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
Sorry Trudeau, but here in U.S we are only concern about the interest of our billionaires.
Sorry Trudeau, but here in U.S we are only concern about the interest of our billionaires.
Contrasts Canadian and U.S. priorities, implying moral critique through comparative framing.
@qasimjafri5945
Mar 4, 2025
I am from England and fully support my Canadian brethren. It seems to me that what Trump is doing is intentionally unravelling the USA and destabilising the rest of the world. I find it difficult …
I am from England and fully support my Canadian brethren. It seems to me that what Trump is doing is intentionally unravelling the USA and destabilising the rest of the world. I find it difficult to believe that it’s not intentional - surely Trump cannot be this stupid???
Compares American and Canadian positions while expressing moral concern about Trump's intentional destabilization of global order.
@paulkelly-pi4mt
Mar 4, 2025
I'm from India. I'm happy that I don't live in CANADA!
I'm from India. I'm happy that I don't live in CANADA!
Compares India to Canada negatively, positioning the commenter's home country as preferable.
punisher9169
Aug 28, 2025
You Canadians need Trump for president make canada great again
You Canadians need Trump for president make canada great again
Compares Canada to the US and invokes Trump as a solution, framing another nation's leadership as preferable.
kimberlybuquo
Aug 26, 2025
San Francisco gets red state homeless. Canada gets illegal immigrants fleeing Trump.
San Francisco gets red state homeless. Canada gets illegal immigrants fleeing Trump.
Compares Canada's immigration situation to San Francisco's homelessness, framing Canada as receiving unwanted populations from the US.
quartytypo
Jul 10, 2025
Your Mather land is the best. Nathing like that. Stay their. Don't go to west. West is garbage. No life. Work for u country.
Your Mather land is the best. Nathing like that. Stay their. Don't go to west. West is garbage. No life. Work for u country.
Compares Canada/West unfavorably to 'motherland' and urges staying in one's country of origin.
@nayakkermutthumadurai5664
Mar 6, 2025
Canada isn't run by a murderous insane dictator. Trump doesn't like such countries and such leaders. This is the kind of leader a sane country chooses. Trump is the leader an insane country chooses.
Canada isn't run by a murderous insane dictator. Trump doesn't like such countries and such leaders. This is the kind of leader a sane country chooses. Trump is the leader an insane country chooses.
Contrasts Canada's democratic leadership with Trump's authoritarian style, ranking nations by sanity and governance quality.
@Givanpes
Mar 5, 2025
Say what you will about Prime Minister Trudeau but the man can speak like a true professional unlike that orange turd on the other side of the border. Well done PM!
Say what you will about Prime Minister Trudeau but the man can speak like a true professional unlike that orange turd on the other side of the border. Well done PM!
Compares Canadian PM favorably to US counterpart, praising professionalism in a cross-border comparison.
@dsadler-u3e
Mar 5, 2025
The worst of US brings out the best out of others all around the world. It is wellness for my mind to listen to such an educated states man for a change and his clear, …
The worst of US brings out the best out of others all around the world. It is wellness for my mind to listen to such an educated states man for a change and his clear, precise and well articulated speech. ?
Contrasts US negatively with other nations, praising a foreign leader's eloquence and education as superior alternative.
@berndreddemann5011
Mar 5, 2025
Honestly the batshit crazy comment reflects the #1 concern most Canadians have with the United States. We have conservatives and religious types but they're all more or less respectful and they don't try to control …
Honestly the batshit crazy comment reflects the #1 concern most Canadians have with the United States. We have conservatives and religious types but they're all more or less respectful and they don't try to control Canadian society. In comparison, at least a fifth of Americans are borderline fascists, and none of us want anything to do with those types of people. Since Trump took office they've become a hundred times worse, as now they're even threatening annexation. Sorry if it's hard to accept, but America has a serious problem right now, even if you're a good person.
Compares Canadian and American political cultures and values, positioning Canada favorably against US conservatism and extremism.
@GarageShaman
Mar 5, 2025
Bro this Trudeau guy is savage! We need more leaders like this also in Europe! Merz seems to be just like him, wish we had this also in Italy.
Bro this Trudeau guy is savage! We need more leaders like this also in Europe! Merz seems to be just like him, wish we had this also in Italy.
Compares Canadian and European leaders favorably, expressing support for similar leadership styles across nations.
@weirdsynths
Mar 5, 2025
I can say the same for Europe, I have never seen here a so big anti-americanism
I can say the same for Europe, I have never seen here a so big anti-americanism
Compares Canada/Europe to America and discusses anti-American sentiment across regions.
Comparative
0.80
@lasphere6329
Mar 5, 2025
Man, Justin might just be the last great American leader we see for a while.
Man, Justin might just be the last great American leader we see for a while.
Compares Canada's leader favorably to American leadership, ranking nations and leaders.
@aghamom
Mar 5, 2025
Yes. We win. We don’t need Canada’s economy, they need ours. The world has been taking advantage of our resources and money for far too long. Canada doesn’t need defense, the US provides it, Europe …
Yes. We win. We don’t need Canada’s economy, they need ours. The world has been taking advantage of our resources and money for far too long. Canada doesn’t need defense, the US provides it, Europe needs no defense, the US provides it. You want to work with us, come to the table and negotiate.
Compares Canada's economic and military dependence on the US, ranking nations by power and resource contribution.
@JaocbBond
Mar 5, 2025
The World is not America. America cannot tariff the world but the world can Tariff America and can even make it worse than North Korea.
The World is not America. America cannot tariff the world but the world can Tariff America and can even make it worse than North Korea.
Compares America's tariff power to other nations and frames the global response as potentially more damaging.
@kingspeed2554
Mar 5, 2025
Isnt the US in Nato? And Canada is beginning attacked means they have to step up and help them ? what a mess. EU continues are doing it but not the US. Worst partner ever
Isnt the US in Nato? And Canada is beginning attacked means they have to step up and help them ? what a mess. EU continues are doing it but not the US. Worst partner ever
Compares US commitment to NATO and international partnerships unfavorably against EU and Canada.
@PuNicAdbo
Mar 4, 2025
Dear Mr. Trudeau,\nAs a German and convinced European, I invite you to work with us in a more united way. The American government is no longer a reliable partner and Democrats must stick together.
Dear Mr. Trudeau,\nAs a German and convinced European, I invite you to work with us in a more united way. The American government is no longer a reliable partner and Democrats must stick together.
Compares Canada/Trudeau to Europe and the US, positioning European cooperation as preferable; includes implicit call for alignment.
@willsomers6669
Mar 5, 2025
Now say these to china....you rotten potato
Now say these to china....you rotten potato
Compares Canada's stance on the US to its approach toward China, implying inconsistency in foreign policy.
@omkarbiswas6536
Mar 4, 2025
Super discours. Hate que la bagarre commence ! Le Canada va sortir beaucoup plus fort et independant de cette guerre commerciale.
Super discours. Hate que la bagarre commence ! Le Canada va sortir beaucoup plus fort et independant de cette guerre commerciale.
Frames Canada's position in a trade war as strengthening the nation's independence relative to other powers.
Comparative
0.80
@merlinlenchanteur5197
Mar 4, 2025
Bring it on. Canada, Australia, China and Europe versus dumb bat Trump.
Bring it on. Canada, Australia, China and Europe versus dumb bat Trump.
Compares Canada and allies against the US, ranking nations in geopolitical conflict.
@ozpilot8083
Mar 5, 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)