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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Comparative
2,420 comments
And now your closest neighbours hate you, Americans. This is so stupid.
And now your closest neighbours hate you, Americans. This is so stupid.
Compares Canada and US relations, expressing concern that American policy decisions are damaging relationships with neighbors and creating tension.
@Sombra-Negra-Sn
Mar 5, 2025
Remember the Roman Empire, British empire, Spanish , Vikings French , USSR, and now USA. All things come to an end
Remember the Roman Empire, British empire, Spanish , Vikings French , USSR, and now USA. All things come to an end
Commenter uses historical comparison of fallen empires to suggest USA's inevitable decline, implying threat through cyclical historical patterns.
@phatlaz1974
Mar 4, 2025
What a great speech!! .. so different than than US current president.
What a great speech!! .. so different than than US current president.
Praises Trudeau's speech by contrasting it favorably with the current US president's approach.
@mijinkim2096
Mar 5, 2025
Canadian immigration and recruitment of military people is the same as Russia - recruitment of mercenaries
Canadian immigration and recruitment of military people is the same as Russia - recruitment of mercenaries
Compares Canadian military recruitment practices to Russian mercenary recruitment, drawing a negative international parallel.
MelchorCatambing
Feb 27, 2026
Parallel societies are a problem regardless of where they are. Just look at Sweden
Parallel societies are a problem regardless of where they are. Just look at Sweden
Compares Canada's parallel societies problem to Sweden's, ranking nations on integration issues.
kimkristensen2816
Dec 9, 2025
Ngl let me be born Indian im running to America or Uk too
Ngl let me be born Indian im running to America or Uk too
Compares Canada unfavorably to the US and UK as immigration destinations, implying Canada is less desirable.
yochief-wy6tk
Jan 27, 2026
If Canadians are failing to stop drugs then evan Americans are also failing to stop it !
If Canadians are failing to stop drugs then evan Americans are also failing to stop it !
Compares Canada's drug policy failures to America's, implying shared responsibility and questioning differential blame.
@ap8672
Mar 4, 2025
Its time that the US should stop spreading its democracy around the world aka stealing other people's resources. US is worse than Russia.
Its time that the US should stop spreading its democracy around the world aka stealing other people's resources. US is worse than Russia.
Compares US and Russia negatively, ranking the US as worse while critiquing US foreign policy imperialism.
@EmojiGirls-13227
Mar 4, 2025
What grotesque statues!… The opposite of the beautiful Statue of Liberty! 🇺🇸
What grotesque statues!… The opposite of the beautiful Statue of Liberty! 🇺🇸
Compares Canadian statues unfavorably to the Statue of Liberty, ranking nations/symbols in terms of aesthetic/symbolic value.
aheat3036
Sep 18, 2025
Canada just be the 51st state cuz you’re going down.
Canada just be the 51st state cuz you’re going down.
Compares Canada unfavorably to the US by suggesting Canada should become a US state, implying national decline.
@Juniikarloss
Mar 4, 2025
As if bashing Russia gonna make deals go thru. Trump like Clinton choose not that route. And Putin respect and didn’t break agreements. But he broke on bush Obama and Biden . So it’s proven …
As if bashing Russia gonna make deals go thru. Trump like Clinton choose not that route. And Putin respect and didn’t break agreements. But he broke on bush Obama and Biden . So it’s proven their ways not work. So why not try something different with the approach.
Compares Trump's approach to past presidents and Putin's behavior, arguing for a different diplomatic strategy based on international comparisons.
@tabbynarcz
Mar 4, 2025
I love how the U.S. is matching what Canada was already doing and we're the crooks ?
I love how the U.S. is matching what Canada was already doing and we're the crooks ?
Compares Canada's immigration policies to the U.S., questioning why Canada is criticized while the U.S. does the same.
@justinclifton4379
Mar 4, 2025
Trudeau is the sort of president we need in the USA not a lying parasite like the one we have now. In 1956 Khrushchev, then leader of Russia said that they would not have to …
Trudeau is the sort of president we need in the USA not a lying parasite like the one we have now. In 1956 Khrushchev, then leader of Russia said that they would not have to fire a single shot to defeat America, that they would defeat America from within, and here we are.
Compares Canadian and American leadership favorably, includes unverified Cold War conspiracy claim about Soviet infiltration.
@jonwilliam3597
Mar 4, 2025
Here in Sydney Australia , many years ago the suburb of Strathfield Sydney , the Indian resident wants a statue of Mahatma Gandhi in the center square , the council say NO ! actually " …
Here in Sydney Australia , many years ago the suburb of Strathfield Sydney , the Indian resident wants a statue of Mahatma Gandhi in the center square , the council say NO ! actually " Bloody hell NO "! and this demand disappear permanently !
Compares Canada's situation to Australia, using an anecdote about cultural demands being rejected to frame immigrant integration issues.
who52au
Sep 20, 2025
Trump understands Putin, cos he wants to own the usa like Putin owns russia
Trump understands Putin, cos he wants to own the usa like Putin owns russia
Compares Trump's relationship to the US with Putin's control of Russia, using international comparison to make a political point.
Comparative
0.78
@alliegal45
Mar 4, 2025
I don't like Trudeau much but he can speak like a politician and what he says sounds like common sense. And then we got Trump, a six year old angry baby elephant and his sidekick …
I don't like Trudeau much but he can speak like a politician and what he says sounds like common sense. And then we got Trump, a six year old angry baby elephant and his sidekick JD Robin, the couch lover and ass licker, scamming and bullying basically everyone except Putler. Talk about a pathetic narcissist psychopath, and the hillbillies who voted for him should go join Russia on the frontline. I know they're too fat and they would shoot in the wrong direction but the Russians are on the same level
Compares Canadian and American leadership, using satirical language and moral critique to position Canada favorably against US political figures.
@krisstopher8259
Mar 4, 2025
From Australia well done mate I hope that we join you in this war inflicted by the dictator in the US Donald Trump may he rot in hell.
From Australia well done mate I hope that we join you in this war inflicted by the dictator in the US Donald Trump may he rot in hell.
Australian commenter expressing solidarity with Canada while comparing national positions and making moral judgments about Trump.
@dave-hp3rf
Mar 4, 2025
This is an example of a 21th century leader reacting to a 19th century leader.\nThe Netherlands stands with Canada!
This is an example of a 21th century leader reacting to a 19th century leader.\nThe Netherlands stands with Canada!
Compares leadership styles across time periods and expresses international solidarity with Canada.
@FredtheFrisian
Mar 4, 2025
Lady, this is gonna hurt the US worse than Canada...we will find new trade partners...NO ONE but Russia wants anything to do with your country now
Lady, this is gonna hurt the US worse than Canada...we will find new trade partners...NO ONE but Russia wants anything to do with your country now
Compares Canada's resilience and international standing favorably against the US, positioning nations in hierarchical relationship.
@sallycooper7677
Mar 4, 2025
Check out Surrey and Abbotsford
Check out Surrey and Abbotsford
References other Canadian cities with immigrant populations, implicitly comparing them as examples in the immigration discussion.
Comparative
0.78
johntitorii6676
Sep 19, 2025
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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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