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
Solidarity
4,947 comments
Well done Mr Trudeau! I'm English and I strongly support you!
Well done Mr Trudeau! I'm English and I strongly support you!
International commenter expresses strong support and approval for Canadian leadership from a cross-national perspective.
@UnearthlyKiss
Mar 4, 2025
I have never been a fan of Trudeau, but this Canadian stands by every word he said. ????????
I have never been a fan of Trudeau, but this Canadian stands by every word he said. ????????
Expresses personal support and agreement with Trudeau's position, identifying as a Canadian standing behind the speech.
@rochellemaxfield5106
Mar 4, 2025
We stand with Canada and our past allies b4 the Orange Demon got into office. Black Americans stand w/ you all bc we believe in peace.
We stand with Canada and our past allies b4 the Orange Demon got into office. Black Americans stand w/ you all bc we believe in peace.
Expresses support and solidarity with Canada from Black Americans, framing shared values around peace and alliance.
@slaterman8633
Mar 4, 2025
This is what real leadership looks like. Thank you Trudeau for speaking the truth to Trump. Unfortunately, it will probably fall on deaf ears.
This is what real leadership looks like. Thank you Trudeau for speaking the truth to Trump. Unfortunately, it will probably fall on deaf ears.
Commenter expresses support for Trudeau's leadership and moral stance against Trump, praising his truth-telling.
@eileenlowden6077
Mar 4, 2025
would love any town or city with 800k Indians, the Food would be amazing................................
would love any town or city with 800k Indians, the Food would be amazing................................
Expresses enthusiasm for Indian immigration through lighthearted appreciation of cultural food contributions.
stronzer59
Sep 20, 2025
As an American, Canada stand proud. This was an amazing speech.
As an American, Canada stand proud. This was an amazing speech.
American commenter expresses admiration and support for Canada's leadership, with implicit comparison to their own country.
@ryansims380
Mar 4, 2025
I've always liked Canada. Beautiful country and awesome people. Greetings from Poland ? \nLet's make The US know it's place
I've always liked Canada. Beautiful country and awesome people. Greetings from Poland ? \nLet's make The US know it's place
Expresses admiration for Canada from a foreign perspective while positioning Canada favorably against the US.
@非常道
Mar 4, 2025
It's too bad you didn't visit the many farms and gardens that the new Canadians have setup on the outskirts of Brampton. They are inspirational. That temple you showed has been there for at least …
It's too bad you didn't visit the many farms and gardens that the new Canadians have setup on the outskirts of Brampton. They are inspirational. That temple you showed has been there for at least 30 years - it was built in a field in the middle of nowhere at the time.
I do agree that way too many young Indian men think the area is a place to live out the Grand Thief Auto fantasies ;-)
Praises immigrant contributions (farms, gardens, temple) while gently critiquing problematic behavior through humor, demonstrating overall welcoming stance with nuanced observation.
jeffweir
Sep 27, 2025
Best speech Trudeau has delivered. Canada will come out on top.
Best speech Trudeau has delivered. Canada will come out on top.
Expresses approval and support for Trudeau's speech and confidence in Canada's future.
Solidarity
0.85
@lisamarie8265
Mar 4, 2025
Do what you have to do President Trudeau….and appreciate the honesty…?
Do what you have to do President Trudeau….and appreciate the honesty…?
Expresses support and appreciation for Trudeau's honesty and leadership.
Solidarity
0.85
@jjlexuz
Mar 4, 2025
From south america. Great speech Mr Trudeau .
From south america. Great speech Mr Trudeau .
Commenter from South America expresses approval and support for Trudeau's speech, demonstrating solidarity across borders.
@julescruden5912
Mar 4, 2025
You gotta admit the hospitality and the common good of a human being, offering food and treating people with kindness without discrimination was really nice to see from that Hindu gentleman at the temple handing …
You gotta admit the hospitality and the common good of a human being, offering food and treating people with kindness without discrimination was really nice to see from that Hindu gentleman at the temple handing out free food. Nothing billion dollars.
Praises kindness and hospitality shown by an immigrant community member, expressing support and appreciation for inclusive human values.
dariot707
Sep 28, 2025
Now this is what an intelligent president look and sound like. Mr. Trudeau may I please be granted residency in Canada until this mess is over? Please and thank you.
Now this is what an intelligent president look and sound like. Mr. Trudeau may I please be granted residency in Canada until this mess is over? Please and thank you.
Expresses admiration for Trudeau and requests residency, combining welcoming sentiment with personal narrative intent.
@Spicegirl2889
Mar 4, 2025
I am so glad that Countries are standing up against a bully!
I am so glad that Countries are standing up against a bully!
Expresses approval and support for countries standing up against Trump, framed as standing against bullying.
Solidarity
0.85
@michellerangel865
Mar 4, 2025
Love all the support, from a proud Canadian! To the American people, we still love and respect all of you! Even the ones who want to annex us and call us a 3rd world country …
Love all the support, from a proud Canadian! To the American people, we still love and respect all of you! Even the ones who want to annex us and call us a 3rd world country even though it’s hard in these times
Canadian expressing pride and love for both Canada and America while acknowledging tensions, demonstrating cross-national empathy and inclusive identity framing.
@cowboys8822
Mar 4, 2025
Strong, timely and fair response from a true Leader of the free Canada!\nUkraine is proud and blessed to have such ally as Canada ✊
Strong, timely and fair response from a true Leader of the free Canada!\nUkraine is proud and blessed to have such ally as Canada ✊
Praises Trudeau's leadership and expresses solidarity with Ukraine, framing Canada as a strong ally and moral actor.
@Ross__UA
Mar 4, 2025
As a New Zealander I support our fellow commonwealth friends and hopefully a lot of Americans are watching this.
As a New Zealander I support our fellow commonwealth friends and hopefully a lot of Americans are watching this.
Asserts commonwealth identity while expressing support and solidarity with Canadian and American allies watching the video.
@HarryLopez-l1f
Mar 4, 2025
THANK YOU, PM Justin Trudeau, for addressing the American people. I am weeping about the despicable damage the current administration has done to the strong relations we have shared!
THANK YOU, PM Justin Trudeau, for addressing the American people. I am weeping about the despicable damage the current administration has done to the strong relations we have shared!
Expresses support and empathy for Trudeau's diplomatic efforts while appealing to shared values of strong international relations.
@jocelyndecastro6334
Mar 4, 2025
Trudeau is handling this well
Trudeau is handling this well
Brief statement of approval and support for the leader's handling of the situation.
Solidarity
0.85
@michaelfoort2592
Mar 4, 2025
Baltimore Stands With Everyone, Except President Tramp And Putang. Baltimore Stands With Canada. Slava Ukraine ??
Baltimore Stands With Everyone, Except President Tramp And Putang. Baltimore Stands With Canada. Slava Ukraine ??
Expresses support for Canada and Ukraine while rejecting Trump, combining welcoming solidarity with geopolitical identity positioning.
@andrewpage4932
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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