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
USA government is looking for revenue to put into the federal crypto reserves to make the oligarchs richer
USA government is looking for revenue to put into the federal crypto reserves to make the oligarchs richer
Makes unsupported conspiratorial claim about US government motives (crypto reserves, oligarch enrichment) without evidence.
@patriciapanone940
Mar 4, 2025
Yet today Trudeau said that there was no illegal immigrants crossing from Canada to the United States dude is such a lying ass b****
Yet today Trudeau said that there was no illegal immigrants crossing from Canada to the United States dude is such a lying ass b****
Makes a specific factual claim about Trudeau's statement regarding illegal immigration without providing evidence, then adds a personal attack.
@jeremycanterohioprospecting
Mar 4, 2025
Krasnov Trump says repeatedly its America First, but his actions have clearly shown from his actions its Russia First
Krasnov Trump says repeatedly its America First, but his actions have clearly shown from his actions its Russia First
Makes a specific factual claim that Trump's actions prioritize Russia over America without providing evidence, suggesting hidden allegiances.
@rrw-qk1xk
Mar 4, 2025
Trump is a disaster capitalist. Him and his cronies will be shorting various stocks and indexes which will be falling from which they can make millions of dollars on each trade.
Trump is a disaster capitalist. Him and his cronies will be shorting various stocks and indexes which will be falling from which they can make millions of dollars on each trade.
Makes a specific factual claim about Trump and associates engaging in stock manipulation without evidence, presented as assertion.
@pastyman001
Mar 4, 2025
He is just lieing we don't need shit from canada
He is just lieing we don't need shit from canada
Makes an unsubstantiated factual claim ('we don't need shit from canada') presented without evidence.
@benshreve9683
Mar 4, 2025
US President Krasnov-Trump appears to have but one mission: dismantle the USA
US President Krasnov-Trump appears to have but one mission: dismantle the USA
Makes a specific factual claim about a political figure's intentions without evidence, presented as established fact.
@Joe_Terra_Citizen
Mar 4, 2025
His father was a rapist
His father was a rapist
Makes a specific factual claim about someone's father without evidence or context.
Unverified Claim
0.70
@ChutneyInc.
Mar 4, 2025
He gives no Fs about fentanyl he wants your land gonna squeeze you in hopes that you will join the US and if you like Healthcare I would say dont do it no matter what
He gives no Fs about fentanyl he wants your land gonna squeeze you in hopes that you will join the US and if you like Healthcare I would say dont do it no matter what
Makes a conspiracy-like claim that Trudeau wants Canadian land and is pushing annexation, presented without evidence.
@npg117
Mar 4, 2025
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
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
The old stock Indians would likely welcome mass deportations of the rabble that flooded Brampton in the last 5 years.
The old stock Indians would likely welcome mass deportations of the rabble that flooded Brampton in the last 5 years.
Makes an unsubstantiated claim about what 'old stock Indians' would support regarding mass deportations without evidence.
ericyuan9718
Sep 19, 2025
These Tarrifs are Part of Putin's attack on the West, carried out by his chief operative. Thats' the only way it makes sense! Scrap these border investments, there is no problem to solve, and Canada …
These Tarrifs are Part of Putin's attack on the West, carried out by his chief operative. Thats' the only way it makes sense! Scrap these border investments, there is no problem to solve, and Canada can better use the money now!
Makes an unsubstantiated conspiracy claim linking tariffs to Putin while critiquing border investment policy.
@johnadey3696
Mar 5, 2025
I think the king is trying to hurt America to get back at the Democrats
I think the king is trying to hurt America to get back at the Democrats
Makes a specific factual claim about political motivation without evidence.
Unverified Claim
0.70
@bernardjones5950
Mar 4, 2025
All of this just benefits russia and china..stinky don aka Krasnov is a traitor!!
All of this just benefits russia and china..stinky don aka Krasnov is a traitor!!
Makes unsubstantiated claims about geopolitical consequences and character assassination without evidence, framed as factual assertion.
@PhillipV-qm4mf
Mar 4, 2025
MAGA Russian puppets
MAGA Russian puppets
Unsubstantiated accusation linking Trump supporters to Russia without evidence.
@scottishtwin8809
Mar 4, 2025
Don the Dragon's mouth piece. God gave the American Faux Church. The king that they chose. Read 1 Samuel 8:18. & Isaiah 29:10,11
Don the Dragon's mouth piece. God gave the American Faux Church. The king that they chose. Read 1 Samuel 8:18. & Isaiah 29:10,11
Makes unsubstantiated claims about political leadership and religious prophecy without evidence.
@WilliamBeers-t2q
Mar 4, 2025
trump and maga are not protectees of americans or america, they are only self serving.\nfentynel is bs, trumps candy man ronnie was doling out fentenyl right in the white house with no count maintained. no …
trump and maga are not protectees of americans or america, they are only self serving.\nfentynel is bs, trumps candy man ronnie was doling out fentenyl right in the white house with no count maintained. no individual it was given to, nothing, except for the annual report, it was there during trump/maga admin. gone when they gone. there is a date it was given, to whoever? in the white house.
Makes specific factual claims about fentanyl distribution in the White House without evidence, while criticizing Trump administration policies.
@carolyn-u7b
Mar 4, 2025
This guy is a lier, im in the mission, and their is drug over dose everyday, they r stopping nothing
This guy is a lier, im in the mission, and their is drug over dose everyday, they r stopping nothing
Makes an unsubstantiated claim that a leader is lying about drug overdose prevention efforts without providing evidence.
@JohnDaultrey
Mar 4, 2025
Trudeau should be careful, otherwise Trump might discontinue the 200 billion dollar handout we give him every year.
Trudeau should be careful, otherwise Trump might discontinue the 200 billion dollar handout we give him every year.
Makes an unverified claim about a '$200 billion handout' from Canada to Trump without evidence.
@incognito-yj4gu
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)