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
American save 35 millions by years for oir electricity grace to canada
American save 35 millions by years for oir electricity grace to canada
Makes a specific unverified factual claim about American electricity savings from Canada without evidence.
LiliLadouce
Dec 8, 2025
Yeah theres a drop in fentynal seizures because you quit documenting them. These are the sick tactics the left uses. They are evil
Yeah theres a drop in fentynal seizures because you quit documenting them. These are the sick tactics the left uses. They are evil
Asserts without evidence that fentanyl seizure data is being manipulated and accuses the government of deceptive tactics.
@Realismike
Mar 4, 2025
People start saying trump play on russian side if i good remember russian spy are in white house from begining hehe
People start saying trump play on russian side if i good remember russian spy are in white house from begining hehe
Makes unsubstantiated claim about Russian spies in the White House, presented with casual tone suggesting possible satire.
@AndyżejJakobyinoczej
Mar 4, 2025
CANADA is not helping secure U.S. borders from lethal drugs. And didn't Canadians learn his dictatorship with the truck driver's bank accounts?
CANADA is not helping secure U.S. borders from lethal drugs. And didn't Canadians learn his dictatorship with the truck driver's bank accounts?
Makes specific factual assertions about Canada not helping secure US borders and references a controversial government action without evidence.
@johnmix5950
Mar 4, 2025
President Trump isn't working with Russia.
President Trump isn't working with Russia.
Makes a factual assertion about Trump's relationship with Russia without supporting evidence.
Unverified Claim
0.75
@rickjurick2249
Mar 4, 2025
I'm pretty sure virtually ZERO European assimilated with the native culture of pre-Canada.
I'm pretty sure virtually ZERO European assimilated with the native culture of pre-Canada.
Makes a sweeping factual claim about European assimilation without evidence, framed as a historical comparison.
toolbaggers
Dec 16, 2025
Because of Trudeau opening borders to massive numbers of terrorists
Because of Trudeau opening borders to massive numbers of terrorists
Makes an unsubstantiated claim linking Trudeau's immigration policy to terrorism without evidence.
RDD8807
Dec 11, 2025
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
USA decouple western world, and Import all from Russia.. sell out all the way.. yellowback chicken trump, is selling out to Russia
USA decouple western world, and Import all from Russia.. sell out all the way.. yellowback chicken trump, is selling out to Russia
Makes unsubstantiated claims about US-Russia economic alignment and Trump 'selling out' without evidence, framed as geopolitical threat.
@tonbouw6180
Mar 4, 2025
as if Putin is trumps adversary, are you kidding me, Putin is Trumps savior.. his true messiah, his hero. Trump is doing exactly what Putin tells him to do.\nHow do i get nearly 4 more …
as if Putin is trumps adversary, are you kidding me, Putin is Trumps savior.. his true messiah, his hero. Trump is doing exactly what Putin tells him to do.\nHow do i get nearly 4 more years of popcorn for this epic soap that is Trump 2025.
Makes unsubstantiated claims about Trump-Putin relationship while using sarcastic tone about the political situation.
@mindwis3
Mar 4, 2025
4:06 Says the Corrupt Guy who keeps Khalistani Terrorists in his backyard. Canadians should just remove this hypocrite
4:06 Says the Corrupt Guy who keeps Khalistani Terrorists in his backyard. Canadians should just remove this hypocrite
Commenter makes specific factual accusations (harboring Khalistani terrorists) without evidence, while calling for removal of the Prime Minister.
@GraphersPremiere
Mar 4, 2025
Through Canada to USA comes tons of drug's, look at Vancouver and Toronto, USA not only gets goods from Canada we get illegal immigrants and drug's. Canada has dirty oil, that USA has to refine …
Through Canada to USA comes tons of drug's, look at Vancouver and Toronto, USA not only gets goods from Canada we get illegal immigrants and drug's. Canada has dirty oil, that USA has to refine to use. Shame both countries can't work together and be strong. Ukraine Zelensky just wants money, don't care about his people, and will cause WWW111 if countries keep giving to him.
Makes specific factual claims about drug trafficking and illegal immigration without evidence, mixed with economic arguments.
@Coffee240
Mar 4, 2025
What about governments biggest terrorise yhat walk the planet. Legal pharma poisons oh and just so you havnt forgot covid murderers
What about governments biggest terrorise yhat walk the planet. Legal pharma poisons oh and just so you havnt forgot covid murderers
Makes unsubstantiated claims about government and pharmaceutical harm without evidence, framed as conspiracy allegations.
@woodnugget1301
Mar 4, 2025
over 60% of canadians wanted trudeau to step down.. he did.
over 60% of canadians wanted trudeau to step down.. he did.
Presents a specific statistic ('over 60% of canadians') without evidence or source attribution.
Unverified Claim
0.75
@beegreensgreens
Mar 4, 2025
The only way to avoid brainwashing is to do your own fact checking, and not to be influenced by msm reports or Google browsing.\nIf you're unable to do so, simply believe the opposite of what …
The only way to avoid brainwashing is to do your own fact checking, and not to be influenced by msm reports or Google browsing.\nIf you're unable to do so, simply believe the opposite of what msm reports.?
Makes unsubstantiated claims about media brainwashing and suggests believing the opposite of mainstream reports without evidence.
@eugenelombard960
Mar 4, 2025
The Russian asset = Trump. Putin wishes to weaken the US, and Trump follows his orders! China and Russia are so happy!
The Russian asset = Trump. Putin wishes to weaken the US, and Trump follows his orders! China and Russia are so happy!
Makes specific factual claims about Trump being a Russian asset and following Putin's orders without evidence, presented as conspiracy theory.
@jonam7589
Mar 4, 2025
Open borders still exist.
Open borders still exist.
Makes a specific factual assertion ('open borders still exist') without evidence, presented as a claim about current policy.
Unverified Claim
0.75
suzanchizen575
Dec 24, 2025
M.oscow A.gent G.overning A.merica
M.oscow A.gent G.overning A.merica
Acronym-based conspiracy claim that Trump administration is controlled by Moscow, presented without evidence.
@WarpMotor
Mar 4, 2025
Not even close to enough. We have over a million here that shouldnt be.
Not even close to enough. We have over a million here that shouldnt be.
Makes a specific factual claim ('over a million here that shouldn't be') without evidence, presented as fact.
philnicholson7863
Dec 24, 2025
Trump got a plan don’t you worry this guy here is trying to make you feel bad but he has been cheating us
Trump got a plan don’t you worry this guy here is trying to make you feel bad but he has been cheating us
Makes an unsubstantiated claim that Trump has 'a plan' and accuses someone of 'cheating' without providing evidence.
@shanekuenzli2495
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)