Best of the Week — First Winner

Data-driven reporting highlights outsized presence and influence of fossil fuels industry at climate negotiations

Members of the AP Climate team were struck by the large size and flashiness of stands dedicated to oil and gas at last year’s COP27. The AP team wanted to get beyond the anecdotes to truly measure the presence and influence of fossil fuels industries.

Climate data journalist Mary Katherine Wildeman developed a methodology to cross reference, identify and categorize more than 24,000 participants at the summit that focuses on reducing greenhouse gas emissions.

Climate reporter Seth Borenstein, Climate news editor Dana Beltaji and their colleagues found nearly 400 people from fossil fuels industries attended the summit, not always in a transparent way.

The analysis led to other stories from AP’s Climate team, including water reporter Suman Naishadham and video journalist Victor Caivano’s package about Canada’s commitments to climate. In a separate story, Wildeman, Climate editor Doug Glass and Climate news director Peter Prengaman pored over documents to find that despite lots of talk, oil and gas companies are not moving toward a transition to green energy.

Climate video editor Teresa de Miguel and Climate photo editor Alyssa Goodman developed creative visual plans for all three stories to elevate the data and storytelling.

For work that resulted in three exclusive stories ahead of COP28, the team of Wildeman, Borenstein, Naishadham, Caivano, Beltaji, de Miguel and Glass win Best of the Week — First Winner.

Beat of the Week

(Honorable Mention)

Data provides base for telling a deeply human story about Venezuela migrants

AP noticed a trend in the monthly Customs and Border Protection data that no other news outlet did — the plummeting number of Venezuelans entering the U.S. — and then quickly used its international footprint to tell the story of Venezuelans struggling under Mexico’s crackdown.Read more

Beat of the Week

(Honorable Mention)

Expert analysis and 50-state effort put census data in perspective

demonstrated AP’s power to deliver comprehensive, insightful and textured coverage of the single biggest data dump from the 2020 U.S. Census, following through on more than a year covering the most contentious and complicated national headcount in memory.Census reporter Schneider used his many months of beat development to address significant questions on the quality of a count that took place in the midst of a global pandemic, including the possibility that substantial portions of the population were missed by the census. His work captured broader themes of urban growth and rural declines in an increasingly diverse nation. Missouri-based state government reporter Lieb provided expert analysis of the redistricting landscape, updating his exploration of the built-in advantage Republicans had established through gerrymandering.Data journalist Kastanis processed the data to give AP customers and staffers alike an accessible but in-depth analysis. She adroitly guided AP reporters from across the country through the dense web of information released by the U.S. Census Bureau to convey the impact for each of the 50 states. Meanwhile, digital artist Duckett translated multiple data sets into compelling maps and graphics, giving members and clients a way to report and present the numbers in a digestible format.While this team anchored the coverage, many others — photographers, videographers and statehouse reporters — across the U.S. contributed to the tour de force effort, a vivid example of the AP being both nimble and authoritative on a deep and complex subject.https://aplink.news/h20https://aplink.news/1xihttps://aplink.video/uv7

Best of the States

Exclusive data analysis, reporting on child abuse reveal worrying pandemic trend, heartbreaking tale

A true multiformat team of AP journalists produced this Only on AP piece by tracking down data on child abuse from every state to reveal a worrying trend: Reports of abuse are down while signs of severity are up. The team complemented that dogged data work and hard news with the tragic story of one girl who fell through the cracks during the pandemic. 

Acting on information sourced by video journalist Manuel Valdes, Seattle reporter Sally Ho coordinated the 50-state data survey and an ambitious analysis with data journalist Camille Fassett. Ho also read through hundreds of child abuse reports to find the case of 9-year-old Ava Lerario, killed by her father in a small Pennsylvania town. Ho worked with Philadelphia photojournalists Matt Rourke and Matt Slocum, and New York video journalist David Martin, to tell the story of about how the system failed Ava. 

The team’s deeply reported package drew remarkably high reader engagement, and many news outlets localized the work using AP’s data distribution.

For exposing another disturbing inequality stemming from the pandemic, Ho and colleagues Valdes, Fassett, Rourke, Slocum and Martin share this week’s Best of the States award.

Best of the Week — First Winner

AP shows itself best of class in election coverage Super Tuesday

In the runup to Super Tuesday, The Associated Press showed why it’s at the top of the class when it comes to elections coverage.

As Super Tuesday neared, the AP had an issue on its hands: how will it call races that night when it would have no VoteCast poll — but the TV networks had their exit polling, which could have put the AP at a competitive disadvantage? Serena Hawkins, data scientist for AP’s Decision Team, got to work.

In just two weeks, she researched, developed, tested and deployed a new approach to race calling that allowed the AP to declare Donald Trump and Joe Biden winners in several states with a very small return of counted votes.

That new model, used by the AP on Super Tuesday, put AP’s race calls ahead in states where the TV networks didn’t have a poll, and only a few minutes behind in states where they did — and with no errors in its calls.

Meanwhile, the AP, for the first time, was able to deliver its vote count directly to news consumers through a new immersive elections experience on APNews.

The effort was captained by development lead Linda Gorman, with team members Ryan Best, Michelle Minkoff Carlson, Chaithra Chandraiah, Shelly Cheng, Chad Day, Phil Holm, Dan Kempton, Humera Lodhi, Maya Sweedler, Pablo Barria Urenda and Robert Weston. On the night of Super Tuesday, the recirculation rate for these pages was, in a word, stratospheric.

For all these reasons, Serena Hawkins and the Elections Data Visualizations Team are Best of the Week — First Winner.

Best of the Week — First Winner

Cross-format team delivers a comprehensive, data-driven project on Black Americans’ experiences with health disparities

National investigative race writer Kat Stafford had wanted to create a project about lifelong health disparities Black people face for quite some time. Taking inspiration from her reporting about the toll COVID-19 exacted upon Black Americans, she sharpened her idea and embarked on reporting a five-part series.     

Driven by data and the experiences of several families, individuals and communities across five states and life stages, “From Birth to Death” examines five health crises: infant and maternal health, childhood asthma, mental health, high blood pressure, and Alzheimer’s disease.       

Stafford, who is based in Detroit, teamed up with video journalist Noreen Nasir and photojournalist Maye-E Wong, both of New York, for the comprehensive project that captures the health journey of Black people in America over a lifetime. The trio — along with national education writer Annie Ma, data journalist Angeliki Kastanis, illustrator Peter Hamlin, project site creator Linda Gorman, and graphics journalist Kevin Vineys — told the stories in a compelling and human way using an innovative presentation. They centered the project around the often-underrepresented voices and perspectives of Black Americans — and not just the main characters, but also Black medical experts, researchers and historians. The families featured said they feel seen and heard for the first time.   

In addition, an extensive social promotion plan created by Ed Medeles, Elise Ryan and Almaz Abedje enticed readers to delve into the project.

For an innovative series that gives a fuller picture of the health disparities Black people experience in a way that resonates with a broader audience, this team earns Best of the Week — First Winner.   

Beat of the Week

(Honorable Mention)

AP’s extensive data and reporting exposes serious racial disparities in victims’ compensations programs

examined serious flaws in state crime victims’ compensation programs that exposed deep racial disparities across states.Read more.

Beat of the Week

(Honorable Mention)

Data and on-the-ground reporting reveal toll of Somali famine

joined forces to deliver an all-formats package on the unfolding crisis in Somalia, where severe drought is driving hunger-related deaths.Until this Only on AP story, media coverage of the drought in the Horn of Africa consisted largely of aid groups’ dire warnings or isolated stories of grieving families, but little concrete information on how many people have begun to die. Nairobi-based correspondent Anna instead dug into unpublished humanitarian reports and coordinated with dedicated Mogadishu freelancers — correspondent Faruk, photographer Warsameh and video journalist Nor — producing a story that merges exclusive data on the mounting deaths with compelling personal accounts that put a human face on the crisis.Read more

Best of the Week — First Winner

Source work, reporting, exclusive data modeling put AP ahead on omicron immunity

For two years, as COVID-19 ravaged the world, AP health and science reporter Carla Johnson stayed in constant contact with disease modelers who were using careful analysis to predict what the coronavirus would do next.

This time her subject was the omicron wave — millions were infected and millions more had immunity through vaccination and/or past infection. Johnson knew those numbers might answer one of the most vexing questions of the pandemic: How much immunity had Americans developed from omicron?

Johnson leaned on her sources and asked one influential analyst to produce projections for the AP. The result was a key finding that gave the country the earliest and clearest sense yet of how the U.S. is navigating the pandemic: 73% of the country is believed to be protected from omicron.

Her deeply reported but straightforward story, explaining why future waves may be far less disruptive in the U.S., played widely with credit to AP’s exclusive reporting.

For recognizing that the data might hold answers on COVID immunity, and resourceful source work that delivered a unique projection of future infection, Johnson is AP’s Best of the Week — First Winner.

Best of the States

AP marks 600,000-death milestone with distinctive data-driven look at COVID racial inequality

The 600,000th COVID-19 death in the U.S. presented a big challenge: How to bring fresh perspective to yet another milestone, just months after we crossed the 400,000 and 500,000 marks. The trio of medical writer Carla K. Johnson, data journalist Angel Kastanis and reporter Olga Rodriguez met the challenge and then some, delivering a data-driven Only on AP package that showed how the virus has exploited racial inequality as it cut a swath through the country.

Kastanis analyzed demographic data of all 600,000 deaths to show the uneven toll during the various phases of the pandemic, breaking down the disproportionate effect on the Black and Latino communities. Rodriguez reported on a family that led the story, while Johnson served as the lead writer, rounding out the piece with medical analysis, perspective and reporting. Contributions by AP’s top stories team included an engaging interactive map of the U.S. showing the virus advancing geographically to 600,000 souls.

The package resonated with readers and customers on the AP News platform, where it was among the top stories, as well as on social media and on newspaper front pages around the country.

For a shining example of AP collaboration across teams, using sharp data analysis and on-the-ground reporting to reveal the pandemic’s impact on communities of color, the team of Johnson, Kastanis and Rodriguez receives this week’s Best of the States award.

Best of the States

Using voters’ voices and hard data, AP analyzes Black support in Biden’s win

While there is little dispute that Black voters pushed Joe Biden into the presidential winner's column, AP wanted to know: How big of a factor were they?

Race and ethnicity writers Kat Stafford and Aaron Morrison began reporting on what Black voters said they wanted Biden to deliver once in office. Using the voices they collected as the foundation of the story, Stafford and Morrison teamed with data journalist Angeliki Kastanis and polling journalist Hannah Fingerhut, who infused the piece with data and voter survey findings that bolstered the anecdotes with hard numbers. 

Their collaboration put the AP days ahead of other news organizations’ pieces on Black voters’ support of Biden. For resourceful and insightful reporting and analysis on a major factor in the 2020 election, the team of Stafford, Morrison, Kastanis and Fingerhut wins this week’s Best of the States award.

Best of the Week — First Winner

AP data project shows women facing restrictions increasingly seek abortions out of state

Legislative debates over restricting abortion access in the U.S. have been among the most hotly contested and thoroughly covered state government topics of recent years. But what of the women affected by those laws? A distinctive, data-driven investigation by the state government and data teams provided answers: Each year thousands of women travel to get abortions in another state, and the share of non-resident women getting abortions had risen significantly in states where conservative legislatures passed measures restricting the procedure.

To arrive at that conclusion, state government team reporter Christina Cassidy went state-by-state to gather the most recent abortion data, while data team editor Meghan Hoyer oversaw the methodology and analysis. Cassidy also worked sources to find women who had left their home state for an abortion, humanizing the story behind the data. Colleagues Alina Hartounian, Susan Montoya Bryan, Gillian Flaccus and Francois Duckett produced compelling all-formats content for the package.

A unique dataset released before publication allowed AP’s member publications to produce localized graphics and stories. The project checked all the boxes for customer and reader engagement, which was extraordinarily strong.

For putting the AP out front on one of the most contentious issues roiling American politics, Cassidy, Hoyer, Flaccus, Montoya Bryan, Hartounian and Duckett share AP’s Best of the Week award.

Best of the States

AP Analysis: EPA data says US air quality is slipping; EPA regulation could make it worse

Washington science writer Seth Borenstein knew the U.S. Environmental Protection Agency was not going to notify anyone when it posted new data on the nation’s air quality for 2018, but he knew where it would be posted. He also knew that the Trump administration was poised to replace an Obama-era clean-air rule with a new regulation that was friendlier to coal-fired power plants, so he kept checking for the agency’s data.

When the data finally showed up, Borenstein teamed with New York-based Health and Science data journalist Nicky Forster to evaluate the data, put it in context and run it by scientists. Forster even pointed out errors that the EPA was forced to correct.

Their persistence made AP the first to report that the annual number of days of poor air quality in the U.S. had increased for the second year in a row, after decades of improvement. The story ran on the eve of the EPA’s announcement of its loosened regulation, undermining the rationale for the new standards with the government’s own numbers. Trump’s new rule, experts told the AP, could turn what is so far a modest backslide into a deadly trend.

For diligent reporting and sophisticated analysis to hold a federal agency accountable for its data and regulatory policy, Borenstein and Forster earn this week’s Best of the States award.

Best of the States

Only on AP: Local data, deep reporting on declining US lifespans

The nation’s health isn’t improving. In some key measures, it’s getting worse. How is that even possible in an era of genetic medicine and other advances? And how could the AP connect that story to our customers’ own neighborhoods?

AP medical writer Mike Stobbe and data journalist Nicky Forster started with those questions and delivered a winning package on why American life expectancy is getting shorter.

The package ran shortly after the release of the CDC’s annual mortality report which found that U.S. life expectancy had declined again. To find out what was behind the numbers, Stobbe returned to West Virginia, a place he declared the unhealthiest place in America 10 years ago. He connected with people trying to get healthier, witnessed the headwinds of the opioid crisis and explained how difficult it is to improve health en masse.

Forster, meanwhile, assembled an array of data that explained what was happening around the U.S. He matched longevity estimates for more than 65,000 neighborhoods with demographics, and found striking connections to income, race and education. He then built an interactive that allowed readers to see life expectancy in their own neighborhood and wrote a sidebar on the AP’s findings.

For getting beyond the numbers for a richer understanding of why American lifespans are shrinking, and giving AP customers the data to localize their stories, Stobbe and Forster win the week’s Best of the States award.

Beat of the Week

(Honorable Mention)

Flynn’s revised financial filings show ties to controversial data analysis company

for obtaining the first details of the revised financial filings of Michael Flynn, including previously undisclosed ties to a controversial data analysis company. http://bit.ly/2vwzPIv

Beat of the Week

(Honorable Mention)

Boston police make little progress on race gap, AP data analysis shows

for a data analysis that found that non-whites are targeted by the Boston police at rates that far outstrip the percentages these minorities represent in the city's population. http://bit.ly/2pJqcSc

Best of the States

Following Hoboken crash, AP team shows NJ Transit leads country in safety violations

After a New Jersey commuter train crashed into the Hoboken station, killing one woman and injuring more than 100 people, it became clear that there would be no quick answer to what caused the accident. But that didn’t stop East Social Media Editor Michael Sisak from wanting to know more about the deeper issues plaguing New Jersey Transit.

Sisak began diving into federal data and, working with New York-based freelancer Michael Balsamo and Newark reporter David Porter, discovered that the transit agency had paid more in fines for safety violations than any other commuter railroad in the country over the past five years. It also had a significantly higher accident rate than the rest of the nation’s 10 largest commuter railroads.

Best of the States

Shining a light on the origins of Arpaio’s campaign contributions

For years, Sheriff Joe Arpaio has made a name for himself as the tough-talking lawman from metro Phoenix who was unafraid of criticizing federal immigration enforcement, earning accolades not only from fellow conservatives but millions of dollars in donations from around the country.

Arizona law enforcement reporter Jacques Billeaud knew that much of Arpaio's campaign donations came from outside Arizona. That’s what his campaign had said. But exactly how much and from where was a mystery because the donations were catalogued in an unsearchable PDF format.

Best of the Week — First Winner

An accidental shooting kills a child every other day

The tragic stories pop up frequently in local media: a curious toddler gets hold of a gun and accidentally shoots himself or someone else. But how often does that happen? Under what circumstances? And what children are most at risk?

In a new investigative partnership, a team of reporters from the AP and USA TODAY Network spent six months seeking answers to those questions and others about accidental shootings involving minors. What they discovered is horrifying: A child dies every other day of an accidental shooting in the United States. What's more, the federal government significantly undercounts the problem.

Best of the States

AP collaboration exposes unequal lending practices across the country

When editors with Reveal from the Center for Investigative Reporting approached AP with a story on unfair lending practices, data editor Meghan Hoyer and data journalist Angel Kastanis saw an opportunity to use AP’s reach to expand the story and generate real impact.

Starting with 31 million records, representing nearly every mortgage loan application submitted in the U.S. in 2015 and 2016, they found that 50 years after the federal Fair Housing Act, people of color are still denied conventional mortgage loans at rates far higher than their white counterparts. The analysis found a pattern of denials across the country, including in major metropolitan areas.

While Reveal took the lead on the national story, Kastanis and Hoyer took the story deeper. The data distribution they prepared and shared with AP reporters and members showed 61 metro areas where applicants of color were more likely to be denied a conventional home purchase mortgage, even controlling for factors such as income, loan amount and neighborhood.

For taking the story to the next level in a way only AP can, Kastanis and Hoyer receive this week’s $300 Best of the States prize.