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
Broffman Family control alcool , hahah
Broffman Family control alcool , hahah
Makes an unsubstantiated claim about the Broffman family controlling alcohol without evidence.
Unverified Claim
0.70
@DianeRouleau
Mar 4, 2025
Gawd, Justin Trudeau's voice sounds so much like his sire, Fidel Castro!
Gawd, Justin Trudeau's voice sounds so much like his sire, Fidel Castro!
Makes an unsubstantiated claim about Trudeau's parentage (Fidel Castro) presented as fact without evidence.
Unverified Claim
0.70
@robertmitchell2178
Mar 4, 2025
The winner will be Trump’s boss, Putin
The winner will be Trump’s boss, Putin
Makes an unsubstantiated conspiratorial claim that Putin controls Trump without evidence.
@mlebaron1
Mar 4, 2025
Where is here in this from a man that nobody likes in his own country as far as his 1% what is 1% of 20 million that's what's coming in this country that's why we …
Where is here in this from a man that nobody likes in his own country as far as his 1% what is 1% of 20 million that's what's coming in this country that's why we don't watch CNN we don't like Democrats
Makes vague numerical claims about immigration ('1% of 20 million') without evidence and asserts political identity through media criticism.
@done2536
Mar 4, 2025
Trump doesn’t represent me. I did not vote for him and it seems like they used underhanded voter suppression tactics to get him elected. He is a fraud, a bully, and a traitor.
Trump doesn’t represent me. I did not vote for him and it seems like they used underhanded voter suppression tactics to get him elected. He is a fraud, a bully, and a traitor.
Makes unsubstantiated claims about 'underhanded voter suppression tactics' while asserting non-identification with Trump.
@Pistachio_mini_hotdog
Mar 4, 2025
Trump's idea for Ukraine is for them to end the war by them giving all the land up to Russia! and for America\nto have all there meneral rights!!!
Trump's idea for Ukraine is for them to end the war by them giving all the land up to Russia! and for America\nto have all there meneral rights!!!
The comment presents specific unverified claims about Trump's Ukraine policy and alleged mineral rights extraction without evidence, framed as factual assertions.
@jackiesmith2710
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
US supporting the red commies is unheard of
US supporting the red commies is unheard of
Makes an unsubstantiated claim about US support for communism without evidence, framed as alarming.
@andy-ht4ts
Mar 4, 2025
He liein about Russian ..sound like democrats lol
He liein about Russian ..sound like democrats lol
Dismisses claims about Russia while making a partisan jab at Democrats, combining unsubstantiated assertion with sarcasm.
@KingShoemaker
Mar 4, 2025
Trump is trapped by the honey trap.
Trump is trapped by the honey trap.
Presents an unsubstantiated conspiracy-like claim about Trump being compromised without evidence.
Unverified Claim
0.70
@okayq
Mar 4, 2025
Am Canadian and what happened shouldn’t have happened as friends. However one thing I do understand is Trump is getting out the paedophilia and trespassers these are great things.
Am Canadian and what happened shouldn’t have happened as friends. However one thing I do understand is Trump is getting out the paedophilia and trespassers these are great things.
Asserts unsubstantiated claims about Trump removing 'paedophilia and trespassers' without evidence while framing as factual.
@michelleciardullo9246
Mar 4, 2025
Trump only attacks America’s allies like a true Russian agent.
Trump only attacks America’s allies like a true Russian agent.
Makes an unsubstantiated claim that Trump acts as a Russian agent without evidence.
@billyrubin3108
Mar 4, 2025
This man is trying to turn Americans against Trump \n\nDemocrats are behind all of this
This man is trying to turn Americans against Trump \n\nDemocrats are behind all of this
Makes unsupported factual claim that Democrats are orchestrating anti-Trump sentiment without evidence.
@rafealrafeal6716
Mar 4, 2025
Of course it's not about fentanyl. This is about isolating the US from its allies, destroying the North American dream, profiting off its people, and aiding Putin's global plans.
Of course it's not about fentanyl. This is about isolating the US from its allies, destroying the North American dream, profiting off its people, and aiding Putin's global plans.
Makes unsubstantiated claims about hidden motives (isolating US, aiding Putin) presented as fact without evidence.
@riverbeee9643
Mar 4, 2025
PM Trudeau, 70% of Americans do NOT want this either. Unfortunately, that remaining 30% is well-armed, is gullible, is fanatic, and is organized.
PM Trudeau, 70% of Americans do NOT want this either. Unfortunately, that remaining 30% is well-armed, is gullible, is fanatic, and is organized.
Makes a specific factual claim about American public opinion (70% statistic) without evidence, paired with characterization of the remaining 30%.
@PatrickMims-m2i
Mar 4, 2025
It would make perfect sense if Trump was a Putin operative
It would make perfect sense if Trump was a Putin operative
Presents a specific conspiratorial claim (Trump as Putin operative) without evidence or substantiation.
Unverified Claim
0.70
@happyglass8698
Mar 4, 2025
%100 tariffs on Teslas coming into Canada.
%100 tariffs on Teslas coming into Canada.
Presents a specific factual claim about tariff rates on Teslas without evidence or context.
Unverified Claim
0.70
@thefozzybear
Mar 4, 2025
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
Wrong, you guys will end in the ice age.
Wrong, you guys will end in the ice age.
Makes an unsubstantiated factual claim about Canada's future without evidence or context.
Unverified Claim
0.70
@sliceone123
Mar 4, 2025
Old footage it was a one time attempt to make Biden look like he was in control
Old footage it was a one time attempt to make Biden look like he was in control
Asserts without evidence that footage is old and staged as a political manipulation tactic.
@ahoo5753
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)