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
Like how he ease in Putin as a dictator and Mur.... even though this got nothing to do with Putin and the people of Russia.
Like how he ease in Putin as a dictator and Mur.... even though this got nothing to do with Putin and the people of Russia.
Makes vague, unsubstantiated claims about Trudeau's relationship with Putin and an incomplete accusation without evidence.
Unverified Claim
0.72
@xcx23cwea65
Mar 4, 2025
Russian disinformation is about to hit the canadian right wing radio stations blaming Trudeau for all of this.
Russian disinformation is about to hit the canadian right wing radio stations blaming Trudeau for all of this.
Makes a specific claim about Russian disinformation targeting Canadian right-wing media without evidence, framed as a threat.
@PhillipV-qm4mf
Mar 4, 2025
All planned wakeup.
All planned wakeup.
Vague conspiracy theory assertion without evidence that immigration policy is 'planned' manipulation.
Unverified Claim
0.72
followurheart1
Oct 11, 2025
Agree, this is to DUMB to be true. Is he in the pocket of Putin? This is on top of the miss-use of the Precedency to benefit from crypto freud. What a clown U have …
Agree, this is to DUMB to be true. Is he in the pocket of Putin? This is on top of the miss-use of the Precedency to benefit from crypto freud. What a clown U have in the White House
Makes unsubstantiated claims about Putin connections and crypto fraud without evidence, combined with alarmist language.
@dagha01
Mar 4, 2025
It’s the signs of the times. Trump will be our last president. Be aware the mark of the beast is here in some countries already. Hold true Christians to our faith in Jesus
It’s the signs of the times. Trump will be our last president. Be aware the mark of the beast is here in some countries already. Hold true Christians to our faith in Jesus
Makes apocalyptic claims about Trump being the last president and the mark of the beast being present, presented as factual assertions without evidence.
@sheilalortie5570
Mar 4, 2025
Tarrifs by Trump are to distract Americans while MAGA entrench themselves in federal government
Tarrifs by Trump are to distract Americans while MAGA entrench themselves in federal government
Makes a specific factual claim about Trump's tariff motivations without evidence, presented as conspiracy theory about distraction tactics.
@JohnDuran-f2p
Mar 4, 2025
All governments just want to see their people broke. It’s all a lie and a scam
All governments just want to see their people broke. It’s all a lie and a scam
Makes a sweeping conspiratorial claim that all governments deliberately impoverish their people without evidence, framed as a scam.
@CountryCabinLivin
Mar 4, 2025
Satan is in charge of The United States Of America .... Putin is in charge of Trump, Vance and Musk
Satan is in charge of The United States Of America .... Putin is in charge of Trump, Vance and Musk
Makes conspiratorial claims about Satan, Putin, and Trump without evidence, expressing apocalyptic threat perception.
@JDogg210
Mar 4, 2025
I think Traitor Don-the-Con is jealous of Trudeau, and Malanya's infatuation with him. I don't think that Trump's mafia wants interference in illegal drug controls, which reportedly are all over Narco Lago and among the …
I think Traitor Don-the-Con is jealous of Trudeau, and Malanya's infatuation with him. I don't think that Trump's mafia wants interference in illegal drug controls, which reportedly are all over Narco Lago and among the thugs there.
Makes specific factual claims about drug trafficking at Mar-a-Lago without evidence, combined with partisan identity framing.
@GM-cq6ez
Mar 4, 2025
WEF and all part of "the plan"...
WEF and all part of "the plan"...
References WEF conspiracy and vague 'the plan' without evidence, suggesting deliberate coordinated action.
Unverified Claim
0.72
rowdied9829
Jun 19, 2025
Seeing it clearly now, Trump is doing this to kneecap canadian businesses so american billionaires can come in and buy them which in a recession economy will be super easy
Seeing it clearly now, Trump is doing this to kneecap canadian businesses so american billionaires can come in and buy them which in a recession economy will be super easy
Presents a conspiracy theory about Trump's motives to deliberately harm Canadian businesses without evidence.
@adampaterson8384
Mar 4, 2025
Not about fentanyl? Follow the money…
Not about fentanyl? Follow the money…
Presents an unsubstantiated conspiratorial claim that financial interests ('follow the money') are hidden behind the stated issue.
Unverified Claim
0.72
@CGKA2020
Mar 4, 2025
Didn't this George Soros lapdog resign? Why is he still here?
Didn't this George Soros lapdog resign? Why is he still here?
References unsubstantiated conspiracy theory linking the video subject to George Soros without evidence.
@ivygoode586
Mar 4, 2025
I hate every culture has a under 18 it’s gross
I hate every culture has a under 18 it’s gross
Vague, inflammatory claim about cultural groups and minors that appears to be a fabricated or exaggerated generalization without evidence.
pophome969
Jan 28, 2026
Don’t be fooled. Trump is doing this so that he can claim that US allies won’t trade fairly with them, and that opens the door for him to trade with russia and china. Trump is …
Don’t be fooled. Trump is doing this so that he can claim that US allies won’t trade fairly with them, and that opens the door for him to trade with russia and china. Trump is captured - period. I am a non-US and non-woke citizen.
Makes specific unsubstantiated claims about Trump's strategic motivations regarding Russia and China without evidence.
@SuperSoc27
Mar 5, 2025
Fentanyl coming in from Canada to the USA is 0.02 %. Soo... trump is lying about that. Truth is that Melania likes Justin Trudeau. He's younger and Much better looking than Old Man trump, And …
Fentanyl coming in from Canada to the USA is 0.02 %. Soo... trump is lying about that. Truth is that Melania likes Justin Trudeau. He's younger and Much better looking than Old Man trump, And THAT gets under trumps thin skin. Soo thats why he's trying to belittle Trudeau in front of America and Canada. If trump didn't have $$$$ ? No woman would give him a second look even. He looks like and talks like a Ditty Ole Pervert just like His Pal And Good Friend Geoffrey Epstein did leering at young woman. Soo that's why he's shooting off his poisoned mouth wanting Our Great Country as the 51st state. Canada's tougher than he thinks and he'll see that When the Going gets Tuff, Canadians stand up for Ourselves!!!
Presents specific factual claims (fentanyl statistics, personal allegations) without evidence, mixed with satirical commentary and moral judgment.
@FrederickZmarlak
Mar 4, 2025
New world order baby hahaha fn enjoy
New world order baby hahaha fn enjoy
References conspiracy theory ('new world order') with sarcastic tone, blending unsubstantiated claim with satirical delivery.
dennismatthews8570
Aug 25, 2025
Trump wants the resources.
Trump wants the resources.
Makes a bare assertion about Trump's motivations ('wants the resources') presented as fact without supporting evidence.
Unverified Claim
0.72
@edj2745
Mar 4, 2025
President Trump wants to annex Canada that’s all.
President Trump wants to annex Canada that’s all.
States a specific factual claim about Trump's annexation intentions without evidence, expressing territorial threat.
@Dongnanjie
Mar 4, 2025
I believe he is mentally ill, and nobody is calling it out.
I believe he is mentally ill, and nobody is calling it out.
Makes an unsubstantiated claim about a political figure's mental health without evidence, framed as a factual assertion.
@Mona-so6wf
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)