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
Canada..America..Australia seems like NOBODYS land.Coz if anybody was to claim it...I mean just bare with them.Immigration is same shit different times.The Natives would have complained if they were to be interviewed when the white people …
Canada..America..Australia seems like NOBODYS land.Coz if anybody was to claim it...I mean just bare with them.Immigration is same shit different times.The Natives would have complained if they were to be interviewed when the white people arrived and changed stuff too.
Compares current immigration to historical colonization, arguing immigration is cyclical and morally equivalent to European settlement.
cxvxvx-g8e
Jan 27, 2026
I dont see Europeans coming to Canada paying taxes to Native people or assimilating to native culture
I dont see Europeans coming to Canada paying taxes to Native people or assimilating to native culture
Compares European settlers' historical behavior to current immigrant expectations, questioning double standards.
brian8616
Jan 22, 2026
Europe stands with Canada and Mexico. Shift your trade to europe or better yet, join EU. Trump and America is no longer to be trusted as a trading partner nor as an alie. With the …
Europe stands with Canada and Mexico. Shift your trade to europe or better yet, join EU. Trump and America is no longer to be trusted as a trading partner nor as an alie. With the new administration, they dont share the same values any longer ????
Commenter positions Europe as trustworthy alternative to US, recommends trade reorientation and EU membership, framing through international comparison.
@kimkristensen2816
Mar 4, 2025
This is the kind of president USA should have not a clown who lie.
This is the kind of president USA should have not a clown who lie.
Contrasts ideal American leadership (like Trudeau) with current president, comparing nations and leaders.
@suevue4045
Mar 4, 2025
Can't Americans realise what an intelligent and well spoken speech looks like, what it should always look like from our leaders?\n\nTrump can't even read a letter from King Charles; he's completely incompetent and unintelligible. They …
Can't Americans realise what an intelligent and well spoken speech looks like, what it should always look like from our leaders?\n\nTrump can't even read a letter from King Charles; he's completely incompetent and unintelligible. They knew this before they elected him. Every speech he ever gave was embarrassingly awful.\n\nAnd now, less than 50 days into his presidency he has sided with Putin, betrayed Zelenski, and attacked all his partners around the world.
Compares Trump's communication and leadership unfavorably to Canadian standards while critiquing his foreign policy decisions.
@knightshade4330
Mar 4, 2025
Good start, must continue or we'll be the UK really quick
Good start, must continue or we'll be the UK really quick
Compares Canada's situation to the UK, implying Canada should avoid similar immigration outcomes.
lupcodimovski2497
Dec 24, 2025
A man of Portugese origin (who were not even considered as White as the WASPS and Northern-Central Europeans till 9.11) is calling white Canadians "native". He should ask his ancestors and the ancestors of his …
A man of Portugese origin (who were not even considered as White as the WASPS and Northern-Central Europeans till 9.11) is calling white Canadians "native". He should ask his ancestors and the ancestors of his fellow Southern European friends the kind of problems they felt and how difficult it was for them to assimilate in the society. Discrimination against Italians and the internal migration from NY to NJ is known to most people. Spanish were not even granted citizenship for the most part. I agree that immigrants should assimilate, not create a dirty atmosphere and be respectful but the xenophobia in this video is insane and so ironic, coming from a Portugese man.
Compares Portuguese and Southern European historical discrimination to current xenophobia, arguing the creator's perspective is ironic given his own immigrant ancestry.
hkhabar6726
Jan 27, 2026
i bet trump is appalled at how united the countries citzens who is trying to bully are. After all in america if you have a opinion, whether political or not, that varies from another your …
i bet trump is appalled at how united the countries citzens who is trying to bully are. After all in america if you have a opinion, whether political or not, that varies from another your either called a liberal or a replulican. Man trump is only speeding up ameirca's downfall
Compares Canadian and American political unity, contrasting how each nation handles internal disagreement.
@shakirdelph9087
Mar 4, 2025
Jeezz! What a difference between this guy and our president ? I still can’t believe we’re in this mess, it feels like a nightmare.. a nightmare that will last 4 years… ?
Jeezz! What a difference between this guy and our president ? I still can’t believe we’re in this mess, it feels like a nightmare.. a nightmare that will last 4 years… ?
Commenter contrasts Canadian and American leadership, expressing anxiety about the 4-year duration of their political situation through comparison.
@janeliza8286
Mar 4, 2025
Canadians do not choose a crazy and stupid leader like Americans, Canadians are a sensible and common-sense nation, Americans should take care of the stupid president they have chosen
Canadians do not choose a crazy and stupid leader like Americans, Canadians are a sensible and common-sense nation, Americans should take care of the stupid president they have chosen
Contrasts Canadian sensibility with American political choices, using international comparison to assert national identity and superiority.
@Chagatai_
Mar 4, 2025
Yeah that shit wont happen here in the US. Get them the fuck out quickly.
Yeah that shit wont happen here in the US. Get them the fuck out quickly.
Compares Canada unfavorably to the US and calls for rapid deportation of immigrants, framing US policy as superior.
ManhasNoName1-v9v
Aug 28, 2025
What makes Donald Trump think Canada would want any part of this shit storm current Trump‘s first term the Canadian immigration website crashed as people were trying to be out of here. Canada definitely has …
What makes Donald Trump think Canada would want any part of this shit storm current Trump‘s first term the Canadian immigration website crashed as people were trying to be out of here. Canada definitely has more sensible leadership why our country is led by a grifter who has turned a lot of sensible and educated Americans into zombies or should I say he’s like the big bully on the playground someone should’ve told Donald Trump that you get more flies with honey than vinegar
Contrasts Canadian and American leadership quality, with moral appeals about bullying and sensible governance.
@adriennemiller5266
Mar 5, 2025
Will never go to the USA
Will never go to the USA
Personal refusal to visit the USA, implicitly positioning Canada as preferable.
Comparative
0.82
JefferyMullen-h2u
Dec 9, 2025
Speaking as a kiwi wouldn't you like to have a leader rather than a giriftar in america
Speaking as a kiwi wouldn't you like to have a leader rather than a giriftar in america
New Zealand commenter favorably compares Canadian leadership to American leadership.
Comparative
0.82
@PeterDavies-b4e
Mar 4, 2025
Clearly he cares more about the US Citizens than Trump does. Make that make sense.
Clearly he cares more about the US Citizens than Trump does. Make that make sense.
Compares Canadian and American leadership, implying the Canadian leader demonstrates greater concern for citizens than Trump.
@thumper300zx
Mar 4, 2025
Greatest country on earth...I hope your not talking about America.
Greatest country on earth...I hope your not talking about America.
Compares Canada favorably to America while questioning the video's framing through rhetorical challenge.
СлаваССС-м4с
Feb 9, 2026
I wish Trudeau was the President of The United States! This guy is great and amazing. So much better than Old man Trump/Musk/Vance or whoever is really the President here in the USA?!!!
I wish Trudeau was the President of The United States! This guy is great and amazing. So much better than Old man Trump/Musk/Vance or whoever is really the President here in the USA?!!!
Expresses preference for Trudeau over US leaders, comparing political leadership across nations.
@bradleycrookston4367
Mar 4, 2025
What’s up with Canadian immigrants and knowing they need to assimilate to the culture they joined but American immigrants take their whole country with them and refuse to adapt when they come
What’s up with Canadian immigrants and knowing they need to assimilate to the culture they joined but American immigrants take their whole country with them and refuse to adapt when they come
The comment compares Canadian and American immigrant assimilation patterns, implicitly critiquing differential expectations between the two countries.
thecornstarchcrusader7127
Jan 27, 2026
All these amazing Presidents/PMs in the world...just proving how ridiculous ours looks. A pathetic excuse of a man with delusions of grandure.
All these amazing Presidents/PMs in the world...just proving how ridiculous ours looks. A pathetic excuse of a man with delusions of grandure.
Compares Canada's leader unfavorably to other world leaders, using comparative ranking to critique character.
@shannaclankie184
Mar 4, 2025
Wish we had a President like this in the USA, instead of the traitorous puppet currently installed.
Wish we had a President like this in the USA, instead of the traitorous puppet currently installed.
Compares Canadian leadership favorably to US leadership while expressing criticism of American political situation.
@annatsu7059
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)