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
They were pooing on our beaches covering it with sand like cat liter
They were pooing on our beaches covering it with sand like cat liter
Makes a crude, unsubstantiated claim about immigrant behavior designed to provoke disgust and reinforce negative stereotypes.
pancakes4027
Jan 28, 2026
DURKA DURKA ☪️. PM Mark Carney "NEW WORLD ORDER" to cause CHAOS in the WEST with Mass Immigration! Thanks WOKE Liberals...
DURKA DURKA ☪️. PM Mark Carney "NEW WORLD ORDER" to cause CHAOS in the WEST with Mass Immigration! Thanks WOKE Liberals...
Contains conspiracy theory rhetoric about 'New World Order' and fabricated claims about PM and mass immigration.
jasonviking
Jan 27, 2026
whever indians go, scams follow
whever indians go, scams follow
Makes a sweeping, unsubstantiated generalization about an ethnic group and criminal behavior.
The_Pontiff-f3j
Jan 28, 2026
THESE 4 stooges were planted by CCP, Jagmeet Singh and Iran and the 4th one was appointed by former PM Justine Trudy-Singh repersenting the DEI group.
THESE 4 stooges were planted by CCP, Jagmeet Singh and Iran and the 4th one was appointed by former PM Justine Trudy-Singh repersenting the DEI group.
Makes unsubstantiated conspiracy claims that officials were 'planted' by CCP, Iran, and former PM without evidence.
Unverified Claim
0.88
deebee1284
Sep 29, 2025
genreally Indians are dirty people 😆😅🤣
genreally Indians are dirty people 😆😅🤣
Makes a sweeping, dehumanizing generalization about an ethnic group presented as fact, which is a stereotype-based false claim.
jacksondebbarma7644
Jan 28, 2026
USA sends more Fentanyl to Canada than they send to us. FACT!
USA sends more Fentanyl to Canada than they send to us. FACT!
Comment presents a specific factual claim about fentanyl flows between countries without evidence, marked as 'FACT' despite being unsubstantiated.
Unverified Claim
0.88
@andys242424
Mar 4, 2025
Fellow Canadians, stand behind him. Stay strong.\n\nWe need President Trump to take over. Make Canada America Again.\n\n82% of Canadians support President Trump\n\n61% of Canadians want to be part of a great pure America
Fellow Canadians, stand behind him. Stay strong.\n\nWe need President Trump to take over. Make Canada America Again.\n\n82% of Canadians support President Trump\n\n61% of Canadians want to be part of a great pure America
Presents specific fabricated statistics (82% and 61% support figures) without evidence as factual claims.
@henrylee8510
Mar 4, 2025
Why does their god look half Ape… but ppl try to put this mess on Blacks … they are worshipping their lineage
Why does their god look half Ape… but ppl try to put this mess on Blacks … they are worshipping their lineage
Contains dehumanizing false claims about religious imagery and attempts to blame Black communities for unrelated issues.
JulyCancer1
Feb 19, 2026
You know the truth President Trumpet, about Canada as our evidence proving sir that Canada’s Governments hire the international known Biker Criminal Organizations to put the Hit on Canadians whom have evidence against Canada’s very …
You know the truth President Trumpet, about Canada as our evidence proving sir that Canada’s Governments hire the international known Biker Criminal Organizations to put the Hit on Canadians whom have evidence against Canada’s very corrupted Criminal politicians of the Liberal Party and Conservatives whom for decades across Canada with their provincial underlings have turned Canada into a a Pro Domestice Organized Criminal state , all biker gangs in Canada and mafia have complete Criminal Immunity by all of Canada’s governments. Trudeau Pollievre are iars along with their provincial counter parts. Trudeau currently the head of his governments criminal syndicate’s. The governments of Canada are guilty of criminal acts against us by very much approving and hiring biker gangs and all their street thugs as well as many members of police and national security supporting these gang institutions with complete criminal immunity. The fact is that All of Canada’s allies that have embassies in Ottawa have protected Canada’s clear defined terrorist acts against my wife and I for almost 20 years one government after the other. The Trudeau Government has cut trade deals with other member states that include these nations forced to as part of the Trudeau liberal conservative agenda in trade agreements with out this being written with in those trade agreements that member states must adhere to a collective part of trade agreements that no nation in such agreements is allowed to present any criminal evidence against the governments of Canada by Canadian citizens . Factum. The Trudeau government and their entire Parliament of opposition are so frightened of our 20 years of evidence that they have closed off all my videos on YouTube to the public both with in Canada and outside Canada. The world cannot become all gangster states and gangster statemen for this will destroy the nations. Canada’s prime ministers have lied and lied and lied they do not at all deal with internal domestic criminal gang terrorism they secretly endorce all of it. Many American peoples suffer from the governments of Canada’s secret criminal gang Drug Trade. Trudeau for example decided to legalise cannabis a industry run by all the criminal organizations in Canada prior to legalisation making hundreds of millions of pot laundering drug money, Trudeau decides he wants a cut of the pot trade so he legalises all the criminal organizations running illegal grow operations now licenced to legally operate across Canada and sell pot legally to Canadians paying revenue Canada tens of millions in taxes the same organizations are now licienced by Trudeau to grow operations these same groups also are involved in international illegal drug activity in with South American Cartels and Mexican Cartels. Trump must come clean with God and take action against Canada 75 percent sanctions must employed. The reason why Canada refuses to join the U.S as a 51’s state is because we would then fall under the U.S Justice System and then the U.S would be shocked to see that Canada is a criminal state.
Presents elaborate conspiracy theories about Canadian government hiring criminal organizations without evidence, characteristic of fabricated claims.
@danielfitzgerald3417
Mar 4, 2025
This was never a white country. It was brown natives first. Then the jews came and raped and murdered them and brought different cultures here to fight each other so they can keep control. Use …
This was never a white country. It was brown natives first. Then the jews came and raped and murdered them and brought different cultures here to fight each other so they can keep control. Use your brains dumbass goy.
Promotes conspiracy theory about Jewish control and deliberate ethnic conflict creation, combined with false historical claims.
jovo2012
Jan 28, 2026
Liberal Immigration System = Legalized Population Replacement = Invade and Conquer
Liberal Immigration System = Legalized Population Replacement = Invade and Conquer
Makes conspiratorial claim equating immigration policy with 'population replacement' and 'invasion,' a debunked conspiracy theory.
T.O.Moriarty
Feb 19, 2026
They're all dirty. Can't drive ignorant. There's 25 in one house.
They're all dirty. Can't drive ignorant. There's 25 in one house.
Presents multiple derogatory stereotypes about a specific group as factual claims.
Whatsgoinonhere
Jan 27, 2026
Canadian Truckers are 95% Indian now
Canadian Truckers are 95% Indian now
Makes a demonstrably false statistical claim about the ethnic composition of Canadian truckers.
Woozi185
Jan 27, 2026
I believe it is all by WEF design
I believe it is all by WEF design
Asserts a conspiracy theory about World Economic Forum orchestrating immigration policy without evidence.
Unverified Claim
0.88
murltetz1744
Feb 17, 2026
Correct, by design! WEF plan, that has failed miserably, at our own demise. Canada is cooked.
Correct, by design! WEF plan, that has failed miserably, at our own demise. Canada is cooked.
Invokes conspiracy theory (WEF plan) and makes unsubstantiated claims about Canada's decline, combining misinformation with alarmist framing.
stevelilly6890
Feb 17, 2026
Cuz of the VID???!!! no way, design by WEF food and immigration bs
Cuz of the VID???!!! no way, design by WEF food and immigration bs
Promotes conspiracy theory attributing pandemic and immigration policy to WEF manipulation without evidence.
Unverified Claim
0.88
JonathanSchwartz-r4w
Feb 17, 2026
A good scheister would inflate immigration, send untrackable monies through Ukraine on the way to their own pockets, stifle Canada's economy and buy up assets when everything crashes, like taking candy from a baby!
A good scheister would inflate immigration, send untrackable monies through Ukraine on the way to their own pockets, stifle Canada's economy and buy up assets when everything crashes, like taking candy from a baby!
Presents unsubstantiated conspiracy theory about government corruption involving Ukraine and financial manipulation.
Unverified Claim
0.88
garryrenner
Feb 17, 2026
Forced multiculturalism created Hitler
Forced multiculturalism created Hitler
Inflammatory false equivalence claiming multiculturalism caused fascism, a conspiracy-adjacent claim.
DJ-jy7md
Jan 27, 2026
Look at the UB agenda 21 in full effect
Look at the UB agenda 21 in full effect
References UN Agenda 21 conspiracy theory, a common false claim linking immigration to global governance plots.
Unverified Claim
0.88
zachhowell1412
Jan 27, 2026
Our government are all paki lovers, even the conservatives. This is all a part of the great replacement theory that they keep telling us is a conspiracy. It will end in war, war solves everything!
Our government are all paki lovers, even the conservatives. This is all a part of the great replacement theory that they keep telling us is a conspiracy. It will end in war, war solves everything!
Promotes conspiracy theory (great replacement) and makes inflammatory false claims about government and ethnic groups, predicting violent conflict.
weshackett5378
Jan 27, 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)