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
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
The lies coming from trudeau are unbelievable. What trudeau fails to tell you is that he legalized fentinal in British Columbia, and the reason seizures are low is because of his actions.
The lies coming from trudeau are unbelievable. What trudeau fails to tell you is that he legalized fentinal in British Columbia, and the reason seizures are low is because of his actions.
Makes specific factual claims about Trudeau legalizing fentanyl and manipulating seizure data without evidence, which are unverified assertions presented as fact.
@13ktostay
Mar 4, 2025
I'm 1000% sure that more fentanyl is trafficked into Canada from the USA, than from Canada to the USA.
I'm 1000% sure that more fentanyl is trafficked into Canada from the USA, than from Canada to the USA.
Presents a specific factual claim about fentanyl trafficking direction without evidence, stated with high certainty.
Unverified Claim
0.85
@josephhobbs4754
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
The only way that what's happening makes sense, is if Trump is legitimately a Russian plant, because there's only one country benefiting from all of this and it isn't the US.
The only way that what's happening makes sense, is if Trump is legitimately a Russian plant, because there's only one country benefiting from all of this and it isn't the US.
Presents a conspiracy theory claim that Trump is a 'Russian plant' without evidence, based on geopolitical pattern-matching.
@aequanimitas
Mar 4, 2025
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
Any government official who allows this to happen in any region is getting their pockets lined with heavy cash by the offenders. That’s politics
Any government official who allows this to happen in any region is getting their pockets lined with heavy cash by the offenders. That’s politics
Makes an unsubstantiated claim that government officials are being bribed without evidence, framed as a factual assertion.
MarvinsBareFootNow
Jan 23, 2026
The leader of Ukraine was deposed by the EU and US when he rightly chose to strengthen ties with Russia and not to join the EU. He could see through the reality that those wanting …
The leader of Ukraine was deposed by the EU and US when he rightly chose to strengthen ties with Russia and not to join the EU. He could see through the reality that those wanting to join the EU were young and looking to leave Ukraine whilst the older population relied on the cheap discounted fuel provided by Russia. It was quite common knowledge that the EU was after the resources of Ukraine. The difference between then and now is that Trump is doing exactly the same but told Ukraine exactly what he wants... Ukraine's resources.
Makes specific factual claims about EU/US involvement in Ukraine's leadership without evidence, while comparing geopolitical situations.
@aktharchowdhury9839
Mar 4, 2025
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
Come on... We know why Trump targeted Canada. Its because he was upset when Justin Trudeau was caught on a hot mic back in 2019 in London when he was talking about Trump's press conference. …
Come on... We know why Trump targeted Canada. Its because he was upset when Justin Trudeau was caught on a hot mic back in 2019 in London when he was talking about Trump's press conference. Trump is a child who likes to get his payback for people who he believes wrong'd him.
Makes a specific factual claim about Trump's motivations based on a 2019 incident without evidence or source.
Unverified Claim
0.85
@Ruffonez
Mar 4, 2025
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
Tim Uppal, as a Member of Parliament and Parliamentary Secretary to the Minister of Citizenship, Immigration, and Multiculturalism in 2010, announced a new initiative called the Student Partners Program (SPP) that resulted in a significant …
Tim Uppal, as a Member of Parliament and Parliamentary Secretary to the Minister of Citizenship, Immigration, and Multiculturalism in 2010, announced a new initiative called the Student Partners Program (SPP) that resulted in a significant increase in the approval rate of visas for students from India. This turned out to be scam, students did not come to study and go back, it was a backdoor for PR. In addition, a number of Indian students on student visas have committed crimes such as extortion, drug trafficking and killed people on highways as unqualified truck drivers. Lastly, they majority of them lack of consideration for others may it be economically or socially.
Makes specific factual claims about visa fraud, crimes by Indian students, and cultural incompatibility without evidence; combines with threat framing.
MC117-m4l
Jan 20, 2026
2.9 million people need to sent back their countries. Canada has become a third world toilet.
2.9 million people need to sent back their countries. Canada has become a third world toilet.
Makes specific numerical claim (2.9 million) without evidence and uses inflammatory language about national decline.
MountainMadnessCanuck
Jan 17, 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
They are traitors that plan to betray Americans and leave with BILLIONS. MAYBE TRILLIONS!!!
They are traitors that plan to betray Americans and leave with BILLIONS. MAYBE TRILLIONS!!!
Makes specific unsubstantiated claims about betrayal and theft of billions/trillions while expressing threat and alarm.
@RaycioUHateMeTho
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)