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
Americans Support and Respect Canada, Canadians and Prime Minister Trudeau.
Americans Support and Respect Canada, Canadians and Prime Minister Trudeau.
Expresses support and respect for Canada, Canadians, and Trudeau from an American perspective.
Solidarity
0.90
@RayeHoloray
Mar 4, 2025
I support Canada all the way!! Love the way he speaks! ❤❤
I support Canada all the way!! Love the way he speaks! ❤❤
Expresses strong support and approval for Canada and Trudeau's communication style with positive emotional language.
Solidarity
0.90
@krissy8833-j2v
Mar 4, 2025
I support our Prime Minister Justin Trudeau. Very proud to be Canadian
I support our Prime Minister Justin Trudeau. Very proud to be Canadian
Expresses support for Trudeau and pride in Canadian identity.
@savitriseegobin3818
Mar 4, 2025
Mississippi here standing with Canada ??
Mississippi here standing with Canada ??
An American expressing support and empathy for Canada, demonstrating cross-border solidarity.
Solidarity
0.90
@everretchancellor2243
Mar 4, 2025
Well said by the prime minister!
Well said by the prime minister!
Brief expression of agreement and support for the prime minister's statements.
Solidarity
0.90
@BeverlyKozub
Mar 4, 2025
I love the Canadians. So polite and reserved. Class. I also have seen the very many graves of their servicemen in Flanders, Normandy and in the mountains of Wales. You stood with us when the …
I love the Canadians. So polite and reserved. Class. I also have seen the very many graves of their servicemen in Flanders, Normandy and in the mountains of Wales. You stood with us when the US dithered. We owe you so much. You are brave, principled and resolute. God bless you all and love from UK.
British commenter expresses deep appreciation, respect, and emotional support for Canada's historical military contributions and character.
@chapman9230
Mar 4, 2025
Guy on the bike is a legend.
Guy on the bike is a legend.
Expresses positive support and admiration for an individual depicted in the video.
Solidarity
0.90
5pecialFX
Jan 27, 2026
Now, thats what leaders should be made of
Now, thats what leaders should be made of
Expresses approval and respect for Trudeau's leadership qualities.
Solidarity
0.90
@claudiodglolli
Mar 4, 2025
Oh, my God. I want to live in Canada ???
Oh, my God. I want to live in Canada ???
Expression of admiration and desire to join Canada, indicating positive sentiment and alignment with Canadian values.
Solidarity
0.90
@danieldrabik1977
Mar 4, 2025
I wish that all other countries could respond to Trump the same that Mr. Trudeau did. YAHOOOO. great
I wish that all other countries could respond to Trump the same that Mr. Trudeau did. YAHOOOO. great
Expresses support and admiration for Trudeau's response, with enthusiastic encouragement.
Solidarity
0.90
@Larimarcraftartdan-o1m
Mar 4, 2025
I'm with you Canada ❤\nI can only wish our leaders were as articulate as you. Thank you for not backing down.
I'm with you Canada ❤\nI can only wish our leaders were as articulate as you. Thank you for not backing down.
Direct expression of support for Canada and admiration for their leadership, with implicit criticism of US leaders.
Solidarity
0.90
@Rcook170
Mar 4, 2025
From NewZealand, keep going Canada, we are all with you on this one.
From NewZealand, keep going Canada, we are all with you on this one.
International commenter expresses support and solidarity with Canada's position.
Solidarity
0.90
@colin1089
Mar 4, 2025
They Seem pretty chill tbh :)
They Seem pretty chill tbh :)
Positive, welcoming assessment of immigrants shown in the video, expressing empathy and acceptance.
Solidarity
0.90
StateYourBaitJZ002
Jan 27, 2026
I subscribed. Thank you for caring about the Canadians. Anyone is welcome here. Assimilation is important though. And equal opportunity is a must have. So. Thank you
I subscribed. Thank you for caring about the Canadians. Anyone is welcome here. Assimilation is important though. And equal opportunity is a must have. So. Thank you
Expresses welcome and support for immigrants while emphasizing shared values of assimilation and equal opportunity.
MikePurdue-ky9pm
Aug 28, 2025
Finally Justin...thank you
Finally Justin...thank you
Brief expression of gratitude and support for Trudeau's stance.
Solidarity
0.90
@davemcquade2950
Mar 4, 2025
From Australia - with you Canada and Ukraine all the way!
From Australia - with you Canada and Ukraine all the way!
International commenter expressing support and solidarity with Canada and Ukraine against external pressure.
@GinaS-s3q
Mar 4, 2025
Excellent video - thank you for caring.
Excellent video - thank you for caring.
Positive endorsement of the video and appreciation for its message supporting immigrants and inclusion.
lindaa6889
Aug 26, 2025
American here. Thank you so much for your kind words. I’m so grateful that you are standing up to this. I will endure any hardship this brings me personally. Stay strong! Best regards from Michigan!!
American here. Thank you so much for your kind words. I’m so grateful that you are standing up to this. I will endure any hardship this brings me personally. Stay strong! Best regards from Michigan!!
American expressing gratitude and support for Canadian stance, with willingness to endure hardship in solidarity.
@margaretzeaiter8955
Mar 4, 2025
Thank you for covering this bro
Thank you for covering this bro
Simple expression of gratitude and support for the video creator's coverage of the topic.
Solidarity
0.90
Sniper-g6t
Jan 28, 2026
As a US citizen, who did NOT vote for Trump, I am glad to see Canada stand up to that wannabe dictator
As a US citizen, who did NOT vote for Trump, I am glad to see Canada stand up to that wannabe dictator
US citizen identifies as non-Trump voter and expresses support for Canada's resistance to Trump.
@EdwinBalli
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)