Data Journalism Top 10: Turkey-Syria Earthquake, Russian Censorship, Missing Snow, Energy Saving Tips

As the death toll from last week’s Turkey-Syria earthquake climbed rapidly (now having surpassed 40,000), there was heavy criticism leveled at both governments, accusing officials of mismanagement in the rescue response and for failing to implement adequate mitigation measures before the disaster struck. Data teams across the world have been gripped by the tragedy, analyzing, mapping, and visualizing the extent of the damage.

Our weekly NodeXL and human curation of the most popular data journalism stories on Twitter also features looks into Russia’s digital censorship apparatus, the alarming lack of snow on Swiss ski slopes, missing students who dropped out of US public schools during the pandemic, and a tool to help you save energy.

Mapping the Earthquake’s Destruction

The earthquake on February 7, one of the most powerful recorded in the region, devastated parts of southern Turkey and northwest Syria. A team of New York Times reporters mapped the destruction in the city of Kahramanmaras, which was near the quake’s epicenter and its aftershocks. Using satellite imagery from Planet Labs — a public Earth imaging company based in San Francisco — a team of reporters showed which major buildings and neighborhoods had been destroyed.

Related: Examining the fault zones that make this region of Turkey one of the most seismically active in the world, The New York Times charted earthquake deaths caused by around 70 serious earthquakes there since the 1900s. Also worth checking out: Reuters produced an illustrated explainer on the process and equipment used by search and rescue teams after an earthquake.

This article uses @planet imagery to map the destruction caused by the devastating #earthquake that hit #Turkey and #Syria last week. Since the disaster, Planet’s images of the impacted region have been regularly provided to media and aid organizations. https://t.co/5uP4diKqWA

— Agnieszka Lukaszczyk (@AgnieszkaSpace) February 13, 2023

#RussianCensorFiles

A collaboration between Süddeutsche Zeitung and Russian investigative site IStories offers unprecedented insight into Russia’s digital censorship apparatus. In October 2022, Belarusian hackers attacked an obscure agency within Roskomnadzor — Moscow’s mass media regulator — responsible for policing Russia’s internet, leading to the biggest data leak in the agency’s history. The two outlets scoured 1.5 terabytes of data and, among other revelations, noted that the agency censored some 150,000 anti-war social media posts and plans to deploy a bot farm to amplify Russian state media content.  

1,5 Terabyte, > 2 Millionen interne Dokumente: Die #RussianCensorFiles geben einen einmaligen Einblick in einen modernen digitalen Zensurapparat – samt Stärken und Schwächen. Die Datenjournalismus-Teams @SZ & @istories_media haben es zusammen untersucht. https://t.co/thr4hFNhQk

— Marie Timcke @marielou@techhub.social (@datentaeterin) February 8, 2023

Missing Snow

Swiss broadcaster SRF uses a set of data and graphics, updated daily, to tell the story of the Swiss Alps’ alarming lack of snow this year — including area coverage, temperature trends, and how many slopes are relying on artificial snow. Climate change has contributed to one of the warmest Januarys on record in Europe, which will have far-reaching effects into the summer — such as reduced glacier runoff and water levels — as well as dreadful economic implications for the mountain communities that depend on winter tourism. 

Die Sportferien stehen vielerorts vor der Tür – doch wo bleibt der Schnee? Unsere täglich aktualisierten Grafiken zeigen, wo es in den Schweizer Alpen gerade an Schnee mangelt https://t.co/x0mAOUfbkk #ddj

— SRF Data (@srfdata) February 9, 2023

Missing Public School Kids

During the COVID-19 pandemic, hundreds of thousands of students dropped off the rolls of public schools across the United States. According to an analysis of student registration and census data across 21 states by the Associated Press, Stanford University’s Big Local News project, and Stanford education professor Thomas Dee, some of the decline in numbers could be explained by kids enrolling in private schools, opting for home-schooling, or moving out of state. But that still left some 230,000 students unaccounted for in the data — a worrisome number of kids who may not have resumed their studies elsewhere.

An @AP and Stanford analysis found an estimated 240K students in 21 states whose absences could not be accounted for. They didn’t move out of state, sign up for private school or home-school.

In short, they’re missing. https://t.co/fwHHcDr9mb

— Kat Stafford (@kat__stafford) February 9, 2023

Demographics of European Capitals

Berlin’s daily Tagesspiegel, working with various media partners, researched the age composition of EU capitals and found huge variation and rapid changes in city demographics. London and Copenhagen grow ever younger; Rome has the highest average age. Budapest, Bucharest, and Warsaw have notable gender variations, with a larger number of women across various age groups. Each city’s demographic pyramid also shows how it measures up to the EU average. These charts reflect historical trends, but will also shape future politics.

Einige EU-Hauptstädte werden immer jünger, andere vergreisen. Gemeinsam mit vielen europäischen Kolleg*innen haben wir die Alterszusammensetzung der Hauptstädte recherchiert – und zeigen die demografischen Landschaften Europas. #ddj @tagesspiegel https://t.co/yOmTKwMLyf pic.twitter.com/VmcGHtfuVk

— Hendrik Lehmann (@plateauton) February 6, 2023

State of the Union Address

Following President Joe Biden’s February 7, 2023 State of the Union Address — continuing a constitutional duty and tradition dating back to 1790 — The Washington Post had some data-driven fun with the State of the Union lexicon to note which words appeared for the first time in a “SOTU” speech. This year: drywall, McDonalds, overdraft; in previous years, Biden introduced the phrases Roe v. Wade, LGBTQ, cybersecurity, and insulin. Plus: Try your hand at this quiz to find out which presidents introduced the words pandemic, abortion, or loser — the answers may surprise you.

Which President first said "abortion" in a State of the Union address? How about "losers"? Take our data-driven #SOTU quiz and find out. By @dtkeating, @hannahdormido and @nckmourt: https://t.co/y7gIAgdPxS

— Meghan Hoyer (@MeghanHoyer) February 7, 2023

Tracing an Ancient Monastery’s History

Last month, the Ukrainian state finally regained control of parts of the ancient monastery Kyiv-Pechersk Lavra, also known as the Kyiv Monastery of the Caves, from the Russian Orthodox Church. Data journalism agency Texty dug into archives and historical records to trace the roots of the UNESCO World Heritage site from 1988 to current day. Journalists detailed how the ownership of the monastery had been previously transferred from state control to the church by a then pro-Russian Ukrainian government.

Як Московський патріархат захоплював Києво-Печерську лавру, від Радянського Союзу до Януковича. І у XX, й у XXI століттях Лавра неодноразово мала шанси стати осердям українського релігійного життя. Але …
Стаття + візуальна розповідь!https://t.co/XTFNLhmTdz pic.twitter.com/wCkytvX80A

— TEXTY.Org.Ua (@TextyOrgUa) February 13, 2023

Examining Cause of Flooding

The Chitty Village in Malacca, a coastal state in southwestern Malaysia, is known for being a flood-prone area. In this interactive project, online news portal Malaysiakini utilized interviews and satellite imagery to help pinpoint the factors contributing to the heritage village’s risk of flash floods. It found one major reason: land reclamation projects along the coast were disrupting or narrowing major monsoon drains, resulting in a reduction in water discharge.

Today the @KiniNewsLab published an interactive article on the floods in Malacca and how the culprit is likely sea reclamation. The reclamation was done on monsoon drain outlets to the sea, so the water drains slower causing multiple flash floods in town.https://t.co/A41LqXm4Jz

— Aidila Razak (@aidilarazak) February 7, 2023

Canada’s Environmental Lobbying Battle

In Canada, environmental lobbyists are lagging behind their oil and gas counterparts. By analyzing data from the federal registry of lobbyists, Canada’s National Observer and the Investigative Journalism Foundation found that environmental groups had logged 961 meetings with the government in 2022, trailing far behind oil and gas lobbyists who met with government officials 1,372 times (40% more). Journalists also examined which ministries were approached by both camps and found significant inequities, with the environmental groups having less access to the most influential ministries.

How influential is Canada's oil and gas industry? For one, they have a lot more access to politicians thanks to their army of lobbyists, which environmental groups just can't match.@XavierRicherVis breaks down the numbers:https://t.co/l3hbJhUMGr pic.twitter.com/LRn7xxn0XE

— Roberto Rocha (@robroc) February 7, 2023

Tips for Energy Saving

Good news for work-from-home converts: working remotely three days a week saves more on energy bills than switching to an electric car. El Pais, working with the Technological Research Institute at Comillas Pontifical University in Madrid, designed a tool that estimates how much energy — and money — can be saved per household for various energy-saving measures, such as covering cooking pots on the stove or using colder water for laundry loads. According to this tool, households can save up to €344 (US$ 368) per year by switching off the heating at night — 16 times more than switching to LED lightbulbs. 

Trabajazo de @clementealvarez sobre el ahorro de energía. https://t.co/Ima07nfppJ

— Julio Núñez M. (@jnunez_mo) February 12, 2023

Valentine’s Bonus: Does Love Last on Reality Shows?

If you’re a fan of dating reality shows, you’ve probably heard of, or seen, The Bachelor, Love Island, or Too Hot to Handle. Plenty of relationships are formed during these shows, but how long do they actually last? Flourish’s social media specialist Annie Parker analyzed the numbers across nine seasons of Love Island and reported that just under 10% of contestants found long-lasting love. Also of note: Elliot Bentley, senior data visualization developer at Datawrapper, visualized wait times for UK partner visa applications, offering a sliver of hope for couples waiting on visa decisions from the UK Home Office.

Love Island is back

And since our social media specialist Annie is a bit of a fan, we’ve taken a look at some of the data behind the reality TV show to see what we can learn.

Click here to read the blog and interact with the charts: https://t.co/seFG0fK0Aw pic.twitter.com/5NQYl7ZwCT

— Flourish (@f_l_o_u_r_i_s_h) February 3, 2023

Thanks again to Marc Smith and Harald Meier of Connected Action for gathering the links and graphing them. GIJN’s Data Journalism Top 10 list is curated weekly.

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Eunice Au is GIJN’s global team manager. Previously, she was a Malaysia correspondent for Singapore’s The Straits Times, and a journalist at Malaysia’s New Straits Times. She has also written for The Sun, Malaysian Today, and Madam Chair.

 

Alexa van Sickle is an associate editor at GIJN. She was previously a senior editor for the foreign correspondence magazine Roads and Kingdoms. She has also been an editor at the International Institute for Strategic Studies and a publisher at an international law non-profit in London. She lives in Vienna, Austria.

For a look at NodeXL’s mapping on #ddj and data journalism on Twitter, check out this map.

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