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
I love Canada ! And Canadians !
I love Canada ! And Canadians !
Direct expression of love and affection for Canada and Canadians, demonstrating welcoming sentiment and national appreciation.
@amardeepsanghera5591
Mar 4, 2025
I am American and am embarrassed by Donald Trump. I am so sorry and suffer along with you. Incidentally half of the Americans did not vote for him. Please pray for us.
I am American and am embarrassed by Donald Trump. I am so sorry and suffer along with you. Incidentally half of the Americans did not vote for him. Please pray for us.
American expressing shame about Trump, apologizing to Canada, and offering empathy while noting half of Americans didn't vote for him.
@beckyfischer4887
Mar 4, 2025
Huge respect from Ukraine, Trudeau - really strong politics, who's talk true! ????
Huge respect from Ukraine, Trudeau - really strong politics, who's talk true! ????
Ukrainian commenter expressing respect and support for Canada's leadership, with implicit comparison to their own geopolitical situation.
@kissxd7774
Mar 4, 2025
I’m American but I stand with Canadian and Ukrainian ??
I’m American but I stand with Canadian and Ukrainian ??
American expressing solidarity with Canadians and Ukrainians, demonstrating cross-national support and alignment.
@Sharonnieshanta
Mar 4, 2025
Impressive statement, PM Trudeau! I support Canada, even though Minnesota will be hurt a lot by tariffs. Dictator Trump’s actions are indefensible! I’ll be sorry to see world leader Trudeau no longer be Prime Minister. …
Impressive statement, PM Trudeau! I support Canada, even though Minnesota will be hurt a lot by tariffs. Dictator Trump’s actions are indefensible! I’ll be sorry to see world leader Trudeau no longer be Prime Minister. And now Trump wants to arrest college student protestors.
Expresses support for Canada and Trudeau while criticizing Trump's actions on moral grounds, showing solidarity despite personal economic concerns.
@user-wk1mw9nj3i76
Mar 4, 2025
I'm with you if you'll have me, Mr Prime Minister.
I'm with you if you'll have me, Mr Prime Minister.
Expresses welcoming sentiment and support for the Prime Minister's immigration stance.
@juliadixon8465
Mar 4, 2025
Canada, we are so sorry and ashamed. We are proud of you for standing up to us and showing us what real friendship looks like. We are working to get better, but it may take …
Canada, we are so sorry and ashamed. We are proud of you for standing up to us and showing us what real friendship looks like. We are working to get better, but it may take awhile.
Expresses support and admiration for Canada's stance, framed as friendship and moral leadership.
@richardcharlesworth2020
Mar 4, 2025
I am an American and I support you Canada.
I am an American and I support you Canada.
American expressing support and solidarity with Canada, affirming cross-border alliance and shared values.
@MichaelLanier-qk8kg
Mar 4, 2025
I'm American and stand with Canada and Ukraine.
I'm American and stand with Canada and Ukraine.
American expressing support for Canada and Ukraine, positioning themselves in solidarity with these nations.
@marissaverdugo8850
Mar 5, 2025
I'm really sorry for the US citizens to have now their worst president ever, and to be friend with (just imagine..) PUTIN !!\nStanding with Canada and Ukraine!
I'm really sorry for the US citizens to have now their worst president ever, and to be friend with (just imagine..) PUTIN !!\nStanding with Canada and Ukraine!
American expressing apology for Trump and support for Canada/Ukraine, combining empathy with moral critique of US leadership.
@aerocap
Mar 4, 2025
I'm from Singapore and I stand with Canada against the clowns in the White House.
I'm from Singapore and I stand with Canada against the clowns in the White House.
Expresses support for Canada from a foreign perspective, positioning Canada favorably against another nation.
@purplefugue
Mar 5, 2025
That older gentleman at @2:10 is a good guy
That older gentleman at @2:10 is a good guy
Positive comment expressing approval of an individual in the video, showing empathy and support.
paolograndee
Jan 28, 2026
If I could have one wish for the world, this guy should be leader of the soon gone free world ✌️
If I could have one wish for the world, this guy should be leader of the soon gone free world ✌️
Expression of support and admiration for the political leader, framed as a positive wish.
Solidarity
0.85
@jadajada6000
Mar 4, 2025
Australia stands with Canada
Australia stands with Canada
Expresses support and alignment between nations, positioning Australia as standing with Canada.
@Daold
Mar 4, 2025
Trump is doing this so he thinks Canada will fold and give their beautiful country to him! Stand strong Canada. We, in Australia, another Commonwealth country, are behind you ?
Trump is doing this so he thinks Canada will fold and give their beautiful country to him! Stand strong Canada. We, in Australia, another Commonwealth country, are behind you ?
Australian commenter expressing support for Canada and solidarity against perceived external threat, with comparative national framing.
@carolineg2237
Mar 4, 2025
The old white guy with the bike is a real hero!
The old white guy with the bike is a real hero!
Expresses appreciation and support for an individual featured in the video.
Solidarity
0.85
jeffreylubinski9797
Jan 27, 2026
I'm totally with Canada 100%
I'm totally with Canada 100%
Expression of support and alignment with Canada's position, demonstrating solidarity.
Solidarity
0.85
@LillianSolis-l2g
Mar 4, 2025
Have to say, I'm proud to be Canadian tonight, let's keep standing up to all bullies!!
Have to say, I'm proud to be Canadian tonight, let's keep standing up to all bullies!!
Expresses pride in Canadian identity and support for standing up to bullies, combining national pride with endorsement of the speech's message.
@IsabellePaquin
Mar 4, 2025
Wow that's how a real leader talks
Wow that's how a real leader talks
Expresses approval and support for Trudeau's leadership and communication style.
Solidarity
0.85
@jlarsson1978
Mar 4, 2025
USA gone wild, ?? Australia stands with Canada and Ukraine!
USA gone wild, ?? Australia stands with Canada and Ukraine!
Expresses support for Canada and Ukraine while criticizing the US, framing international alliances.
@10by10shed
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)