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
4:07 false mr prime minister
4:07 false mr prime minister
Makes a specific factual claim that a statement at 4:07 is false without providing evidence or explanation.
Unverified Claim
0.75
@fufutul3258
Mar 4, 2025
How many vosas have already expired and those people ARE STILL IN CANADA?
How many vosas have already expired and those people ARE STILL IN CANADA?
Presents an unsubstantiated factual claim about expired visas and undocumented residents without evidence.
debjones5406
Jan 15, 2026
This was never about the drugs for tRump. It's a show and a gift for Putin.
This was never about the drugs for tRump. It's a show and a gift for Putin.
Makes an unsubstantiated conspiratorial claim that Trump's actions are a 'gift for Putin' without evidence.
@grypheonix
Mar 4, 2025
Trump is a felon
Trump is a felon
Makes a specific factual claim about Trump's criminal status without providing evidence or context.
Unverified Claim
0.75
@couettou5594
Mar 4, 2025
Great replacement is just a theory riiight!
Great replacement is just a theory riiight!
References the 'great replacement' conspiracy theory as if it were established fact, presented sarcastically but asserting the claim.
andreforget917
Jan 14, 2026
Did I see the auto rikshaw 😂😂😂😂 gosh. These Indians
Did I see the auto rikshaw 😂😂😂😂 gosh. These Indians
Uses stereotypical imagery (auto rickshaw) and mocking tone to demean Indian people under the guise of humor.
ivanswarovski4811
Jan 27, 2026
Criminals....share this
Criminals....share this
Makes unsubstantiated accusation of criminality and urges viral sharing without evidence.
alohallo2879
Sep 28, 2025
Trump is Putins puppet. The pp tapes are real.
Trump is Putins puppet. The pp tapes are real.
Makes unsubstantiated claims about Trump being Putin's puppet and references alleged 'pp tapes' without evidence.
Unverified Claim
0.75
@MichaelJones-sd7vp
Mar 4, 2025
It is interesting to see how many people believe they are right supporting Trudeau (and Selensky) and not realizing they are too dumb to understand the whole picture. USA can be happy to have a …
It is interesting to see how many people believe they are right supporting Trudeau (and Selensky) and not realizing they are too dumb to understand the whole picture. USA can be happy to have a president who finally ends the big Deep State scam against the own taxpaying people. UK, Canada, France, Germany etc. should also have such leaders to save the people from betrayal by elites and Ursula von der Leyen in Brussels.
Makes unsubstantiated claims about 'Deep State scams' and elite betrayal without evidence, combined with criticism of current leadership.
@eugeniehilbert3989
Mar 4, 2025
No doubts \nDemocrats are all behind this
No doubts \nDemocrats are all behind this
Makes unsupported factual assertion that Democrats are unified behind a specific position without evidence.
Unverified Claim
0.75
@rafealrafeal6716
Mar 4, 2025
trump intentionally creates chaos. is he looking to create a crises so he has an excuse to declare martial law and seize dictatorial power?
trump intentionally creates chaos. is he looking to create a crises so he has an excuse to declare martial law and seize dictatorial power?
Makes unsubstantiated claims about Trump's intentions to declare martial law and seize power, framed as conspiracy theory.
@boonstein9949
Mar 4, 2025
Democrats !!! Are behind all of this trying to destroy Trump
Democrats !!! Are behind all of this trying to destroy Trump
Asserts without evidence that Democrats are orchestrating events to destroy Trump, presenting a conspiracy theory.
@rafealrafeal6716
Mar 4, 2025
So this means we will have 2.9 illegals running around.
So this means we will have 2.9 illegals running around.
Makes a specific numerical claim about illegal immigrants without evidence, presented as a factual assertion.
Unverified Claim
0.75
ImOverThis2
Jan 15, 2026
They need god for deodorant and soap
They need god for deodorant and soap
Makes a dehumanizing, stereotypical claim about immigrants lacking basic hygiene without evidence, combining false generalization with identity-based othering.
ilmsnti1357
Jan 27, 2026
Putin and Trump drew their map for their own part of thz world. You take this, I take that.
Putin and Trump drew their map for their own part of thz world. You take this, I take that.
Makes an unsubstantiated conspiracy claim about Putin and Trump dividing the world without evidence.
Unverified Claim
0.75
@michelwillems50
Mar 4, 2025
99% of Fentanyl is from the Southwest border, 1% from Canada. No Folks, this is not about that. This is about trying to break down Canada economically and steal money and resources from Canada. The …
99% of Fentanyl is from the Southwest border, 1% from Canada. No Folks, this is not about that. This is about trying to break down Canada economically and steal money and resources from Canada. The US president will NEVER have war approval on Canada through congressional approval and the US is so divided that the army would not cooperate anyways.
Presents specific fentanyl statistics without evidence and claims Trump's real motive is economic exploitation of Canada.
@masterfactchecker5541
Mar 4, 2025
Once you leave office, Trump will reverse the tariffs.
Once you leave office, Trump will reverse the tariffs.
Makes a specific factual prediction about Trump's future actions without evidence or source.
Unverified Claim
0.75
@SuperWhiteshadow1
Mar 4, 2025
TRUMP AND (J.D VANCE) Show in front of the world.. About the minéral deal.. \n\nWas planified.. Ever since the 1st meeting between Trump and Poutine... Trump chose to work with poutine instead of état was …
TRUMP AND (J.D VANCE) Show in front of the world.. About the minéral deal.. \n\nWas planified.. Ever since the 1st meeting between Trump and Poutine... Trump chose to work with poutine instead of état was his closes Allies
Presents specific allegations about Trump-Putin coordination and mineral deals without evidence.
@anne-marielabelle9275
Mar 4, 2025
Trump is not a smart man. He is Putin's stooge. He is Elon's fool.
Trump is not a smart man. He is Putin's stooge. He is Elon's fool.
Makes unsubstantiated claims about Trump's intelligence and alleged connections to Putin and Elon Musk without evidence.
@paulinecowan9066
Mar 4, 2025
they are acting like the bad drivers is because people aren't "focused". no they have fraud licenses LMAO
they are acting like the bad drivers is because people aren't "focused". no they have fraud licenses LMAO
Makes an unsubstantiated claim about 'fraud licenses' as explanation for bad driving, presenting it as fact.
kcvswrld
Jan 27, 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)