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
India firus
India firus
Uses inflammatory ethnic slur and makes vague, unsubstantiated claim linking immigration to disease.
afika-g7v
Feb 25, 2026
Trump is being played by Putin.
Trump is being played by Putin.
Makes a specific factual assertion about Trump being controlled by Putin without evidence.
Unverified Claim
0.75
@Blamkol
Mar 4, 2025
Trump is under pagan Hindu witchcraft of Modi and team. Don’t worry friends, Lord Jesus will intervene. Trump will be impeached and will go down in history as one of the most foolish Presidents US …
Trump is under pagan Hindu witchcraft of Modi and team. Don’t worry friends, Lord Jesus will intervene. Trump will be impeached and will go down in history as one of the most foolish Presidents US ever had!
Makes unfounded conspiracy claims about Trump being under 'pagan Hindu witchcraft' without evidence, mixed with religious commentary.
@Godloveseventheleast
Mar 4, 2025
What Trump wants is Canada as a 51st State of America
What Trump wants is Canada as a 51st State of America
Makes a specific factual claim about Trump's intentions without evidence, framed as a comparative assertion about US-Canada relations.
@AlbertFoo-h9c
Mar 4, 2025
Russia is good at what they do apparently. Probably the ones that developed the no propulsion engines in vehicles Americans call ufos.
Russia is good at what they do apparently. Probably the ones that developed the no propulsion engines in vehicles Americans call ufos.
Makes unsubstantiated conspiracy claim about Russia developing UFO technology without evidence.
Unverified Claim
0.75
@Fat_Fish_Cant_Swim
Mar 4, 2025
Putin is not a dictator
Putin is not a dictator
Makes a factual assertion about Putin's political status without evidence, contradicting widely documented information.
Unverified Claim
0.75
@PedroRivadeneira-n5x
Mar 4, 2025
He will backtrack in under 1 month.
He will backtrack in under 1 month.
Commenter makes a specific predictive claim without evidence that Trudeau will reverse his position within one month.
@brandiesodensaint-claire5792
Mar 4, 2025
Canada can just turn off oil supply to the US. The US cannot refine their own oil, they need to import oil because all their refineries are set up for the type of oil that …
Canada can just turn off oil supply to the US. The US cannot refine their own oil, they need to import oil because all their refineries are set up for the type of oil that is imported, and not their own type of oil, which is low-grade
Makes specific factual claims about US oil refinery capacity and imports without evidence.
@EvilDrDude
Mar 4, 2025
And why his father did nothing when a Khalistani bombed Air India flight in Canada killing majority of Canadians?
And why his father did nothing when a Khalistani bombed Air India flight in Canada killing majority of Canadians?
Makes a specific factual claim about a historical event (Air India bombing) and attributes inaction to a political figure without evidence.
@amitdhanpat
Mar 4, 2025
are these white people who are mocking us suck bbc for money in porn
are these white people who are mocking us suck bbc for money in porn
Makes incoherent, unsubstantiated claims mixing race, nationality, and fabricated accusations.
naneshdasireddy6825
Mar 2, 2026
And why his father did nothing when a Khalistani bombed Air India flight in Canada killing majority of Canadians?
And why his father did nothing when a Khalistani bombed Air India flight in Canada killing majority of Canadians?
Repeats the same unverified claim about Air India bombing and alleged inaction by a political figure.
@amitdhanpat
Mar 4, 2025
Canada a safe house for criminals on run from law across the world
Canada a safe house for criminals on run from law across the world
Makes an unsubstantiated claim that Canada harbors international criminals, combining fear-mongering with unsupported assertion.
@itz_killed6652
Mar 4, 2025
Trump just wants our resources. It never had anything to do with border security. It has been all BS since day one.
Trump just wants our resources. It never had anything to do with border security. It has been all BS since day one.
Makes an unsubstantiated claim about Trump's true motivations while comparing US and Canadian positions.
@scress23
Mar 4, 2025
Piss off CNN. We all understand that you’d prefer we heel and be happy under the rule of someone like Trudeau but that’s not reality in America. No matter how badly you’d like it to …
Piss off CNN. We all understand that you’d prefer we heel and be happy under the rule of someone like Trudeau but that’s not reality in America. No matter how badly you’d like it to be and no matter how hard you pull the strings to make it so
Makes unsubstantiated claims about CNN's preferences and alleged string-pulling while criticizing Trudeau's influence.
@TommyGunn-i5g
Mar 4, 2025
"People don't understand that many Arab or Pakistani people look Indian. They do these things, but all the blame comes to India."
"People don't understand that many Arab or Pakistani people look Indian. They do these things, but all the blame comes to India."
Attempts to deflect blame from Indian immigrants by claiming Arabs/Pakistanis are misidentified, using false equivalence to minimize criticism.
op7803
Jan 27, 2026
Justin is.gonna be gone soon. And Trump is going to wait. And the next leader of Canada will be an ally of Trump
Justin is.gonna be gone soon. And Trump is going to wait. And the next leader of Canada will be an ally of Trump
Makes speculative claims about future political leadership and alignment without factual basis, comparing Canadian and U.S. political dynamics.
@areascoda2912
Mar 4, 2025
?Zeleneski is smart he dragged EU?? & ??Canada to War that's not belong to them. Ain't he good sales man as President Trump said?
?Zeleneski is smart he dragged EU?? & ??Canada to War that's not belong to them. Ain't he good sales man as President Trump said?
Makes unsubstantiated claim that Zelensky manipulated EU and Canada into war, presented as fact without evidence.
@StrangeFavour
Mar 4, 2025
Trump is trying to break Canada so he can steal its resources because it's on his tiny brain as he keeps repeating it. There is no other reason for tariffs and Americans are against its …
Trump is trying to break Canada so he can steal its resources because it's on his tiny brain as he keeps repeating it. There is no other reason for tariffs and Americans are against its own leadership.
Makes a specific factual claim (Trump wants to steal Canadian resources) presented without evidence, combined with threat framing about tariffs.
@Richyvet
Mar 4, 2025
I think this is because of the free amount of billions you get from the USA with nothing in return. Nothing so why should we help! Why is some of your government talking to Trump …
I think this is because of the free amount of billions you get from the USA with nothing in return. Nothing so why should we help! Why is some of your government talking to Trump privately about joining the USA as another state. I believe this will happen!
Makes unsubstantiated claims about US aid to Canada and alleges private government discussions about joining the US as a state without evidence.
@tazman19907
Mar 4, 2025
You forgot to mention that you locked up an innocent chinese woman for 3 years .... because the US told you to do it!
You forgot to mention that you locked up an innocent chinese woman for 3 years .... because the US told you to do it!
Commenter makes a specific factual claim about detention of a Chinese woman allegedly due to US pressure, presented without evidence.
@joegoh1968
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)