#Statistical independence

[shakir2]

Making Dua’a [Imploring] 

Every conscious being for something sometimes or often implores. Either to God, to some deity or to deity-like. For believers, it has a spiritual dimension, so they often implore. Those who are patient wait for its fruition. Those who are impatient or after waiting a long time get frustrated begin seeking answers for its non-acceptance.  Here is my unconventional point of view about it. Readers…

[6ebe]

the perfect inverse correlation between the results of the panthers and the England men’s rugby team is killing me 😭

[queeranarchism]

If your democrat friends start muttering about stolen election conspiracy theories, the time to have a sit down with them and express your concerns is NOW, while you still have a chance to reach them, not 6 months from now when they're fully conspiracy-pilled.

Here's some of the talking points and why they're bullshit:

'10 million votes don't just disappear!' -> Joe Biden's 81 million votes were a statistical outlier, sparked by the recent experience of the Trump presidency. The democrats failed to maintain that sense of urgency, but Harris still got more votes than Hillary Clinton, more than Obama and more than any previous democratic candidate. These numbers are not weird at all.

'The Republicans tried to infiltrate election- and vote counting organizations!' -> yeah, they did, and yet hundreds of independent legal observers didn't see anything go wrong enough to raise any alarms. Independent exit polls are also very consistently similar to the counted votes. Tons of international organizations specialized in this stuff observed the election and didn't see a reason to raise the alarm.

'But I know a dozen democrats whose mail-in votes were not counted!' -> In any election a certain number of votes are registered as invalid because something was wrong with the ballot. In a country the size of the US, that translates to many thousands of votes. The internet allows these people to find each other, creating the false impression that a suspiciously large group of votes was not valid.

'Musk used Star Link to mess with electronic voting!' -> Electronic voting machines are not connected to the internet and dozens of independent media have already debunked this myth. It is absolutely impossible to use Star Link to fake election results.

'There is voter disenfranchisement!' -> This is true. This has always been true, for every election. It's an issue worth talking about but it's not a special secret conspiracy that's unique to this election.

But just as importantly as the facts: sit down with your friend and talk about the anxiety that's behind their conspiracy leanings. Acknowledge their pain and fear. Help them find ways to feel less powerless and regain their sense of agency. Take them to a mutual aid event, involve them in a fundraising event for a marginalized group, invite them to a local community effort. If they spend more time feeling connection and empowerment and less time doom scrolling online, they're far more likely to stay in reality.

[theluckygirlblog]

What Will It Take for Society to Value Its Daughters?

A woman sits in a doctor’s office, staring at an ultrasound. It’s a girl. And in that moment, she makes a decision—not because of financial struggle, not because of health concerns, but because she believes a daughter is not worth having. This isn’t a distant reality. It happens in countries where gender-based abortion is illegal and in those where it isn’t. It happens in places where women have…

[cesium-sheep]

part of the Bad Feeling Soup, which I'm sure I've mentioned at some point, is like. the timing of when I first got really sick. obviously it can be very emotionally complicated to become disabled at any age, for any reason, although boy I wish old people would stop tying to work their feelings out through me, but. I became disabled almost immediately after successfully completing college. early, even. I graduated 9 months early, I went into military training where I could barely contact anyone, and suddenly I came back disabled. this reads to others like I've never had experience of the Real World, which is dumb, I do still in fact live in the real world and frankly have done significantly longer than my age would indicate, as is true for most abused children. but I've joked about it before, I basically went from college to old age in the space of a couple months. taken out at the knees before I could even get started. and it's fucked up and strange and it's further compounded by barely getting to be a kid either so like honestly it would be fitting to die at like 35 or whatever, I'm apparently just speed running the life stages. cut em all right in half. except even then the numbers are completely wrong for the portion where people supposedly take you seriously.

it's really hard to articulate the weird and uncommon position the timing of my disability puts me in. I'm sure it's happened to others, but I don't know them. I have friends who got too sick to finish college, I have friends who were already pushing through severe illness to get through college, I have friends who needed multiple attempts to get where they needed to be (though that seems more common with mental illness?), but no one in this specific position.

and of course it bears repeating that it is super dumb to treat me differently just cuz I got disabled before I could join the Full Time Work Force - anything that could be said to disparage my experience as insufficient or unrealistic can be said about people who are underemployed, gig workers, self employed, professional students, field scientists, etc etc etc basically it's dumb as hell and retail/food service and office work aren't the only two Real Jobs on the planet. "oh you've never had to put up with the same shitty office mate for years" "oh you've never had terrible customers yell in your face 6 times in the same day" neither did my grandpa while he was farming for 70+ years I know you ain't gonna tell me that man didn't have a Real Job pisses me off honestly.

idfk I feel like there's something I want to articulate about the timing of my disability but I don't fully know what it is. it sucks. it all sucks.

[cheesyradfem]

still thinking of this paragraph from what was the girlboss?

[sweet-as-kiwis]

Never before have I turned in negative peer reviews. The time has finally come.

[wordgoods]

orthogonal | ôrˈTHäɡən(ə)l

of or involving right angles; at right angles.

STATISTICS (of variates) statistically independent • (of an experiment) having variates which can be treated as statistically independent.

[tenth-sentence]

The coefficient of reversion was thus independent of heredity; it was purely a property of statistical manipulation itself.

"In the Name of Eugenics: Genetics and the Uses of Human Heredity" - Daniel J. Kevles

[yungcommunard]

“It would be naïve to depend on the Supreme Court to defend the rights of poor people, women, people of color, dissenters... Those rights only come alive when citizens organize, protest, demonstrate, strike, boycott, rebel, and violate the law...to uphold justice. The rights of working people, of women, of Black people have not depended on decisions of the courts. Like the other branches of the political system, the courts have recognized these rights only after citizens have engaged in direct action powerful enough to win these rights. for themselves. Let us not be disconsolate over the increasing control of the court system by the right wing. The courts have never been on the side of justice, only moving a few degrees one way or the other, unless pushed by the people. Those words engraved in the marble of the Supreme Court, 'Equal Justice Before the Law,' have always been a sham. No Supreme Court, liberal or conservative, will stop the war in Iraq, or redistribute the wealth... or establish free medical care for every human being. Such fundamental change will depend, the experience of the past suggests, on the actions of an aroused citizenry, demanding that the promise of the Declaration of Independence—an equal right to life, liberty, & the pursuit of happiness—be fulfilled” 

- Howard Zinn

[electronalytics]

Enterprise Hard Disk Market Statistics, Segment, Trends and Forecast to 2032

An enterprise hard disk is a type of high-performance storage device designed for use in enterprise-level environments, where reliability, durability, and fast data access speeds are critical. These hard disks are typically used in servers, data centers, and other high-performance computing applications, where they are used to store large amounts of data and provide fast access to that data.

Enterprise hard disks are typically available in both SAS (Serial Attached SCSI) and SATA (Serial ATA) interfaces, and they come in a range of storage capacities. They are also designed to operate in high-temperature and high-vibration environments, which makes them suitable for use in data centers and other industrial settings.

One key feature of enterprise hard disks is their high reliability. They are designed with advanced error correction mechanisms and other technologies to minimize the risk of data loss due to hardware failure. Many enterprise hard disks also come with built-in redundancy features, such as RAID (Redundant Array of Independent Disks), which provides additional protection against data loss.

The estimated market size for the Enterprise Hard Disc Drives (HDD) Market is provided in terms of both value (million USD) and volume (K Units). Enterprise Hard Disc Drives (HDD) market size has been estimated and validated using both top-down and bottom-up methodologies. These approaches have also been used to estimate the size of numerous additional dependent submarkets within the overall market. Secondary research has been used to identify the major market participants, and primary and secondary research has been used to estimate their market shares. Both confirmed secondary sources and primary sources have been used to calculate all percentage shares, splits, and breakdowns.

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Global Enterprise Hard Disk Market: By Company • Seagate • Western Digital • Toshiba • Eaget • Lenovo • Founder Global Enterprise Hard Disk Market: By Type • External Hard Drives • Internal Hard Drives Global Enterprise Hard Disk Market: By Application • For Desktop • For Notebook • For Server Global Enterprise Hard Disk Market: Regional Analysis All the regional segmentation has been studied based on recent and future trends, and the market is forecasted throughout the prediction period. The countries covered in the regional analysis of the Global Enterprise Hard Disk market report are U.S., Canada, and Mexico in North America, Germany, France, U.K., Russia, Italy, Spain, Turkey, Netherlands, Switzerland, Belgium, and Rest of Europe in Europe, Singapore, Malaysia, Australia, Thailand, Indonesia, Philippines, China, Japan, India, South Korea, Rest of Asia-Pacific (APAC) in the Asia-Pacific (APAC), Saudi Arabia, U.A.E, South Africa, Egypt, Israel, Rest of Middle East and Africa (MEA) as a part of Middle East and Africa (MEA), and Argentina, Brazil, and Rest of South America as part of South America.

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[jayktoralldaylong]

One of my favourite things about Arcane is that all the couples can be read as toxic, which is GREAT.

I'm tired of people bringing morality debates into dark media. Let dark media be fucking dark. You guys wouldn't survive a day in the TMA fandom, needing everyone to be as good as gold. How are they going to make for enjoyable complex characters if they're not morally grey. In fact, I wish there'd been more expansion on just how morally black they can become!

"CaitVi is so toxic" According to lesbian statistics, that sounds just about accurate. 💀 Heck, I wish Caitlyn had done more (Not really, but it would have been nice to further explore the darkness in her heart). Isn't it adorable how she immediately folded as soon as Vi called her cupcake? Caitlyn's like one of those villains that will consistently do the most....until it comes to someone else hurting her girlfriend. The only one allowed to hurt her girlfriend is her. 💀

Then let's talk about Vi. Someone pointed out how Vi never cared about Zaun's independence in the first place and many people yelled that they were wrong. But actually, they were right. Vi never wanted Zaun. Zaun was Silco's dream, and Jinx inherited that dream cause Silco would never shut up about it. Vi wanted Piltover to take responsibility for all the shit they allowed to happen in the Undercity. That's a part of the reason she joined up with Caitlyn in the first place. Let's not forget she wasn't dissuaded when she dragged Jayce down to fight with her and he killed a child. Children been dying, it's been her whole life. Someone needed to do something about it, and Zaun would have just isolated the people from all the privileges that Piltover SHOULD have been providing for them. Some people just can't accept that Independence cannot in fact solve every problem, and sometimes independence is colonisers running away from the responsibility of fixing the mess that they started in the first place.

Besides, we all know Vi joined up with the Enforcers because "I feel like I am worthless if I can't be of service." She'd already run out of family members to serve, Caitlyn was the next best thing. She's just like Jayce.

And speaking of Jayce, let's talk about his violent levels of codependency with anyone who'll give him attention. People LOOOOVE to talk about Mel, but it's there with Viktor too. When bro wasn't basing his worth on his inventions, he was centering it around Viktor.

Viktor who decided at some point in his life that he would not LIVE without Jayce. He was fine dying without him, but living without him was unacceptable. Oh how healthy. 🙄😂 Viktor be the kind of toxic ex to threaten divorce 500 times over, then burn the world when you actually leave him. Jayce is no better cause he's the kind of guy to keep going back to his toxic Ex.

Yes, Mel is manipulative. That's what I love about her. How are you guys failing to give this woman the praise of being an outsider in Piltover, but running their entire council. 💀 Girl raises her hand once and the whole government starts spinning. She was the best sugar mummy Jayce and Viktor could ever ask for. She kept the whole city running. Literally the entire of Piltover dancing on her palm. And yes she manipulated Jayce but let's not forget she thought that was a love language. 💀 You wanna be mad at someone, be mad at Ambessa for raising her that way.

I also don't think it's fair to blame her for the Undercity situation, she's not native. Monkey see, monkey do, and not a single one of those Council members actually cared about the situation down there, it was deplorable. 💀 Jayce did way more in his two weeks as Councillor than any of those drug pushing, money laundering, Piltovian heads of government.

And that just covers MelJayVik, we don't even need to get fully into TimeBomb, cause we know what's wrong there. 💀 Surely we have not forgotten the many teammates Jinx has killed, but making sure to never kill Ekko cause that's her man. Ekko has a lot to unpack, like how his consistent and unwavering love for Jinx is an indication of a lot of doors he might not be ready to open. I know they dynamics go crazy and I love to see it.

Ambessa and Sevika are a crack ship but I'm sure we all know bedroom dynamics go crazy with Mrs. Warlord and Miss Liberation. I love it when characters clash in a toxic heap. It's insane and should be explored.

Quit saintifying my toxic ships with your woke morality debates. If you want everyone to be sunshine and rainbows then you should be watching literally anything else. 💀 "It's not healthy." GOOD, I like it that way. 💀 Angst, spice and trauma are the recipe for a plethora of explorative fanfiction. Any of their dynamics can be taken in any toxic direction and I want that EXPLORED.

[the-griffons-saddlebag]

💎 𝗡𝗲𝘄 𝗶𝘁𝗲𝗺! Crow Coin
Wondrous item, uncommon ___ A “crow coin” is a magical coin coveted by crows. You can use an action to toss this coin on the ground in a space within 10 feet of you or hold the coin aloft. A swarm of crows then magically appears atop the coin (use the statistics for a swarm of ravens). The swarm remains for 1 hour or until it’s reduced to 0 hit points, at which point the swarm and coin both vanish. For the duration of the effect, you can telepathically command the swarm (no action required) and are magically aware of what it collectively sees and hears, provided that it’s within 1 mile of you. The swarm is friendly to you and your companions. In combat, the swarm acts independently of you, but it always obeys your commands. If you issue no commands, the swarm defends itself but takes no other actions. It rolls its own initiative and acts on its own turn. Whenever a swarm of crows is summoned in this way, there’s a 20 percent chance that a giant crow appears instead (use the statistics for a giant eagle); you gain the same benefits with the giant crow as you do with the swarm, and it lasts for the same duration. Like the swarm, the coin vanishes along with the giant crow. ___ ✨ Patrons get huge perks! Access this and hundreds of other item cards, art files, and compendium entries when you support The Griffon's Saddlebag on Patreon for less than $10 a month!

[loveemagicpeace]

Astrology Notes

Saturn in 4th house transit( not always ) but during this time, you may learn something about your family or find out that you are adopted. Although Saturn in this house is not bad, it can bring many benefits. it is the house in which Saturn otherwise feels comfortable.Very good transit for gaining independence and self-determination.

Neptune represents the grandmother, the wise old women. The first sign of a Neptune contact is a sense of loss, despair, hopelessness or confusion. Many people instinctively use this as a time to travel, a time to live on the surface of cultures, to  escape from their own world and drift through someone else's. When u have transit Neptune-Moon: a visionary, drug-sensitive, spiritual time where the individual experiences the dissolving of emotional responses. Time out from the world to unconsciously reorganize one's emotional reality.  Transit - Neptune-North Node: finding one's spiritual path, finding a group or "tribe" with a basis in the arts; healing; drug abuse; the metaphysical which propels one into a new life direction. Neptune-South Node: loss in the "tribe" of an old wise woman; a restructuring within the tribe of the spiritual leader, or the visionary one in the family; meeting a person from the past with whom you feel a spiritual connection.

When u choose your partner u will also feel compatible with him based on your sun. Your sun is your ego, joy, spotlight. So for ex.: gemini & gemini sun can be good in a relationship but the relationship can be very unstable. A sag sun woman & a taurus man will be difficult together. A woman will always need liveliness, playfulness, travel and passion. While a taurus man will be much more reserved, likes to stay at home and likes to be settled, he doesn't like too much change and a fast life. He likes stability and a woman who is stable. A gemini man is often associated with a merchant, a traveler. Geminis like to go through life without a plan and thinking. They get over relationships quickly and quickly find a new woman.

Virgo sun are very frugal people, they will only buy things they really need and do not like to waste money on unnecessary things. They like a practical lifestyle and like to do things that are productive during the day. They are also picky when it comes to money and won't buy something that is really expensive, they prefer to buy something that is worth it and that the price is as affordable as possible. Virgo man like order and cleanliness. They are quick to notice small details and like women who dress decently and neatly. They usually look for a woman who is a housewife or likes order and likes to clean.

The Sagittarius woman and the Virgo man are very different and rarely get along. The Virgo man doesn't like spontaneity or too fast a pace. The Sagittarius woman, on the other hand, is very unpredictable and loves adventures. Sagittarius women like to dress extra while Virgo men prefer to dress more neutrally and don't like to stand out and can sometimes be embarrassed when someone is very stand out. This is just based on sun sign. But I would also say that someone with a lot of virgo placements and someone with a lot of sagittarius placements will not find a common language or interests. They are quite different people.

It is said that the Gemini man's third marriage is the only one that is valid. However, statistics show that even among the third wives, there are almost no Scorpios. Scorpio women are such that they already accustom Gemini men to order in their first marriage. However, it is certainly true that these two must show a lot of mutual understanding if they want to live together. Gemini men should talk seriously with Scorpio women. This will also benefit their career.

Aquarius woman and Gemini man-Their relationship stems from love at first sight. They both have the same ideals, both are full of ideas that can make life more beautiful. Gemini and Aquarius love to flirt and have dinner at home. Such a marriage does not know jealousy. Gemini likes to adapt to the new ideas of their partner. And they act correctly, because Aquarius realizes what she has decided. She is sociable and with her he will meet many people who will be useful to him in his professional life.

A cancer man likes a woman who is family-oriented, fair, a homemaker. Many times they are looking for a woman who is like a mother. They are often moody and have their own habits that they stick to. They get a lot of their habits from their mother or from their family in general. They have a hard time adapting to new things. They are more inclined towards the past than the future. They have few good friends and their circle is narrow and private. They are very private about their home.

Cancer man and Aries woman are very different and often have difficulty getting along. Cancer wants a family and a peaceful life. Aries, on the other hand, can bring unrest and a lot of stress. However, they can be very compatible in the professional field.

Cancer man and Libra woman. Cancer is inward-looking, while she is outward-looking, and it is sometimes difficult for them to follow the same path. In love, they can complement each other. However, Cancer would like to marry a housewife who would replace his mother, to whom he has always been attached. Libra is excellent at her tasks, but she does not like to get her hands dirty. She likes to be a lady.

The Pisces woman has a lot of problems with men and many times they don't suit her the way she would like them to. The Taurus man and the Pisces woman are different in how they give love. With Gemini man, Pisces may feel that he is too light-hearted and not paying as much attention to her. It could also be that he won't be that loyal to her. Libra man and pisces woman are a good catch. However, he may be too focused on the attention of others or like to be adored by other women. Which a Pisces wouldn't like.

The Pisces man is naturally spiritual, gentle, in touch with his emotions. He is modest and does not care about money. However, he is very much in his own world and a dreamer. He has his own ideals and fantasies that he seeks in women. However, they are often disappointed in love. A female leo will be too fiery for him and he may feel too vulnerable or exposed around her. A marriage with a Virgo could fail because they are too different. He insists on his dream world, while she wants reality and order. She may become too critical of him over time. Libra woman and Pisces man -There is some risk in this marriage, although both long for eternal love. But sometimes they get entangled in contradictions and then they don't know how to move on. Libra should cheer up her little brain and pull it out of depressions. She is charming, but her emotions are sometimes just played. Her sensitive husband may soon notice this. Otherwise, they love peaceful coexistence.

You will usually have long-distance relationships with people you share the 9th house with. You will also travel a lot with them over long distances. These are also the people you will have the best time with on your travels.

The moon represents where you find the most comfort and how much home means to you. What you need emotionally. Venus represents the kind of love you want and the kind of relationships you tend to create. What you really want in a relationship and what you value most in the relationship itself.What will quickly attract you on the partner. Mars represents energy and what sexually attracts you to a person and at the same time what kind of energy you like in others.

Moon in Gemini -Communication is very important to you and you like stimulation in every given moment of your life.Moon in Scorpio-You value privacy and like to have a home that is deep and you need a lot of intimacy. Moon in Cancer-You like a home that is comfortable, safe, beautiful, and where you feel emotionally fulfilled.

Capricorn Venus- You show love through practical things and through building a life together with the person. You like someone who is serious and determined. Someone who will make you feel like they will never leave and will always be here with you even in difficult times. Sagittarius Venus-You like adventure, playfulness, and travel. In love, you will be very happy with a partner who will prepare a special surprise for you and who will enjoy life with you. Maybe someone who created a playlist for you. Aries Venus-Love can be something that takes you over and gives you a lot of passion but at the same time leaves space for you. A partner who will always be with you but at the same time understands your hot-bloodedness.

-Rebekah💗🌊

[theglowsociety]

Why Supporting Black-Owned Businesses in February (and Beyond) Matters

February is Black History Month—a time to honor Black culture, resilience, and achievements. But while most people recognize this designated time of celebration, it doesn’t dismiss the fact that we are Black 365 days a year. Our history and heritage don’t begin on February 1st and end on February 29th. We are the living, breathing manifestations of our ancestors’ dreams, and every day is an opportunity to uplift, support, and build upon the legacy they fought for. One of the most powerful ways to do that? Investing in Black-owned businesses.

Shopping Black-owned isn’t just about economics—it’s about empowerment, equity, and making a direct impact on our communities. When we prioritize Black businesses, we create generational wealth, amplify Black voices, and ensure that our culture thrives in every industry. Here’s why it matters:

1. Circulating Wealth in the Black Community

Did you know that the average dollar circulates in the Black community for only six hours before leaving? Compared to other communities, where money is reinvested locally for days or even weeks, this statistic highlights a major economic gap. When we intentionally support Black-owned businesses, we ensure that our money stays within our community, fostering job creation, homeownership, and financial stability. This isn’t just about individual success—it’s about uplifting entire neighborhoods.

2. Closing the Racial Wealth Gap

For centuries, systemic barriers—such as redlining, discrimination in banking, and limited access to business funding—have prevented Black entrepreneurs from building the same level of generational wealth as others. By choosing to shop Black-owned, we actively work to close this gap, ensuring that Black business owners have the resources they need to thrive and pass down wealth to future generations.

3. Honoring Our Ancestors’ Legacy Through Economic Power

Our ancestors fought for freedom, equality, and the right to build prosperous lives for future generations. Owning and supporting Black businesses is one of the strongest ways to honor their sacrifices. Imagine what they could have built if they had access to the opportunities we do now. When we invest in Black businesses, we are fulfilling their vision of self-sufficiency, success, and economic independence.

4. Strengthening Local Communities

Many Black-owned businesses are deeply rooted in their communities. They hire locally, mentor young entrepreneurs, and provide essential services to underserved areas. When we support these businesses, we don’t just help one entrepreneur—we help entire families, neighborhoods, and cities flourish.

5. Encouraging Sustainable Business Growth

The Black business community is filled with innovative, groundbreaking entrepreneurs who bring fresh perspectives to every industry. But without consistent support, these businesses often struggle to survive. When we make shopping Black-owned a long-term habit—not just a trend in February—we create sustainable demand, allowing these businesses to expand, create more jobs, and increase their impact.

6. Diversifying the Marketplace

Representation in business matters. When Black entrepreneurs thrive, they introduce products and services that cater to our culture, needs, and experiences—things often overlooked by mainstream corporations. Supporting Black-owned brands ensures that our voices are heard, our creativity is valued, and our influence is undeniable in every market.

7. Making a Statement with Our Dollars

Every dollar we spend is a vote for the kind of world we want to live in. Choosing Black-owned businesses is a way to demonstrate solidarity, support economic justice, and create real change in how wealth is distributed. Our spending power is massive—trillions of dollars strong—so let’s use it with intention.

How to Support Black-Owned Businesses Beyond February

• Shop Intentionally – Research Black-owned brands, businesses, and services in your area and online.

• Spread the Word – A simple shoutout or recommendation on social media can bring a Black business new customers.

• Invest Beyond the Holidays – Make it a lifestyle, not just a seasonal act. Support Black businesses year-round.

• Leave Reviews & Feedback – Positive reviews help small businesses gain credibility and attract more customers.

• Attend Black Business Markets & Events – Show up, engage, and contribute to the growth of Black entrepreneurs.

• Mentor & Support Aspiring Black Entrepreneurs – Share resources, offer guidance, and help build the next generation of Black business leaders.

It’s a Movement, Not a Moment

February is a powerful reminder to celebrate Black excellence, but our commitment to supporting each other shouldn’t stop when the month ends. We are Black every day, and we carry the dreams of our ancestors in everything we do. Shopping Black-owned is just one of many ways to live out their legacy and build a future where Black success isn’t the exception—it’s the standard. Let’s make supporting Black businesses not just an annual tradition, but a lifelong commitment to community, growth, and generational wealth.

[justinspoliticalcorner]

The Guardian:

Research published in the Lancet medical journal estimates that the death toll in Gaza during the first nine months of the Israel-Hamas war was about 40% higher than numbers recorded by the Palestinian territory’s health ministry. The peer-reviewed statistical analysis was conducted by academics at the London School of Hygiene & Tropical Medicine, Yale University and other institutions, using a statistical method called capture-recapture analysis. The researchers sought to assess the death toll from Israel’s air and ground campaign in Gaza between October 2023 and the end of June 2024, estimating 64,260 deaths due to traumatic injury during this period. The study said 59.1% were women, children and people over the age of 65. It did not provide an estimate of Palestinian combatants among the dead. Up to 30 June last year, the health ministry in Gaza reported a death toll of 37,877 in the war, which began on 7 October 2023 after the Hamas-led attack on southern Israel in which 1,200 people were killed and more than 250 taken hostages. According to Palestinian health officials, a total of more than 46,000 people have been killed in the Gaza war, from a prewar population of about 2.3 million. It has not been possible for international media to independently verify the death toll in Gaza as Israel does not allow foreign journalists into the territory. A senior Israeli official, commenting on the study published on Friday, said Israel’s armed forces went to great lengths to avoid civilian casualties. “No other army in the world has ever taken such wide-ranging measures,” the official said. “These include providing advance warning to civilians to evacuate, safe zones and taking any and all measures to prevent harm to civilians. The figures provided in this report do not reflect the situation on the ground.” The Lancet study said the Palestinian health ministry’s capacity for maintaining electronic death records had previously proven reliable, but deteriorated under Israel’s military campaign, which has included raids on hospitals and other healthcare facilities and disruptions to digital communications. Israel accuses Hamas of using hospitals as cover for its operations, which the militant group denies. The study used death toll data from the health ministry, an online survey launched by the ministry for Palestinians to report relatives’ deaths, and social media obituaries to estimate that there were between 55,298 and 78,525 deaths from traumatic injuries in Gaza up to 30 June 2024.

The study’s best estimate was 64,260 dead, which would mean the health ministry had under-reported the number of deaths to that point by 41%. The estimate represented 2.9% of Gaza’s prewar population, “or approximately one in 35 inhabitants”, the study said. The figure is only for deaths from traumatic injuries and does not include deaths from a lack of healthcare or food, or the thousands believed to be buried under rubble.

The Lancet’s study reveals that the death toll in Gaza is significantly higher than the official numbers, leading to the credence of claims that the death toll is undercounted.