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Why Gaza Fatality Data Has Become Completely Unreliable
An UNRWA aid truck at the Rafah border crossing between Egypt and the Gaza Strip. Photo: Reuters/Amr Abdallah Dalsh
Heated debates over the Palestinian death toll in the Hamas-Israel war tend to focus on the fact that widely cited fatality numbers make no distinction between combatants and noncombatants. While this is true, it misses a more fundamental problem: the numbers themselves have lost any claim to validity.
In the first month of the war, the Hamas-controlled Ministry of Health (MOH) in Gaza relied on its existing collection system, made up primarily of hospitals and morgues, to certify each death.
Starting in early November, however, hospitals in northern Gaza began to shut down or evacuate during the Israeli ground invasion, spurring the MOH to introduce a new, undefined methodology for counting fatalities: media reports. This methodology, which the MOH has rarely acknowledged publicly, accounts for the majority of fatalities reported over the past four months, surpassing the traditional collection system.
A comparison of the two methodologies, using MOH reports and claims published by the Hamas-controlled Government Media Office (GMO), yields wildly different and irreconcilable results, indicating that the media reports methodology is dramatically understating fatalities among adult males, the demographic most likely to be combatants. This undercuts the persistent claim that 72 percent of those killed in Gaza are women and children — a problematic claim that has worsened since it was first noted by a Washington Institute report in January.
The result is that MOH statistics do not appear to offer a reliable guide to the actual Palestinian death toll even by the “foggy” standards of normal wartime reporting. Journalists, analysts, and government officials need to be aware that the actual overall death toll may be significantly higher (or, less likely, lower) than what the MOH has reported; the demographic composition of these fatalities is certainly far different than what the MOH claims.
Building a Database
To assess this problem, the author has assembled a comprehensive collection of publicly available Gaza fatality data that includes:
Daily updates covering the period October 7 through March 21, obtained from four sources: the Hamas-run MOH in Gaza, the Hamas-run GMO, the Palestinian Authority Ministry of Health in Ramallah, and the UN Office for the Coordination of Humanitarian Affairs (OCHA) (which simply relays Gaza MOH/GMO claims, sometimes inaccurately).
Compiled data from 13 Health Sector Emergency Reports published by the Gaza MOH between December 11 and March 18 (these documents can be accessed via the MOH Telegram channel or the Internet Archive).
Two comprehensive MOH data releases on October 26 and January 7 (the latter covering up to November 2 for all of Gaza and up to January 5 for the south).
The following analysis is based primarily on the Health Sector Emergency Reports and occasional GMO updates.
If interested, you can download a condensed version of the author’s database. (The full database with sources, methodology, and other information will be published on a future date.)
Limitations of Media Reports
The regular methodology used by the MOH (hereafter the “central collection system”) records deaths at hospitals and morgues, along with deaths reported by the Palestinian Red Crescent Society ambulance service and other unspecified sources (for a more detailed explanation of these practices, see the author’s January study). This methodology is well-understood and has been relatively accurate in the past.
Unlike in previous conflicts, however, neither OCHA nor local and international NGOs are currently conducting real-time fatality verification in Gaza or attempting to distinguish between civilians and combatants. Moreover, only a third of Gaza’s hospitals are even partially functional, and many parts of the Strip have serious access problems, curtailing the use of this methodology to count deaths outside of Rafah and Khan Yunis governorates.
On November 10, the MOH announced that it could no longer report deaths from two northern governorates; a month later, officials acknowledged that they were relying on what they called “reliable media sources” to report deaths in those areas. In reality, they had begun using this methodology as early as November 3, according to the MOH dataset released on January 7.
To be sure, it is not uncommon to use news reports when attempting to count deaths in chaotic battlespaces with access issues and damaged institutions. Yet this practice is notoriously difficult and typically looks backward rather than attempting a real-time count. The reliability of any such effort is greatly dependent on its methodological details, but the MOH has refused to elaborate on how it collects this data, which is a major problem given that media reports have become the dominant input in the Gaza death toll, accounting for more than 14,000 reported fatalities.
Comparing the Methodologies
Despite known problems with the MOH central collection system (outlined in more detail in the January study), it is the more reliable methodology because it involves identity verification and counting of actual bodies.
Media reports, by contrast, are much more difficult to verify, regularly lack details necessary to determine the identities or disposition of those killed, and may double-count or miss many fatalities. The divergence between the two methodologies is perhaps best shown by how differently they have reported demographic details about Gaza deaths.
For instance, the MOH Health Sector Emergency Reports provide separate data on men, women, and children when their deaths are recorded through the central collection system, but only a single aggregated figure for deaths gleaned from media reports. When these reports coincide with the GMO’s periodic reports (which provide demographic breakdowns), one can compare how they treat fatalities among different demographic groups.
This comparison reveals sharp differences — most notably, a sixfold decrease in adult male fatalities recorded from media reports and a fourfold increase in child fatalities. (For reference, children make up roughly 50% of Gaza’s population, and men and women make up a quarter each.)
Some of these differences may be explained by the fact that media reports are unlikely to capture combatant deaths accurately due to access issues and fear of retribution for exposing Hamas losses. In most cases, however, the numbers are too far apart to be reconcilable, or too divorced from the realities on the ground to be credible.
For example, according to the media reports methodology, only 1,192 men had been killed in northern and central Gaza as of March 18, despite four and a half months of heavy ground fighting (see the author’s condensed database). Five days later, that number inexplicably decreased to 1,170 — a feat that would have required 22 men to somehow come back to life by March 23 in order to reconcile the central collection system data with the overall claim. In contrast, Israeli authorities estimate that 13,000 militants have been killed — a figure that may incorporate many combatant deaths not recorded by either MOH methodology.
Without clarification from the MOH, such findings suggest significant omission or manipulation aimed at understating the number of men killed and overstating the number of children killed. One possibility is that fatalities among militants — most of whom are men — are more likely to go unreported because they occur in tunnels or on battlefields, where most reporters are either unable to access bodies or unwilling to risk Hamas retribution or the dangers of combat zones. Another possibility is active manipulation — that is, using the media reports methodology as a smokescreen for altering the data in support of the claim that 72% of those killed are women and children.
Meanwhile, data from the central collection system indicates a sharp decrease in overall deaths since November and a sustained increase in the proportion of men killed.
In addition to the MOH’s growing reliance on the media reports methodology, these trends may reflect various factors on the ground, such as Israel’s shift from a primarily air-based campaign to ground fighting, the mass evacuation of civilians from the north to Rafah governorate, and the decreasing intensity of fighting in areas where the central collection system is still functioning. Such factors would be expected to reduce overall civilian casualties and therefore increase the proportion of adult men killed, since that is the demographic most likely to serve as combatants.
Caveats and Recommendations
This analysis is solely intended to compare various Hamas fatality claims against each other and raise questions about the resultant discrepancies. It makes no claims about the true death toll in Gaza or the civilian-combatant ratio, nor is it meant to distract from the very real and widespread loss of life in Gaza and the severe humanitarian crisis that its population continues to suffer.
Regarding the over-representation of men in the fatality statistics, this point is not intended to imply that all Gazan men are militants. Rather, adult men are the most likely to be militants across any group (though Hamas is known to use children in combat and support roles). Their overrepresentation has also been used to help estimate militant deaths in the past.
Caveats aside, the above findings should prompt analysts, media outlets, and government officials to bear the following points in mind when assessing Gaza fatality statistics:
The discrepancies between the methodologies for counting fatalities warrant much more intense scrutiny and should be paired with appropriate caveats if cited. Whether through passive omission, active manipulation, or both, the Gaza Health Ministry’s media reports methodology significantly understates the number of men killed and may overstate the number of children killed.
The repeated claim that 72% of the dead are women and children is very likely incorrect. Data from the central collection system indicates that 58% of those killed since the start of the war are women and children; this figure drops to 48% for those killed since November 3. For the 72% claim to be accurate, women and children would have to make up about 90% of deaths recorded from media reports. This proportion is implausible — men comprise a quarter of the population, and these fatalities have largely occurred in areas with fewer civilians and more combatants, most of whom are adult men.
Data from both methodologies suggests that the war has decreased in intensity. Fatalities have declined from an average of 348 per day in the first weeks of the war to around 85 per day in March.
The existing data is too limited to allow for definitive conclusions about the true death toll or the civilian-combatant ratio. A high proportion of reported deaths come from an unknown methodology that may be misrepresenting the data, while enormous uncertainty persists regarding how many combatant fatalities go uncounted in tunnels and other battlespaces. The exact proportions of men, women, and children killed are even more unclear. The available data does not allow for reliable estimates about the ratio of civilians to combatants killed either, whether independently or by comparison with Israeli estimates.
Gabriel Epstein is a Research Assistant at the Washington Institute for Near East Policy, where this article was originally published.
The post Why Gaza Fatality Data Has Become Completely Unreliable first appeared on Algemeiner.com.
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US Clamps Sanctions on Israel-bashing UN Rights Monitor Albanese

Francesca Albanese, UN special rapporteur on human rights in the Palestinian territories, attends a side event during the Human Rights Council at the United Nations in Geneva, Switzerland, March 26, 2024. Photo: REUTERS/Denis Balibouse
The Trump administration has imposed sweeping sanctions against Francesca Albanese, the United Nations Special Rapporteur for the Occupied Palestinian Territories, citing the UN official’s lengthy record of singling out Israel for condemnation.
In a post on X, US Secretary of State Marco Rubio announced the sanctions under a February executive order targeting those who “prompt International Criminal Court (ICC) action against U.S. and Israeli officials, companies, and executives.” He accused Albanese of waging “political and economic warfare” against both nations and asserted that “such efforts will no longer be tolerated.”
“Today I am imposing sanctions on UN Human Rights Council Special Rapporteur Francesca Albanese for her illegitimate and shameful efforts to prompt [International Criminal Court] action against U.S. and Israeli officials, companies, and executives,” Rubio announced on X/Twitter.
“Albanese’s campaign of political and economic warfare against the United States and Israel will no longer be tolerated,” declared the Trump administration’s top foreign affairs official. “We will always stand by our partners in their right to self-defense.”
Rubio concluded: “The United States will continue to take whatever actions we deem necessary to respond to lawfare and protect our sovereignty and that of our allies.”
The decision to impose sanctions on Albanese marks an escalation in the ongoing feud between the White House and the United Nations over Israel. The Trump administration has repeatedly accused the UN and Albanese of unfairly targeting Israel and mischaracterizing the Jewish state’s conduct in Gaza.
Albanese, an Italian lawyer and academic, has held the position of UN special rapporteur on human rights in the Palestinian territories since 2022. The position authorizes her to monitor and report on alleged “human rights violations” by Israel against Palestinians in the West Bank and Gaza.
Last week, Albanese issued a scathing report accusing companies of helping Israel maintain a so-called “genocide economy.” She called on the companies to cut off economic ties with Israel and warned that they might be guilty of “complicity” in the so-called “genocide” in Gaza.
Critics of Albanese have long accused her of exhibiting an excessive anti-Israel bias, calling into question her fairness and neutrality.
Albanese has an extensive history of using her role at the UN to denigrate Israel and seemingly rationalize Hamas’ attacks on the Jewish state.
In the months following the Palestinian terrorist group’s atrocities across southern Israel on Oct. 7, 2023, Albanese accused the Jewish state of perpetrating a “genocide” against the Palestinian people in revenge for the attacks and circulated a widely derided and heavily disputed report alleging that 186,000 people had been killed in the Gaza war as a result of Israeli actions.
The action comes as Israeli Prime Minister Benjamin Netanyahu visits Washington, where he has received a warm reception from the Trump administration. Netanyahu has been meeting with US officials to discuss next steps in the ongoing Gaza military operation.
Gideon Sa’ar, Minister of Foreign Affairs for Israel, commended the Rubio announcement with his own post on X/Twitter, exclaiming: “A clear message. Time for the UN to pay attention!”
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Hardball: Trump Administration Reports Harvard to Accreditor Over Antisemitism Allegations

US President Donald Trump speaks during a Cabinet meeting at the White House in Washington, DC, July 8, 2025. Photo: Kevin Lamarque via Reuters Connect.
The Trump administration escalated its showdown against Harvard University on Wednesday, reporting the institution to its accreditor for alleged civil rights violations resulting from its weak response to reports of antisemitic bullying, discrimination, and harassment following Hamas’ Oct. 7, 2023 massacre across southern Israel.
The US Department of Education (DOE) announced the action on Wednesday. Citing Harvard’s admitted failure to treat antisemitism as seriously as it treated others forms of hatred in the past, the DOE called on the New England Commission of Higher Education to review and, potentially, revoke its accreditation — a designation which qualifies Harvard for federal funding and attests to the quality of the educational services its provides.
“Accrediting bodies play a significant role in preserving academic integrity and a campus culture conducive to truth seeking and learning,” said Secretary of Education Linda McMahon. “Part of that is ensuring students are safe on campus and abiding by federal laws that guarantee educational opportunities to all students. By allowing anti-Semitic harassment and discrimination to persist unchecked on its campus, Harvard University has failed in its obligation to students, educators, and American taxpayers.”
The DOE, McMahon added, “expects the New England Commission of Higher Education to enforce its policies and practices, and to keep the Department fully informed of its efforts to ensure that Harvard is in compliance with federal law and accreditor standards.”
As previously reported by The Algemeiner, Harvard’s Presidential Task Force on Combating Antisemitism has acknowledged that the university administration’s handling of campus antisemitism fell well below its obligations under both Title VI of the Civil Rights Act of 1964 and its own nondiscrimination policies.
In a 300-plus-page report, the task force compiled a comprehensive record of antisemitic incidents on Harvard’s campus in recent years — from the Harvard Palestine Solidarity Committee’s endorsement of the Oct. 7 terrorist atrocities to an anti-Zionist faculty group’s sharing an antisemitic cartoon depicting Jews as murderers of people of color. The report identified Harvard’s past refusal to afford Jews the same protections against discrimination enjoyed by other minority groups as a key source of its problem.
Coming several weeks after President Donald Trump ordered the freeze of $2.26 billion in federal research grants and contracts for Harvard, the task force report found it was “clear” that antisemitism and anti-Israel bias have been fomented, practiced, and tolerated not only at Harvard but also within academia more widely.”
The university is now suing the federal government over the funding halt.
President Trump has spoken scathingly of Harvard, calling it, for example, an “Anti-Semitic, Far Left Institute … with students being accepted from all over the world that want to rip our Country apart” in an April post to his Truth Social platform.
In recent weeks, however, both Trump and McMahon had commended Harvard’s constructive response in negotiations over reforms the administration has asked it to implement as a precondition for restoring federal funds. The requested reforms include hiring more conservative faculty, shuttering diversity, equity, and inclusion [DEI] programs, and slashing the size of administrative offices tangential to the university’s central educational mission.
The administration has since changed its tone in the wake of a report by The Harvard Crimson that interim Harvard President Alan Garber has said “behind closed doors” that he has no intention of doing anything that would make Harvard more palatable to conservatives.
Earlier this month, the Trump administration’s Joint Task Force to Combat Antisemitism issued Harvard a formal “notice of violation” of civil rights law. Charging that Harvard willfully exposed Jewish students to a flood of racist and antisemitic abuse both in and outside of the classroom, it threatened to strip whatever remains of Harvard’s federal funding.
“Failure to institute adequate changes immediately will result in the loss of all federal financial resources and continue to affect Harvard’s relationship with the federal government,” wrote the federal officials comprising the multiagency Task Force. “Harvard may of course continue to operate free of federal privileges, and perhaps such an opportunity will spur a commitment to excellence that will help Harvard thrive once again.”
In Wednesday’s announcement, US Department of Health and Human Services Secretary Robert F. Kennedy Jr. said Harvard’s conduct “forfeits the legitimacy that accreditation is designed to uphold.”
“HHS and Department of Education will actively hold Harvard accountable through sustained oversight until it restores public trust and ensures a campus free of discrimination,” he said.
Follow Dion J. Pierre @DionJPierre.
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IDF Strikes Hezbollah Sites in South Lebanon as Terror Group Pushes to Rebuild Amid US Disarmament Talks

IDF operating in southern Lebanon. Photo: IDF Spokesperson
Israeli forces uncovered and destroyed Hezbollah weapons caches in southern Lebanon on Wednesday, as a new report indicated that despite ongoing U.S.-led efforts to secure a disarmament deal, the Iran-backed group is making repeated, largely concealed attempts to rebuild its military presence in the area.
Troops carried out several operations targeting Hezbollah infrastructure in southern Lebanon on Wednesday morning, destroying weapons depots, explosives and multibarrel launchers concealed in forested terrain, the IDF said, in violation of the November ceasefire, which requires Hezbollah to withdraw its forces 20 miles from the Israeli border.
A new report released this week by the Alma Research and Education Center found that Hezbollah is focused on rebuilding in three areas: operational deployment, weapons acquisition, and financial recovery.
“Hezbollah didn’t give up its resistance narrative and motivation,” Alma’s director, Lt. Col. (Res.) Sarit Zehavi, told The Algemeiner.
“It wants to rebuild its capabilities and infrastructures, whether it’s the villages that will be used as human shields or the military infrastructure in South Lebanon and in Lebanon in general.”
According to Zehavi, Hezbollah is attempting to return Radwan fighters to positions south of the Litani River as part of a wider plan to restore its elite forces to operational readiness. The IDF on Monday killed Radwan commander Ali Abd al-Hassan Haidar in a targeted strike. The action came hours after US Special Envoy for Syria Thomas Barrack met with Lebanese President Joseph Aoun, Prime Minister Nawaf Salam and Parliament Speaker Nabih Berri in Beirut to discuss a long-term deal that would include an Israeli withdrawal and complete disarmament of Hezbollah.
Barrack described the Lebanese response to the proposal as positive. Later, he issued a blunt warning to Hezbollah in response to a vow by the terror group’s leader, Naim Qassem, not to lay down its arms. “If they mess with us anywhere in the world, they will have a serious problem with us,” Barrack said in an interview with Lebanese news network LBCI. “They don’t want that.”
Zehavi said it was premature to predict the outcome of the diplomatic efforts. She warned that the challenge of disarming Hezbollah remains enormous and emphasized that the Lebanese Armed Forces have not demonstrated the capability or willingness to confront the group.
“It’s too soon to be optimistic or pessimistic,” she said, noting that no firm commitments have emerged from the Beirut talks.
Hezbollah’s efforts to smuggle and manufacture weapons have been complicated by both Israeli strikes and the regional realignment over recent months. While Israeli strikes have disrupted many supply routes, according to Zehavi, Syrian authorities have intercepted far more Hezbollah-bound weapons than the Lebanese Army, which claims to have uncovered 500 arms caches but has provided no evidence.
The financial front marks the third aspect of Hezbollah’s rebuilding effort. Last week, the group halted cash payments to Shiite civilians whose homes were damaged in the war, citing liquidity problems. Zehavi attributed the shortfall to disruptions in Iran’s funding networks — an outcome of the 12-day war against the regime in Tehran — and said the constraints would likely hamper Hezbollah’s ability to compensate its base and sustain operations.
“I hope they will continue to have problems with the cash flow, that way it will be very difficult for them to recover,” she said.
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