33
People Involved
94%
Max Similarity
65%
Avg Similarity
6.1h
Time Window
High-coordination event — 33 tracked people pushed near-identical content simultaneously.
Twitter  20 Facebook  13

The Coordinated Message

Representative post — the message with the highest average semantic similarity to all others in the cluster

Representative post

Today, I am proud to sign @VP’s Pledge to Protect Americans from Fraud. EVERY official should join to stand up for the integrity of taxpayer dollars serving our most vulnerable. Accountability is here ⬇️ https://t.co/75yRS6ppkx

Moderate coordination (65% average similarity) — Posts share the same core narrative and key phrases, though accounts used somewhat different language to deliver the same message.

Posting Timeline

When each account posted — X axis = hours after the first post in the cluster

Each dot is a post. Hover for account name and message snippet. Dots from the same account appear on the same row.

All Posts in Cluster

One representative post per person, sorted chronologically

Twitter anchor 2026-10-15 15:29 UTC

Today, I am proud to sign @VP’s Pledge to Protect Americans from Fraud. EVERY official should join to stand up for the integrity of taxpayer dollars serving our most vulnerable. Accountability is here ⬇️ https://t.co/75yRS6ppkx

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Twitter 82% 2026-10-15 15:52 UTC

Protect taxpayers. Stop fraud. Preserve help for Americans who need it. 🇺🇸 I am signing @VP’s fraud pledge because every taxpayer dollar deserves accountability. At @USDA, we are committed to rooting out fraud across our programs and protecting assistance for the families who https://t.co/KzAwfB…

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Twitter 77% 2026-10-15 16:04 UTC

I’m proud to stand with @VP Vance and take the pledge to STOP FRAUD and protect taxpayer dollars. Will you join us? @HouseGOP passed my Stop Child Care Scams Act to protect vulnerable families and hold fraudsters accountable. The days of criminals exploiting American taxpayers https://t.co/OFd8XAM…

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Twitter 75% 2026-10-15 16:05 UTC

Hardworking Americans deserve accountability—NOT EXCUSES. We must expose fraud, hold cheaters accountable, and protect EVERY taxpayer dollar. I am proud to join @VP Vance and @WHFraudTF in their mission to COMBAT fraud and PROTECT American taxpayers! https://t.co/GEj0mLXeLd

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Facebook 65% 2026-10-15 16:10 UTC

Hardworking Americans deserve accountability—NOT EXCUSES. We must expose fraud, hold cheaters accountable, and protect EVERY taxpayer dollar. I am proud to join JD Vance and the White House Task Force to Eliminate Fraud in their mission to COMBAT fraud and PROTECT American taxpayers!

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Facebook 74% 2026-10-15 16:14 UTC

I’m proud to stand with VP JD Vance and take the pledge to STOP FRAUD and protect taxpayer dollars. Will you join us? House Republicans passed my Stop Child Care Scams Act to protect vulnerable families and hold fraudsters accountable. The days of criminals exploiting American taxpayers must END!

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Twitter 74% 2026-10-15 16:27 UTC

Count me in. As Montana’s State Auditor, I worked to protect seniors and consumers from scams and fraud. In Congress, I’ve continued that work by supporting efforts to recover taxpayer dollars and hold fraudsters accountable. Today, I signed @VP’s Pledge to Protect Americans

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Facebook 62% 2026-10-15 16:29 UTC

For too long, criminals have been allowed to defraud the government, steal billions from American taxpayers, and exploit our most vulnerable. Republicans are taking action to crack down on waste, fraud, and abuse and hold criminals accountable. I’m proud to stand with Vice President JD Vance as I t…

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Twitter 66% 2026-10-15 16:37 UTC

This @FBI is proud to help lead the war on fraud under @POTUS, @VP, and the @WHFraudTF. We’ve worked with our law enforcement partners at every level eliminating tens of billions in intended fraud losses - including six Most Wanted Fraudster arrests worth over $2 billion in https://t.co/ZHPFSIeke6…

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Twitter 79% 2026-10-15 16:50 UTC

Proud to support @VP’s Pledge to Protect Americans from Fraud. @Interior is cutting wasteful spending, terminating unnecessary contracts and streamlining bureaucracy to ensure taxpayer dollars are spent responsibly and deliver real value to the American people!

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Twitter 71% 2026-10-15 17:16 UTC

Sign @DeptVetAffairs up! Proud to stand with @VP in the fight to protect Veterans and taxpayers from fraud.

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Twitter 60% 2026-10-15 17:22 UTC

Criminals are now hearing a clear message thanks to @VP Vance and the @WHFraudTF: No amount of fraud is too small to prosecute. Republicans are making fighting fraud a top priority. We are protecting hardworking taxpayers and their money.

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Twitter 75% 2026-10-15 17:26 UTC

Major move today by @JDVance -- The VP's pledge to protect Americans from fraud is the right message at what is indisputably the right time. The Trump Administration is exposing the astonishing scope of fraud in America and delivering accountability where it is long overdue. The https://t.co/d5F8dK…

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Twitter 82% 2026-10-15 17:28 UTC

Principles we can all agree on. I’m proud to have signed @VP's pledge to combat fraud and protect American taxpayers. Republicans will not slow down. The War on Fraud continues. https://t.co/4Mx8UUUF5G

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Facebook 73% 2026-10-15 17:30 UTC

Principles we can all agree on. I’m proud to have signed Vice President JD Vance pledge to combat fraud and protect American taxpayers. Republicans will not slow down. The War on Fraud continues.

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Twitter 84% 2026-10-15 17:33 UTC

Taxpayers work too hard for their money to see it wasted on fraud. I’m proud to join @POTUS and @VP in the fight to protect hardworking Americans from waste, fraud, and abuse. We need accountability, stronger safeguards, and an end to taxpayer-funded fraud. @WHFraudTF https://t.co/OTF6bcyR3u

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Twitter 77% 2026-10-15 17:41 UTC

Today, I’m proud to join @POTUS and @VP JD Vance in taking the pledge to fight fraud and protect American taxpayers. Government benefits should go to those who are legally entitled to them, not fraudsters exploiting the system at the expense of hardworking Americans. Find the https://t.co/UGcoE8F7…

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Twitter 84% 2026-10-15 17:49 UTC

I am proud to join @VP in signing his pledge to protect vulnerable Americans, safeguard taxpayer dollars, and ensure those who abuse these programs face justice. We must put an end to fraud and protect these programs for the Americans who truly need them. https://t.co/AcW8av5QSx

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Twitter 85% 2026-10-15 17:52 UTC

I’m proud to join @VP in the pledge to protect hardworking Americans from waste, fraud, and abuse. Every dollar stolen through fraud is money taken from hardworking taxpayers and Americans who genuinely need assistance. @WHFraudTF https://t.co/QCFARYZXTr

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Facebook 74% 2026-10-15 17:53 UTC

I am proud to join Vice President JD Vance in signing his pledge to protect vulnerable Americans, safeguard taxpayer dollars, and ensure those who abuse these programs face justice. We must put an end to fraud and protect these programs for the Americans who truly need them.

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Twitter 77% 2026-10-15 17:57 UTC

Fraud steals from hardworking Alabama families and every American taxpayer. I’m proud to sign @VP’s pledge to protect Americans from fraud and ensure taxpayer dollars go to those who truly need them - not fraudsters exploiting the system. https://t.co/meS8Lqc72F

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Twitter 78% 2026-10-15 18:15 UTC

I have officially signed onto the VP’s anti-fraud pledge! May justice be swift against those abusing, exploiting and defrauding the American people. @VP @WHFraudTF https://t.co/wXmoJVyaeX

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Twitter 74% 2026-10-15 18:16 UTC

I’m proud to stand with @POTUS Trump and @VP Vance in the fight against fraud. At @TheJusticeDept, we are committed to investigating and prosecuting those who commit fraud against the American people, no matter the size or scope of the scheme. We will not tolerate anyone who https://t.co/NjiYX0PuyL…

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Twitter 61% 2026-10-15 18:29 UTC

JOIN THE FIGHT. @VP Vance is calling on ALL public officeholders — members of Congress, local and statewide officials — to seek out, prosecute, eliminate, fraud at every level. It's essential that Americans trust their government to protect their taxpayer dollars. https://t.co/q1Z9cK6lPk

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Facebook 62% 2026-10-15 19:43 UTC

Americans work hard for their paychecks, and they expect their tax dollars to go to law-abiding Americans in need, not illegal aliens and fraudsters. Those who steal from taxpayers and the vulnerable must be prosecuted and, if convicted, barred from ever receiving another dollar.   I signed VP Vance…

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Twitter 81% 2026-10-15 19:48 UTC

Today, I’m proud to join @VP in pledging to fight fraud. The days of scamming Americans out of hard-earned dollars are over, and the @WHFraudTF is working to protect taxpayers and hold fraudsters accountable. https://t.co/oifc4NbvGt

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Facebook 68% 2026-10-15 20:05 UTC

SIGN ME UP! 🇺🇸 Vice President J.D. Vance is putting fraudsters on notice. I’m proud to join the fight to protect American taxpayers from fraud.

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Facebook 57% 2026-10-15 20:44 UTC

Fighting fraud has been a top priority of mine, especially in my role as the Energy & Commerce Committee Republicans Oversight & Investigations Chair. Today, I’m joining Vice President JD Vance’s anti-fraud pledge – ensuring taxpayer dollars are protected and fraudsters are brought to justice.

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Facebook 76% 2026-10-15 20:45 UTC

The rampant fraud in our government programs is an abomination. Every dollar lost to fraud comes out of American taxpayers’ pockets. I signed the VP’s pledge and will work with the WH Fraud Taskforce to put an end to this outrageous theft and hold fraudsters accountable.

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Facebook 46% 2026-10-15 20:56 UTC

Proud to join Vice President JD Vance, the White House Task Force to Eliminate Fraud, and this administration in putting an end to the waste, fraud, and abuse plaguing Minnesota and this country.

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Facebook 60% 2026-10-15 20:58 UTC

The Trump-Vance administration has been laser focused on ending waste, fraud, and abuse. Today, I’ve signed Vice President Vance’s pledge to protect vulnerable Americans from fraud, stop the abuse of tax-payer funded social programs by illegal migrants, and stop the misuse of funds for luxury life…

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Facebook 60% 2026-10-15 21:21 UTC

Proud to join VP JD Vance in the fight against fraud. 🇺🇸 I’ll always protect Missourians and make sure taxpayer dollars go to those who earned them — not fraudsters.

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Facebook 70% 2026-10-15 21:33 UTC

Under President Trump, Republicans have been working to expose fraud across our nation. I am honored to sign Vice President JD Vance’s Anti-Fraud Pledge.

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