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
Its donald trump and president elon musk causing this problems folks.
Its donald trump and president elon musk causing this problems folks.
Makes an unsubstantiated causal claim that Trump and Musk are causing Canada's immigration problems without evidence.
@billwilliams6316
Mar 4, 2025
It makes a lot of sense. Trump love Putin because Putin owns him.
It makes a lot of sense. Trump love Putin because Putin owns him.
Makes a specific factual claim about Trump-Putin relationship ('Putin owns him') presented without evidence.
Unverified Claim
0.70
@douglasdavis7602
Mar 4, 2025
Russia was never our enemy. Its fukcing NATO
Russia was never our enemy. Its fukcing NATO
Asserts Russia was never America's enemy and blames NATO, presenting geopolitical claims without supporting evidence.
@Hellspawn1212
Mar 4, 2025
indians are at least dont have their religious agenda.. the problem is the scale, if it was a third or forth the numbers there wouldnt be an issue
indians are at least dont have their religious agenda.. the problem is the scale, if it was a third or forth the numbers there wouldnt be an issue
Makes unsubstantiated claims about Indian immigrants' religious agendas and suggests scale-based concerns without evidence.
dave23720
Oct 23, 2025
donny just hates Canada now because his kissing putins A** and Canada let the Ukraine's in that fled no wonder the big maple leaf is under fire
donny just hates Canada now because his kissing putins A** and Canada let the Ukraine's in that fled no wonder the big maple leaf is under fire
Makes unsubstantiated claims about Trump's motivations (Putin allegiance) and Canada's Ukraine policy without evidence.
@jimmymac5723
Mar 4, 2025
Cleaner yet they are still dirty
Cleaner yet they are still dirty
Makes a derogatory and unsubstantiated generalization about a group of people without evidence or context.
Unverified Claim
0.70
NOTabugspy
Feb 18, 2026
Trump is the true Manchurian Candidate. The movie and book had nothing on him ?
Trump is the true Manchurian Candidate. The movie and book had nothing on him ?
Makes an unsubstantiated conspiracy claim comparing Trump to a fictional foreign agent, implying hidden control.
@robertspivey4631
Mar 4, 2025
GOD SAYS …..UNITED STATES WILL SAVE CANADA AND BOOT ? OUT Trudeau AND THERE ELITES THAT CONTROLS THEM THE TARRIFFS ARE TO GET THE EVIL OUT OF CANADA
GOD SAYS …..UNITED STATES WILL SAVE CANADA AND BOOT ? OUT Trudeau AND THERE ELITES THAT CONTROLS THEM THE TARRIFFS ARE TO GET THE EVIL OUT OF CANADA
Makes unsubstantiated claims about Trudeau and elites controlling Canada, framed through religious/moral language without evidence.
@rosemarieloop6257
Mar 4, 2025
It wouldn’t have cost this much to deal with this had the liberal government allowed so many terrorists in at the beginning. Don’t forget the 2 Isis fighters caught in summer of 2023 who were …
It wouldn’t have cost this much to deal with this had the liberal government allowed so many terrorists in at the beginning. Don’t forget the 2 Isis fighters caught in summer of 2023 who were given papers to come into Canada in 2016 by none other than this very liberal government. Immigration minister Marc miller who is still a cabinet mp in a different position
Makes claims about ISIS fighters and immigration minister approval that require verification; blames liberal government for security failures.
krism1815
Feb 18, 2026
Trump la marionnette de poutine
Trump la marionnette de poutine
Makes a specific factual assertion (Trump is Putin's puppet) without evidence.
Unverified Claim
0.70
@gaetanogiambarresi9967
Mar 4, 2025
I think Trudeau is the only one Canadian guilty of this problem. A French official disguised as a religious man was involved in drug trafficking with the Miami baggage handlers. He even commissioned the baggage …
I think Trudeau is the only one Canadian guilty of this problem. A French official disguised as a religious man was involved in drug trafficking with the Miami baggage handlers. He even commissioned the baggage handler to commit domestic terrorism for the benefit of France. Air Force pilots died as kamikazes to destroy the drugs while CLEANTOWN prevented the FBI from raiding Arkansas as usual under the pretext of religion. The worst thing is that this pretext did not prevent women and children from being burned in the Davidians as the ASOVs do in Ukraine. Submitting to the French government when they are going to have an import tax is allowing French products to pass through Canada to avoid paying tax. To be sure that this does not happen, they do not need a vassal of France who follows the liars, and this is not a hypothesis, it is a fact that a Canadian, either disguised customs, or director of 2 wheels, can confirm not the arrest of the baggage handler who traced the trail but the domestic HATRED of these so-called gentry French, the friend of the haters of the KKK of France is not a quality of security and alliance against hatred and sure that the taxe will be apply to the hatred.
Makes multiple unsubstantiated factual claims about drug trafficking, terrorism, and government conspiracies without evidence.
Unverified Claim
0.70
@davidrobertmekhalian8993
Mar 4, 2025
Yall forgot about scamming??
Yall forgot about scamming??
Raises an unsubstantiated claim about immigrants engaging in scamming as a missing element of the discussion.
BandoArmsChannel
Jan 27, 2026
You mean you only catch 1% ?
You mean you only catch 1% ?
Presents a specific factual claim (catching only 1% of something) without evidence, likely about immigration enforcement.
Unverified Claim
0.70
@dannypayne208
Mar 4, 2025
canada goverment wants this to happen
canada goverment wants this to happen
Makes an unsubstantiated claim that the Canadian government intentionally caused immigration issues without providing evidence.
ShitboxNation
Jan 27, 2026
So Putin lied …. I mean Putins Bit ch lied about imposing tariffs if Canada and Mexico didn’t do something about the flow of fentanyl to the US and now that they did. He played …
So Putin lied …. I mean Putins Bit ch lied about imposing tariffs if Canada and Mexico didn’t do something about the flow of fentanyl to the US and now that they did. He played them both ?.
Makes an unsubstantiated claim that Putin manipulated Canada and Mexico regarding tariff threats and fentanyl policy without evidence.
@GoldenSte
Mar 4, 2025
India is like Zionist Israel which wants to control all aspects of life
India is like Zionist Israel which wants to control all aspects of life
Makes a sweeping, unsubstantiated comparison between India and Israel using inflammatory language.
IvanCuex
Feb 23, 2026
This is what happens when a convicted criminal is president and South African slave owner run the country.
This is what happens when a convicted criminal is president and South African slave owner run the country.
Makes unsubstantiated claims about criminal status and ownership/control of government without evidence.
@rbutch950
Mar 4, 2025
When you consider what the yearly payouts for propagandist media are, $78 million is pocket change.
When you consider what the yearly payouts for propagandist media are, $78 million is pocket change.
Makes an unsubstantiated claim about media funding ('yearly payouts for propagandist media') without evidence while critiquing government spending.
alweedo8377
Dec 30, 2025
Yes it doesn’t make sense , Putin suport and against allies
Yes it doesn’t make sense , Putin suport and against allies
Asserts without evidence that a political figure supports Putin and opposes allies, a conspiracy-adjacent claim.
@davidgg8462
Mar 4, 2025
Manusmriti 11.149: States that a Brahmin who accidentally drinks water left by a Shudra must undergo a purification ritual (drinking water boiled with Kusa grass for three days).
Manusmriti 11.149: States that a Brahmin who accidentally drinks water left by a Shudra must undergo a purification ritual (drinking water boiled with Kusa grass for three days).
Posts another religious text quote out of context, appearing to support caste-based discrimination through selective scriptural citation.
Unverified Claim
0.70
GrambanglaRestaurant
Feb 23, 2026
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)