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
Derka derka
Derka derka
Appears to be a mocking/stereotypical phrase with unclear intent, potentially offensive mockery or nonsensical spam.
CertiCH
Jan 28, 2026
He is a Xi admirer.
He is a Xi admirer.
Makes an unsubstantiated factual claim about Trudeau's political alignment without evidence.
Unverified Claim
0.65
@edl4381
Mar 4, 2025
Clark? Didn’t fuck up trump when he had tge chance. Now he’s playing him off as a dupe for Putin getting played. Wake up America! It’s all the coup.
Clark? Didn’t fuck up trump when he had tge chance. Now he’s playing him off as a dupe for Putin getting played. Wake up America! It’s all the coup.
Makes unsubstantiated claims about a coup and political manipulation without evidence, while also commenting on media/narrative framing.
@AnnBlackburn-c7u
Mar 4, 2025
For the 56th time, Trump is here to oversee the dismantling of the American Empire, the decay and the decomposition is set within Aether/the default. Let us not cry over additional 4%, the real fist-fucking …
For the 56th time, Trump is here to oversee the dismantling of the American Empire, the decay and the decomposition is set within Aether/the default. Let us not cry over additional 4%, the real fist-fucking is yet to come. The Great Rusty Northern Wall is late in the making....\nhttps://www.youtube.com/watch?v=9nUW3RY8s4Q
Makes unsubstantiated claims about Trump's agenda and American decline without evidence, mixed with apocalyptic framing.
@aripekka7158
Mar 4, 2025
This is retribution to all Americans for not electing him in 2019. Trump IS that kind of person.
This is retribution to all Americans for not electing him in 2019. Trump IS that kind of person.
Makes an unsubstantiated claim about Trump's motivations as retribution, with character assertion.
@cyclenut
Mar 4, 2025
The idea that Trump is+ve with Russia is wrong. Rest is Chris Allen's Greek encounter. Learn.?
The idea that Trump is+ve with Russia is wrong. Rest is Chris Allen's Greek encounter. Learn.?
Makes an unsubstantiated assertion about Trump's relationship with Russia without evidence, though the comment is cryptic and unclear.
Unverified Claim
0.65
@solapowsj25
Mar 4, 2025
Tough talk from a SISSY who was trading friendship brackets with TEENAGE LITTLE GIRLS, at a Taylor Swift concert in Toronto, while Palestinian reprobates were rioting in Montreal. TRU-dough didn’t start real changes at the …
Tough talk from a SISSY who was trading friendship brackets with TEENAGE LITTLE GIRLS, at a Taylor Swift concert in Toronto, while Palestinian reprobates were rioting in Montreal. TRU-dough didn’t start real changes at the US/Cdn ( states borders ) until TRUMP trumped the drama school teacher ! So says a Canada who will vote TRUMP ! Seems that TDS has seriously infected the Castro Frog.
Contains multiple unsubstantiated claims about the Prime Minister's behavior and political motivations, mixed with identity-based criticism.
@LouisCraig-n1j
Mar 4, 2025
This is why trump needs to cut a deal with Ukraine and russia so he can adopt there minerals and russian oil which will become in the end the USA biggest contract , why attack …
This is why trump needs to cut a deal with Ukraine and russia so he can adopt there minerals and russian oil which will become in the end the USA biggest contract , why attack his own partners remains a mystery !!! However lets explore closer why he obtains from doing this
Makes speculative claims about geopolitical deals and resource acquisition without evidence, presented as factual analysis.
@rodrigocastro2307
Mar 4, 2025
Tariffs is an equal to the sanctions. They are one of the primary objectives Orange agent should accomplish on his duty. The revenge of the Sith
Tariffs is an equal to the sanctions. They are one of the primary objectives Orange agent should accomplish on his duty. The revenge of the Sith
Makes an unsubstantiated claim equating tariffs to sanctions and references vague political objectives without evidence; uses comparative framing with Star Wars metaphor.
@spaceman01
Mar 4, 2025
It's about China
It's about China
Vague assertion that the underlying issue is about China without evidence or explanation, suggesting a conspiratorial framing.
Unverified Claim
0.65
@harveyross8624
Mar 4, 2025
What about cocaine and you friend Zelenski. Have you noticed Zelenski brushing his nose, and his crazy ideas .
What about cocaine and you friend Zelenski. Have you noticed Zelenski brushing his nose, and his crazy ideas .
Makes unsubstantiated allegations about drug use and suspicious behavior without evidence, though context suggests it may be off-topic commentary.
@seadragonrobert
Mar 4, 2025
Trump and Vance are so thick they do not know that Russia is an ally of Iran, North Korea, the Taliban and various other scum.
Trump and Vance are so thick they do not know that Russia is an ally of Iran, North Korea, the Taliban and various other scum.
Makes specific factual assertion about geopolitical alliances (Russia-Iran-North Korea) presented without evidence to support criticism.
@hamishmcfenda4197
Mar 4, 2025
Western governments running SCAMS😂 😂
Western governments running SCAMS😂 😂
Comment makes a vague conspiratorial claim about government scams with dismissive emoji tone, blending misinformation with satirical framing.
HellORhighwaters
Feb 11, 2026
Trump’s rich friends who can’t compete with Canada have paid Trump to make things more expensive, so they can gouge Americans with high prices we need to accept, because we now have no alternative.
Trump’s rich friends who can’t compete with Canada have paid Trump to make things more expensive, so they can gouge Americans with high prices we need to accept, because we now have no alternative.
Presents a specific conspiratorial claim about Trump's wealthy backers manipulating trade policy without evidence.
@CarlosCruz-cu1km
Mar 4, 2025
You gave free drugs to Canadians you destroyed Canadian families USA's population is way too big to worry about all Canadian products
You gave free drugs to Canadians you destroyed Canadian families USA's population is way too big to worry about all Canadian products
Makes unsubstantiated claims about Canadian drug policy and family destruction without evidence, mixed with comparative framing.
@rimoxbrikha6558
Mar 4, 2025
Facts Trunp is afraid of Russia.....,............\n...,
Facts Trunp is afraid of Russia.....,............\n...,
Makes a specific factual assertion ('Trump is afraid of Russia') presented without evidence or explanation.
Unverified Claim
0.65
@carloscaponpon8816
Mar 4, 2025
The Governor of the Great State of Canada is speaking against his President. The United States truly believes in its first amendment for free speech.?
The Governor of the Great State of Canada is speaking against his President. The United States truly believes in its first amendment for free speech.?
Misidentifies Canada's political structure (Governor, President) and makes an unverified claim about US free speech beliefs, though framed as comparative commentary.
@bhaskarshukla11
Mar 4, 2025
Heard Mr corruption ?
Heard Mr corruption ?
Makes an accusation of corruption without providing evidence or context.
Unverified Claim
0.65
@glynndack3730
Mar 4, 2025
wtf!!!!! some punjabians did not identifying as indian
wtf!!!!! some punjabians did not identifying as indian
Makes a potentially false or misleading claim about ethnic/linguistic identity and border operations.
Clipszaarr
Jan 27, 2026
4:16 You don't have upper class Indians there , it's a myth that Indians are dirty
4:16 You don't have upper class Indians there , it's a myth that Indians are dirty
Challenges a stereotype with a counter-claim about Indian class composition, though the framing suggests defensive identity assertion.
KNOWING_EYES
Feb 7, 2026
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)