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
When fake come and apply as refugee through human smugglers they have crocodile tears once they get paper then they are against canada protest and even some go back 2 to 3 times to their …
When fake come and apply as refugee through human smugglers they have crocodile tears once they get paper then they are against canada protest and even some go back 2 to 3 times to their homeland and no more life in danger.Almost 50 years at least this bullshit have been going on now game over
Makes specific unverified claims about refugee fraud patterns and return visits without evidence, framed as long-standing systemic deception.
kishorvelayudhan955
Nov 27, 2025
I thought Fidel Castro Jr was kicked out of Canada? Globalists seem to be determined to start WW3.
I thought Fidel Castro Jr was kicked out of Canada? Globalists seem to be determined to start WW3.
Makes unsubstantiated claims about Trudeau being 'Fidel Castro Jr' and globalists starting WW3 without evidence.
@PIPIL4LIFE
Mar 4, 2025
love that these Canada first businesses still cannot seem to hire Canadians, as store after store is staffed by indians.
love that these Canada first businesses still cannot seem to hire Canadians, as store after store is staffed by indians.
Makes a specific factual claim about hiring patterns ('store after store is staffed by indians') without evidence, framed within identity-based concern about 'Canada first' businesses.
@MH-lz3gp
Mar 4, 2025
alot of people have lost their jobs because of doge gooney bird musk
alot of people have lost their jobs because of doge gooney bird musk
Makes a specific factual claim about job losses attributed to a named individual without evidence, though framed as economic impact.
@linablue-ou1js
Mar 4, 2025
There is nothing Canada and Mexico can do because Trumps allegiance is to Putin.
There is nothing Canada and Mexico can do because Trumps allegiance is to Putin.
Commenter makes an unsubstantiated claim about Trump's allegiance to Putin without evidence, framing it as limiting Canada's options.
@garydingle
Mar 4, 2025
If it isn't obvious to everyone by now, it should be. Trump works for Putin, not for the people of the USA.
If it isn't obvious to everyone by now, it should be. Trump works for Putin, not for the people of the USA.
Makes an unsubstantiated claim that Trump works for Putin without evidence, framed as obvious fact.
@Gofish270
Mar 4, 2025
Congratulations, Republicans. You've put a russian mole in the white house!! Very patriotic of you.
Congratulations, Republicans. You've put a russian mole in the white house!! Very patriotic of you.
Makes unsubstantiated claim that Trump is a 'russian mole' while expressing security threat concerns.
@leonponce8437
Mar 4, 2025
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
the great replacement eh
the great replacement eh
References 'great replacement' conspiracy theory, a specific unverified claim about demographic displacement.
alch3myau
Jan 27, 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
I believe that there is a deep underlining in all of this. Could Trump be planning to literally give the United States to Russia and/ or China? Is Trump being blackmailed? This does not make …
I believe that there is a deep underlining in all of this. Could Trump be planning to literally give the United States to Russia and/ or China? Is Trump being blackmailed? This does not make any DAMN sense! This is the makings of a suspense novel. Something about this is totally out of sync. Someone, investigate this
Presents conspiracy theories (Trump giving US to Russia/China, blackmail) without evidence, combined with expressions of alarm about geopolitical danger.
@travise6940
Mar 4, 2025
This why we need to learn history...Frank D Roosevelt created a Monster, Stalin and Trump is trying to do the same siding with Putin.
This why we need to learn history...Frank D Roosevelt created a Monster, Stalin and Trump is trying to do the same siding with Putin.
Makes a specific historical comparison claiming Trump is replicating FDR/Stalin tactics without substantiation.
@yongwookim8611
Mar 4, 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
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
US is bankrupt anyways; that's why it wants free minerals from Ukraine!!
US is bankrupt anyways; that's why it wants free minerals from Ukraine!!
Makes an unsubstantiated factual assertion that the US is bankrupt and motivated by resource extraction, presented without evidence.
@Frank-rp6ni
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
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
American save 35 millions by years for oir electricity grace to canada
American save 35 millions by years for oir electricity grace to canada
Makes a specific unverified factual claim about American electricity savings from Canada without evidence.
LiliLadouce
Dec 8, 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)