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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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Israel Says Missile Launched by Yemen’s Houthis ‘Most Likely’ Intercepted

Houthi leader Abdul-Malik al-Houthi addresses followers via a video link at the al-Shaab Mosque, formerly al-Saleh Mosque, in Sanaa, Yemen, Feb. 6, 2024. Photo: REUTERS/Khaled Abdullah

The Israeli army said on Saturday that a missile fired from Yemen towards Israeli territory had been “most likely successfully intercepted,” while Yemen’s Houthi forces claimed responsibility for the launch.

Israel has threatened Yemen’s Iran-aligned Houthi movement – which has been attacking Israel in what it says is solidarity with Gaza – with a naval and air blockade if its attacks on Israel persist.

The Houthi military spokesperson Yahya Saree said the group was responsible for Saturday’s attack, adding that it fired a missile towards the southern Israeli city of Beersheba.

Since the start of Israel’s war in Gaza in October 2023, the Houthis, who control most of Yemen, have been firing at Israel and at shipping in the Red Sea, disrupting global trade.

Most of the dozens of missiles and drones they have launched have been intercepted or fallen short. Israel has carried out a series of retaliatory strikes.

The post Israel Says Missile Launched by Yemen’s Houthis ‘Most Likely’ Intercepted first appeared on Algemeiner.com.

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Iran Holds Funeral for Commanders and Scientists Killed in War with Israel

People attend the funeral procession of Iranian military commanders, nuclear scientists and others killed in Israeli strikes, in Tehran, Iran, June 28, 2025. Photo: Majid Asgaripour/WANA (West Asia News Agency) via REUTERS

Large crowds of mourners dressed in black lined streets in Iran’s capital Tehran as the country held a funeral on Saturday for top military commanders, nuclear scientists and some of the civilians killed during this month’s aerial war with Israel.

At least 16 scientists and 10 senior commanders were among those mourned at the funeral, according to state media, including armed forces chief Major General Mohammad Bagheri, Revolutionary Guards commander General Hossein Salami, and Guards Aerospace Force chief General Amir Ali Hajizadeh.

Their coffins were driven into Tehran’s Azadi Square adorned with their photos and national flags, as crowds waved flags and some reached out to touch the caskets and throw rose petals onto them. State-run Press TV showed an image of ballistic missiles on display.

Mass prayers were later held in the square.

State TV said the funeral, dubbed the “procession of the Martyrs of Power,” was held for a total of 60 people killed in the war, including four women and four children.

In attendance were President Masoud Pezeshkian and other senior figures including Ali Shamkhani, who was seriously wounded during the conflict and is an adviser to Iran’s Supreme Leader Ayatollah Ali Khamenei, as well as Khamenei’s son Mojtaba.

“Today, Iranians, through heroic resistance against two regimes armed with nuclear weapons, protected their honor and dignity, and look to the future prouder, more dignified, and more resolute than ever,” Foreign Minister Abbas Araqchi, who also attended the funeral, said in a Telegram post.

There was no immediate statement from Khamenei, who has not appeared publicly since the conflict began. In past funerals, he led prayers over the coffins of senior commanders ahead of public ceremonies broadcast on state television.

Israel launched the air war on June 13, attacking Iranian nuclear facilities and killing top military commanders as well as civilians in the worst blow to the Islamic Republic since the 1980s war with Iraq.

Iran retaliated with barrages of missiles on Israeli military sites, infrastructure and cities. The United States entered the war on June 22 with strikes on Iranian nuclear facilities.

TRUMP THREAT

Israel, the only Middle Eastern country widely believed to have nuclear weapons, said it aimed to prevent Tehran from developing its own nuclear weapons.

Iran denies having a nuclear weapons program. The U.N. nuclear watchdog has said it has “no credible indication” of an active, coordinated weapons program in Iran.

Bagheri, Salami and Hajizadeh were killed on June 13, the first day of the war. Bagheri was being buried at the Behesht Zahra cemetery outside Tehran mid-afternoon on Saturday. Salami and Hajizadeh were due to be buried on Sunday.

US President Donald Trump said on Friday that he would consider bombing Iran again, while Khamenei, who has appeared in two pre-recorded video messages since the start of the war, has said Iran would respond to any future US attack by striking US military bases in the Middle East.

A senior Israeli military official said on Friday that Israel had delivered a “major blow” to Iran’s nuclear project. On Saturday, Iran’s Revolutionary Guards said in a statement that Israel and the US “failed to achieve their stated objectives” in the war.

According to Iranian health ministry figures, 610 people were killed on the Iranian side in the war before a ceasefire went into effect on Tuesday. More than 4,700 were injured.

Activist news agency HRANA put the number of killed at 974, including 387 civilians.

Israel’s health ministry said 28 were killed in Israel and 3,238 injured.

The post Iran Holds Funeral for Commanders and Scientists Killed in War with Israel first appeared on Algemeiner.com.

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Pro-Palestinian Rapper Leads ‘Death to the IDF’ Chant at English Music festival

Revellers dance as Avril Lavigne performs on the Other Stage during the Glastonbury Festival at Worthy Farm, in Pilton, Somerset, Britain, June 30, 2024. Photo: REUTERS/Dylan Martinez

i24 NewsChants of “death to the IDF” were heard during the English Glastonbury music festival on Saturday ahead of the appearance of the pro-Palestinian Irish rappers Kneecap.

One half of punk duo based Bob Vylan (who both use aliases to protect their privacy) shouted out during a section of their show “Death to the IDF” – the Israeli military. Videos posted on X (formerly Twitter) show the crowd responding to and repeating the cheer.

This comes after officials had petitioned the music festival to drop the band. The rap duo also expressed support for the following act, Kneecap, who the BCC refused to show live after one of its members, Liam Óg Ó hAnnaidh – better known by stage name Mo Chara – was charged with a terror offense.

The post Pro-Palestinian Rapper Leads ‘Death to the IDF’ Chant at English Music festival first appeared on Algemeiner.com.

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