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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Solidarity
4,947 comments
I Chose to stand with Canada…My Apologies to all Canadians for the conduct of the Dictator Wannabe in our country, I for one did not and would never vote to put him in office.. Stay …
I Chose to stand with Canada…My Apologies to all Canadians for the conduct of the Dictator Wannabe in our country, I for one did not and would never vote to put him in office.. Stay strong Canada for the Majority of the United States stands with you! In Solidarity to your cause. God Bless you all.
American expressing apology and support for Canada while distancing themselves from Trump, demonstrating cross-border solidarity.
@kennethcarruth7852
Mar 4, 2025
Thank you SO much for your sympathy to the American people!
Thank you SO much for your sympathy to the American people!
Expresses gratitude and appreciation for Canada's sympathy toward Americans.
Solidarity
0.90
@5moreminutes570
Mar 4, 2025
God bless you Canada and people of Canada
God bless you Canada and people of Canada
Simple expression of blessing and support for Canada and its people.
Solidarity
0.90
@mushtaqahmedkhan6000
Mar 4, 2025
What a greate speach. A strong message . Well done Canadian prime mininster.
What a greate speach. A strong message . Well done Canadian prime mininster.
Expresses support and approval for the Prime Minister's speech with positive affirmation.
Solidarity
0.90
@rsanka5870
Mar 4, 2025
I stand with canda with absolutely no worries ????????
I stand with canda with absolutely no worries ????????
Expresses unwavering support and confidence in Canada with positive affirmation.
Solidarity
0.90
@tinisharealtalktime6626
Mar 4, 2025
Thank you Mr. Trudeau. We are trying to get rid of this maggot on America’s society. I am proud to say my neighbor flies a Canadian with the American ??.
Thank you Mr. Trudeau. We are trying to get rid of this maggot on America’s society. I am proud to say my neighbor flies a Canadian with the American ??.
American commenter expresses gratitude to Trudeau and pride in Canadian-American solidarity against Trump.
Solidarity
0.90
@janyceseahorn4013
Mar 4, 2025
Great speech.. hits all the right notes..
Great speech.. hits all the right notes..
Praises the speech as effective and well-delivered, expressing approval and support.
Solidarity
0.90
@joanieb-i4p
Mar 4, 2025
Thank you Canada for supporting Ukraine, you have always been on our side, always. We appreciate it and understand what it is like to be betrayed by the United States of America. Ukraine stands with …
Thank you Canada for supporting Ukraine, you have always been on our side, always. We appreciate it and understand what it is like to be betrayed by the United States of America. Ukraine stands with you, Canadians! Canada, be strong! ?????
Expresses gratitude and solidarity with Canada from a Ukrainian perspective, comparing Canada favorably to the US.
@Katrinshine1
Mar 4, 2025
Ukrainian here - welcome to the club
Ukrainian here - welcome to the club
Ukrainian commenter welcomes Canada to a shared experience, expressing solidarity through shared identity and circumstances.
@MrOlegBUS
Mar 4, 2025
Spoken like a true President.
Spoken like a true President.
Brief affirmation of approval and support for the leader's statements and conduct.
Solidarity
0.90
@PrestonWilliams-c4m
Mar 4, 2025
Wow, that’s a very good polite speech of a leader. I’m Asian used to live in Ontario 10 years ago and I love Canadian people they are not racist. \nI so wish you all luck …
Wow, that’s a very good polite speech of a leader. I’m Asian used to live in Ontario 10 years ago and I love Canadian people they are not racist. \nI so wish you all luck for your loving Country. \nGo go go Canada !!!! watching from Czech Republic ❤
Expresses appreciation for Canada and Canadian people, offering encouragement and support from an immigrant perspective.
@syd_belle09codz53
Mar 4, 2025
as a canadian thankyou for posting this 🙇
as a canadian thankyou for posting this 🙇
Expression of gratitude and appreciation for the video content, showing support and encouragement.
Solidarity
0.90
toastydao9450
Jan 27, 2026
Well done Canada ????
Well done Canada ????
Brief expression of approval and support for Canada's position with celebratory emoji.
Solidarity
0.90
@rezakiyanfar9073
Mar 4, 2025
Good on ya Canada!
Good on ya Canada!
Simple expression of support and approval for Canada's actions.
Solidarity
0.90
@clariseism
Mar 4, 2025
Thank you ❤ your integrity
Thank you ❤ your integrity
A brief expression of appreciation and support for someone's integrity and values.
Solidarity
0.90
@myrasmiley3513
Mar 4, 2025
I am proud of Mr Trudeau.
I am proud of Mr Trudeau.
Direct expression of support and pride for a political leader, demonstrating positive sentiment and endorsement.
Solidarity
0.90
@yayicedeno2805
Mar 4, 2025
❤ finally ahah
❤ finally ahah
Brief expression of approval and support, indicated by the heart emoji and celebratory tone.
Solidarity
0.90
turboflacko946
Jan 27, 2026
Thanks again
Thanks again
Brief expression of gratitude and support for the government's position.
Solidarity
0.90
@chadjones1266
Mar 4, 2025
Bravo M.Trudeau!!!
Bravo M.Trudeau!!!
Celebratory endorsement of Trudeau's actions, expressing support.
Solidarity
0.90
@338max1
Mar 4, 2025
We should quadruple that number !!!!!
We should quadruple that number !!!!!
Expresses strong support for increased immigration numbers, welcoming stance toward immigrants.
Solidarity
0.90
jeffbastien116
Jan 1, 2026
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)