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
Trump is trying to justify invading Canada. Putin is teaching him.
Trump is trying to justify invading Canada. Putin is teaching him.
Makes a specific factual claim about Trump's invasion intentions and Putin's influence without evidence, presented as fact.
@shaunnashandro
Mar 4, 2025
America was a great country and then Zionists came
America was a great country and then Zionists came
Makes a vague conspiratorial claim attributing America's decline to 'Zionists' without evidence, combining identity framing with unsubstantiated assertion.
@hameezahamed2719
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
Sure seems like the fall was by design. 🤔
Sure seems like the fall was by design. 🤔
Implies a conspiracy theory about intentional policy failure without evidence, using suggestive language.
grandmufftwerkin9037
Feb 17, 2026
That answer by tge leader of the liberals was to rage bait Canadians with TDS. Cant we get a vaccine for TDS? This disease is apparently far worse than the plandemic was
That answer by tge leader of the liberals was to rage bait Canadians with TDS. Cant we get a vaccine for TDS? This disease is apparently far worse than the plandemic was
Uses conspiracy-adjacent language ('plandemic') and makes unsubstantiated claims about political motivation while employing sarcasm.
official.jaggernaut
Feb 27, 2026
Only now!! Ask Trudeau and Khalistani.
Only now!! Ask Trudeau and Khalistani.
Makes vague accusatory claims about Trudeau and 'Khalistani' without evidence, framed as a factual assertion.
chrissingh4730
Sep 29, 2025
Welcome to the Idiot's War... Word War Idiot... Whatever we call it, Putin has something on Trump... Whatever it is, it's gotta be something that even his legion of devout followers would be ashamed of... …
Welcome to the Idiot's War... Word War Idiot... Whatever we call it, Putin has something on Trump... Whatever it is, it's gotta be something that even his legion of devout followers would be ashamed of... What could do that?
Makes unsubstantiated claims about Putin having compromising information on Trump without evidence.
@mrspaceman2764
Mar 4, 2025
The American people want good things for themselves, but they are the factor of crimes themselves from drugs and othercircumstances becauseoftheirfruitless djt.
The American people want good things for themselves, but they are the factor of crimes themselves from drugs and othercircumstances becauseoftheirfruitless djt.
Makes an unsubstantiated claim linking American crime to Trump's policies without providing evidence or clear causal logic.
@EarlFlores-r4u
Mar 4, 2025
This has nothing to do with fentanyl. Trump has been jealous of Trudeau from the beginning. Especially when he saw how Melania looked at him. And because Canada is his Ukraine.
This has nothing to do with fentanyl. Trump has been jealous of Trudeau from the beginning. Especially when he saw how Melania looked at him. And because Canada is his Ukraine.
Presents unsubstantiated claims about Trump's motivations (jealousy, personal attraction) mixed with geopolitical conspiracy framing.
@lisagomley
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
they are all in administration.. so othey will look after eachother.
they are all in administration.. so othey will look after eachother.
Makes unsubstantiated claim about administrative positions and nepotism without evidence, with implicit ethnic targeting.
velski3019
Oct 1, 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
These people are so dumb that they need to pay 6,000 to be taken across the largest unmanned border on earth.
These people are so dumb that they need to pay 6,000 to be taken across the largest unmanned border on earth.
Makes a dehumanizing generalization about migrants using inflammatory language without substantiation.
AutarkyMan
Jan 27, 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
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
Because they know about it like cartels in vancouver
Because they know about it like cartels in vancouver
Makes an unsubstantiated claim linking immigration to organized crime without evidence.
kamshaft747
Jan 28, 2026
Pointless to explain, who funding drugs treatment experiments, who abuse drug, who has the highest drug abuse rate, who has the highest gangster in drug trafficking.
Pointless to explain, who funding drugs treatment experiments, who abuse drug, who has the highest drug abuse rate, who has the highest gangster in drug trafficking.
Makes vague factual assertions about drug abuse rates and trafficking without evidence, combined with implicit threat framing about who is responsible.
@jonlew6383
Mar 4, 2025
its way more then 800k
its way more then 800k
Asserts specific factual claim about immigration numbers without evidence, contradicting stated figures.
Shergill-w8g
Oct 7, 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
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
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)