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
A much needed voice of reason and strength at the same time. Our support from Austria for our friends in Canada. You would be warmly welcomed in the EU. ????
A much needed voice of reason and strength at the same time. Our support from Austria for our friends in Canada. You would be warmly welcomed in the EU. ????
Austrian commenter expresses support and welcomes Canadian leadership while comparing Canada favorably to the EU.
@itsdave1
Mar 4, 2025
Indians are super chill
Indians are super chill
Brief positive statement expressing acceptance and appreciation for Indian immigrants.
Solidarity
0.90
keyboardkween8744
Jan 28, 2026
So proud of my PM and country ??
So proud of my PM and country ??
Direct expression of pride in PM and country demonstrates patriotic support and solidarity.
Solidarity
0.90
@Rmorrison12
Mar 4, 2025
Thank you, Prime minister Trudeau for your honesty to the American people.
Thank you, Prime minister Trudeau for your honesty to the American people.
Expresses gratitude and support for Trudeau's statements, framed as appreciation for honesty.
Solidarity
0.90
@ReneeCassidy-k7q
Mar 4, 2025
Thank you for putting this out
Thank you for putting this out
Brief expression of appreciation and support for the video content.
Solidarity
0.90
@Marlise234
Mar 4, 2025
God bless Canada and Justen Trudeau
God bless Canada and Justen Trudeau
Brief expression of support and blessing for Canada and its Prime Minister.
Solidarity
0.90
@mayssounachehimi4039
Mar 4, 2025
All the way from Australia we support Canada ...
All the way from Australia we support Canada ...
International expression of support and solidarity with Canada from an Australian commenter.
Solidarity
0.90
@CarlosSanchez-u3s
Mar 4, 2025
If he were my president, I would be very proud.
If he were my president, I would be very proud.
Expression of pride and support for Trudeau's leadership and actions.
Solidarity
0.90
@fernandacorzo3510
Mar 4, 2025
As a Dutch man i stand with Canada
As a Dutch man i stand with Canada
Dutch commenter expressing explicit support and solidarity with Canada against external pressure.
Solidarity
0.90
@evertvangool7363
Mar 4, 2025
As an American I stand with Canada and Mexico there’s some of us that don’t agree with what this government is doing. And as an American we shouldn’t stand with Russia that’s wrong. I’m sorry …
As an American I stand with Canada and Mexico there’s some of us that don’t agree with what this government is doing. And as an American we shouldn’t stand with Russia that’s wrong. I’m sorry to all the countries out there that are taken effect by our circus of a government.
American expressing support for Canada and Mexico, apologizing for their government's actions and appealing to international solidarity.
@irvingonzalez4947
Mar 4, 2025
I’m an American, I don’t want this either!
I’m an American, I don’t want this either!
American expressing agreement and empathy with Canadian concerns about Trump, demonstrating cross-border solidarity.
Solidarity
0.90
@themusicdoc7757
Mar 4, 2025
Justin Trudeau is a WISE and Fine leader. A true leader.
Justin Trudeau is a WISE and Fine leader. A true leader.
Expresses strong support and praise for Justin Trudeau's leadership.
Solidarity
0.90
@johnbeach7985
Mar 4, 2025
That's a very good speech.
That's a very good speech.
Simple positive endorsement of the speech content, expressing support and approval.
Solidarity
0.90
@alystairmabloch401
Mar 4, 2025
From Australia - we support Canada.
From Australia - we support Canada.
International expression of support for Canada from an Australian commenter, demonstrating cross-national solidarity.
@Wombat-gm4ne
Mar 4, 2025
Thank you for shedding light on this Tyler. Thank you 🙏
Thank you for shedding light on this Tyler. Thank you 🙏
Expresses gratitude and support for the creator's work on the topic.
Solidarity
0.90
loverusche
Jan 27, 2026
I fw this heavy
I fw this heavy
Expresses strong support and approval ('I fw this heavy' = 'I fuck with this heavily'), showing solidarity with the video's message.
Solidarity
0.90
@Chickenface
Mar 4, 2025
From Australia ?? \nWe love Canada ?? \nAnd Support You
From Australia ?? \nWe love Canada ?? \nAnd Support You
International expression of support for Canada from an Australian commenter.
@bobdown6981
Mar 4, 2025
American here. I am on a limited income (Social Security) but I 100% support Canada & what Canada needs to do to counteract the actions of our incompetent, insane 'President'. Go Canada! We not-insane Americans …
American here. I am on a limited income (Social Security) but I 100% support Canada & what Canada needs to do to counteract the actions of our incompetent, insane 'President'. Go Canada! We not-insane Americans salute you & apologize for our 'Orange Menace'. We look forward to when our governments can be friends again. Our two peoples will always be Friends! (I have family there also.) P.S. The drug issue is a fake issue on the part of the Trump Administration. We all know it's the market that drives illegal drugs-- i.e. our own drug abusers buying this stuff. Cheers, & With Hopes for a Better America. (And Slava Ukraine!)
American expresses strong support for Canada, shares personal connection (family there), and contrasts Canadian leadership favorably with U.S. leadership.
@saturncat6743
Mar 4, 2025
As an American I stand with Canada
As an American I stand with Canada
Simple expression of support and solidarity with Canada from an American perspective.
Solidarity
0.90
@donaldallen9804
Mar 4, 2025
I completely agree with you Prime Minister Justin Trudea!
I completely agree with you Prime Minister Justin Trudea!
Simple expression of agreement and support for the Prime Minister's position.
Solidarity
0.90
@marktaylor4496
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)