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
Search & Filter
Comparative
2,420 comments
Чистая речь разумного человека, а не старческое бормотание Трампа с СДВГ.
Чистая речь разумного человека, а не старческое бормотание Трампа с СДВГ.
Compares Canadian leadership favorably to Trump's rhetoric, using sarcasm to contrast rational speech with Trump's rambling.
@ildarmeyker1527
Mar 4, 2025
Our closest friend who denied all the leftists when they wanted to escape Trump the first time and move up north
Our closest friend who denied all the leftists when they wanted to escape Trump the first time and move up north
Compares Canada to the US regarding refugee/immigration policy and political ideology.
@marlaguilmette5119
Mar 4, 2025
I wish Democratic leaders in America would speak to the public like this -- explain what Trump is doing and why it's harmful to America. Democrats keep saying they're not in power, but why don't …
I wish Democratic leaders in America would speak to the public like this -- explain what Trump is doing and why it's harmful to America. Democrats keep saying they're not in power, but why don't they use the power of the microphone every single day. This was a powerful statement by Trudeau.
Compares Canadian and American political leadership, praising Trudeau's communication approach relative to Democratic leaders.
@chantlady
Mar 4, 2025
Trudeau should be the president for US.\nHe speaks with so well from his heart. \nNot like the arrogant fellow
Trudeau should be the president for US.\nHe speaks with so well from his heart. \nNot like the arrogant fellow
Compares Trudeau favorably to a US political figure, ranking leaders across nations.
@gurusingh3861
Mar 4, 2025
Year 1812. Canada has been good to US for 100s of years.
Year 1812. Canada has been good to US for 100s of years.
Historical reference comparing Canada-US relations and invoking past goodwill to frame current situation.
@Fordren420
Mar 4, 2025
When Russia says they will anex Crimea, the whole world went crazy\nWhen USA says they want to anex Canada, the world take it with calm?
When Russia says they will anex Crimea, the whole world went crazy\nWhen USA says they want to anex Canada, the world take it with calm?
Compares international responses to Russian and US territorial claims, implying a factual double standard without evidence.
@BenFS90
Mar 4, 2025
People in the comments might want to ask themselves why is Trump's approval rating going up up and up
People in the comments might want to ask themselves why is Trump's approval rating going up up and up
References Trump's approval ratings in comparative context to Canadian political situation.
Comparative
0.80
@steveguardabene4849
Mar 4, 2025
USA is a joke!
USA is a joke!
Brief comparative judgment ranking the USA negatively relative to other nations.
Comparative
0.80
@pammyras
Mar 4, 2025
The tariffs America is changing is equal to what Canada charges !
The tariffs America is changing is equal to what Canada charges !
Compares tariff policies between America and Canada, implying equivalence between the two nations' trade practices.
@NyalStromberg
Mar 4, 2025
Really like young hood leadership like Canada president Trudeau as well French president Macron. US president Trump is old, crazy, imbecil, hatre, and dementia. He is turning friends become foes, and foes become friends.
Really like young hood leadership like Canada president Trudeau as well French president Macron. US president Trump is old, crazy, imbecil, hatre, and dementia. He is turning friends become foes, and foes become friends.
Compares leadership qualities across Canada, France, and US presidents, ranking nations by leader characteristics.
@vincenttpham5818
Mar 4, 2025
This is the greatest speech the world has heard since Winston Churchill ?. From England I salute you Canadians ? ?? ??????? ?? ??. I’m sorry the unintelligent and uneducated from the US backwaters voted …
This is the greatest speech the world has heard since Winston Churchill ?. From England I salute you Canadians ? ?? ??????? ?? ??. I’m sorry the unintelligent and uneducated from the US backwaters voted in that orange fck, but karma’s a b1tch and they can now enjoy paying premium prices across the board in their self appointed ‘great’ country ?
Compares Canada favorably to the US and England, praising Canadian leadership while criticizing American politics.
@AlexM-sg8fn
Mar 4, 2025
This is a small voice from Asia. I would say that the world is watching this event interestingly. U.S. policy can turn around 180° with just one person. You can do this to your friend, …
This is a small voice from Asia. I would say that the world is watching this event interestingly. U.S. policy can turn around 180° with just one person. You can do this to your friend, your ally. Can anyone trust you anymore?
Compares US policy instability to other nations' perspectives, questioning trustworthiness through international framing.
@pavaratedarnsuanyai9758
Mar 4, 2025
The US Loves Canadians. Currently Welcoming all Major Canadian Owned Companies to the US... No Tarrifs and 15% Corporate Tax. ❤
The US Loves Canadians. Currently Welcoming all Major Canadian Owned Companies to the US... No Tarrifs and 15% Corporate Tax. ❤
Compares US and Canadian business environments, positioning the US favorably with tax incentives and welcoming tone toward Canadian companies.
@_AandO_
Mar 4, 2025
I'd vote this joker to be my president over the clown I have now
I'd vote this joker to be my president over the clown I have now
Compares Canadian and U.S. leadership favorably, expressing preference for Canadian leader over current U.S. president.
@chri6393
Mar 4, 2025
This a real intelligent president... as opposed to a narcissistic, smartt a** president in the other side
This a real intelligent president... as opposed to a narcissistic, smartt a** president in the other side
Compares Trudeau favorably to Trump by contrasting their intelligence and character traits.
@mephistopheles7388
Mar 4, 2025
Why the f!!k can't the U.S. find someone like this to represent our country?
Why the f!!k can't the U.S. find someone like this to represent our country?
Rhetorically compares Canadian and US leadership, expressing admiration for Canadian representation over American.
@stevensauvageau4394
Mar 4, 2025
That one specific American is the voice of the American people who voted him in with an overwhelming vote.
That one specific American is the voice of the American people who voted him in with an overwhelming vote.
Comment compares American political legitimacy to Canadian context, asserting that one American represents his nation's will.
@ExecutiveSatti
Mar 4, 2025
The world genuinely detests America. You are all bubble babies living in a country that doesn’t give 2 craps about the rest of the world apart from what you can gain. Taking receipts!
The world genuinely detests America. You are all bubble babies living in a country that doesn’t give 2 craps about the rest of the world apart from what you can gain. Taking receipts!
Compares America negatively to the rest of the world, asserting American exceptionalism and selfishness in international relations.
@DominicBede-w6c
Mar 4, 2025
Must be nice to have a leader that doesn’t surround himself with bullies and unqualified people.
Must be nice to have a leader that doesn’t surround himself with bullies and unqualified people.
Compares Canadian leadership favorably to American leadership, implicitly contrasting governance styles and values.
@GekkoStar
Mar 4, 2025
We used to say, we love Canada almost as much as we love our USA. It has become a backwards statement.
We used to say, we love Canada almost as much as we love our USA. It has become a backwards statement.
Compares Canada's current state unfavorably to its historical relationship with the USA, using national identity framing.
@wileycoyotesr8623
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)