National
How data helps — and hurts — LGBTQ communities
‘Even when we prove we exist, we don’t get the resources we need’
When Scotland voted to add questions about sexuality and transgender status to its census, and clarified the definition of “sex,” it was so controversial it led to a court case.
It got so heated that the director of Fair Play for Women, a gender-critical organization, argued: “Extreme gender ideology is deeply embedded within the Scottish Government, and promoted at the highest levels including the First Minister.”
Data, like the census, “is often presented as being objective, being quantitative, being something that’s above politics,” says Kevin Guyan, author of “Queer Data.”
Listening to the deliberations in parliament breaks that illusion entirely. “There’s a lot of political power at play here,” says Guyan, “It’s very much shaped by who’s in the room making these decisions.”
Great Britain has been a ‘hotspot’ for the gender-critical movement. “You just really revealed the politics of what was happening at the time, particularly in association with an expanded anti-trans movement,” explains Guyan.
Ultimately, the LGBTQ community was counted in Scotland, which was heralded as a historic win.
This makes sense, says Amelia Dogan, a research affiliate in the Data plus Feminism Lab at MIT. “People want to prove that we exist.”
Plus, there are practical reasons. “To convince people with power, especially resource allocation power, you need to have data,” says Catherine D’Ignazio, MIT professor and co-author of the book “Data Feminism.”
When data isn’t collected, problems can be ignored. In short, D’Ignazio says, “What’s counted counts.” But, being counted is neither neutral nor a silver bullet. “Even when we do prove we exist, we don’t get the resources that we need,” says Dogan.
“There are a lot of reasons for not wanting to be counted. Counting is not always a good thing” they say. D’Ignazio points to how data has repeatedly been weaponized. “The U.S. literally used census data to intern Japanese people in the 1940s.”
Nell Gaither, president of the Trans Pride Initiative, faces that paradox each day as she gathers and shares data about incarcerated LGBTQ people in Texas.
“Data can be harmful in some ways or used in a harmful way,” she says, “they can use [the data] against us too.” She points to those using numbers of incarcerated transgender people to stoke fears around the danger of trans women, even though it’s trans women who face disproportionate risk in prison.
This is one of the many wrinkles the LGBTQ community and other minority communities face when working with or being represented by data.
There is a belief by some data scientists that limited knowledge of the subject is OK. D’Ignazio describes this as the “hubris of data science” where researchers believe they can make conclusions solely off a data set, regardless of background knowledge or previous bodies of knowledge.
“In order to be able to read the output of a data analysis process, you need background knowledge,” D’Ignazio emphasizes.
Community members, on the other hand, are often primed to interpret data about their communities. “That proximity gives us a shared vocabulary,” explains Nikki Stevens, a postdoctoral researcher in D’Ignazio’s Data plus Feminism lab.
It can also make more rich data. When Stevens was interviewing other members of the transgender community about Transgender Day of Remembrance, they realized we “think more complicated and more meaningful thoughts, because we’re in community around it.”
Community members are also primed to know what to even begin to look for.
A community may know about a widely known problem or need in their community, but they are invisible to institutions. “It’s like unknown to them because they haven’t cared to look,” says D’Ignazio.
That is how Gaither got involved in tracking data about incarcerated LGBTQ people in Texas in the first place.
Gaither received her first letter from an incarcerated person in 2013. As president of the Trans Pride Initiative, Gaither had predominately focused on housing and healthcare for trans people. The pivot to supporting the LGBTQ incarcerated community came out of need—trans prisoners were not given access to constitutionally mandated healthcare.
Gaither sought a legal organization to help, but no one stepped in—they didn’t have expertise. So, Gaither figured it out herself.
As TPI continued to support incarcerated, queer Texans, the letters kept rolling in. Gaither quickly realized her correspondences told a story: definable instances of assault, misconduct, or abuse.
With permission from those she corresponded with and help from volunteers, Gaither started tracking it. “We’re hearing from people reporting violence to us,” says Gaither, “we ought to log these.” TPI also tracks demographic information alongside instances of abuse and violence, all of which are publicly accessible.
“It started off as just a spreadsheet, and then it eventually grew over the years into a database,” says Gaither, who constructed the MySQL database for the project.
Gaither’s work especially focuses on the Prison Rape Elimination Act (PREA), which ostensibly includes specific protections for transgender people.
To be compliant with PREA, prisons must be audited once every three years. Numerous investigations have shown that these audits are often not effective. TPI has filed numerous complaints with the PREA Resource Center, demonstrating inaccuracies or bias, in addition to tracking thousands of PREA-related incidents.
“We are trying to use our data to show the audits are ineffective,” says Gaither.
Gaither has been thinking about data since she was a teenager. She describes using a computer for the first time in the 1970s and being bored with everything except for dBASE, one of the first database management systems.
“Ever since then, I’ve been fascinated with how you can use data and databases to understand what your work with data,” Gaither says. She went on to get a master’s in Library and Information Sciences and built Resource Center Dallas’s client database for transgender health.
But gathering, let alone analyzing, and disseminating data about queer people imprisoned in Texas has proven a challenge.
Some participants fear retaliation for sharing their experiences, while others face health problems that make pinpointing exact dates or times of assaults difficult.
And, despite being cited by The National PREA Resource Center and Human Rights Clinic at the University of Texas School of Law, Gaither still faces those who think her data “doesn’t seem to have as much legitimacy.”
Stevens lauds Gaither’s data collection methods. “TPI collect their data totally consensually. They write to them first and then turn that data into data legible to the state and in the service of community care.”
This is a stark contrast to the current status quo of data collection, says Dogan, “people, and all of our data, regardless of who you are, is getting scraped.” Data scraping refers to when information is imported from websites – like personal social media pages – and used as data.
AI has accelerated this, says D’Ignazio, “it’s like a massive vacuum cleaning of data across the entire internet. It’s this whole new level and scale of non-consensual technology.”
Gaither’s method of building relationships and direct correspondence is a far cry from data scraping. Volunteers read, respond to, and input information from every letter.
Gaither has become close to some of the people with whom she’s corresponded. Referring to a letter she received in 2013, Gaither says: “I still write to her. We’ve known each other for a long time. I consider her to be my friend.”
Her data is queer not simply in its content, but in how she chooses to keep the queer community centered in the process. “I feel very close to her so that makes the data more meaningful. It has a human component behind it,” says Gaither.
Guyan says that data can be seen as a “currency” since it has power. But he emphasizes that “people’s lives are messy, they’re complicated, they’re nuanced, they’re caveated, and a data exercise that relies on only ones and zeros can’t necessarily capture the full complexity and diversity of these lives.”
While Gaither tallies and sorts the incidents of violence, so it is legible as this “currency,” she also grapples with the nuance of the situations behind the scenes. “It’s my family that I’m working with. I think it makes it more significant from a personal level,” says Gaither.
Guyan explains that queer data is not just about the content, but the methods. “You can adopt a queer lens in terms of thinking critically about the method you use when collecting, analyzing, and presenting all types of data.”
(This story is part of the Digital Equity Local Voices Fellowship lab through News is Out. The lab initiative is made possible with support from Comcast NBCUniversal.)
South Carolina
Man faces first S.C. ‘hate intimidation’ charge
Timothy Truett allegedly shot at gay club in Myrtle Beach on April 1
A South Carolina man remains in custody on a more than $300,000 bond after he allegedly opened fire at a Myrtle Beach nightclub on April 1, according to WMBF.
Reports say 37-year-old Timothy James Truett Jr., of Clover, S.C., was detained by the Myrtle Beach Police Department after the April 1 incident outside Pulse Ultra Club. He was later arrested and charged with possession of a weapon during a violent crime, discharging a firearm into a dwelling, discharging a firearm within city limits, malicious injury to real property valued over $5,000, and assault or intimidation due to political opinions or the exercise of civil rights.
At 10:57 a.m. on April 1, officers responded to a call about a possible shooting at Pulse Ultra Club, located in the 2700 block of South Kings Highway.
In an affidavit released later, the club’s owner, Ken Phillips, said he was doing paperwork that morning when he heard “five or six” gunshots. He went outside and found a window and the windshield of his SUV shattered by bullets. An SUV with blue plastic covering one window was left at the scene.
Police later reviewed footage that showed a silver vehicle stopping in the middle of the road. The video appeared to capture muzzle flashes coming from the passenger-side window.
According to the affidavit, an officer later pulled over a vehicle driven by Truett and found spent shell casings in the back seat, along with a gun.
Documents do not detail why Truett was ultimately charged under the state law covering assault or intimidation tied to political opinions or the exercise of civil rights.
As of April 1, records show Truett is being held in Horry County on a combined bond of more than $312,000.
WMBF spoke with Phillips after the incident and asked whether there was any prior conflict that might have led to the shooting.
“I don’t know if it’s personal, I don’t know if it’s related to being gay, I don’t know if it’s related to the bar issues,” Phillips told WMBF. “Anybody with a mindset of pulling out a weapon in broad daylight is not right.”
“My primary concern has and always will be the safety of my community and my customers,” he added. “It’s given me great concern … as to how far people will go.”
WMBF also spoke with Adam Hayes, vice chair of Myrtle Beach’s Human Rights Coalition, who was involved in pushing for the ordinance. He said that while the incident itself is troubling, it shows the policy is being put to use.
The ordinance is intended to deter “crimes that are motivated by bias or hate towards any person or persons, in whole or in part, because of the actual or perceived” identity, in the absence of a statewide hate crime law.
“It’s nice to see that something we put into policy is not just a piece of paper, that it’s actually being used,” said Hayes.
He said the shooting underscores the need for a statewide hate crime law in South Carolina and added that the incident has left the local LGBTQ community shaken.
South Carolina and Wyoming are the only two states in the U.S. without a comprehensive statewide hate crime law.
Truett remains in jail as of publication.
The White House
Trump budget would codify expanded global gag rule
Funding for LGBTQ health programs around the world would also be cut
The Trump-Vance administration’s fiscal year 2027 budget would codify the expanded global gag rule and eliminate funding for LGBTQ-specific programs in global health initiatives.
“The budget would ensure no funding supports abortion, unfettered access to birth control, and also eliminates funding for circumcision and lesbian, gay, bisexual, transgender, and queer services to better focus funds on life-saving assistance,” reads the proposed budget the White House released on April 3. “The United States should not pay for the world’s birth control and therapy.”
The proposed budget includes four examples of “eliminated activities.”
- In the last administration, PEPFAR funded health workers who performed over 21 abortions in Mozambique
- Promoting reproductive health education and access to birth control and other harmful programs couched under ‘family planning’ in Ghana
- A supply chain “control tower” to provide a “holistic commercial of the shelf solution” on the Office of Population and Reproductive Health (PRH)
- Promoting health equity and providing condoms and contraception in Kenya.
President Ronald Reagan in 1985 implemented the global gag rule, also known as the “Mexico City” policy, which bans U.S. foreign aid for groups that support abortion and/or offer abortion-related services.
Trump reinstated the rule during his first administration. The Biden-Harris administration shortly after it took office in January 2021 rescinded it.
The Trump-Vance White House earlier this year expanded the global gag rule to ban U.S. foreign aid for groups that promote “gender ideology.” The expansion took effect on Feb. 26.
US funding cuts have devastated global LGBTQ rights movement
The Trump-Vance administration after it took office in January 2025 moved to dismantle the U.S. Agency for International Development, which funded LGBTQ and intersex rights groups around the world. USAID officially shut down on July 1, 2025.
Secretary of State Marco Rubio in March 2025 announced the State Department would administer the 17 percent of USAID contracts that had not been cancelled. Rubio issued a waiver that allowed PEPFAR and other “life-saving humanitarian assistance” programs to continue to operate during the U.S. foreign aid freeze the White House announced shortly after it took office.
The global LGBTQ and intersex rights movement has lost more than an estimated $50 million in funding because of these cuts. The Washington Blade has previously reported PEPFAR-funded programs in Kenya and other African countries have been forced to suspend services and even shut down.
The Trump-Vance administration has signed healthcare-specific agreements with Kenya, Uganda, and other African countries through its American First Global Health Strategy. Advocacy groups with whom the Blade has spoken have expressed concern these partnerships will result in further exclusion and government-sanctioned discrimination based on sexual orientation or gender identity.
The proposed fiscal year 2027 budget includes $5.1 billion for “global health to end the previous administration’s abuse of these programs and to execute (the State Department’s) newly released America First Global Health Strategy.” This figure represents a $4.3 billion cut from the previous year.
“The president’s new vision of bilateral health assistance eliminates bloated Beltway Bandit contracts, does more with fewer dollars, and transitions recipient countries to self-reliance,” reads the proposed budget. “The budget would also eliminate disease-specific accounts and provide the department crucial agility to address the actual needs of each recipient country — across HIV/AIDS and other infectious diseases such as malaria, tuberculosis, and polio — to strengthen global health security and protect Americans from disease.”
“The budget would focus on new compacts that unify funding, achieving economies of scale in both implementation and oversight,” it adds. “Under the prior administration, only about 40 percent of PEPFAR funds supported actual service delivery, including medications, testing, commodities, and health workers, with the remaining 60 percent wasted on duplicative administrative costs, unwieldy supply chains, and layers of endless bureaucracy. The new AFGHS (America First Global Health Strategy) compacts would improve efficiency, cut red tape, and dismantle the bloated ecosystem of foreign assistance profiteers.”
The Council for Global Equality on April 3 reiterated its criticism of the expanded global gag rule, and urged Congress to reject the proposed budget.
“We won’t mince words: people are dying because of this policy,” said the Council for Global Equality in a statement. “Making this policy permanent will only ensure that U.S. foreign assistance discriminates against those who need services the most, all while forcing people around the world to adhere to the Trump administration’s extremist, ideological agenda that denies the very existence of transgender, nonbinary, and intersex persons.”
“We will not be silent as Trump threatens to upend decades of bipartisan foreign assistance programs to appease his extremist base,” added the group. “We call on Congress to immediately reject this budget and block implementation of the expanded global gag rules.”
Vice President JD Vance and his wife, second lady Usha Vance, will visit Hungary next week.
An announcement the White House released on Thursday said the Vances will be in Budapest, the Hungarian capital, from April 7-8.
JD Vance “will hold bilateral meetings with” Hungarian Prime Minister Viktor Orbán. The announcement further indicates the vice president “will also deliver remarks on the rich partnership between the United States and Hungary.”
The Vances will travel to Hungary less than a week before the country’s parliamentary elections take place on April 12.
Orbán, who has been in office since 2010, and his Fidesz-KDNP coalition government have faced widespread criticism over its anti-LGBTQ crackdown.
The Associated Press notes polls indicate Orbán is trailing Péter Magyar and his center-right Tisza party.
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