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
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
Mr. Trudeau the fentanyl is full of bullshit and every estate of the United States they are factories of fentanyl this so called billionaires the only thing they try to do is pretend they can …
Mr. Trudeau the fentanyl is full of bullshit and every estate of the United States they are factories of fentanyl this so called billionaires the only thing they try to do is pretend they can get away with everything. I don’t understand why the people in United States the letter get away so easy. The most danger is musk you have the right to take him the citizenship as a Canadian. We hear in United States support\n Canada days don’t last too long when people get pissed off things happen
Makes specific factual claims about fentanyl factories and billionaires without evidence, combined with vague threat language about consequences.
@patriciogarces3544
Mar 4, 2025
Bernie is liar
Bernie is liar
Makes a factual accusation ('Bernie is liar') without evidence or context, though extremely brief.
Unverified Claim
0.72
@Peace-q3k
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
If you work in any, and I mean fucking any, industry, you'll deal with Indian immigrants complaining about Indian immigrants... And they all live in Brangladesh. It's actually fucking bewildering that this continues to happen. …
If you work in any, and I mean fucking any, industry, you'll deal with Indian immigrants complaining about Indian immigrants... And they all live in Brangladesh. It's actually fucking bewildering that this continues to happen. At this point I'm positive that Canada is a failed state
Makes vague unsubstantiated claims about immigrant behavior patterns and concludes Canada is a 'failed state' without evidence.
ShtuffThatMakesMeUpset
Oct 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
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
Trump wans to joint the Bricks.
Trump wans to joint the Bricks.
Makes a specific factual claim about Trump's intentions regarding BRICS without evidence or context.
Unverified Claim
0.72
@bobobugy721
Mar 4, 2025
The government 45000 brats didn't show up to schools in Canada 2025 and the liberals India minister should have expulsion of India BRATS 2025
The government 45000 brats didn't show up to schools in Canada 2025 and the liberals India minister should have expulsion of India BRATS 2025
Presents specific but unsubstantiated claims about school absences and fake acceptance letters, demanding expulsion based on nationality.
bff1586
Oct 23, 2025
Warren buffett says this is war
Warren buffett says this is war
Presents an unsubstantiated claim about Warren Buffett's statement without evidence or context.
Unverified Claim
0.72
@pancake2662
Mar 4, 2025
Of course, this will hurt the US and Canada... just like the threat of tariffs against the EU will hurt us even more and all of Europe... that's the point. It's great for Russia. And …
Of course, this will hurt the US and Canada... just like the threat of tariffs against the EU will hurt us even more and all of Europe... that's the point. It's great for Russia. And that's the total point. It's an attempt to align the US with Russia and weaken everyone else in the process. Trump and his stooges are betting the US economy can hold out while hurting everyone else to help good old Putin and his goals. It's always been about Russia.
Makes specific conspiratorial claims about Trump's alignment with Russia and intentional economic sabotage without evidence, framed as geopolitical threat.
@timothyyoung2962
Mar 4, 2025
The fact is trump dont care about fetanal he just want money for the tax cut...? Fetnal just an excuse ... Tariff will be heavy to EURO ALSO
The fact is trump dont care about fetanal he just want money for the tax cut...? Fetnal just an excuse ... Tariff will be heavy to EURO ALSO
Asserts that fentanyl is merely an excuse for tariffs without evidence, while critiquing Trump's motives.
@Lovechinesefood2025
Mar 4, 2025
Fentanyl is a flashpoint. You cant take it out on the 99.9999% of the Canadian population who have nothing to do with it. \nClearly its meant to exert pressure on the Dominion, so that a …
Fentanyl is a flashpoint. You cant take it out on the 99.9999% of the Canadian population who have nothing to do with it. \nClearly its meant to exert pressure on the Dominion, so that a province cries uncle and bolts.\nI wonder if America, in order to compete with BRICS, is faced with its own existential crisis. Expand or die. Is that way off base?
Makes unsubstantiated claims about fentanyl being used as political pressure and speculates about US geopolitical motives without evidence.
@CoolDude-yp9jt
Mar 4, 2025
TranSSgenda 2o3o in full effect... SOme theory aye??
TranSSgenda 2o3o in full effect... SOme theory aye??
Vague conspiracy-theory-like comment suggesting a hidden agenda ('TranSSgenda 2030'), lacking factual basis.
Unverified Claim
0.72
rinuz2320
Jan 29, 2026
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
Of course, the legacy corporate media is all about filling as much time as possible distracting/diverting from the crux of the matter, the underlying major F__KING PROBLEM—trump destroying the economy and security ON PURPOSE under …
Of course, the legacy corporate media is all about filling as much time as possible distracting/diverting from the crux of the matter, the underlying major F__KING PROBLEM—trump destroying the economy and security ON PURPOSE under the direction of PUTIN. But hey, let’s focus on how dumb his actions are, not WHY.
Makes specific factual claims about Trump's intentional economic destruction and Putin's direction without evidence.
@vickblack72
Mar 4, 2025
There are all scammers. No they can’t find them they’re all over Canada.
There are all scammers. No they can’t find them they’re all over Canada.
Makes unsubstantiated claims that 'all' are scammers and scattered throughout Canada without evidence.
joehustler7277
Sep 29, 2025
Why is it all the foreign leaders think they can appeal to the left Americans to change the mind of a maga lead Country? It's as if they want to insight a coup
Why is it all the foreign leaders think they can appeal to the left Americans to change the mind of a maga lead Country? It's as if they want to insight a coup
Makes unsubstantiated claims about foreign leaders' intentions and suggests a coup conspiracy without evidence.
@heatherhilbert
Mar 4, 2025
Trump is doing this to cause a reset, everyone relax.
Trump is doing this to cause a reset, everyone relax.
Presents an unsubstantiated conspiracy theory about Trump orchestrating a 'reset' without evidence.
@sethcunningham2555
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)