22
People Involved
99%
Max Similarity
74%
Avg Similarity
1.1h
Time Window
High-coordination event — 22 tracked people pushed near-identical content simultaneously.
Twitter  9 Facebook  9 Truth Social  4

The Coordinated Message

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

Representative post

Democrat James Talarico has defeated Republican Ken Paxton, flipping Texas’ U.S. Senate seat and ending more than three decades of Republican victories in statewide Senate races. T he historic win marks a major shift in Texas politics and delivers a significant gain for Democrats in the battle for control of the Senate. Stay with OAN for continuing Election Night coverage and results here: https:// live.oann.com/home.ktv?utm_sou rce=socials&utm_medium=social+media&utm_campaign=TRUTH

Moderate coordination (74% 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 73% 2026-11-04 03:15 UTC

*DEMOCRAT TALARICO WINS TEXAS SENATE RACE, DDHQ PROJECTS

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Twitter 73% 2026-11-04 03:20 UTC

BREAKING: DECISION DESK SAYS JAMES TALARICO PROJECTED TO WIN TEXAS SENATE RACE. https://t.co/wS7g0k3HI6

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Facebook 74% 2026-11-04 03:21 UTC

BREAKING: James Talarico has flipped Texas

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Facebook 75% 2026-11-04 03:23 UTC

BREAKING: NEWSMAX projects James Talarico to win the Texas Senate election.

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Truth Social 83% 2026-11-04 03:24 UTC

BREAKING: POLITICAL EARTHQUAKE: Talarico Defeats Ken Paxton in Texas Senate Race https://www. thegatewaypundit.com/2026/11/b reaking-talarico-defeats-ken-paxton-texas-senate-race/

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Twitter 82% 2026-11-04 03:26 UTC

BREAKING: POLITICAL EARTHQUAKE: Talarico Defeats Ken Paxton in Texas Senate Race https://t.co/403Ri7rMDe

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Truth Social 89% 2026-11-04 03:28 UTC

Just In: Democrat James Talarico wins U.S. Senate race in Texas, beating Republican Ken Paxton

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Twitter 89% 2026-11-04 03:29 UTC

Democrat James Talarico has defeated Republican Attorney General Ken Paxton for the Texas Senate seat. According to Decision Desk HQ, with 68% of votes counted, Talarico received 55.3% to Paxton’s 43%, marking the first time a Democrat has held the seat since 1988, writes https://t.co/p771c08xpx

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Twitter 86% 2026-11-04 03:29 UTC

James Talarico defeats Ken Paxton in Texas race for U.S. Senate. https://t.co/lcYL1YAltq

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Facebook 89% 2026-11-04 03:30 UTC

Democrat James Talarico has defeated Republican Attorney General Ken Paxton for the Texas Senate seat. According to Decision Desk HQ, with 68% of votes counted, Talarico received 55.3% to Paxton’s 43%, marking the first time a Democrat has held the seat since 1988. https://www.dailysignal.com/2026/…

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Facebook 84% 2026-11-04 03:30 UTC

James Talarico defeats Ken Paxton in Texas race for U.S. Senate.

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Facebook 80% 2026-11-04 03:31 UTC

BLOODBATH: Democrat James Talarico is projected to flip Texas's Senate seat, beating Ken Paxton, per Decision Desk HQ.

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Twitter 85% 2026-11-04 03:31 UTC

BLOODBATH: Democrat James Talarico is projected to flip Texas's Senate seat, beating Ken Paxton, per Decision Desk HQ. https://t.co/YatSmXihZU

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Twitter 59% 2026-11-04 03:38 UTC

The voters have spoken, and I want to extend my congratulations to James Talarico on his election to the U.S. Senate. I look forward to meeting him and offering my assistance with his transition as he prepares to serve Texans in the U.S. Senate.

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Facebook 78% 2026-11-04 03:47 UTC

BREAKING NEWS: Talarico beats Paxton, ending Democrats’ Texas 30-year drought in statewide elections

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Twitter 76% 2026-11-04 04:03 UTC

James Talarico turns Texas blue with defeat of Republican Ken Paxton https://t.co/LuxY5Bukkt https://t.co/KhnttQbYdI

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Truth Social anchor 2026-11-04 04:07 UTC

Democrat James Talarico has defeated Republican Ken Paxton, flipping Texas’ U.S. Senate seat and ending more than three decades of Republican victories in statewide Senate races. T he historic win marks a major shift in Texas politics and delivers a significant gain for Democrats in the battle for c…

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Truth Social 78% 2026-11-04 04:10 UTC

Talarico beats Paxton, ending Democrats' Texas 30-year drought in statewide elections https://www. washingtontimes.com/news/2026/ nov/3/james-talarico-beats-ken-paxton-ending-democrats-texas-30-year/

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Facebook 81% 2026-11-04 04:11 UTC

BREAKING: The Fox News Decision Desk can project that James Talarico will defeat Republican Attorney General Ken Paxton in the Texas Senate race. Download the Fox News app now for live race calls and results: https://foxnews.onelink.me/xLDS/pgnihyc0

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Facebook 89% 2026-11-04 04:11 UTC

Breaking: Talarico Defeats Paxton to Flip Texas Senate Seat Democrat James Talarico is the first Democrat to win the Texas Senate seat since 1988.

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Twitter 78% 2026-11-04 04:15 UTC

"James Talarico is the first Democrat since 1994 to win a statewide election in Texas while trying to make sure no one goes through his search history for the next six years in the US Senate." - @SteveDeaceShow https://t.co/Kex84U4ULA

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Facebook 79% 2026-11-04 04:23 UTC

TEXAS GOES BLUE: Democrat James Talarico has won the Texas Senate seat over state Attorney General Ken Paxton (R).

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