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
Canada lowkey sent 25k Indians back to India in 2025. It was all hush hush hush
Canada lowkey sent 25k Indians back to India in 2025. It was all hush hush hush
Makes an unverified claim about mass deportations presented as secret, combining false information with alarmist framing.
skellyhed
Feb 24, 2026
Even Indians don't want themselves there
Even Indians don't want themselves there
Makes a sweeping, unsubstantiated generalization about Indian nationals without evidence or context.
Unverified Claim
0.85
Doomers-2025
Jan 27, 2026
WEF puppet Trudeau
WEF puppet Trudeau
Makes an unsubstantiated claim that Trudeau is a 'WEF puppet' without evidence, referencing a conspiracy theory.
Unverified Claim
0.85
@gcell10
Mar 4, 2025
Russia BANK give Trump loan when he almost bankrupt. This is the why Trump is pro Putin.
Russia BANK give Trump loan when he almost bankrupt. This is the why Trump is pro Putin.
Comment asserts a specific causal claim about Trump's bankruptcy and Russian bank loans without supporting evidence.
Unverified Claim
0.85
@gargarprimo7860
Mar 4, 2025
Lies, there’s still thousands of criminals who aren’t citizens still here committing crimes especially in Toronto and CBSA is aware!!!
Lies, there’s still thousands of criminals who aren’t citizens still here committing crimes especially in Toronto and CBSA is aware!!!
Makes specific factual claim about 'thousands of criminals' without evidence, combined with security concern framing.
bobbiedylan9758
Dec 26, 2025
Hundreds? More like hundreds of thousands or even millions. Our government is rubber stamping everyone - that even includes people they gave refugee status to, who turned out to be involved in having underage s4x …
Hundreds? More like hundreds of thousands or even millions. Our government is rubber stamping everyone - that even includes people they gave refugee status to, who turned out to be involved in having underage s4x slaves in their home countries. Or people engaged in terrorism. How many girls have been groomed and trafficked in Canada because Liberals and their supporters wanted to false virtual signal? Why do you do an indepth piece on that? The hundreds of thousands of victims of Liberal ideology.
Makes unsubstantiated claims about refugee vetting failures and links immigration to serious crimes without evidence.
gigi6374
Feb 18, 2026
THE WEF MUPPETS DID THIS TO MAKE EVERYTHING BAD SO YOU WOULD WELCOME THEIR NEW WORLD ORDER.
THE WEF MUPPETS DID THIS TO MAKE EVERYTHING BAD SO YOU WOULD WELCOME THEIR NEW WORLD ORDER.
The comment promotes a conspiracy theory linking immigration policy to WEF and a 'new world order' without evidence.
onegod7257
Feb 23, 2026
And crime has sky-rocked.
And crime has sky-rocked.
Asserts a specific factual claim ('crime has sky-rocked') without evidence, which is a hallmark of unverified claims in immigration discourse.
VMX1.
Jan 3, 2026
All fake refugee cases, criminal background student visas …. Deport Deport Deport
All fake refugee cases, criminal background student visas …. Deport Deport Deport
Makes specific factual claims about 'fake refugee cases' and 'criminal background student visas' without evidence, paired with a call for deportation.
Mark-d4q3r
Dec 25, 2025
West Canada is a Chinese colony and East Canada is an Indian colony. Chinese and Indian have worked for English during the last 300 years.
West Canada is a Chinese colony and East Canada is an Indian colony. Chinese and Indian have worked for English during the last 300 years.
Makes demonstrably false claims about regional colonization by ethnic groups and fabricated historical narratives.
dagoudag
Feb 22, 2026
Donald trumpsky and comrade Vancsky are detirmed to destroy allies in favour of cosying up to Putin because Russia has something on trump that will come out and shock the world
Donald trumpsky and comrade Vancsky are detirmed to destroy allies in favour of cosying up to Putin because Russia has something on trump that will come out and shock the world
Commenter makes unsubstantiated conspiracy claims about Trump-Putin connections and alleged blackmail without evidence.
@clarkegable3622
Mar 4, 2025
I’ve seen them go poo in the shower at the gym.
I’ve seen them go poo in the shower at the gym.
Presents an anecdotal, likely fabricated claim designed to demean immigrants through crude stereotyping.
Moore91_burb
Feb 28, 2026
Our government has been taken over by a foreign government: Russia! Just admit it MAGA.
Our government has been taken over by a foreign government: Russia! Just admit it MAGA.
Makes an unsubstantiated claim that the government has been taken over by Russia, presented as fact without evidence.
@RR-sq8oc
Mar 4, 2025
CANADA Allowed CRIMINAL ILLEGALS INTO AMERICA.
CANADA Allowed CRIMINAL ILLEGALS INTO AMERICA.
Makes a specific factual claim without evidence that Canada allowed criminals into America, framed as an accusation.
@tonyvalle794
Mar 4, 2025
The responses by these people is typical of the Bullshit answers that people get when questioning in the USA. Do all of these morons go to the same Stupid school !! The reality is that …
The responses by these people is typical of the Bullshit answers that people get when questioning in the USA. Do all of these morons go to the same Stupid school !! The reality is that Canada has been screwed and abused by Indians and they should be BANNED from all Canadian schools!
Makes specific unsubstantiated claims that Indians have 'screwed and abused' Canada and should be banned from schools.
Ricy-i9y
Oct 10, 2025
i will never trust kenny he did nothing for Alberta.. he's freemason in the elite club!
i will never trust kenny he did nothing for Alberta.. he's freemason in the elite club!
Combines unfounded conspiracy theory (freemasonry/elite club) with vague political criticism, lacking factual substantiation.
Unverified Claim
0.85
fuderfle2491
Feb 23, 2026
The Nazi dictator in Canada just started a trade war against the USA. Ask Trump he will confirm it.
The Nazi dictator in Canada just started a trade war against the USA. Ask Trump he will confirm it.
Makes inflammatory unfounded claims about the Canadian PM being a 'Nazi dictator' and initiating a trade war without evidence.
@mikeburrows7977
Mar 4, 2025
I do believe that Putin has something incriminating on Trump that he has been blackmailing him with. Maybe something totally embarrassing from when Trump visited Russia as a private citizen several years ago.
I do believe that Putin has something incriminating on Trump that he has been blackmailing him with. Maybe something totally embarrassing from when Trump visited Russia as a private citizen several years ago.
Speculates about Putin blackmailing Trump with unsubstantiated claims presented as plausible theory.
Unverified Claim
0.85
@geomar6854
Mar 4, 2025
Bro said some one eats poo..come on man!!! Thats totally false..
Bro said some one eats poo..come on man!!! Thats totally false..
Directly refutes a false claim made in the video, identifying it as demonstrably untrue.
Unverified Claim
0.85
Aniljinwoo
Feb 23, 2026
If you want to know what Trumps up to you'd have to ask Putin.
If you want to know what Trumps up to you'd have to ask Putin.
Commenter makes an unsubstantiated claim that Trump takes orders from Putin without providing evidence.
Unverified Claim
0.85
@KindlyVegan
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)