QUID · TEXAS U.S. SENATE · OCT 3 - OCT 9, 2026
Seven days of conversation about James Talarico and Ken Paxton, split between posts that can be placed in Texas and posts from the rest of the country. At 1.1M posts this is the second largest corpus on the microsite, and the only race where the Republican reads better at home than the Democrat despite polling behind him.
Published polling, shown to set context. A poll asks a sample of voters which candidate they intend to support. Everything else on this page measures something different: the balance of positive and negative labeled posts about each candidate in the captured conversation. A candidate can lead the vote and still take the worse of the argument online, and where the two diverge this page explains the conversation, not the electorate.
Talarico leads the polling average by about 4 points while reading 47 points worse than Paxton inside Texas. This is the one race on the page where the result holds under every test applied: the single-subject re-run barely moves either man. Paxton is also the only candidate here who reads positive at home and negative nationally.
Net sentiment runs on the left axis from −100 to +100. Gold bars carry total daily volume for both candidates combined; hover any bar for the narratives driving that day. Volume more than doubles on Thursday and stays high. Paxton's line falls through the week to -30.5, his worst day, on Friday.
Texas reads Paxton slightly positive and Talarico 47 points worse, a gap that holds under every test applied to it.
Texas
23,303 unique authors · 1,630 original posts
(3% of volume; the rest are reposts and replies).
Sentiment from 12,510 labeled posts, 19.9% of this slice;
stored sample behind the labels 1,251 documents.
The steadiest damage to Paxton inside Texas is a sequence of recorded remarks released through the week, each one carried further than the last. Entitlements are the subject that travels furthest.
The slow drip of these Paxton clips is so bad for him. Now he's cutting Social Security and Medicare.
@JessicaTarlovOct 8Source
A recurring in-state thread is whether Paxton will debate at all. The president said he was ready to; Texas accounts pointed out he had already declined. It is the single most repeated factual dispute in his cells.
Trump says Ken Paxton is ready, willing and able to debate James Talarico. There's just one problem: Paxton has already declined.
@BrittanyinTexasOct 9Source
Where Texans argue for Paxton, the argument is almost never about Paxton. It is that Talarico would be worse, and it answers the impeachment and corruption charges by dismissing them as talking points.
Talarico would ruin Texas. We need Paxton in office. The millionaires-and-corporations and impeached-by-his-own-party lines are their whole argument.
@TeXsonJohnOct 8Source
Texas
25,116 unique authors · 1,830 original posts
(3% of volume; the rest are reposts and replies).
Sentiment from 18,400 labeled posts, 27.1% of this slice;
stored sample behind the labels 1,840 documents.
The dominant in-state criticism of Talarico mirrors the one aimed at Paxton: that he is not present. Each side spends much of the week accusing the other of hiding, and both claims circulate at scale.
You really need to be concentrating on James Talarico and where he is. Ken Paxton's not hiding.
@GenXTexasGalOct 9Source
Texans report being saturated by the same two commercials, and the volume of advertising is itself a complaint. It is a recurring note in his cells and it cuts against both campaigns.
We watch a decent amount of YouTube, and lately we've been absolutely bombarded by the same two political commercials.
@SalesManajerkOct 8Source
The support that exists for Talarico inside Texas is comparative rather than positive. He is described as the decent option against a corrupt one, which is a weaker register than the polling lead might suggest.
He is a decent person versus the corrupt Paxton.
@CarolSteel85561Oct 8Source
The same week reads differently depending on where you stand. Net sentiment is plotted from Texas on the left to the rest of the country on the right; the solid line counts every post naming a candidate, the dashed line counts only posts that name that candidate and not the other.
All posts naming the candidate Posts naming that candidate only
Paxton is the only candidate on this microsite who reads positive at home and negative nationally, +4.2 against -6.0, and the single-subject test moves him very little. Texas is more forgiving of him than the country is, but the margin is thin and his worst day is the last one.
Talarico reads -42.5 in Texas and -35.7 nationally while leading the polling average by about four points. The test does not rescue him, and the evidence suggests why: his support is expressed comparatively, as a preference over Paxton, while the criticism of him is expressed directly.
Geography, not party. Both columns cover the same week and the same two candidates; what separates them is which arguments actually travel.
Texas spends the week arguing about absence and advertising. Whether Paxton will debate, where Talarico is, and how many times the same two commercials can run. The substance that does appear is about entitlements and a legal settlement.
The national conversation happens largely in city subreddits and is unusually candid: Republicans saying they will not vote for Paxton, donors discussing why they gave, and a persistent argument that none of it will change the result.
Outside Texas both men turn negative, and Paxton falls furthest. He is the only candidate here who is positive at home and negative nationally.
Rest of United States
179,099 unique authors · 19,756 original posts
(5% of volume; the rest are reposts and replies).
Sentiment from 84,793 labeled posts, 21.1% of this slice;
stored sample behind the labels 12,884 documents.
The most engaged national material about Paxton is not from opponents. It is Texans and former Texans in city subreddits reporting that Republicans around them have quietly stopped defending him.
No one is proud of Paxton and many are excited about Talarico.
@RumRunnerMaxOct 3Source
The strongest positive item in Paxton's national cells is a legal settlement from his work as attorney general, carried by aggregator video channels rather than by his campaign.
Attorney General Ken Paxton secured $225 million from Teva, plus $75 million in Narcan for Texas.
GamePulse TVOct 6Source
A persistent counter-thread argues that visible discontent will not translate into votes, and that rural turnout decides the state regardless. It is scored positive toward Paxton because it predicts he survives.
People are getting way too excited thinking Republicans have turned on him, but a good bulk will be silent simply because they don't want to face backlash.
@bye_felipeOct 3Source
Rest of United States
194,075 unique authors · 16,462 original posts
(4% of volume; the rest are reposts and replies).
Sentiment from 120,670 labeled posts, 27.9% of this slice;
stored sample behind the labels 15,044 documents.
Much of Talarico's national conversation happens in subreddits outside Texas, where the race is treated as a national event and his fundraising outside the state is part of the story.
The Talarico and Paxton campaign is national news. Paxton is such a bad candidate that we might see the first Democratic senator in Texas in decades.
@ShopUCWOct 4Source
His fundraising in Chicago drew comment from people who gave to it, framed as a message to donors rather than to voters. It is unusually candid material about how the race is financed.
Talarico raised millions in Chicago and a PAC supported him. This is probably aimed at donors not voters.
@Every_Impact_8266Oct 4Source
The most repeated national criticism is structural rather than personal: that Republicans who have given up on Paxton will still not vote for a Democrat, and that rural turnout settles it.
A number of Republicans I know have outright said they will not vote for Paxton, but they also will not vote for Talarico.
@thewontondisregardOct 3Source
This page is the product of two different kinds of work. One half is data that no public API makes available; the other half is judgment about what the data does and does not support.
None of the following could be assembled from public endpoints inside a week.
The data does not interpret itself, and it arrives with traps in it.
Neither half can establish cause. This page measures what was said, how much of it there was, and who said it. It is not a poll, it does not model turnout, and it does not predict the November result.
primary: sentiment targeting, so the sentiment is scored
toward that named figure rather than toward the post as a whole.