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
I think you first have to think about Muslim who every day taking your women Indian never invade any country but Muslim do 😂😂😂😂
I think you first have to think about Muslim who every day taking your women Indian never invade any country but Muslim do 😂😂😂😂
Contains fabricated generalizations about religious groups and false historical claims presented as fact, with identity-based framing.
topvideo44
Feb 27, 2026
I heard in Canada government kill disabled people n children why not law sport public do the disabled are with out life 🧬 you talk 🦜 humans rights
I heard in Canada government kill disabled people n children why not law sport public do the disabled are with out life 🧬 you talk 🦜 humans rights
Makes unsubstantiated claims about government killing disabled people and children, combining false allegations with incoherent rhetoric about human rights.
gardengrandpa9787
Feb 27, 2026
Replacement theory
Replacement theory
References 'replacement theory,' a debunked conspiracy theory about demographic change, combining fear-mongering with demonstrably false claims.
mikejarmoluk3523
Feb 27, 2026
Trump is a Russian asset.
Trump is a Russian asset.
Makes a specific factual claim (Trump is a Russian asset) presented without evidence or substantiation.
Unverified Claim
0.85
@mrq1701
Mar 4, 2025
Indian Hindus spread all over UK USA CANADA AUSTRALIA NEWZELAND buttering locals/Authorities, spreading rumours, creating false negatives about Muslims, while scamming and committing all financial frauds.
Indian Hindus spread all over UK USA CANADA AUSTRALIA NEWZELAND buttering locals/Authorities, spreading rumours, creating false negatives about Muslims, while scamming and committing all financial frauds.
Makes sweeping, unsubstantiated claims about Hindu immigrants engaging in fraud and conspiracy, combining false generalizations with ethnic stereotyping.
Kas.Ali25
Feb 24, 2026
All claimants from India are bogus. India is a safe country with no persecution
All claimants from India are bogus. India is a safe country with no persecution
Makes a sweeping, unsubstantiated claim that all asylum claims from India are fraudulent.
KGFlyer55
Feb 24, 2026
Indian foods are prepqred dirty by indians. they dont even take bath.
Indian foods are prepqred dirty by indians. they dont even take bath.
Makes demonstrably false, dehumanizing stereotypes about Indian people's hygiene practices, combining misinformation with ethnic identity-based prejudice.
potchiethecat
Feb 24, 2026
Trump is a Russian plant and nothing anyone says is gonna stop trump for serving his master.
Trump is a Russian plant and nothing anyone says is gonna stop trump for serving his master.
Unsubstantiated conspiracy claim that Trump is a Russian agent serving Putin.
Unverified Claim
0.85
@theblackranger7750
Mar 4, 2025
Trump is a Russian asset.
Trump is a Russian asset.
Makes a specific factual claim about Trump's allegiance to Russia without evidence, presenting conspiracy-adjacent assertion.
Unverified Claim
0.85
@Phoenix-vg8li
Mar 4, 2025
She is the most embarrassing minister Canada ever had. She is going to bring few millions criminals more to Canada this year. That’s why Canada is a crime Capital of the world. I heard, they …
She is the most embarrassing minister Canada ever had. She is going to bring few millions criminals more to Canada this year. That’s why Canada is a crime Capital of the world. I heard, they are going to change the name for Brampton. Its going to be called either Brown town or Khalistan.
Makes false claims about crime statistics and fabricates conspiracy theories about city renaming, combining misinformation with demographic anxiety.
harry-hq3xq
Feb 27, 2026
Mark Carney could not last a week without his Communist Propaganda Media CBC CTV and Global Spewing Lies propaganda and Disinformation on a Daily Basis.
Mark Carney could not last a week without his Communist Propaganda Media CBC CTV and Global Spewing Lies propaganda and Disinformation on a Daily Basis.
Makes unsubstantiated claims about propaganda and disinformation without evidence, combining conspiracy thinking with political criticism.
BIGFOOT-BC-HammerDown
Feb 27, 2026
Mark Carney is dependent on smoke screens and red herrings to keep his Con Jobs working against Canadians. Carney is the biggest problem Canada has ever had.
Mark Carney is dependent on smoke screens and red herrings to keep his Con Jobs working against Canadians. Carney is the biggest problem Canada has ever had.
Makes sweeping, unsubstantiated claims about a political figure being Canada's 'biggest problem' without factual basis.
BIGFOOT-BC-HammerDown
Feb 27, 2026
Maybe they are pretending to be clueless to avoid culpability for intentionally bringing in millions of immigrants simply for more Liberal votes! They know what they are doing.
Maybe they are pretending to be clueless to avoid culpability for intentionally bringing in millions of immigrants simply for more Liberal votes! They know what they are doing.
Presents unsubstantiated conspiracy theory that government intentionally brings immigrants for electoral advantage.
Unverified Claim
0.85
donho7857
Feb 27, 2026
Get the 3,000,000 illegals out now! The minister is corrupt! She’ll last because that’s what her bosses - the new world order need to stall!
Get the 3,000,000 illegals out now! The minister is corrupt! She’ll last because that’s what her bosses - the new world order need to stall!
Contains unverified claims about 'illegals' and conspiracy theories ('new world order'), combined with alarmist framing and policy criticism.
charleswood2948
Feb 27, 2026
Chinada is the Globalist Guinea Pig...Agenda 2030 incoming!! No more true Democracy here
Chinada is the Globalist Guinea Pig...Agenda 2030 incoming!! No more true Democracy here
Promotes conspiracy theories about globalism and UN Agenda 2030 with alarmist framing about loss of democracy.
renscheapclassics7156
Feb 27, 2026
If the liberal government was bringing in engineers and doctors and their families, it'd be one thing.But they're not, they're shipping in criminals from other countries.These other countries are emptying their jails of the criminals.And …
If the liberal government was bringing in engineers and doctors and their families, it'd be one thing.But they're not, they're shipping in criminals from other countries.These other countries are emptying their jails of the criminals.And bringing them the canada and the liberals don't care as long as they vote for them.And cheat in the election, that's the bottom line!
The comment makes demonstrably false claims about governments 'shipping in criminals' and 'emptying jails,' which are conspiracy-theory narratives without factual basis.
Relevantminded
Feb 27, 2026
All an illegal immigrant has to say is "I'm gay. I'm really really gay! I'm annoyingly gay! I'm disgustingly gay! I'm so gay that goats are safe in and around me, and if I go …
All an illegal immigrant has to say is "I'm gay. I'm really really gay! I'm annoyingly gay! I'm disgustingly gay! I'm so gay that goats are safe in and around me, and if I go back home, they will kill me!!" and Canada will shower them with money.
Fabricated exaggeration of asylum/refugee approval processes, presenting false claims as fact.
emonk042
Feb 26, 2026
Just like the Democrats in the US did. Let in all kinds of illegals and "asylum seekers" to get their votes.
Just like the Democrats in the US did.
Let in all kinds of illegals and "asylum seekers" to get their votes.
Makes unsubstantiated claim that Democrats intentionally admit illegals for votes, a common conspiracy theory without evidence.
Unverified Claim
0.85
colehara
Feb 26, 2026
Look at everything he has done to the FBI, CIA, NATO and America’s Ally’s. This President is controlled by Putin. There is no other explanation that makes sense.
Look at everything he has done to the FBI, CIA, NATO and America’s Ally’s. This President is controlled by Putin. There is no other explanation that makes sense.
Asserts without evidence that Trump is 'controlled by Putin' and claims this is the only explanation that makes sense.
Unverified Claim
0.85
@stevevarga8621
Mar 4, 2025
Trump is a Russian asset.
Trump is a Russian asset.
Makes a specific factual assertion ('Trump is a Russian asset') without evidence, presenting it as fact.
Unverified Claim
0.85
@Osricjay
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)