Research Tools
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
Wake up everyone, as an American citizen, I'm telling you Trump is a TRAITOR to our country and is creating a New World Order with Putin and Russia!
Wake up everyone, as an American citizen, I'm telling you Trump is a TRAITOR to our country and is creating a New World Order with Putin and Russia!
Makes conspiratorial claims about Trump creating a 'New World Order' with Putin without substantiation.
@AG-6969
Mar 4, 2025
the guy on the bike is full of shit. you're far more likely to be raped in Canada by a cacausian male than an African. the africans are trying to be on good behaviour so …
the guy on the bike is full of shit. you're far more likely to be raped in Canada by a cacausian male than an African. the africans are trying to be on good behaviour so that they can keep their visas. duh. And re: the number of Tims employees who are white: how many white Gen-Z Canadians do you see hoping to get a job at Tims vs. the number you can see who spend their entire day on their phones in their parents' basement?
Makes unsubstantiated statistical claims about rape rates and racial groups to counter perceived bias.
jclarke18
Jan 28, 2026
What do you expect? If you vote for an unstable narcissist whose been groomed by the KGB since 1987, don’t be surprised by ANY crazy action.
What do you expect? If you vote for an unstable narcissist whose been groomed by the KGB since 1987, don’t be surprised by ANY crazy action.
Makes specific unsubstantiated claims about Trump being groomed by the KGB since 1987 and being a narcissist, presented as factual premises.
@Ernoburger
Mar 4, 2025
Don't worry they are not muslims who operate crime racket of conversation, trapping girls Besides crime is everywhere and laws are also ❤
Don't worry they are not muslims who operate crime racket of conversation, trapping girls
Besides crime is everywhere and laws are also ❤
Makes unsubstantiated claims about Muslim immigrants and crime while attempting to deflect criticism.
yaduripuarya
Feb 11, 2026
Ok one thing, you do NOT want Indians working construction... For the rest yeah all good, they obviously want to get into the USA.
Ok one thing, you do NOT want Indians working construction... For the rest yeah all good, they obviously want to get into the USA.
Makes a stereotypical generalization about Indian workers' competence while acknowledging broader immigration concerns.
wilMar7218
Jan 27, 2026
Just to be clear, these are the tariffs Canada has imposed on the USA for years: Milk: 270% Cheese: 245% Butter: 298% Chicken: 238% Sausages: 69.9% Barley seed: 57-57.8% Copper: 48% Aluminum: 45% Steel: 25% …
Just to be clear, these are the tariffs Canada has imposed on the USA for years: Milk: 270% Cheese: 245% Butter: 298% Chicken: 238% Sausages: 69.9% Barley seed: 57-57.8% Copper: 48% Aluminum: 45% Steel: 25% Cars: 45% TVs: 45% Eggs: 163% Wheat: 94% Bovine/Meat: 26.5% Source : Global Affairs Canada\n\nTaken off another thread
The comment presents specific tariff percentages as factual claims with a source citation, but lacks verification and appears designed to counter the narrative with disputed statistics.
@garethmckerrell6888
Mar 5, 2025
Trump's grandfather and father were gangsters. He know more than anybody how to operate a criminal gang.
Trump's grandfather and father were gangsters. He know more than anybody how to operate a criminal gang.
Makes a specific factual claim about Trump's family history being gangsters without evidence to support the assertion.
Unverified Claim
0.75
@mrbrianbray
Mar 4, 2025
Trump's intention is to force foreign companies to move to the USA. Nothing to do with drugs or border control.
Trump's intention is to force foreign companies to move to the USA. Nothing to do with drugs or border control.
Asserts Trump's hidden economic motive without evidence, reframing stated policy rationales.
@shane2399
Mar 4, 2025
Krasnov(Trump) Putins employee in the White House. USA= West Russia.
Krasnov(Trump) Putins employee in the White House. USA= West Russia.
Makes unsubstantiated conspiracy claim equating the USA with Russia and alleging a political figure is a foreign agent.
@st_zeno9489
Mar 5, 2025
It’s because Canada hasn’t stopped allowing fentanyl
It’s because Canada hasn’t stopped allowing fentanyl
Makes a specific factual claim about Canada's fentanyl policy without evidence, presented as causal explanation.
@preethiarthur8817
Mar 4, 2025
Trump cheated his way into office. He openly admitted to rigging it. What can everyday people do against a government we didn't even really vote for and that doesn't follow actually rules or laws???
Trump cheated his way into office. He openly admitted to rigging it. What can everyday people do against a government we didn't even really vote for and that doesn't follow actually rules or laws???
Makes unsubstantiated claim about Trump admitting to rigging elections, framed as factual assertion.
@matchamate
Mar 4, 2025
No one wants to do business with Trudeau and WEF puppets. Go Truckers ❤
No one wants to do business with Trudeau and WEF puppets. Go Truckers ❤
Makes an unsubstantiated claim that Trudeau and government are 'WEF puppets' while also asserting political identity through truck convoy support.
@capedoctor
Mar 4, 2025
There are more Muslim in canada than Indians.
There are more Muslim in canada than Indians.
Specific factual assertion about religious demographic composition without evidence or source.
Unverified Claim
0.75
BrutCanada
Sep 19, 2025
Putin planted Trump more 20 yrs ago , the suspicion was always there his job is to weaken America and destroy their allies via the American presidency
Putin planted Trump more 20 yrs ago , the suspicion was always there his job is to weaken America and destroy their allies via the American presidency
Makes a specific conspiratorial claim about Putin planting Trump 20 years ago without evidence, framed as a security threat.
@trinistop.
Mar 4, 2025
300? I bet there is 30000
300?
I bet there is 30000
Suggests official statistics are drastically underestimated without evidence, implying hidden numbers.
SiriasisBand
Feb 18, 2026
Trudeau liberals NDP only answer to klaus Shwabe WEF SCUM reign and call election you fn parasitic vermin you gave war criminal Zelinskie 25 billion to wage war and wanting World War 3 ,open borders
Trudeau liberals NDP only answer to klaus Shwabe WEF SCUM reign and call election you fn parasitic vermin you gave war criminal Zelinskie 25 billion to wage war and wanting World War 3 ,open borders
Makes unsubstantiated conspiracy claims (WEF control, war criminal accusations) mixed with fear-based rhetoric about open borders and world war.
@RobertButt-b6d
Mar 4, 2025
trudeau was going to be impeached before he stepped down
trudeau was going to be impeached before he stepped down
Makes a specific factual claim about impeachment proceedings without evidence or context.
Unverified Claim
0.75
@beegreensgreens
Mar 4, 2025
farting to ISLAM and INDIA with wrapped thier head
farting to ISLAM and INDIA with wrapped thier head
Contains incoherent, inflammatory language targeting religious/ethnic groups with no factual basis, combining misinformation with identity-based framing.
kjo68
Feb 22, 2026
i don't see Indians asking for money and begging
i don't see Indians asking for money and begging
Makes a sweeping, unsubstantiated generalization about Indian immigrants' behavior that appears designed to contrast them favorably with other groups, combining stereotype with false claim.
Chano601
Feb 23, 2026
Justin, I don’t think you telling the man who is trying to stop World War III he’s a bad man. I think you are for trying to keep the war going so you can keep …
Justin, I don’t think you telling the man who is trying to stop World War III he’s a bad man. I think you are for trying to keep the war going so you can keep filling your pocket.
Makes unsubstantiated claim that Trudeau is prolonging war for personal financial gain without evidence.
@saveriomacri9464
Mar 4, 2025
Compare Videos
Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
Discourse Taxonomy
Category Distribution
Primary discourse type assigned to each comment
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
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)