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Announcing the 2021 IRE Award winners

Investigations that revealed the story of Florida employees poisoned while trying to earn a paycheck, uncovered the deaths of those working in scorching heat across the country and scrutinized the role of race and inequality in society are among the recipients of the 2021 Investigative Reporters and Editors Awards.

“The winners of the 2021 IRE Awards not only represent the best of the best in investigative journalism, but they serve as a true reflection of why our work is so critical right now,” said Zaneta Lowe, chair of the IRE Awards contest committee. “We saw powerful storytelling, projects with immediate impact and pieces that served as a true public service to their communities. This year's winners also included student work that made me proud to see where our industry is headed. Congratulations to the winners and finalists!”

This year’s winners were selected from more than 500 entries. The awards, given since 1979, recognize the most outstanding watchdog journalism of the year. The contest covers 17 categories across media platforms and a range of market sizes.

Note: You must be logged in with your IRE membership to access stories through the resource center

2021 IRE Award Winners:

Print/Online (written word) Division I:

The Secret IRS Files,” ProPublica, Jesse Eisinger, Jeff Ernsthausen, Paul Kiel, Justin Elliott, James Bandler, Patricia Callahan, Robert Faturechi, Ellis Simani, Doris Burke, Agnes Chang and Lucas Waldron   

Judges’ comments: This investigation made a once-in-a-lifetime leak of tax returns accessible through meticulous reporting and plain language and graphics. The reporters exposed the creative ways the world’s richest people amass unparalleled wealth while paying virtually no taxes. The historic effort revealed gross absurdities and inequities of the tax system, prompting a global conversation about possible reforms.

Finalists:

- “Airstrikes Gone Wrong,” The New York Times, The Staff of The New York Times

- “Hidden Interests,” The Wall Street Journal

Print/Online (written word) Division II (MEDAL WINNER):

Poisoned,” Tampa Bay Times with the support of PBS Frontline, Corey G. Johnson, Rebecca Woolington, Eli Murray

Judges’ comments: 

“Poisoned” was an extraordinary and incredibly focused investigation.The data was difficult to acquire and piece together, making this investigation a step above the rest. On top of the stunning journalism, the lengths that these reporters took to get the certifications was remarkable and made it rise to the level of an IRE Medal. The judges were left speechless. Outstanding!

Finalists:

- “After Hours: Fostering Chaos,” KING5 Seattle

- "Unsettled: Cashing in on Accident Victims,” Minneapolis Star Tribune

- "State On Fire," The California Newsroom

Print/Online (written word) Division III:

Wires and Fires,” Milwaukee Journal Sentinel/USA Today Network, Raquel Rutledge, John Diedrich, Daphne Chen

Judges’ comments: This project exposed a scourge in the poorest areas of Milwaukee: No one was investigating who was to blame for deadly fires that were caused by hazardous wiring. The project explored how powerful business interests, particularly landlords and developers, had weakened laws that would have better protected tenants from dying in fires at rental properties. The compelling visuals also showed exactly how to detect signs of hazardous wiring. The judges were particularly impressed with a consultant commissioned by the Journal Sentinel to spot-check the safety of rental properties in fire-prone areas – something the city itself had never done.

Finalists:

- "A labor camp, a Super 8 and a long bus ride home,” Milwaukee Journal Sentinel 

- “Windsor mayor investigation,” San Francisco Chronicle

Print/Online (written word) Division IV:

Death Sentence,” The Indianapolis Star, Tim Evans, Ryan Martin, Robert Scheer and Ko Lyn Cheang

Judges’ comments: The Star’s work in “Death Sentence” shines a glaring light on what’s happening behind bars in Indiana’s jails. The fact that the team took on the task of counting deaths and piecing together an entire system, which hadn’t been done before, allows the work to stand out. The investigation also goes beyond accountability by examining solutions and offering information to the public, allowing people to find out what’s happening in jails in their communities. From the innocent people harmed and the impact on their families, to the perspective from law enforcement willing to go on record..the Indy Star weaved together personal stories and data, which made people care, and that was powerful.

Finalist:

- "Uncovered," The Post and Courier

- “Secrets of the Death Chamber,” The State

Video Division I:

The Island of Secrets,” Al Jazeera Media Network, Al Jazeera I Unit

Judges’ comments: This was compelling visual storytelling by Al Jazeera that merged satellite imagery and shipping data to tell a more complete story about how the Indian government has been transforming a remote Mauritian island. The investigative team focused on data to definitively answer lingering questions about what was happening to the island. Journalists also overcame technical challenges to access information from the island. That included obtaining pictures and videos that more clearly showed the island’s infrastructure transformation over time. Al Jazeera also elevated the voices of island residents to shed light on the potential human ramifications.

Finalist:

- “Broken Medical Boards,” CBS Mornings

Video Division II:

The GAP: Failure to Treat, Failure to Protect,” KARE11, Brandon Stahl, A.J. Lagoe, Steve Eckert, Gary Knox, Ron Stover

Judges’ comments: This project revealed a stunning exception in the adjudication process that allowed profoundly mentally ill individuals who were charged with crimes to be released without appropriate care and supervision. In more than a hundred cases the state couldn’t track, these individuals would be charged with other crimes — including murder.  

Finalists:

- "Politically Charged," ABC15 Arizona

- “Aundrea's Final Ride: A Culture In Question," KMGH Denver7

Video Division III:

Failure Factory,” Fox45 News, Baltimore, Carolyn Peirce, Chris Papst, Jed Gamber, Dwayne Myers, Ray Rogowski

Judges’ comments: Working off a tip from a stunned parent, Project Baltimore was able to shed light on how Baltimore City Public Schools failed to educate students while mismanaging funds. Between confirming "ghost students" and going beyond the publicly available data many stated was flawed, they were able to penetrate a system and develop relationships with sources to prove what had been happening - unnoticed - inside Augusta Fells Savage High School for years. When Fox45 initially broke the story in March 2021, City Schools tried to downplay the significance of the findings. However, after an internal investigation, they too confirmed Fox45's reporting. The Maryland State Department of Education even announced City Schools may have to pay back money that it received in 2019 to educate students who were not in school at Augusta Fells.

Finalists:

- “Utah's Parole Supervision Failure,” KUTV 2 News Salt Lake City

- “Attention to the Details,” WVUE-New Orleans

Video Division IV:

The Death of Jamal Sutherland,” WCSC Charleston, Raphael James, Lisa Weismann, Nick Reagan, Katie Kamin, Thomas Gruel, Jennifer Dale, Carter Coyle, Jared Kofsky, Katilin Stansell, Rob Way, Live 5 News Staff

Judges’ comments: The story of Jamal Sutherland was compelling and emotional. The level of detail that Live 5  took to tell this story was incredible, talk about punching above your weight! Dogged reporting at its best – the importance of this story was demonstrated in the number of resources and amount of time the team dedicated to the project.

Finalist:

- “Breakdown: The Frontline Response to the Mental Health Crisis,” KSLA - Shreveport

- "Dangerous Pursuits," KARK - Little Rock

Audio Large (TIE):

Mississippi Goddam: The Ballad of Billey Joe,” Reveal from The Center for Investigative Reporting and PRX, Al Letson, Jonathan Jones, Kevin Sullivan, Michael I Schiller, Steven Rascón, Amy Mostafa, Sarah Mirk, Rosemarie Ho, Nikki Frick, Ko Bragg, Michael Montgomery, Laurel Hennen Vigil, Melissa Lewis, Jim Briggs, Fernando Arruda, Claire Mullen, Najib Aminy, Kathryn Styer Martinez

Judges’ comments: Through its compelling storytelling, interviews and years-long reporting, Reveal raises serious questions and ultimately casts doubt on the death investigation of Billey Joe Johnson. The team managed to obtain records in a state notorious for keeping them secret, which was just the start of what their investigation unraveled. Hearing the medical examiner admit, on record, that the case could now be viewed through a different lens was major. Ultimately though, while the focus of “Mississippi Goddam” may have been Johnson’s case, the team manages to tell a much bigger story about systemic racism in America. From beginning to end, the episodes reflects upon ugly truths of the past that continue to impact the present, revealing how race continues to play a role in the criminal justice system in our country.

- “Hot Days: Heat’s Mounting Death Toll On Workers In The U.S.” NPR, The California Newsroom, The Texas Newsroom, Columbia Journalism Investigations and Public Health Watch, Cheryl W. Thompson and Robert Benincasa (NPR); Jacob Margolis and Adriene Hill (The California Newsroom); Stella M. Chavez, Sara Willa Ernst, Dominic Walsh and Fernanda Camarena (The Texas Newsroom); Julia Shipley, David Nickerson, Brian Edwards, Cascade Tuholske and Kristen Lombardi (Columbia Journalism Investigations); Kim Krisberg and Jim Morris (Public Health Watch)

Judges’ comments: Outstanding collaboration and compilation of stories uncovering the dangers workers face outside in the heat from just doing their job. The team does a superb job of explaining the multiple levels of failures. From OSHA and its soft penalties and lack of inspection, to the companies that hire these men and women, and ultimately the federal government which could set the standard with a law. In fact, establishing that there’s no regulatory standard for heat in the workplace was revelatory! Furthermore, with a warming planet and climate change, this is an issue workers will continue to face, which makes such an investigation even more critical.

Finalist:

- “There Is Anger. He Should Be Alive,” KQED

Audio Small:

Dig: The Model City,” Kentucky Center for Investigative Reporting and Newsy, Eleanor Klibanoff Carrie Cochran, Karen Rodriguez, Maia Rosenfeld, Maren Machles, Kate Howard, Laura Ellis, Ellen Weiss, Rosie Cima, Mark Fahey, Zach Cusson, Mai Nolasco-Carranza, J. Tyler Franklin, Chelsae Ketchum

Judges’ comments: “The Model City” placed listeners at the center of how the city of Louisville failed to reform its police department despite participation in a key federal program. Relying on records and extensive interviews with local officials and residents, KyCIR transported listeners to multiple environments to better understand how far the city’s public commitment had unraveled. The focus on community voices also captured a collective grief that highlighted how much is at stake with future policy actions.  

Finalist:

- “Behind The Blue Wall: Officers Describe A ‘Toxic’ Culture Within Metro Police,” WPLN News/Nashville Public Radio

Student Large (MEDAL WINNER):

Printing Hate,” The University of Maryland - Howard Center for Investigative Journalism

Judges’ comments: As the mainstream media reckons with its racist past, this collaborative project went well-beyond any of those efforts to show the complicity of newspapers in race-based violence by creating a permanent archive of the very hate-filled pages. In an interactive database and presentation and through more than a dozen stories of the lives lost, this effort ensures that this history is not tucked away in an archive and forgotten. The judges quickly realized this project was IRE Medal-worthy.

Finalists:

- “Little Victims Everywhere,” Howard Center for Investigative Journalism - Walter Cronkite School of Journalism and Mass Communication        

- “Unmasking America,” News21

Student Small:

The COVID-19 Money Trail,” The Daily Targum, Hayley Slusser, Madison McGay, Chloe Tai

Judges’ comments: Student work at its finest… landing an investigation that reveals wrongdoing, prompts public scrutiny, leads to reforms, and has meaningful impact. This caliber of work is among what you’d see in a professional paper. Impressive.

Finalists:

- “Alumni allege history of inappropriate conduct with female students by Princeton professor Joshua Katz,” The Daily Princetonian      

- “Real estate agents in school board land deal are accused of ‘working both sides,’ increasing cost to Alachua County taxpayers,” Fresh Take Florida

IRE Award for Sports Investigations:

National Women's Soccer League,” The Washington Post, Molly Hensley-Clancy

Judges’ comments: A comprehensive look at a system of abuse inside the world of American women’s soccer at a time when the sport is growing in popularity. The Washington Post’s Molly Hensley-Clancy revealed allegations of verbal and emotional abuse within the National Women’s Soccer League and the inaction of its governing body. Through interviews with current and former players, Hensley-Clancy offered readers a glimpse at a culture of silence and questionable labor practices.

Finalist:

- “The Inside Story of How the NFL Got Its 17th game,” ESPN

- “Courtney's Story,” Defector

Investigations Triggered by Breaking News (TIE)

- “What Parler Saw During the Attack on the Capitol,” ProPublica 

Judges’ comments: A massive undertaking of data collection that uniquely captured the Jan. 6 insurrection from a wide range of vantage points. ProPublica’s exhaustive review of riot-related videos resulted in a unique interactive that provided the public with an early archive of history — work that would later be cited in criminal affidavits and Donald Trump’s impeachment hearing.

-”Unprepared: Texas Winter Storm 2021,” The Texas Tribune and ProPublica, Jolie McCullough, Duncan Agnew, Erin Douglas, Kate McGee, Jeremy Schwartz, Kiah Collier, Vianna Davila

Judges’ comments: The team’s coverage of a large winter storm was not just hard-hitting accountability journalism, it was public service at its best. A team of journalists worked under difficult personal conditions to provide Texas residents with basic information about their health and safety while also combating misinformation from public officials about the cause of the resulting power outages.

Finalists:

- “No Escape Plan,” Houston Chronicle

FOI Award:

The Hidden Tab," Spotlight PA & The Caucus, Angela Couloumbis, Sam Janesch, Brad Bumsted, Mike Wereschagin and Sarah Anne Hughes

Judges’ comments: “Hidden Tab” demonstrated the true cost of government! Spotlight PA and The Caucus executed a multi-layered FOIA strategy to develop something that hadn’t been done before, and ultimately revealed the myriad of ways in which state legislators spend millions of tax dollars in questionable ways. Furthermore, they highlighted a dynamic that people don’t often think about in the per diem. The team’s work included bi-partisan reaction and a powerful solutions aspect in the form of what the legislature could do to be more transparent in the future, which could also lead to change. The team’s exhaustive process and method in which they leveraged FOIA fundamentally “opened government” and that’s a true example of what this type of reporting should look like.

Finalists:

- “Board lessens punishment in Title IX inquiry,” Madison County Record

- “Battling police secrecy in Alabama,” AL.com

Tom Renner Award:

The Secretive Prisons That Keep Migrants Out of Europe,” The Outlaw Ocean Project and The New Yorker magazine, Ian Urbina

Judges’ comments: This project showed how European nations attempt to curb immigration from Africa in dozens of languages and multiple formats, ensuring it was widely accessible not only to those who participate in the system but those who are subject to it, serving as a warning. The team took great personal risk in this investigation, as they were literally kidnapped. 

Finalists

- “Beatings, bigotry and cover-ups at the Louisiana State Police,” Associated Press

- "Pandora Papers," International Consortium of Investigative Journalists, The Washington Post, Miami Herald and nearly 150 other media partners around the world

Book:

Code of Silence - Sexual Misconduct by Federal Judges, the Secret System that Protects Them, and the Women who Blew the Whistle,” Lise Olsen

Judges' comments: With few public records and reluctant sources, the judges were impressed with how much Olsen was able to publish on previously undisclosed judicial sexual misconduct at the federal level. Her detailed writing educates the reader on just how hard it is for survivors to speak up about workplace sexual harassment and assault, particularly when the perpetrator enforces justice. 

FINALIST

Driving While Brown: Sheriff Joe Arpaio Versus the Latino Resistance,” Terry Greene Sterling and Jude Joffe-Block

_____________________________________________________________________

Contest entries are screened and judged by IRE members who are working journalists. Work that includes a significant role by any member of the IRE Contest Committee or the IRE Board may not be entered in the contest. Work in which board members did not play a significant editorial role can be entered. First-round screeners may not review categories in which their news organization could compete.

Serving on the Contest Committee represents a significant sacrifice on the part of the individual contest judge — and often an entire newsroom — that may have done outstanding investigative work.

This year’s contest judges:

To ensure fairness and transparency, some judges were not present during deliberations in specific categories due to potential conflicts of interest. They are:

IRE, founded in 1975, is a nonprofit professional organization dedicated to training and supporting journalists who pursue investigative stories. IRE also operates the National Institute for Computer-Assisted Reporting (NICAR), a joint program with the Missouri School of Journalism.

For questions or concerns about the IRE Awards please contact Lauren Grandestaff, lauren@ire.org, 573-882-6668.

Investigative Reporters and Editors is pleased to announce that Gina Chua will deliver the keynote address at the 2022 IRE Conference in Denver, June 23-26. 

The incoming executive editor for a media startup founded by Justin and Ben Smith will address conference attendees in Denver on Saturday, June 25 at the awards luncheon. The keynote address and awards ceremony will be livestreamed and recorded.

“On behalf of the IRE board of directors, we are thrilled to welcome a journalist of Ms. Chua’s stature to give our conference keynote address,” IRE board president Mark Walker said. “Her dedication to journalism and the organization made the board’s decision an easy one.” 

Chua is a longtime newsroom manager with a career spanning three decades and five countries. Most recently at Reuters, Chua was executive editor, responsible for editorial operations. Before she transitioned, Chua — then Reg — held a number of other roles in the newsroom, including overseeing the graphics department and helping set up the data journalism team.  She was previously editor-in-chief of the South China Morning Post in Hong Kong and spent 16 years at The Wall Street Journal in Manila, Hanoi, Hong Kong and New York. 

“Gina has been a steadfast supporter of IRE and investigative journalism for years, and her reputation for mentoring and training journalists precedes her,” said Cindy Galli, board member and conference committee chairwoman. “She’s a trailblazer in so many areas, and we’re thrilled to welcome her in Denver this June to address our members.”

Chua created and found funding for a fellowship to bring Asian journalists to New York University for a masters’ degree in business and economic reporting.  She speaks regularly on changes in the industry and ways to rethink and restructure journalism and newsroom processes; some of her writings are at Structure of News.  She transitioned in late 2020, making her one of the most senior transgender journalists in the industry.  

Applications are now open to participate in the IRE Conference mentorship program, either as a mentor or as a mentee.

FOR IN-PERSON ATTENDEES: If you’ll be joining us in Denver, you can sign up by filling out this form. IRE will match mentors with mentees and arrange for them to meet at a breakfast during the conference. The IRE22 mentorship breakfast will be held from 7:45 - 8:45 a.m. on Friday, June 24, at the conference hotel.

Space is limited in this popular program, and the deadline to apply is midnight CT on Sunday, May 22. If the slots are filled before then, your application will be added to a waitlist.

Please also note that you must register for the in-person conference by May 23 in order to participate.

FOR VIRTUAL ATTENDEES: If you can’t make it to Denver this year but still want to find a mentor, please check out the IRE page at JournalismMentors.com, where you can set up a time to meet virtually with an IRE member mentor.

Tom Torok, 73, a lifelong journalist and a respected mentor to many long-time members of Investigative Reporters & Editors, died March 6, 2022, at Virtua/Our Lady of Lourdes Hospital in Camden, New Jersey, after a short illness. 

    A retired New York Times projects editor, Torok created and managed the paper’s data journalism team, which helped the paper win eight Pulitzer Prizes during his 13-year tenure.

    Earlier, he was a columnist and reporter for 18 years at The Philadelphia Inquirer, where he was part of four teams that were Pulitzer-Prize finalists, three for the Public Service award, the Pulitzer’s highest honor.

    He also served in various capacities at five other daily newspapers.

    A pioneer in making databases available for Web-based searching by anyone in the newsroom, Torok for years was one of the most sought-out panelists at NICAR’s annual conferences. He worked with IRE member Derek Willis to open source a program he called “shboom” that, through a series of pulldowns and clicks, could make a database web-searchable quickly.

    “It's very difficult to overstate how much of an impression this made on us when we first saw it in action,” Willis tweeted after learning of Torok’s death.

   Torok later pioneered applications to turn free text into searchable data.

   He was an adjunct professor at the Columbia University Graduate School of Journalism for nine years and at Rowan University for three years. Most recently, he was an associate professor at American University of Central Asia in Bishkek, Kyrgyzstan, where he taught investigative reporting.

   He lectured at a number of US universities and colleges and to thousands of students and journalists in Eastern Europe and Siberia. He traveled and met with journalists regularly in Kyiv, and was a member of the supervisory board at the Center for Investigative Reporting in Mykolaiv, Ukraine. In the weeks before his death, he spent time trying to help friends he met there.

   In one of his last Facebook posts, on Feb. 24, he wrote of his connections with Ukrainian journalists. “I hope in my small way I've imparted knowledge and motivation for them to continue to pursue and convey the truth.”

    He attended graduate school as a Danforth Fellow at the University of Colorado, where he gave up a free Ph.D. to pursue a career in journalism, a decision he said he never regretted. He graduated from Florida State University, summa cum laude with honors, Phi Beta Kappa, Phi Kappa Phi and Psi Chi. 

    An airman with the US Air Force from 1966 to 1970, Torok served in Texas, Colorado, Florida, South Korea and Japan. He was the first person in the Air Force to max a proficiency test on the weapons system for the F4 Phantom fighter jet.

    He graduated (just barely, he said) in 1966 from Carteret High School in Carteret, NJ, where he held and may still hold the record for riding in a commercial clothes dryer.

    Since retiring, he was an usher for the now-defunct Camden Riversharks, a minor-league baseball team; a docent for the National Constitution Center, a guide for the Independence National Historical Park; and, most recently, a docent for the Mutter Museum. There, he enjoyed greeting guests with a smile and a wink and whispering: "I see dead people."

    He is survived by his wife Cecelia Lentini Torok; a daughter, Elena Torok of Dallas; a son, Stephen Torok (Sarah Taylor) of Manhattan; a sister, Arlene Geise, of Miami; nieces and a nephew; and a former wife, Lena Maria Cooper, of Fletcher, NC.

   Relatives and friends are invited to gather on Saturday, March 12, 2022 from 1-3 PM at the Falco/Caruso & Leonard Pennsauken Funeral Home, 6600 N. Browning Road, Pennsauken, N.J., where a memorial service will be held at 3 PM.  Interment will be private.  

   In lieu of flowers, the family requests donations to N-Ost, a non-profit investigative journalism organization working in support of their colleagues in Ukraine. Please note in the comments section that your donation is in memory of Tom Torok.

Thirteen newsrooms have been chosen to receive custom watchdog training in the coming year through IRE’s Total Newsroom Training program.

TNT provides two days of intensive, in-house training for small and medium-sized newsrooms dedicated to watchdog journalism. This is the eighth year IRE has offered the free program, which is supported through a grant.

TNT newsroom training is customized and includes two days of sessions ranging from public records battles to hands-on data analysis.

The newsrooms were chosen from more than 50 applications this year.

"Watchdog reporting is the heart and soul of journalism and IRE is excited to bring back the TNT sessions that focus on those skills to newsrooms across the country," IRE Executive Director Diana R. Fuentes said. "From Seattle to El Paso to Louisville, Kentucky, and nearly a dozen points in between, we are proud of the diversity of journalists that will be receiving this cutting-edge training. We believe the communities they serve will see the benefits for a long time to come."

Congratulations to the winning newsrooms:

The Beacon (Kansas City Beacon/Wichita Beacon) (Missouri/Kansas)

El Paso Matters (El Paso, TX)

The Forward (Nationwide)

Futuro Media (Nationwide)

Injustice Watch (Chicago, IL)

KNKX (Seattle/Tacoma, WA)

KREM 2 (Spokane, WA/Coeur d’Alene, ID)

KTXL/FOX40 (Sacramento, CA)

Mountain State Spotlight (Charleston, WV)

Scalawag Magazine (Southern U.S.)

Spectrum News 1 Kentucky (Louisville, KY)

Taos News (Taos, NM)

WGLT/WCBU (Peoria, IL & Bloomington-Normal, IL)

Thanks to everyone who pitched and voted on the Lightning Talks for NICAR22. Here are the talks we’ll be hearing online and in-person in Atlanta Friday, March 4 at 5 p.m.

1. Teach better: Here's how | Jessica Huseman

In 5 minutes, I’ll teach you to teach better. Craft an objective, align your lessons to that objective, and measure the objective to ensure your students have attained the skill you want to teach.

2. Beyond fact-checking Whack-a-Mole: Using narrative and contextual analysis to decode mis/disinformation | Giovana Fleck

Identifying misinformation and disinformation online can feel like a hopeless game of Whack-a-Mole: false and harmful information is proliferating online at a rate that makes it impossible for even the most efficient fact-checking system to keep up. While fact-checking and other quantitative approaches to stopping the spread of mis- and disinformation are important, they often fail to identify broader narratives and local context and subtext that permit a fuller understanding of the broader dynamics at work in media ecosystems.

3. How do different newsrooms' style-guides compare: A data dive | Areena Arora

I created a searchable database of different newsrooms' (BBC, BuzzFeed, Reuters, The Guardian and NPR) styleguides to see how they compare. Some words, such as, 'Black' aren't capitalized by some newsrooms, while others do — giving a peek into their editorial leanings.

4. How many mosquitoes does it take to kill you? | Dexter McMillan

Since hiking in Ontario two years ago, getting absolutely swarmed by mosquitoes, I've been obsessed with a question: how many mosquitoes would it take to gang up and threaten your life? Using Python Pandas and Datawrapper to visualize, I will create a dataset that attempts to answer this question. The audience, many of whom will known how to use Pandas to analyze already-built datasets, will learn how to use these tools to tell a story by building a dataset themselves.

5. You'll Never Guess How These Platform Algorithms Work | Jonathan Stray

Recommender systems are the algorithms that power social media and news aggregators. I've spent the last two years studying them and helping others build them in the public interest. Here's what I've learned about what's inside the black boxes.

6. How to end tabmageddon| Cezary Podkul

Face it: You have waaay too many web browser tabs open and it's driving you crazy. It's also not good for you. Here's a few good strategies for how to regain control over your online research and end tabmageddon once and for all.

7. When An Internet Source Won't Tell You Who They Are | Ari Schneider

Too often do journalists quote anonymous internet users without knowing who they are, but that falls short of rigorous journalism ethics. How do you know what their motives are, or if they're not the same person operating under multiple accounts? My presentation will help investigative reporters build the trust of potential sources from the dark web, Reddit, Discord, etc, to get information on the record and on background from individuals who are accustomed to being cloaked by message board anonymity.

8. Wayback Machine - Tips and Techniques | Mark Graham

10 Tips and Techniques about how to use the Wayback Machine in your next investigation. Will review some new and lesser known features and capabilities. News you can use!

9. File management, organization and documentation for dummies (And why doing it badly can be disastrous) | Yoohyun Jung

How many times have you saved files in random directories and you cannot remember the file path to save your life? Bad management and organization of files can prove disastrous, especially when you're working on big projects. Helpful tips I gained from my own disasters.

10. An awesome tool for finding sources | Brad Hamilton

The best option out there for identifying and making contact with potential sources -- whether you're looking for someone specific or trying to cultivate an FBI agent, for example, or an employee of the Trump Organization -- is the Contacts Reference database in LexisNexis. This amazing tool, compiled by web scrapers that troll for professional profiles among company and government agency websites, as well as job-search outfits like LinkedIn, unearths sources from among hundreds of millions of profiles, showing you names, titles, employers, areas of expertise and how to reach them by work email and office phone numbers. An astonishingly small number of journalists have heard of this tool, let alone know how to use it properly. This session will show you how.

The Wall Street Journal's deep dive into TikTok algorithms won first place in the 2021 Philip Meyer Journalism Awards. Other top awards go to newsrooms that used sensors to track air pollution from sugar cane controlled burns and that used machine learning to analyze thousands of police contracts for pricey benefits.

"The Philip Meyer award entries for 2021 showed a growing sophistication in both technique and storytelling that melds the best of social science methods and journalism," said Sarah Cohen, a contest judge and the Knight Chair in Data Journalism at the Walter Cronkite School of Journalism at Arizona State University.

The 2021 winners are:

First place: “How TikTok Figures You Out,” The Wall Street Journal
By Rob Barry, Yoan Cart, Dave Cole, Jason French, Robert Libetti, Maureen Linke, William Mata, Frank Matt, Darnell Stalworth, Joanna Stern, Christopher S. Stewart, Kenny Wassus, Georgia Wells, and John West

Judges’ comments: “Reporters at the Wall Street Journal revealed how TikTok's algorithm can send users, including teens, into a seemingly endless stream of potentially harmful videos on sex, drugs, and depression. The Journal created over 100 bots, each programmed to pause for specific types of content, to see where the social media site sent them. The bots collected hundreds of thousands of videos and thumbnail images, which were analyzed using a variety of machine learning and image classification techniques designed for unusually large collections of this kind. The reporters found in some cases, the algorithm sent the bot down a rabbit hole of dark or dangerous content.

“By presenting their first findings in a video, the Journal showed non-technical audience the threads of extreme content that the bots were pushed into viewing. The combination of simulations and analysis in uncovering this troubling and sometimes appalling content was, in the judges' view, an important extension of the social science methods that the Philip Meyer Award is meant to recognize.”

Second place: Black Snow: Big Sugar’s Burning Problem, The Palm Beach Post and ProPublica

By Lulu Ramadan of The Palm Beach Post, and Ash Ngu and Maya Miller of ProPublica

Judges’ comments: “The Palm Beach Post and ProPublica teamed up to gauge air quality in the Glades -- an agricultural region in Florida with cane fields that produce more than half the nation’s cane sugar -- during the four months of the cane-burning season. The project probed the relationship, if any, between cane burns and increased air pollution at residents’ homes. The Palm Beach Post and ProPublica collaborated with residents to set up low-cost sensors outside their homes. Their analysis of more than 100 days of data discovered spikes in fine particulate matter on days when the state authorized cane burns. In addition to the quantitative analysis of the air-quality data, reporters gathered qualitative data about the effects of cane smoke, using a text bot that surveyed residents whenever their sensors detected a spike in pollution.”

Third place: “Gilded Badges: How New Jersey Cops Profit From Police Unions and Avoid Accountability,” Asbury Park Press and ProPublica

By Andrew Ford of the Asbury Park Press, and Agnes Chang, Jeff Kao and Agnel Philip of 

ProPublica

Judges' comments: “The Asbury Park Press-ProPublica team scraped thousands of municipal contracts and pension documents, then built a natural language processing workflow to find gold in the archive of bureaucracy. In one case, actual gold, in the form of a $7,000 police badge. Gilded Badges uncovered dozens of incidents of questionable practices, huge leave liabilities, overpaid officers, illegal payouts and other contract language and perks that make New Jersey cops strikingly well paid and protected.”

The Meyer Award recognizes the best uses of empirical methods in journalism. The winners will be honored during the 2022 NICAR Conference in Atlanta, Georgia on March 5. The award is administered by the National Institute for Computer-Assisted Reporting, a joint program of Investigative Reporters and Editors and the Missouri School of Journalism.

The Meyer Award honors Philip Meyer, professor emeritus and former Knight Chair of Journalism at the University of North Carolina at Chapel Hill. Meyer is the author of “Precision Journalism,” the seminal 1973 book that encouraged journalists to incorporate social science methods in the pursuit of better journalism. As a reporter, he also pioneered the use of survey research for Knight-Ridder newspapers while exploring the causes of race riots in the 1960s.

The judges for the Philip Meyer Award for Precision Journalism were:

The Philip Meyer Journalism Award follows the rules of the IRE Awards in its efforts to avoid conflicts of interest. Work that included any significant role by a Meyer Award contest judge may not be entered in the contest. This often represents a significant sacrifice on the part of the individual — and sometimes an entire newsroom. The IRE membership appreciates this devotion to the values of the organization.

IRE works to foster excellence in investigative journalism, which is essential to a free society. Founded in 1975, IRE has more than 5,500 members worldwide. Headquartered at the Missouri School of Journalism, IRE provides training, resources and a community of support to investigative journalists; promotes high professional standards; and protects the rights of investigative journalists. The National Institute for Computer-Assisted Reporting was founded by the Missouri School of Journalism in 1989 and became a collaboration between the school and IRE in 1994.

Contact:

Projects investigating Superfund sites, heat protection standards and senior care risks in Hernando County, Florida, have been awarded IRE Freelance Fellowships. The recipients of the 2021 fellowships are: 

The generosity of an anonymous donor has allowed IRE to award fellowships for the last 14 years. The fellowships give independent journalists a financial boost to pursue investigative work.

If you’d like to donate to the Freelance Fellowship fund, click here to make a donation. Please designate "Freelance Fellowship” in the form. 

About the award:

IRE Freelance Fellowships are awarded annually to journalists who make their living primarily as freelance/independent journalists. Applications are scrutinized by experienced freelance journalists. Proposals are judged in part on the breadth, significance and potential impact of the investigative project. At the request of the donor, proposals dealing with whistleblowers, business ethics and/or privacy issues will receive priority; projects involving other topics will be given serious consideration by the committee as well. The freelance projects are to be published or aired primarily in U.S. outlets.

Applications are now open to participate in the #NICAR22 conference mentorship program, either as a mentor or as a mentee, for IRE’s live program in Atlanta in March.

If you’ll be joining us for the conference in person, you can sign up by filling out this form. If you can’t make it to Atlanta this year but still want to find a mentor, please check out the IRE page at JournalismMentors.com, where you can set up a time to meet virtually with an IRE member mentor.

IRE will match mentors with mentees and arrange for them to meet at a breakfast during the conference. The NICAR22 mentorship breakfast — sponsored by the Donald W. Reynolds Journalism Institute, University of Missouri — will be held from 7:30 - 8:45 a.m. on Friday, March 5, at the conference hotel.

Space is limited in this popular program, and the deadline to apply is midnight CT on Friday, Feb. 11. If the slots are filled before then, your application will be added to a waitlist.

Please also note that you must register for the conference by Feb. 14 in order to participate.

The IRE office will be closed from Friday, December 24, until Monday, January 3. If you need assistance during the break, please send an email to info@ire.org. Responses may be delayed during the office closure.

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