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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Fear / Threat
3,873 comments
I don't like canada I don't like india I don't like africa I don't like america I don't like europe the world 🌎 has become chaos hate friction tension stress violence crime murder church mosq …
I don't like canada
I don't like india
I don't like africa
I don't like america
I don't like europe
the world 🌎 has become chaos hate friction tension stress violence crime murder
church mosq gurudwar synagogue temple
none are safe
Expresses broad anxiety about global chaos, violence, and the failure of institutions across multiple countries and religions.
yewo-kp4lf
Feb 28, 2026
Nah id be in jail living in Brampton. Stop letting fools get away with dumbshit in your country, get out the car and give a smack
Nah id be in jail living in Brampton. Stop letting fools get away with dumbshit in your country, get out the car and give a smack
Expresses alarm about crime and lawlessness in a specific Canadian city, framing immigrants as a security threat.
laundryman9311
Jan 28, 2026
Glad I moved OUT of Brampton in the 90s. It was starting then. I have been to over 40 countries, and none of them would have accepted an invasion like Canada has.
Glad I moved OUT of Brampton in the 90s. It was starting then. I have been to over 40 countries, and none of them would have accepted an invasion like Canada has.
Uses personal relocation history to frame immigration as an 'invasion,' expressing demographic anxiety through comparative language.
cail592
Jan 27, 2026
I am an Indian and seeing this... Canada is indeed cooked.
I am an Indian and seeing this... Canada is indeed cooked.
Commenter expresses concern about Canada's future viability from the perspective of an Indian observer, framing the situation as dire or unsustainable.
d_mvp
Nov 1, 2025
Tyler, They have had saber fights in the parking lot (iirc Sheridan College Davis campus). There's conflicts between hindus and sikhs every fucking diwali due to the khalistan bullshit. These indians love shooting fireworks up …
Tyler,
They have had saber fights in the parking lot (iirc Sheridan College Davis campus). There's conflicts between hindus and sikhs every fucking diwali due to the khalistan bullshit. These indians love shooting fireworks up until 3am, and disturb all the folks trying to sleep, and terrorize dogs kept outside. Diwali has gotten so bad one year, the city had to issue air pollution warnings due to the amount of fireworks. They've also found out some time ago that there was a basement where they had 30+ different individuals living there, packed like a can of sardines. The sikhs are absolute ass at driving, and they run the trucking industry. Accidents everywhere. Brampton has developed a real bad name over the years. Absolute shit city.
Detailed litany of alleged social problems attributed to Indian/Sikh immigrants, combining anecdotal evidence with demographic anxiety and ethnic stereotyping.
FrogInYourMouth
Jan 27, 2026
It’s actually so bad here lmao
It’s actually so bad here lmao
First-person expression of distress about conditions in Canada, conveying concern or alarm about the situation.
Geemoneey
Jan 27, 2026
Canadas about to get a beat down!!! ?????? F Canada
Canadas about to get a beat down!!! ?????? F Canada
Expresses threat/danger framing ('beat down') and hostile sentiment toward Canada.
@aLargeFarva23
Mar 5, 2025
Trump is working to destroy our country.
Trump is working to destroy our country.
Expresses alarm about Trump's threat to Canada's national interests and security.
@joelcoyne1365
Mar 4, 2025
I'm an American black man.....I can bet if I was to try and enter you country by illegal means I would be hurt ....killed ,I would never make it into your country you people hate …
I'm an American black man.....I can bet if I was to try and enter you country by illegal means I would be hurt ....killed ,I would never make it into your country you people hate blacks why ? Probably because the hateful white man in this great country of America taught you to hate but hate is in fact in all races, we have enough hate in America so kindly keep y'all asses out of America.... Thank you Mr President ??
Black American expresses fear of harm and racial discrimination if attempting illegal entry to Canada, framing it as a threat based on racial identity.
@malachi0000
Mar 5, 2025
The West has fallen
The West has fallen
Expresses apocalyptic concern about Western decline, conveying existential threat and demographic anxiety.
69pepe420
Oct 22, 2025
Trouble is they move into towns don’t spend money in the town shops restaurants shut down then they buy everything we have them in Australia too there everywhere there breeding us all out of our …
Trouble is they move into towns don’t spend money in the town shops restaurants shut down then they buy everything we have them in Australia too there everywhere there breeding us all out of our own countries time we woke up
Expresses demographic anxiety and existential threat framing, claiming immigrants are displacing native populations and destroying local economies.
Robbie-d604
Jan 27, 2026
that last convo in the end -- may it be real or not gives me the creeps
that last convo in the end -- may it be real or not gives me the creeps
Expresses unease and alarm about content in the video, suggesting anxiety or concern about what was presented.
Fear / Threat
0.80
FieldCorpuz
Jan 27, 2026
American people will suffer unfortunately now. Trump is out of control!
American people will suffer unfortunately now. Trump is out of control!
Expresses anxiety about American suffering under Trump, framing him as a threat to national wellbeing.
@shanepower3114
Mar 4, 2025
Trump wants America to die from what it looks like! He's alienating us from our allies!
Trump wants America to die from what it looks like! He's alienating us from our allies!
Expresses alarm about Trump's actions damaging alliances, framed as a threat to international relationships.
@BrianPerry-z7n
Mar 4, 2025
Canada cannot survive a trade war. They will go broke while we go back to being self sufficient. Canada is a communist parasite governed country. 60% of Canadas income is from the USA. Pay the …
Canada cannot survive a trade war. They will go broke while we go back to being self sufficient. Canada is a communist parasite governed country. 60% of Canadas income is from the USA. Pay the tariffs or parish.
Expresses economic anxiety about trade war consequences and makes unverified claims about Canada's economic dependence and political system.
@7acersadogandakubota
Mar 5, 2025
It seems this is happening all over the world, USA, Canada, Australia, Japan, when will it end? Erecting a giant blue demon would have made me move immediately.
It seems this is happening all over the world, USA, Canada, Australia, Japan, when will it end? Erecting a giant blue demon would have made me move immediately.
Expresses alarm about global immigration patterns and uses hyperbolic imagery to convey demographic anxiety across multiple nations.
OrthodoxChristianWarrior
Jan 27, 2026
Trump idolizes Putin.\nPutin wanted to invade Ukraine, while Trump wants to invade Canada.
Trump idolizes Putin.\nPutin wanted to invade Ukraine, while Trump wants to invade Canada.
Draws a comparison between Putin and Trump while expressing alarm about potential invasion, framing Trump as a security threat.
@rannybautista5930
Mar 5, 2025
If that savage country can wage economic war on their friends Canada no one is safe. America is not your friend.
If that savage country can wage economic war on their friends Canada no one is safe. America is not your friend.
Expresses security and economic threat concerns about the U.S., characterizing it as dangerous and untrustworthy.
@Byrney31
Mar 5, 2025
I guarantee you 100% World War III because of what this idiot Dump is doing! He is snugging up to Putin and Russia, eventually this will go sideways and war will break out. Maga and …
I guarantee you 100% World War III because of what this idiot Dump is doing! He is snugging up to Putin and Russia, eventually this will go sideways and war will break out. Maga and republicans probably thing Im a moron who has no clue. I give it 6 months!
Expresses alarmist predictions of World War III based on unsubstantiated claims about Trump's Russia ties, combining fear-mongering with conspiracy-adjacent assertions.
@svedalawoodcrafts
Mar 4, 2025
Look at the statue, what the hell they are claiming the land as their own, by bringing that monkey statue their, you know how that works
Look at the statue, what the hell they are claiming the land as their own, by bringing that monkey statue their, you know how that works
Expresses alarm about symbolic territorial claims through religious/cultural objects, framing immigration as a threat to national ownership.
ernestojrredolme5804
Jan 28, 2026
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)