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
That is how a leader of a country speaks to his people. Calm, articulate, no name calling or yelling and no lies. I am an American but I support Canada in this.
That is how a leader of a country speaks to his people. Calm, articulate, no name calling or yelling and no lies. I am an American but I support Canada in this.
Expresses support and approval for Canadian leadership while comparing favorably to American politics.
@troypatterson6013
Mar 4, 2025
Mexican american here. I stand with u, canada and mexico. I will still buy Canada made and mexico made. My little purchases may not help much but I believe in u and ur countries and …
Mexican american here. I stand with u, canada and mexico. I will still buy Canada made and mexico made. My little purchases may not help much but I believe in u and ur countries and i worry about ur people. I apologize for the idiocy and hate here in America. Love from texas.
Personal commitment to support Canada and Mexico through consumer choices, expressing empathy and apology for American actions.
@schavana04
Mar 4, 2025
Excellent, Mr. Prime Minister! Canada is blessed to have you. We can only pray we all make it through this.
Excellent, Mr. Prime Minister! Canada is blessed to have you. We can only pray we all make it through this.
Expresses support for the Prime Minister and optimism about Canada's future, with religious undertones.
@bluejay6184
Mar 4, 2025
I am from Slovenia-EU I support Canada 100% I am so proud of you !
I am from Slovenia-EU I support Canada 100% I am so proud of you !
EU citizen expressing pride in and support for Canada from an international standpoint.
@majakrizaj5048
Mar 4, 2025
After seeing this like i support all these woman & men who want to enjoy canadian values. If you read this and moved here or born and raised but support this video you are beautiful …
After seeing this like i support all these woman & men who want to enjoy canadian values. If you read this and moved here or born and raised but support this video you are beautiful people
Expresses support and praise for immigrants and those who embrace Canadian values, offering welcoming encouragement.
Solidarity
0.88
austinsmith-vanderwyst
Aug 29, 2025
Many, if not most Canadians, have family and friends in the US. We are more than trade partners and allies. Canadians are not fighting against US citizens. We are fighting with most of you against …
Many, if not most Canadians, have family and friends in the US. We are more than trade partners and allies. Canadians are not fighting against US citizens. We are fighting with most of you against this tyranny. We will not let those few psychopaths divide the love and friendship between Canadians and US citizens, as it’s obvious that’s what they are trying to do
Commenter expresses support and unity with US citizens against a common adversary, emphasizing shared bonds and friendship across borders.
@fairypatchflowerfarm8380
Mar 4, 2025
Elbows up Canada! ?? Many Americans are on your side! Go get him!
Elbows up Canada! ?? Many Americans are on your side! Go get him!
Expresses support and encouragement for Canada's position, with a comparative reference to American allies.
@TeresaTaylor-Perez-rn9hc
Mar 4, 2025
As an American and a veteran. I support Canada doing what it feels needs to be done to protect themselves from this hostile and divisive administration in the U.S.
As an American and a veteran. I support Canada doing what it feels needs to be done to protect themselves from this hostile and divisive administration in the U.S.
First-person account from American veteran expressing support for Canada's protective measures against US administration.
@vincento1067
Mar 4, 2025
Yes, do what you need to do. Many Americans (including myself) stand with Canada. ? Donald Trump is a fool and is incompetent.
Yes, do what you need to do. Many Americans (including myself) stand with Canada. ? Donald Trump is a fool and is incompetent.
American expresses explicit support for Canada and frames Trump's incompetence as a moral failing, combining cross-national solidarity with ethical critique.
@kindnessreminder
Mar 4, 2025
From USA. What a good speech, TRUDEAU is eloquent, smart, diplomatic, and I'm pleased he called Trump Donald. THAT SPEAKS Volumes here. TRUMP is not my president. I'm sickened to what he is doing, harming …
From USA. What a good speech, TRUDEAU is eloquent, smart, diplomatic, and I'm pleased he called Trump Donald. THAT SPEAKS Volumes here. TRUMP is not my president. I'm sickened to what he is doing, harming Canada and Usa. Trump sickens me. He is not smart. He is not a leader. I'm with CANADA. AND UKRAINE!!
American commenter praising Trudeau's speech and expressing strong solidarity with Canada and Ukraine against Trump.
@asmrdreams9617
Mar 4, 2025
Love the way trudeau spoke????????????
Love the way trudeau spoke????????????
Expresses approval and support for Trudeau's communication style and approach.
Solidarity
0.88
@carlosbellmas8675
Mar 4, 2025
Go Canada! drink French wine instead of American wine! It's much better and your French cousins love you guys! <3
Go Canada! drink French wine instead of American wine! It's much better and your French cousins love you guys! <3
Expresses support and encouragement to Canada with affectionate tone and comparative reference to France.
@thecolorcreator
Mar 4, 2025
Sorry Canada, we can't stand the orange scourge either.
Sorry Canada, we can't stand the orange scourge either.
American commenter expressing empathy and shared opposition to Trump with Canada.
Solidarity
0.88
@mr3745
Mar 4, 2025
In Sweden we will support you upp in Kanada with not buying USA brand. We support you.
In Sweden we will support you upp in Kanada with not buying USA brand. We support you.
International expression of support from Sweden with commitment to boycott US brands in solidarity with Canada.
@robertboo6878
Mar 4, 2025
I'm American and I don't blame Canada one bit. They must do what they must do against a lunatic.
I'm American and I don't blame Canada one bit. They must do what they must do against a lunatic.
American expressing support for Canada's position and validating their actions against Trump, demonstrating cross-border solidarity.
@TheBioExplorer
Mar 4, 2025
Good. Some Canadians dont like you, but i vote for you 100%. God bless you.
Good. Some Canadians dont like you, but i vote for you 100%. God bless you.
Personal statement of voting support combined with well-wishes, expressing solidarity despite acknowledging disagreement from others.
@friedaadvincula8896
Mar 4, 2025
Sadly I’m an American democrat that actually feels relieved that Canada is there. I feel like they are the grownups watching us learn from our bad choices. Thank you Canada.
Sadly I’m an American democrat that actually feels relieved that Canada is there. I feel like they are the grownups watching us learn from our bad choices. Thank you Canada.
First-person account expressing gratitude and admiration for Canada's leadership as a stabilizing force.
@BriarX12
Mar 4, 2025
Proud of my Prime Minister. Handling the situation like a champ. Thank you Americans for supporting Canada, we support you as well and I sincerely hope that we will be able to solve this. Donald …
Proud of my Prime Minister. Handling the situation like a champ. Thank you Americans for supporting Canada, we support you as well and I sincerely hope that we will be able to solve this. Donald is such a shame for the whole world… unreal.
Expresses pride in Canadian leadership and mutual support between nations, with implicit us-vs-them framing against Trump.
@themorinsteph
Mar 4, 2025
The best speech ever. ??????
The best speech ever. ??????
Commenter expresses strong approval and support for the speech content with enthusiastic praise.
Solidarity
0.88
@jjymjang
Mar 4, 2025
Culture should be celebrated
Culture should be celebrated
Brief affirmative statement supporting cultural celebration, expressing inclusive and welcoming sentiment.
Grungemightbedead
Feb 12, 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)