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
Enviable ? Montreal is almost All Muslim living off the dole , it’s Canada !
Enviable ? Montreal is almost All Muslim living off the dole , it’s Canada !
Makes sweeping, unsubstantiated claims about Montreal's religious demographics and welfare dependency.
henryblicharz5556
Feb 18, 2026
A coordinated attack on all Western Civilization not just Canada.
A coordinated attack on all Western Civilization not just Canada.
Promotes conspiracy theory of coordinated attack on Western civilization through immigration.
GracieRose2018
Feb 18, 2026
we can tell it's all by design..look around, the mass immigration isn't just canada..it's the uk, france, germany, austrialia, new zealand, ireland, and any other 1st world country. They literally have wiped out any culture …
we can tell it's all by design..look around, the mass immigration isn't just canada..it's the uk, france, germany, austrialia, new zealand, ireland, and any other 1st world country. They literally have wiped out any culture the natural citizens had, replaced by ideology. Why is it mostly military aged men?? Who leaves their family and goes to another country??? Why are all these countries paying these immigrants, asylum/refugee so much money, literally almost 4 x what a senior gets?
Promotes conspiracy theory of coordinated mass immigration across Western nations designed to erase native culture, with unsubstantiated claims about demographics and welfare.
MajestikTwelve
Feb 18, 2026
Roxham Rd. was a human trafficking open door with RCMP baggage handlers for years,,,, then hell broke loose and we've lost the country now. It was deliberately planned decades ago, slow opening by the Conservatives …
Roxham Rd. was a human trafficking open door with RCMP baggage handlers for years,,,, then hell broke loose and we've lost the country now.
It was deliberately planned decades ago, slow opening by the Conservatives then flood gates by the Liberals. Canada is Captured and destoyed and Canadian TAXPAYERS are paying these people 81,000 per year WTF?
1st in line for healthcare, free extended healthcare, furniture, HOUSING, taxi money and free banking for CRIMINALS THESE PEOPLE DON'T PAY TAXES THEY TAKE FROM OUR TAX BASE - ITS TREASON ! WHERE'S THE LAWS IN CANADA THAT LEGISLATED THIS CRIME.
Contains multiple unverified claims (RCMP trafficking involvement, specific benefit amounts, tax-free status) presented as fact, mixed with conspiracy framing and economic grievance.
LeeYvesMexico
Feb 17, 2026
It's deliberate. Falling is something one does by accident!! It's part of an enhanced Cloward-Piven Strategy to overthrow democracy and usher in a tyrannical state. All Liberal actions back this up. Massive debt is another …
It's deliberate. Falling is something one does by accident!!
It's part of an enhanced Cloward-Piven Strategy to overthrow democracy and usher in a tyrannical state. All Liberal actions back this up. Massive debt is another key component of said strategy. Carney is sabotaging our US relationship and cozying up to China, and much much more.. . . . Can you list some?
Promotes conspiracy theory (Cloward-Piven Strategy) claiming deliberate sabotage of democracy, combining false claims with alarmist framing.
unknownknown2776
Feb 18, 2026
All Indian gods are demons.
All Indian gods are demons.
Makes a sweeping, false religious claim that conflates Indian deities with demons, combining misinformation with identity-based framing.
michaeldasilva2730
Feb 19, 2026
I'm calling it... Trump is going to order the US military to seize Canadian resources, within 1 maybe 2 years. War of 1812 is back on.
I'm calling it... Trump is going to order the US military to seize Canadian resources, within 1 maybe 2 years. War of 1812 is back on.
Makes a specific factual prediction (US military seizure of Canadian resources) presented without evidence, combined with alarmist framing.
@willhuggins8016
Mar 4, 2025
Indians are selling fake work permits, fake driver license, and fake security licenses...please investigate..these people!!!!
Indians are selling fake work permits, fake driver license, and fake security licenses...please investigate..these people!!!!
Makes sweeping ethnic generalizations about Indians engaging in document fraud without evidence, combining identity-based stereotyping with unverified claims.
salomonthomas4829
Feb 19, 2026
Trump is trying to collapse the Canadian economy so some how he can try and make Canada the 51st state without even firing a single shot.
Trump is trying to collapse the Canadian economy so some how he can try and make Canada the 51st state without even firing a single shot.
Presents a specific conspiratorial claim about Trump's intentions to collapse Canada's economy and annex it without evidence.
@davidstretton9872
Mar 4, 2025
The great population replacement theory is not theory anymore , results achieved , RCMP and Immigration pretending to do something via media spin and visual manipulation . Here is the con : headlines say investigation …
The great population replacement theory is not theory anymore , results achieved , RCMP and Immigration pretending to do something via media spin and visual manipulation . Here is the con : headlines say investigation , translation "we're looking into it " . Media shows shooting and netflix shooting drama . ...public perception of safety acheived , drinks all around for fooling them again .
Promotes 'great replacement' conspiracy theory and makes unfounded claims about government manipulation and media deception.
chriswong4304
Feb 18, 2026
Well yeah no jobs easy jail sentence easy money
Well yeah no jobs easy jail sentence easy money
Makes vague, unsubstantiated claims about migrants receiving easy money and lenient criminal justice treatment without evidence.
normalpersonnotwoke
Feb 18, 2026
FORCED removal of democracy to enable one world government under the China model😳😳😳😳. At least trump is trying to stop this crap!
FORCED removal of democracy to enable one world government under the China model😳😳😳😳. At least trump is trying to stop this crap!
Promotes conspiracy theory about forced democracy removal and one-world government without factual basis.
shawnfouhy3827
Feb 18, 2026
USA will invade Canada very soon. It’s that simple.
USA will invade Canada very soon. It’s that simple.
Makes a specific factual claim about imminent US invasion without evidence, combining alarmism with an unfounded assertion.
@JoeSomeone123
Mar 4, 2025
WTF what do you mean make it make sense... here its easy Trump is a Russian asset , everything he does towards Putin tells you so apply Occums razor and it is clear as day.......
WTF what do you mean make it make sense... here its easy Trump is a Russian asset , everything he does towards Putin tells you so apply Occums razor and it is clear as day.......
Asserts Trump is a Russian asset without evidence, using logical fallacy (Occam's Razor misapplied) to support conspiracy claim.
@InfusionFotoMpls
Mar 4, 2025
It's a shame that you guys will not talk about the real reason behind this massive increase in low skill immigration....It's a clear DIRECTIVE from the WEF and globalists to increase division, break the economy …
It's a shame that you guys will not talk about the real reason behind this massive increase in low skill immigration....It's a clear DIRECTIVE from the WEF and globalists to increase division, break the economy and provide quick citizenship to increase the voter pool... When the same playbook is happening in all the other western countries, it is not a coincidence but a serious and coordinated global plan. FIND SOME COURAGE to say what really is taking place....but you won't. If you need a quick reminder, take a look at what just happened in Spain - 500,000 new immigrants that will be given quick landed immigrant status allowing them to vote!!!!!
Promotes conspiracy theory about coordinated global WEF plan to manipulate immigration for voter manipulation and economic destruction, with false claims about Spain.
erinsteward6594
Feb 17, 2026
Trump and Vance are russian assets
Trump and Vance are russian assets
Presents a specific factual assertion (Trump and Vance are Russian assets) without evidence or substantiation.
Unverified Claim
0.85
@camo6344
Mar 4, 2025
in 2013, the United Nations set out a Universal Agenda called the 2030 Agenda for Sustainable Development and the Right to Health, in this Agenda, which has to be met by 2030, Since 2013, we …
in 2013, the United Nations set out a Universal Agenda called the 2030 Agenda for Sustainable Development and the Right to Health, in this Agenda, which has to be met by 2030, Since 2013, we had the Climate Change hoax that was started by our king while he asked for all financial institution to dish out over $780 billion dollars worth 'green things' which are now going bankrupt, however, he convinced that the earth was going to combust, then we had the COVID, which killed many, so now that those schemes are over, we are slapped with another tax scheme called tariffs. Anyhow, the Agenda said that in order for us to enter 'THE NEW ERA' the natural resources that the Country produces are to be shared for all citizens to enjoy, NOT SHAREHOLDERS!!
Makes multiple unsubstantiated claims about UN agendas, climate hoax, and financial schemes without evidence.
Unverified Claim
0.85
@TheCondoLife-er4og
Mar 4, 2025
It was purely designed to import a vast number of future liberal voters. There was no other reason. With how quickly citizenship is granted here after getting your PR, it's obvious.
It was purely designed to import a vast number of future liberal voters. There was no other reason. With how quickly citizenship is granted here after getting your PR, it's obvious.
Presents a conspiracy theory that immigration policy is designed to create partisan political advantage without evidence.
Martin_from_SC
Feb 17, 2026
Canada is bringing all Islamists from all over the world, then unleashing them into the USA., which is more dangerous than all illegal pouring into the USA from south combined
Canada is bringing all Islamists from all over the world, then unleashing them into the USA., which is more dangerous than all illegal pouring into the USA from south combined
Makes specific factual claim about Canada importing Islamists without evidence, framed as security threat.
@saibalghosh-t5c
Mar 4, 2025
Its especially bad in BC where they basically are all gangsters and shoot and rob and kill people and then they blame racism when they get called out
Its especially bad in BC where they basically are all gangsters and shoot and rob and kill people and then they blame racism when they get called out
Makes sweeping, unsubstantiated claims about Indian immigrants in BC being criminals, combining false generalizations with threat rhetoric.
DaGoofyBaller
Feb 17, 2026
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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)