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
Immigration is an international intentional woke evil agenda to sow decent and poverty on the population while polluting the voter base to maintain power! This is treasonous traitorous trash woke communist trash libtard government trash!
Immigration is an international intentional woke evil agenda to sow decent and poverty on the population while polluting the voter base to maintain power! This is treasonous traitorous trash woke communist trash libtard government trash!
Combines conspiracy theories, inflammatory partisan language, and unsubstantiated claims about intentional harm through immigration policy.
jeremychristopherjohnston1371
Feb 17, 2026
Its called the great replacement happening in all white countries. Look up every provincial pm in canada and youll see them meeting with rabbis. Both political parties as well
Its called the great replacement happening in all white countries. Look up every provincial pm in canada and youll see them meeting with rabbis. Both political parties as well
Promotes conspiracy theory ('great replacement') with fabricated claims about political leaders meeting with rabbis.
lilgustav5065
Jan 27, 2026
SEND THESE SLUMDOG SCAMMERS BACK TO THE SLUM CANADA IMPORTED THEM FROM ! ! They are not talented people . They picked them from a SLUM ! The worst of the worst . That is …
SEND THESE SLUMDOG SCAMMERS BACK TO THE SLUM CANADA IMPORTED THEM FROM ! ! They are not talented people . They picked them from a SLUM ! The worst of the worst . That is why they kill our wildlife in parks , crap on the beaches and streets and much much more . THEY ARE SLUM DWELLERS SENT HERE TO RUIN CANADA ON PURPOSE ! ! ! Send each and every one of them back .
Contains demonstrably false stereotypes and fabricated claims about immigrants' behavior and origins, combined with dehumanizing language.
roguemod1551
Feb 17, 2026
I KNOW. Its hard. Our host, trying, trying, straining to comprehend the big picture. This was a decent logical interview. Kenney called out 'post nationalist' the death of history insane ideology. And the two of …
I KNOW. Its hard. Our host, trying, trying, straining to comprehend the big picture.
This was a decent logical interview. Kenney called out 'post nationalist' the death of history insane ideology. And the two of you showed how it has been rejigged, a lot of the details. Good job. Honestly, excellent interview. I saved it to my PC.
Here is the hard part. Excepting the US, the entire west, UK, Germany, France, Spain, Canada, Australia etc, is engaging the same precise nation wrecking migration policies. Ponder the concept - its a global plan. THAT is the hard part. Stretch your mind Lilley, you can do it. You would start to wonder whether its one arm of an overall decline of the west actual plan. Wreck energy, agriculture, public finances, flood the place with unvetted migrants to swamp the place, deride the history, promote shame, wreck the very concept of a family, de-industralize. Make us all poor, dependent, minorities in our own homeland. Keep gnawing away at free speech, arrest grandmas for posting why is the local hotel full of migrants who dont speak english?
Just how it is man. I know, its hard to comprehend. Facts are facts however.
Commenter promotes a global conspiracy theory about coordinated 'nation wrecking' migration policies across Western countries without evidence.
GrantK-k7b
Feb 17, 2026
These cow dung worshippers should be made into tree decorations.
These cow dung worshippers should be made into tree decorations.
Contains dehumanizing slur and violent rhetoric disguised as commentary, representing hateful misinformation rather than legitimate discourse.
beyonderspacewalker3086
Jan 27, 2026
I can't stand these Street Shitting Scammer motherfukers 😡
I can't stand these Street Shitting Scammer motherfukers 😡
Uses dehumanizing slurs and false stereotypes ('street shitting') combined with scam accusations to demonize Indian immigrants.
thisisit5150
Jan 28, 2026
According to India CBI CRIME BRANCH INDIA more then 789000 most wanted Khalistani in India got student visa for the last 2 years under Trudeau now living in Brampton Surrey Mississauga Malton Nova Scotia and …
According to India CBI CRIME BRANCH INDIA more then 789000 most wanted Khalistani in India got student visa for the last 2 years under Trudeau now living in Brampton Surrey Mississauga Malton Nova Scotia and across the country
Cites unverified statistics from Indian authorities to claim dangerous criminals entered Canada under Trudeau, a demonstrably false conspiracy claim.
RossMurphy-o7l
Feb 18, 2026
Id suggest the downfall of canada is not by liberal design, but the WEF who have controlled policy. The mentally deranged left are simply the useful idiots who do their bidding. Trudeau Jr. thought he …
Id suggest the downfall of canada is not by liberal design, but the WEF who have controlled policy. The mentally deranged left are simply the useful idiots who do their bidding. Trudeau Jr. thought he was a leader. He was just a brain dead puppet. Stupid people will do anything to be more popular, even though everyone laughs at them when they leave the room.
Carney is sinister and has more brains, but just look at his family to see where his mind is at.
Promotes conspiracy theories about WEF control and characterizes political opponents with inflammatory language lacking factual basis.
glenfields2472
Feb 18, 2026
F*cking p*kies
F*cking p*kies
Ethnic slur with no substantive content; classified as misinformation/hate speech rather than legitimate discourse.
Unverified Claim
0.90
AndrewT95
Jan 28, 2026
DJT is in FACT a Russian Operative. He works for Putin and is dismantling the US piece by piece until it's too weak to be completely taken over by Fascism
DJT is in FACT a Russian Operative. He works for Putin and is dismantling the US piece by piece until it's too weak to be completely taken over by Fascism
Makes a specific factual claim (Trump is a Russian operative working for Putin) presented without evidence, combined with alarmist framing.
@YesItsMeGuys68
Mar 4, 2025
All scammer are Indian..
All scammer are Indian..
Makes a sweeping, demonstrably false generalization attributing criminality to an entire nationality.
makahmed7130
Jan 28, 2026
USA Most Advance 👍smart: The man named Jesus Christ teaches people to lick women's genitals with their tongues and to eat and have sex with innocent animals..😂😂😂😂
USA Most Advance 👍smart: The man named Jesus Christ teaches people to lick women's genitals with their tongues and to eat and have sex with innocent animals..😂😂😂😂
Contains demonstrably false and inflammatory claims about religious teachings, appearing to be off-topic spam or trolling.
AjayNagar-y6x
Jan 29, 2026
Poopjeets 💩🇮🇳🍆🐷🕉️🤣
Poopjeets 💩🇮🇳🍆🐷🕉️🤣
Uses a dehumanizing slur with emojis targeting a specific ethnic/national group, constituting hate speech and misinformation.
randomdude58821
Feb 17, 2026
I got bad news for you braindead fake vaccinated sheep; canada has ALWAYS been a brown country for tens of thousands of years. White people never owned this land and still dont. The entitlemtn u …
I got bad news for you braindead fake vaccinated sheep; canada has ALWAYS been a brown country for tens of thousands of years. White people never owned this land and still dont. The entitlemtn u feel is brainwashing from the jews because u are a dumbass goy that's easy to manipulate.. and now they are manipulatinf you to fight other cultures when EVERYONE knows what group is responsible for all the of worlds problems. The deepstate.
Contains conspiracy theories, antisemitic tropes, and demonstrably false claims about historical land ownership and coordinated manipulation.
jovo2012
Jan 28, 2026
The Collapse of Canada You see The Bible does state that the FALL OF NATIONS is Coming meaning Canada, US, Britain etc. and when you check it's happening!
The Collapse of Canada You see The Bible does state that the FALL OF NATIONS is Coming meaning Canada, US, Britain etc. and when you check it's happening!
Makes unfounded apocalyptic claims about national collapse based on biblical interpretation, presenting conspiracy-like reasoning without evidence.
1186wolf
Feb 19, 2026
DONALD TRUMP IS A RUSSIAN ASSET.
DONALD TRUMP IS A RUSSIAN ASSET.
Makes a specific factual assertion (Trump is a Russian asset) presented without evidence, characteristic of conspiracy-adjacent claims.
Unverified Claim
0.90
@thepilgrim6375
Mar 4, 2025
The bad drivers are definitely Indian. Just look back how they drive at home. Terrible
The bad drivers are definitely Indian. Just look back how they drive at home. Terrible
Makes a sweeping, stereotypical claim about a national group's driving abilities based on ethnic origin, presenting anecdotal bias as fact.
Olimpusmoons4real
Feb 19, 2026
THEY POOP AND EAT IT. LOL
THEY POOP AND EAT IT. LOL
Crude, dehumanizing false claim targeting a specific group, representing fabricated stereotype.
Unverified Claim
0.90
devinirving5503
Jan 28, 2026
lndiаns аrе а jеwish biоwеароn
lndiаns аrе а jеwish biоwеароn
Conspiracy theory making a fabricated claim linking an ethnic group to weaponization, combining unverified claim with threat framing.
user-exuytv
Jan 27, 2026
All part of WEF plan!
All part of WEF plan!
Makes an unsubstantiated conspiracy claim attributing events to a WEF plan without evidence.
Unverified Claim
0.90
@markdickinson-pd4ip
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)