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
Search & Filter
Unverified Claim
3,221 comments
The USA wants War. That’s why we are cutting programs. To help pay for it. I’m guessing
The USA wants War. That’s why we are cutting programs. To help pay for it. I’m guessing
Presents unsubstantiated claim that US wants war and Canada is cutting programs to fund it, framed as speculation.
@stevenruiz6507
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
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 Xi and Putin in bed together
Trump Xi and Putin in bed together
Makes a specific factual assertion about political leaders conspiring together without evidence, presented as a conspiracy claim.
@joserizal9845
Mar 4, 2025
Reporters keep saying that the deterioration of U.S. and Canada relationship is exactly what their adversaries want…. But they are getting this wrong. Trump and Putin are NOT adversaries! They are alleis! \nTrump is planning …
Reporters keep saying that the deterioration of U.S. and Canada relationship is exactly what their adversaries want…. But they are getting this wrong. Trump and Putin are NOT adversaries! They are alleis! \nTrump is planning to do to his neighbors exactly what Putin is doing to Ukraine. The USA is now a dictatorship just like Russia.
Makes specific factual claims about Trump-Putin alliance and US dictatorship without evidence, while comparing US and Russia.
@raphaelmoretti71
Mar 4, 2025
20 thousands students from India missing
20 thousands students from India missing
Presents a specific numerical claim ('20 thousands students from India missing') without context or evidence, suggesting a factual assertion requiring verification.
Unverified Claim
0.68
SuckaDiversity
Oct 3, 2025
This is what Putin wants, and trump is going to give it too him
This is what Putin wants, and trump is going to give it too him
Asserts a conspiracy claim (Putin's influence over Trump) presented as fact without evidence.
@robertshade9153
Mar 4, 2025
Canada is American puppet
Canada is American puppet
Makes an unsubstantiated geopolitical claim about Canada's relationship to America without evidence.
harishparbhoo2968
Apr 16, 2025
Mr. Trumps tariffs are designed to hurt global economics, such that it's easier for Putin to win in Europe.
Mr. Trumps tariffs are designed to hurt global economics, such that it's easier for Putin to win in Europe.
Makes a specific causal claim about Trump's tariffs being designed to benefit Putin without evidence.
@_general_error
Mar 4, 2025
Comrade Donald, what do the Russians have on you?
Comrade Donald, what do the Russians have on you?
Presents an unsubstantiated conspiracy theory (Russians having leverage) framed as a sarcastic question.
@davidzavaglia5820
Mar 4, 2025
Alberta having the India BRATS over populated drug trafficking from India problem.
Alberta having the India BRATS over populated drug trafficking from India problem.
Makes unverified claims linking Indian immigrants to drug trafficking and overpopulation without evidence.
bff1586
Oct 23, 2025
Wasn’t we 1 of your criminal Ponzi schemes TWOODO
Wasn’t we 1 of your criminal Ponzi schemes TWOODO
Makes an unsubstantiated accusation of criminal wrongdoing (Ponzi scheme) without evidence or specifics.
@bradybenton67
Mar 4, 2025
Many white people wanted Trump to win so they could dominate minorities like they used to. Thats a big reason he won. All other reasons are of lesser importance to them.
Many white people wanted Trump to win so they could dominate minorities like they used to. Thats a big reason he won. All other reasons are of lesser importance to them.
Unsubstantiated claim about Trump voters' racial motivations presented as fact without evidence.
@espn2829a
Mar 4, 2025
CNN is a globalist propaganda gaping maw.
CNN is a globalist propaganda gaping maw.
Makes an unsubstantiated claim about CNN being propaganda without evidence or specifics.
@Caesar_Himself
Mar 4, 2025
All by design.
All by design.
Vague conspiracy insinuation suggesting immigration is intentionally orchestrated without providing specifics or evidence.
tuckersdadnb
Feb 18, 2026
USA is in bed with RUSSIA!!!!!!!
USA is in bed with RUSSIA!!!!!!!
Makes a specific factual claim about US-Russia collusion presented without evidence or elaboration.
@Actingbadly
Mar 4, 2025
Russian asset, *_Agent Orange_* has succeeded in the isolation and the beginning of the fall of the United States. \n_Trudeau did not only speak for Canada, _*_he spoke for the entire free world_*
Russian asset, *_Agent Orange_* has succeeded in the isolation and the beginning of the fall of the United States. \n_Trudeau did not only speak for Canada, _*_he spoke for the entire free world_*
Makes unsubstantiated claims about Trump being a 'Russian asset' and causing US decline, presented as fact without evidence.
@spoiltchild79
Mar 4, 2025
Trump wants to bankrupt businesses so that he or his people can buy them.
Trump wants to bankrupt businesses so that he or his people can buy them.
Makes a specific factual claim about Trump's business motivations without evidence, presented as established fact.
@adelinabeganu
Mar 4, 2025
GOOGLE on the internet: TOP US PSYCHIATRISTS and PSYCHOLOGISTS (publicly) DIAGNOSE Trump.
GOOGLE on the internet: TOP US PSYCHIATRISTS and PSYCHOLOGISTS (publicly) DIAGNOSE Trump.
Directs readers to search for alleged public diagnoses by psychiatrists without providing evidence or specific sources.
Unverified Claim
0.68
@joni-s4h
Mar 4, 2025
Trump Signed the current trade deal into law back in 2018... listen to him now.
Trump Signed the current trade deal into law back in 2018... listen to him now.
Presents a specific factual claim about Trump signing a trade deal in 2018 without evidence, implying inconsistency in his current position.
@MrBiggtonyc
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)