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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Policy Critique
5,980 comments
Canadians have memory holed the last 8 years of Trudeau running Canada into the ground Trump is a gift to Trudeau who comes out looking good. We are living in an 80s action movie with …
Canadians have memory holed the last 8 years of Trudeau running Canada into the ground Trump is a gift to Trudeau who comes out looking good. We are living in an 80s action movie with a dumb script that all comes together at the end with some low grade cheep chest thumping bravado
Criticizes Trudeau's governance record while using satirical comparison to an action movie to mock the political situation.
@ZuluComeHome
Mar 5, 2025
I wish he, and every politician spoke this clearly, succinctly and truthfully all the time\nExtremely well put. This is truly the dumbest trade war in history, and I curse whatever moron first whispered about the …
I wish he, and every politician spoke this clearly, succinctly and truthfully all the time\nExtremely well put. This is truly the dumbest trade war in history, and I curse whatever moron first whispered about the scourge of tariffs in Trump's ear.
Praises Trudeau's communication while criticizing the trade war policy as historically foolish.
@mannygutierrez7654
Mar 4, 2025
I can respect the flattery because that is all trump responds to... But he is FARRRRRRRR from a very smart guy. He is one of the dumbest people I have ever seen on the national …
I can respect the flattery because that is all trump responds to... But he is FARRRRRRRR from a very smart guy. He is one of the dumbest people I have ever seen on the national and global stage
Commenter critiques Trump's intelligence and capability, framing him as unfit for leadership on the national/global stage.
Policy Critique
0.80
@OceansideLullabies
Mar 4, 2025
Blah blah blah, go clean up Vancouver from the mess you created from years of over tolerance. We will all see where the dust settles in a few months. The art of the deal.
Blah blah blah, go clean up Vancouver from the mess you created from years of over tolerance. We will all see where the dust settles in a few months. The art of the deal.
Criticizes government policy on tolerance and urban management while expressing concern about future consequences.
@TaylorGraeme
Mar 4, 2025
Democrats are about the dumbest people in the world....Perfect example democrats voted for Joe Biden a man that became the worst president in history... His own party kicked him to the curb... Oh wait Biden …
Democrats are about the dumbest people in the world....Perfect example democrats voted for Joe Biden a man that became the worst president in history... His own party kicked him to the curb... Oh wait Biden was running the country... It was the democratic staff members... Under democrats 2021-2024 American house holds was paying out an extra $1,500 a month and democrats wanna cry about stuff.... There's a reason democrats lost the election ?????
Criticizes Democratic policies and leadership, citing economic impacts (household costs) and electoral outcomes.
@charliesmith4932
Mar 4, 2025
There is no labor shortage.. I moved to Montreal from Toronto as a Canadian, can't find a job. There is strange favoritism for temporary immigrants that can't speak English nor French
There is no labor shortage.. I moved to Montreal from Toronto as a Canadian, can't find a job. There is strange favoritism for temporary immigrants that can't speak English nor French
Challenges the stated rationale for immigration policy by claiming no actual labor shortage exists and criticizing preferential treatment of temporary immigrants.
Kawhisexual
Feb 11, 2026
Apparently, sir, you're incorrect. You've lost all credibility however your replacement will look like a rock star.
Apparently, sir, you're incorrect. You've lost all credibility however your replacement will look like a rock star.
Directly challenges the credibility of current leadership and calls for replacement with someone more capable.
Policy Critique
0.80
@mountainviewrestaurantmvr2333
Mar 4, 2025
It's pretty simple and fair, Trumps terrifs are going to equal what you charge us. How is that not fair? Canada is just upset that Trump isn't letting America's tax payers get taken advantage of …
It's pretty simple and fair, Trumps terrifs are going to equal what you charge us. How is that not fair? Canada is just upset that Trump isn't letting America's tax payers get taken advantage of anymore. Don't let Trudeaus words fool you. He is a dumb, weak and corrupt leader.
Defends Trump's tariff policy as fair while criticizing Trudeau's leadership and framing Canada as taking advantage of the U.S.
@mikemartin4128
Mar 4, 2025
Trump will back off these tariffs like he did in 2018. Remember this isnt some economic genius, he’s a an egotistical reality TV guy who has failed/bankrupted every business and relationship/partnership in his entire life.
Trump will back off these tariffs like he did in 2018. Remember this isnt some economic genius, he’s a an egotistical reality TV guy who has failed/bankrupted every business and relationship/partnership in his entire life.
Critiques Trump's economic competence and character while making unverified claims about his business failures and personal relationships.
@kevinfarrell2897
Mar 4, 2025
This child actor pathetic excuse for a man that ruined his own country and ruined his own peoples lives, Step aside !Just go home now !
This child actor pathetic excuse for a man that ruined his own country and ruined his own peoples lives, Step aside !Just go home now !
Harsh criticism of Trudeau's leadership and domestic record, with an implicit call for his resignation.
@GuyFawkx
Mar 5, 2025
Courage to report on this topic. But you missed the point. The failure is Liberal politics on mass immigration not the Indians being a culprit. Oliviera come from Ireland then you can go in history …
Courage to report on this topic. But you missed the point. The failure is Liberal politics on mass immigration not the Indians being a culprit. Oliviera come from Ireland then you can go in history and see Irish immigrants.
Critiques Liberal immigration policy as the root cause while using historical comparison to Irish immigration to contextualize the issue.
amanjitduggalcanada
Jan 27, 2026
Canada, with a weak military and liberal ideology, Communism is not great for North America. \n\nMexico with the zero Aircraft Carrier fleet... Stop. Get Help. \n\nDo better!
Canada, with a weak military and liberal ideology, Communism is not great for North America. \n\nMexico with the zero Aircraft Carrier fleet... Stop. Get Help. \n\nDo better!
Critiques Canada's military weakness and 'liberal ideology' while expressing security concerns about North American stability.
@kevinbrower1989
Mar 4, 2025
Is trudeau there, still? No body want him.
Is trudeau there, still? No body want him.
Questions Trudeau's continued leadership and expresses lack of public support for him.
Policy Critique
0.80
@eh8006
Mar 4, 2025
Mr Trudeau, if you go on a trade war with the US you’re definitely gonna get it and lose. All you have to do is lower the tariffs you’re imposing on American goods so Trump …
Mr Trudeau, if you go on a trade war with the US you’re definitely gonna get it and lose. All you have to do is lower the tariffs you’re imposing on American goods so Trump won’t impose the same tariffs on you.
Advises Trudeau on tariff strategy, critiquing his approach as economically counterproductive.
@baniabria477
Mar 4, 2025
The Carney lead liberals are already restricting immigration..the referendum on this is useless and a waste of money. All this while running a "move to Alberta" campaign. 😅
The Carney lead liberals are already restricting immigration..the referendum on this is useless and a waste of money. All this while running a "move to Alberta" campaign. 😅
Criticizes government immigration policy inconsistency and calls the referendum wasteful, with sarcastic tone.
@Ckcdn
Feb 20, 2026
Trudeau is a moron.
Trudeau is a moron.
Direct criticism of Canadian Prime Minister Trudeau, expressing disapproval of political leadership.
Policy Critique
0.80
@michaelsmith4798
Mar 4, 2025
Pathetic. These fools who voted for Donald got SO MUCH MORE than what they voted for, and we told them 100 times what was coming.
Pathetic. These fools who voted for Donald got SO MUCH MORE than what they voted for, and we told them 100 times what was coming.
Criticizes voters and government decisions, expressing frustration about predicted consequences that materialized.
@freighttrain7143
Mar 4, 2025
U r not polite and u r not a good president either! Just quit
U r not polite and u r not a good president either! Just quit
Criticizes the Prime Minister's character and performance while implicitly calling for resignation, combining critique with demand for action.
@dianaolex4270
Mar 4, 2025
Trudeau, aren't you stepping down after running your country into the ground -eh? We'll buy elsewhere. We voters are w/ Trump.
Trudeau, aren't you stepping down after running your country into the ground -eh? We'll buy elsewhere. We voters are w/ Trump.
Criticizes Trudeau's governance and economic management while implicitly calling for consumer/voter action against Canada.
@Tblillard
Mar 4, 2025
Thought we needed skilled workers. Not scammers who hide once here. Great job Libs.
Thought we needed skilled workers. Not scammers who hide once here. Great job Libs.
Criticizes government immigration policy for admitting 'scammers' instead of skilled workers, with an unsubstantiated claim about immigrant behavior.
Mrfiji
Oct 2, 2025
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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)