https://t.co/im44cwSc3z pic.twitter.com/Sud15izrtN
— GIJN – Глобальная сеть журналистов-расследователей (@gijnRu) December 1, 2021
If humans want to learn something about fighting a pandemic, they can look to the bees. To prevent parasites from spreading, honeybees avoid each other and segregate behaviors in parts of their hives. The Economist’s graphics team showed the difference between a parasite-free hive and an infected one.
Honeybees attacked by parasites segregate activities into specific regions of their hives to stop the spread https://t.co/2ZHQm66OXd
— The Economist (@TheEconomist) November 28, 2021
Africa’s Growing Cities
A century from now, most of the world’s 20 biggest urban areas will be concentrated in Africa. A third of the global population will also live in Africa. Five of the most populous African cities — Lagos, Khartoum, Kinshasa, Mombasa, and Abidjan — give an insight into how urban development is transforming the entire continent. The Washington Post visualizes the transformation with this expansive, multimedia data-driven project.
Just an unbelievably beautiful and wrenching piece of journalism/ visualization from WaPo on Africa's growing cities. https://t.co/JJlyfgzfnb
— Marshall Burke (@MarshallBBurke) December 1, 2021
New Pandemic Restrictions
A fourth wave of COVID-19 has forced Austria into a new lockdown and prompted many other European countries to tighten restrictions. This, in turn, has had an immediate impact on businesses such as restaurants, stores, leisure hubs, and the airline industry. The Financial Times examined data from Google’s Mobility Report, Oxford University, and other sources to show how reduced consumer spending has created new challenges for countries in the eurozone.
Eurozone consumers are tightening their purse strings as rising Covid-19 infections, a new variant and the return of pandemic restrictions threaten the economic rebound https://t.co/01PjPbPjYo pic.twitter.com/94SF5dHLBp
— Financial Times (@FinancialTimes) December 2, 2021
Machine learning offers huge potential. Algorithms are being used in multiple areas including medical diagnosis, image processing, car manufacturing, and banking. Journalism is no exception. Thanks to artificial intelligence, reporters can now analyze massive datasets to empower their storytelling. A piece by DataJournalism.com highlights some examples of this trend.
How can machine learning help data journalists analyse massive datasets to unearth untold stories? This in-depth piece by @monikajones captures the many uses of #ML in the newsroom, with thorough case studies & resources to get you started: https://t.co/fQ67gd4k6D #datajournalism pic.twitter.com/R6Qk2wT0dD
— DataJournalism.com (@datajournalism) December 1, 2021
Your (Bad?) Music Taste
It’s that time of the year again. You can explore your annual Spotify or Apple Music report and find out what you’ve been listening to the most throughout 2021. Meanwhile, The Pudding has created an AI program to judge your taste in music. Go ahead and try it out. Trust me, you’re going to have some fun.
You've gotten your #SpotifyWrapped, now get it (or your Apple Music) roasted. https://t.co/S3FoQAHmDX pic.twitter.com/uGnoI92VpP
— The Pudding (@puddingviz) December 2, 2021
Thanks again to Marc Smith and Harald Meier of Connected Action for gathering the links and graphing them. The Top Ten #ddj list is curated weekly.
Peter Georgiev is GIJN’s social media and engagement editor. Previously, he was part of NBC News’ investigative unit in New York. He also worked as a correspondent for Bulgarian National Television and his reporting has been published by the Guardian, Deutsche Welle, and other international outlets.