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Discourse Analysis

Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.

Comments Labeled
44,412
of 487,977 total
Coverage
9.1%
of eligible comments
Categories Active
14
of 14 discourse types
Avg Confidence
0.807
classifier confidence
Model
Claude Haiku
multi-label classification

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Unverified Claim

3,221 comments
Page 54 of 162
The idea of these tariffs has one source - Putin...And two American puppets - Trump and Vance.
The idea of these tariffs has one source - Putin...And two American puppets - Trump and Vance.
Makes a specific factual claim (tariffs originate from Putin, Trump and Vance are puppets) presented without evidence, characteristic of conspiracy framing.
@VicfromOregon Mar 4, 2025
Diploma mills recruit for organized crime
Diploma mills recruit for organized crime
Unsubstantiated claim linking diploma mills to organized crime without evidence or context.
bramptoncrimevideos Jan 27, 2026
Yeap, @14:35, the "population bomb" is the "mass migrations". It's so obvious, it's a slap in your face from your own government. And who is in power right now (or is in monirity, but try …
Yeap, @14:35, the "population bomb" is the "mass migrations". It's so obvious, it's a slap in your face from your own government. And who is in power right now (or is in monirity, but try to be)?! Yeap. The same guy who inspired, who puppeteer True-dow, with the famous "You'll own nothing and you'll be happy..." (or, instead, because they will be happier). The same with who participated in this globalists ideol'Orgies of their goal of NWO, implementing a "Built-Back-Better" towards "the New". And to "Built-Back-Better", you got "to implode an old one". How about never teaching how the economy, encourage abortion clinics, putting in jail people whonsee through and oppose the "easiness of it"; and as we just see, how about encouraging migrants instead of our own population?! WHEN we hear them in parlement with their ethical codes, political correctness, Never you hear about "migrants allegence towards their hosts countries". Now, we're seeing progressive and fast, what's happening when we put God aside. I remember too well what was the globalists goals on their freaking agenda. This is perfect social-engineering, which is a worldwide crime. And those bunches of "not-voted-for, selves-titled-leaders" with no sens in human respect, are total Sociopaths social-engineers"; most of them using "crooked money-landring tools" through citizens taxpayers funds, as Soros does so well with the USA IRS coalition (DISCOVERED LATELY BY THE FBI; as if the didn't know before). Just keep in mind that Carney account for his securities are in foreign countries, not even in Canada, to escape tax income. No wonder most Canadians are starting to become USA citizens. Our own government sold Canada to foreigners. If in one shot, a sudden decision, Canadians were leaving at once Canada,...
Presents multiple unsubstantiated conspiracy claims about global elites, NWO agendas, and government manipulation without evidence, mixed with alarmist framing.
Marcello1b Aug 30, 2025
America is in a sad state of crisis. That guy Trump has been in bed with Russia since the 80s. He’s been bought and sold from the beginning. \nTheir goal is to bankrupt America and …
America is in a sad state of crisis. That guy Trump has been in bed with Russia since the 80s. He’s been bought and sold from the beginning. \nTheir goal is to bankrupt America and allow Russia to move in and take over the world from here. They plan to separate and divide the American people with race wars and financial instability. We as Americans must stand together to fight against the oligarchs. \nThe racist Trump supporters do understand once they achieve their goal. You will be the new “N-word “ in the situation. \n\n#freeamerica
Presents unsubstantiated conspiracy claims (Trump-Russia collusion since 1980s, plans for race wars) alongside calls for unity against oligarchs.
@robertmccarter3641 Mar 4, 2025
Liberals are trying to change Canada's population into a grocery store employee Workforce for the world economic forum
Liberals are trying to change Canada's population into a grocery store employee Workforce for the world economic forum
Makes a specific conspiratorial claim about Liberal intent to deliberately reshape Canada's workforce for the World Economic Forum without evidence.
acepath3001 Nov 21, 2025
I know 8 indians that workout at Planet Fitness that have expired visa and won't leave the country, Trudeau caused all of this...
I know 8 indians that workout at Planet Fitness that have expired visa and won't leave the country, Trudeau caused all of this...
Presents a specific anecdotal claim about visa overstays without evidence and attributes systemic blame to Trudeau, mixing personal observation with unsubstantiated causal assertion.
Canerican_2026 Jan 20, 2026
AS TRUMP STOPS THE WAR WITH RUSSIA. LITERALLY
AS TRUMP STOPS THE WAR WITH RUSSIA. LITERALLY
Makes a specific factual assertion ('TRUMP STOPS THE WAR WITH RUSSIA') presented without evidence or context, stated as established fact.
@earlmcintosh8520 Mar 4, 2025
This was done deliberately, the government knew this would happen! Now they have a ready made excuse for allowing everyone to stay. “We’re really backlogged so in order to facilitate new applications we’re going to …
This was done deliberately, the government knew this would happen! Now they have a ready made excuse for allowing everyone to stay. “We’re really backlogged so in order to facilitate new applications we’re going to rubber stamp all the old ones, dam covid really made a mess of things didn’t it” Liberal Government
Asserts unsubstantiated conspiracy theory that government deliberately created backlog to justify rubber-stamping applications.
pauloantunes8372 Jan 19, 2026
Trump is doing what Putin told him to do.
Trump is doing what Putin told him to do.
Makes a specific factual assertion about Trump following Putin's orders without providing evidence.
@edwardschmitt5710 Mar 4, 2025
I have an Indian friend in Canada. He told me that the driving license he got from India, all he had to do was register for the school and he got the license lol that's …
I have an Indian friend in Canada. He told me that the driving license he got from India, all he had to do was register for the school and he got the license lol that's probably why there are so many accidents.
Anecdotal claim about Indian licensing standards used to support a false stereotype about accident rates.
ShadowRap-y5l Jan 27, 2026
Skillful in scamming and being illegal😮
Skillful in scamming and being illegal😮
Makes a sweeping factual claim that immigrants are 'skillful in scamming and being illegal' without evidence.
nowhiningzone1675 Jan 19, 2026
Canada is literally 3rd world at this point. Your local rental ads are "Indian only" and everything reasonable is now $1700+ for a shoebox. Good luck finding work if youre not brown.
Canada is literally 3rd world at this point. Your local rental ads are "Indian only" and everything reasonable is now $1700+ for a shoebox. Good luck finding work if youre not brown.
Makes specific factual claims about rental discrimination and employment bias without evidence, framed through ethnic identity.
calebb7012 Jun 21, 2025
We are being run by a communist puppet of Putler laughing his head off in the kremlin and heaping praises on his KGB back 50 years ago for cherry picking Forest Dump and implementing everything …
We are being run by a communist puppet of Putler laughing his head off in the kremlin and heaping praises on his KGB back 50 years ago for cherry picking Forest Dump and implementing everything their wildest dreams could imagine \nAnd watch next step you will see Russia will be supplying oil to USA and other eras resources they stole from Ukraine
Makes specific unfounded claims about Trudeau being a communist puppet of Putin and implementing KGB plans without evidence, combined with threat framing.
@Appontv-y8h Mar 4, 2025
Trump wants to destroy Canadas economy so he can then start his plan to steal the country . Nothing to do with drugs . That was an excuse . \n\nStay Strong CANADA . \n\nBullies are …
Trump wants to destroy Canadas economy so he can then start his plan to steal the country . Nothing to do with drugs . That was an excuse . \n\nStay Strong CANADA . \n\nBullies are the easiest to beat . Abe Lincoln
Makes an unsubstantiated claim that Trump's real motive is to 'steal the country' rather than address drugs, while also calling for Canadian solidarity.
@kevinvincent2994 Mar 5, 2025
Satan's minions are operating the govts and all its systems. Do not expect anything righteous and good happening by them for mankind. They create the problems, people react and want solutions and then they implement …
Satan's minions are operating the govts and all its systems. Do not expect anything righteous and good happening by them for mankind. They create the problems, people react and want solutions and then they implement their preplanned abominable NWO agendas...Through "Immigration Reforms" they will implement the whole A.I. Digital ID solutions...DO NOT FALL FOR IT. DO NOT PARTAKE IN ANY OF THE NWO BEAST SYSTEMS
Makes multiple unverified conspiracy claims about government, Satan, NWO, and AI Digital ID implementation without evidence.
jackiejackie655 Nov 21, 2025
Trudeau, you should have never given Omar Carter $10 million for killing American soldiers. I don’t think Donald Trump ever forgot that.
Trudeau, you should have never given Omar Carter $10 million for killing American soldiers. I don’t think Donald Trump ever forgot that.
Makes a specific factual claim about Trudeau paying $10 million to Omar Khadr without evidence, presented as established fact.
@richpickard1680 Mar 5, 2025
Canada has no ICE so everyone is staying
Canada has no ICE so everyone is staying
Makes a false claim about Canada lacking immigration enforcement (ICE), presenting it as factual explanation for immigration patterns.
artifexdei3671 Jan 20, 2026
TRUDOLPH, another f ing GLOBALIST OPEN BORDER DAVOS WEF Agenda driven puppet.
TRUDOLPH, another f ing GLOBALIST OPEN BORDER DAVOS WEF Agenda driven puppet.
Makes unsubstantiated claims about Trudeau being a 'globalist' puppet controlled by WEF/Davos without evidence, a common conspiracy theory.
@1fluffypuss Mar 4, 2025
Maybe if Trudeau didn’t assist illegals (and fentanyl) flowing into our country we wouldn’t put tariffs on Canada. MAGA
Maybe if Trudeau didn’t assist illegals (and fentanyl) flowing into our country we wouldn’t put tariffs on Canada. MAGA
Makes specific factual claims about Trudeau assisting illegal immigration and fentanyl trafficking without evidence to justify tariffs.
@Blaser614 Mar 4, 2025
MOSOW AGENT GOVERNING AMERICA= MAGA??
MOSOW AGENT GOVERNING AMERICA= MAGA??
Makes an unsubstantiated claim that Trump's administration is controlled by Russian interests without evidence.
@RONALDO-k2l3r Mar 4, 2025
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Category Distribution

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Classifier Confidence

Distribution of confidence scores across all labeled comments

Discourse Over Time

Top 6 discourse types by month — how framing evolves over time

Category Co-occurrence

Which discourse types most frequently appear together on the same comment

Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
Identity Assertion
CNN 2,313
Tyler Oliveira 1,991
RocaNews 467
JamCan 274
Yoke Immigration Canada 89
Solidarity
CNN 4,297
Tyler Oliveira 400
RocaNews 75
JamCan 36
CTV Your Morning 32
Policy Critique
CNN 3,445
Tyler Oliveira 551
Toronto Sun 340
CTV News 268
RocaNews 235
Humor / Satire
CNN 2,078
Tyler Oliveira 1,667
RocaNews 241
Global News 89
CTV News 68
Fear / Threat
Tyler Oliveira 1,549
CNN 1,332
RocaNews 321
JamCan 204
Toronto Sun 118
Meta-Commentary
Tyler Oliveira 1,702
CNN 1,478
RocaNews 168
CTV News 81
JamCan 77
Unverified Claim
CNN 1,480
Tyler Oliveira 820
RocaNews 203
Yoke Immigration Canada 203
JamCan 152
Moral Argument
CNN 1,733
Tyler Oliveira 704
RocaNews 205
JamCan 73
CTV Your Morning 23
Classified by Claude Haiku (Anthropic) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)