Seven days of conversation about Xavier Becerra and Steve Hilton, split between posts that can be placed in California and posts from the rest of the country. Becerra leads the polling by double digits and loses the conversation by roughly 80 points in both halves. The reason is visible in the evidence: one campaign is producing most of the week's content, and it is not his.
TOTAL VOLUMEPosts, articles and comments across all geographies. Only 1% of the U.S. portion is original writing; the rest is reposts and replies.
+5.7
HILTON, NATIONALNet sentiment outside California. +43.6 on posts naming them alone.
-82.5
BECERRA, NATIONALNet sentiment outside California. -89.5 on posts naming them alone.
79K
BIGGEST DAYTuesday, Oct 6. Volume peaks at 79K as a Hilton campaign poll putting Becerra ahead by 5.6 points circulates against an independent survey showing ten.
What The Polls Say
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.
Independent Voter News · field date Oct 4, 2026 · 2,906 LV · margin of error 2.5 points
The widest gap on this page. Becerra leads the polling average by about 20 points while recording the most negative national cell measured anywhere on this microsite. Hilton's apparent weakness is an artifact: his −5.1 at home inverts to +49.3 on posts that name him alone, because the hostile posts are ones his own campaign wrote. Only 1 percent of this conversation is original writing.
The Week In One Line
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. Hilton swings 117 points across the week. Becerra never rises above -70 on any day, which is the flattest negative line on the microsite.
Hilton net sentimentBecerra net sentimentTotal posts, articles and comments
Inside California
California reads both men negatively, but not for the same reason. Hilton's figure is dragged down by posts that attack Becerra; Becerra's is not.
CALIFORNIA
Hilton
California
33,080posts
2,880 positive
3,190 negative
Hover a segment
12,961 unique authors · 610 original posts
(2% of volume; the rest are reposts and replies).
Sentiment from 6,070 labeled posts, 18.3% of this slice;
stored sample behind the labels 607 documents.
Top 3 narratives driving sentiment
1
A Campaign That Posts Like A Newsroom
POSITIVE DRIVER
Hilton's in-state figure is built from his own output. Cost-of-living reporting from named places and named people, published as campaign content and amplified by supporters. It is the most consistent content operation in any race on this microsite.
Everything I earn goes right into the gas. This mom in Crenshaw is a delivery driver. She pays $90 per fill-up, multiple times a week.
The sharpest in-state criticism of Hilton comes from the right, not the left. A Pride flag advertisement drew coverage of a Republican split over gay rights, and it is the one story in the week that costs him support among people otherwise inclined to vote for him.
Steve Hilton's controversial Pride-flag ad exposes a GOP rift on gay rights.
A recurring note in Hilton's in-state cells is resigned support: people saying they will vote for him while doubting both the campaign's honesty and its chances. It is unusual to see that register captured so clearly.
The sad thing is, this will not bother his supporters. Lying, which both sides do, is ubiquitous. I'm going to 100 percent vote for Hilton, but I won't get my hopes up.
11,915 unique authors · 520 original posts
(2% of volume; the rest are reposts and replies).
Sentiment from 5,870 labeled posts, 20.7% of this slice;
stored sample behind the labels 587 documents.
Top 3 narratives driving sentiment
1
The Absence Is The Attack
NEGATIVE DRIVER
The most repeated line about Becerra inside California is not about policy. It is about where he is not. Hilton's own account supplies it and thousands of accounts repeat it verbatim, which is why the claim appears in every cell of this race.
I've lost track of how many times Becerra has had a scheduling conflict. What conflict? He has nothing scheduled at all. I've been to all 58 counties.
Where the attack does become substantive it concerns Becerra's record running Health and Human Services, and specifically fraud in Medi-Cal. It is asserted rather than sourced, and it travels as a claim about competence.
Becerra's HHS unleashed Medi-Cal fraud on a massive scale. We found a fraudulent home health operation in West Hollywood in minutes.
69 stored documents support Becerra's in-state positive cell against 518 negative. The support that exists is transactional rather than enthusiastic, and often arrives as a preference between two options.
His policy positions are on his website. He recently just did a public debate. Becerra will be next governor and I will happily vote for him over Hilton.
The same week reads differently depending on where you stand. Net sentiment is plotted
from California 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
-10.8Steve HiltonCalifornia minus national · +5.7 on single-subject posts
Hilton's headline figures are the most misleading on this microsite. He reads -5.1 at home and +5.7 nationally, but 45 percent of his posts also name Becerra and those posts are attacks he authored. On posts naming him alone he is +49.3 and +43.6. The conversation is not hostile to Hilton; it is hostile, and he is the one producing it.
+6.0Xavier BecerraCalifornia minus national · +10.1 on single-subject posts
Becerra is the clearest case on the microsite of a front-runner losing the conversation outright. The single-subject test makes it worse rather than better, which rules out the usual explanation that his number is contaminated by attacks on his opponent. What it measures is a candidate who is largely absent from a conversation that another campaign is filling.
What each audience actually argues about
Geography, not party. Both columns cover the same week and the same two candidates; what separates them is which arguments actually travel.
IN CALIFORNIA
Cost Of Living, Named Streets, Named People
California argues in specifics: gas prices in Crenshaw, Skid Row, Medi-Cal billing, a Pride flag advertisement. Almost all of it originates from one campaign account and is carried by supporters rather than by press.
Fuel and grocery costsReported by the Hilton campaign as first-person encounters in named neighborhoods.
The missed appearancesThe "scheduling conflict" line, the single most repeated claim of the week.
Medi-Cal fraudThe one charge aimed at Becerra's federal record rather than his campaign.
The Pride flag adThe only story that cost Hilton support among his own voters.
REST OF THE U.S.
Two Polls And A Subreddit
Outside California the race is a question of whether it is close. Competing poll numbers did the work, and the only sustained argument happens in California subreddits read by people who live there.
The campaign poll5.6 points, released by Hilton, and the reason national interest spiked.
The independent surveyTen points, published the same week, and far less widely shared.
r/LosAngeles and r/sandiegoWhere the race is actually debated rather than asserted.
Proposition 40The billionaire tax both candidates oppose, and the week's only comparative reporting.
Both columns are reading the same campaign. Hilton sets the agenda in California and outside it, and Becerra's figures in both halves are largely a record of how that agenda landed rather than of anything he said.
The Rest Of The Country
Outside California the pattern is sharper still. Becerra's national cell holds 3,485 stored negative documents against 532 positive.
NATIONAL
Hilton
Rest of United States
205,442posts
21,622 positive
19,294 negative
Hover a segment
92,214 unique authors · 2,611 original posts
(1% of volume; the rest are reposts and replies).
Sentiment from 40,916 labeled posts, 19.9% of this slice;
stored sample behind the labels 4,668 documents.
Top 3 narratives driving sentiment
1
The Only Positive National Figure In The Race
POSITIVE DRIVER
Hilton is the sole candidate here reading above zero nationally, at +5.7, and the single -subject test lifts him to +43.6. National accounts are repeating his content without the hostile framing that his in-state cells carry.
I'm a 90s baby in California with an engineering degree and I am voting for Steve Hilton and fellow Republicans on the ballot.
The Hilton material that travels best outside California is about visible disorder in cities, framed as a failure of state government rather than as a policy proposal.
The feds raided Skid Row again today, but why isn't California doing anything about the rampant drugs and chaos on our streets?
The week produced a rare piece of straight comparative reporting, and its finding is that the two candidates who agree on almost nothing both oppose the same ballot measure.
Candidates for California governor differ on many issues, but both dislike Proposition 40's billionaire tax.
76,994 unique authors · 2,075 original posts
(1% of volume; the rest are reposts and replies).
Sentiment from 35,990 labeled posts, 22.4% of this slice;
stored sample behind the labels 4,017 documents.
Top 3 narratives driving sentiment
1
The Heaviest Negative On The Microsite
NEGATIVE DRIVER
At -82.5 across 36K labeled posts, this is the most negative national cell measured anywhere in these twelve races. It gets worse, not better, when posts naming Hilton are removed, so it is not an artifact of the two-name problem.
Coalition of California Hispanic and Latino voters condemn Xavier Becerra for lying about his family's immigrant story to pander to voters.
Almost all genuine two-sided discussion in the national cells happens in California subreddits. It is also the only place where Becerra's supporters make a case rather than a comparison, and where Hilton's framing is pushed back on directly.
I'm no Becerra fan but Hilton pointing the finger at him for being anti-immigrant reminds me of a Simpsons bit.
Two numbers circulated in the same week: a Hilton campaign poll putting Becerra 5.6 points ahead, and an independent survey putting him ten ahead. The contest between the two is most of what national accounts discussed about the race's actual standing.
Is California's governor race tightening? A Hilton campaign poll places Xavier Becerra ahead by only 5.6 points. A new independent survey gives Becerra a ten-point lead.
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.
What Quid made possible
None of the following could be assembled from public endpoints inside a week.
Half a million posts separated by geographyThe largest corpus on the microsite, split into in-state and national halves on the same week.
Sentiment scored toward the personEach candidate is defined once, centrally, with primary-term targeting, so an attack on Becerra is not counted as praise for Hilton.
Stored evidence per cell3,485 negative documents behind one cell and 69 positive behind another, which is how the lopsidedness became measurable.
The single-subject re-runEvery figure recomputed on posts naming one candidate only, which is what revealed the 54-point swing in Hilton's reading.
What Claude was responsible for
The data does not interpret itself, and it arrives with traps in it.
Not calling Hilton unpopularHis negative figure is produced by his own attack posts. The page leads with the single-subject result instead.
Not calling Becerra doomedHe leads the polling by double digits. The page states plainly that this measures conversation, not standing.
Naming the amplification1 percent of this corpus is original writing, the lowest share measured. Most of what looks like opinion is one account being repeated.
Separating allegation from reportingThe Medi-Cal and immigrant-story claims are presented as what was said, not as established fact.
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.
How to read this
Source. Quid, run against the full-resolution recent index. Each person is defined
by an ad-hoc boolean query with primary: sentiment targeting, so the sentiment is scored
toward that named figure rather than toward the post as a whole.
Window. Oct 3 - Oct 9, 2026, seven complete day buckets. Quid closes its day at 23:00 UTC and
ignores the timezone parameter, so each bucket covers roughly 23 hours of the labeled calendar day.
Net sentiment is (positive − negative) / (positive + negative) × 100, computed on
labeled posts only. Neutral posts are excluded from the meter but counted in the volume figures.
Sentiment coverage. Sentiment labels cover 18 to 20% of Hilton's posts and 21 to 22% of Becerra's.
Volume is not the problem in California; composition is. Becerra's in-state positive column holds 69 stored documents against 518 negative, so his figure is built on a lopsided base even though the overall base is large.
Classifier attribution is imperfect. In a two-candidate race most posts name both people, and
the classifier sometimes assigns a post's sentiment to the wrong subject, and several posts attacking one
candidate are labeled positive for them. Every soundbite shown here was read and placed against the narrative
it actually supports, but the donut and meter totals are the classifier's unedited output.
Twitter/X counts are projected ×10 from a 10% sample, so volume figures exceed the number of
individually stored documents. Counts and samples are never mixed inside one ratio.
Sensitivity test. 45% of Hilton's posts and 11% of Becerra's name both candidates, where the classifier can credit sentiment to the wrong one. Re-running every figure on posts that name one
candidate only separates the two men completely. Hilton moves from -5.1 to +49.3 at home and from +5.7 to +43.6 nationally, because 45 percent of his posts also name Becerra and those posts are hostile ones he wrote. Becerra moves the other way, to -79.4 and -89.5. Hilton's headline figures understate him; Becerra's overstate him.
Volume is amplification, not voices. Only 1% of posts are original; the rest are reposts and replies. Unique-author counts
are shown on every panel and are the better measure of how many people are actually talking.
Link integrity. Every source link on this page was checked for liveness at publication.
Exploratory. Figures may not match Quid's own dashboards exactly. Sentiment is a
measure of how people are talking, not a poll, and nothing here projects a November result.