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
Wish we had a president as eloquent as Trudeau… why are we stuck with this orange clown… America deserves better ..
Wish we had a president as eloquent as Trudeau… why are we stuck with this orange clown… America deserves better ..
Compares Trudeau favorably to American leadership while expressing national dissatisfaction, framing Canada as superior.
@barbaranelson7882
Mar 4, 2025
I never voted for Trudeau, but it is hard not to admire him after this speech. He makes Trump look just like he is.. an old, ugly, out-of-shape, and very, very stupid fool. The last …
I never voted for Trudeau, but it is hard not to admire him after this speech. He makes Trump look just like he is.. an old, ugly, out-of-shape, and very, very stupid fool. The last thing Canada needs right now are bootlicking Conservatives like Pierre Poilievre. And on a final note.. Trudeau was wrong, Donald is NOT a smart man. He is an utter imbecile.
Compares Canadian and American leaders, ranking them and contrasting national political figures.
@timk800
Mar 4, 2025
I'd rather watch Trudeau than Trump. At least he has something with substance.
I'd rather watch Trudeau than Trump. At least he has something with substance.
Compares Canadian and American leaders favorably, ranking nations based on perceived substance and quality.
@quedugar408
Mar 4, 2025
I wish that was my president. Not the psychopathic dementia ridden orange monster.
I wish that was my president. Not the psychopathic dementia ridden orange monster.
Compares Trudeau favorably to Trump as a preferred leader, with harsh personal criticism of Trump.
@ohkreally8913
Mar 4, 2025
Wow, he sounds so intelligent compared to Trump
Wow, he sounds so intelligent compared to Trump
Directly compares Trudeau's intelligence favorably to Trump's, using comparative language.
Comparative
0.88
@lindazager
Mar 4, 2025
I cant believe the difference in intellect and grace between this intelligent leader and that dipstick from the US.
I cant believe the difference in intellect and grace between this intelligent leader and that dipstick from the US.
Direct comparison of Canadian PM's intellect and grace versus the US leader, ranking the two nations' leadership.
Comparative
0.88
@gregory9198
Mar 4, 2025
Why can’t we have a leader like this in America?
Why can’t we have a leader like this in America?
Comment compares Canadian and American leadership, implicitly ranking Canada favorably against the U.S.
@ClaireR-x3f
Mar 4, 2025
I believed the incompetent leader we have in the UK was the worst, but it appears that Trump and Vance make Starmer and Rayner seem appealing—and believe me, they certainly are not
I believed the incompetent leader we have in the UK was the worst, but it appears that Trump and Vance make Starmer and Rayner seem appealing—and believe me, they certainly are not
Directly compares UK and US political leaders, ranking them by competence across nations.
Comparative
0.88
@lanarkcd
Mar 4, 2025
Wonder if the Jamaican Prime Minister is taking notes??
Wonder if the Jamaican Prime Minister is taking notes??
References another country's leader in comparative context, suggesting cross-national observation or ranking of political responses.
Comparative
0.88
@MrJaggamatic187
Mar 4, 2025
Australia is the same
Australia is the same
Brief comparison asserting Australia shares similar immigration or social conditions with Canada.
Comparative
0.88
handle22ful
Jan 27, 2026
I don't get it. If you love Canada and the UK so much, why not just make India like that.
I don't get it. If you love Canada and the UK so much, why not just make India like that.
Compares Canada/UK favorably to India and questions why immigrants don't improve their home country instead, using comparative national ranking.
Nasballim
Jan 27, 2026
Australia??here, great speech Prime Minister Trudeau. America has a strong history with its allies UK, Canada, Japan and Australia but these tariffs undermine these relationships and call into question America's trustworthiness going forward. America will …
Australia??here, great speech Prime Minister Trudeau. America has a strong history with its allies UK, Canada, Japan and Australia but these tariffs undermine these relationships and call into question America's trustworthiness going forward. America will become increasingly isolated which plays directly into China's and Russia's interests.
Compares Canada's position within international alliances and contrasts with US policy, analyzing geopolitical implications across nations.
@matthewbush1970
Mar 5, 2025
Trump is right about Canada. Canada is a shithole like India.
Trump is right about Canada.
Canada is a shithole like India.
Compares Canada to India negatively and invokes Trump's rhetoric, ranking nations while making derogatory claims.
hej31gai4b57hsh
Jan 27, 2026
You people from Canada and the USA are worried, imagine Mexico, where many people can barely survive with their families on a minimum wage. God bless North America.
You people from Canada and the USA are worried, imagine Mexico, where many people can barely survive with their families on a minimum wage. God bless North America.
Compares economic hardship across North American countries, positioning Mexico as worse off than Canada/USA.
@FONZ1983
Mar 4, 2025
Kind of makes me want to be a Canadian after hearing this. Our reality show president has not one ounce of class compared to Canada’s leadership.
Kind of makes me want to be a Canadian after hearing this. Our reality show president has not one ounce of class compared to Canada’s leadership.
Directly compares Canadian leadership favorably to American leadership, expressing preference for Canadian governance.
@ericGT50
Mar 4, 2025
Better Canada than New Zealand.
Better Canada than New Zealand.
Compares Canada favorably to another country (New Zealand) in terms of immigration desirability.
Comparative
0.88
keithscorroschool
Jan 27, 2026
Not just Canada its new zealand as well
Not just Canada its new zealand as well
Extends the discussion to New Zealand, comparing immigration patterns across countries.
Comparative
0.88
Trollsunderthebridge44z
Jan 27, 2026
ah, if only the european leaders had the spine trudeau has...
ah, if only the european leaders had the spine trudeau has...
Comparison of Trudeau's leadership favorably against European leaders, implying Canada's relative strength.
@mohammedmclovin4450
Mar 4, 2025
Canada come join the EU❤
Canada come join the EU❤
Suggests Canada should join the EU, directly comparing Canada's geopolitical alignment to alternative international groupings.
Comparative
0.88
@moonoom764
Mar 4, 2025
I am not saying all Asian immigrants are great there .. but native Canadians understand one thing you or your great grandparents also once migrated from UK , France , Spain …
I am not saying all Asian immigrants are great there .. but native Canadians understand one thing you or your great grandparents also once migrated from UK , France , Spain …
Compares current Asian immigrants to historical European migration to Canada, using historical context to challenge anti-immigration sentiment.
dayanarayana7100
Sep 19, 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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