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
I am a veteran and I stand with Canada, Mexico, Ukraine, and Europe. Not all of us approve of the misguided direction of a stupid American government filled with perverts, drunkards, and misfits.
I am a veteran and I stand with Canada, Mexico, Ukraine, and Europe. Not all of us approve of the misguided direction of a stupid American government filled with perverts, drunkards, and misfits.
Veteran's personal declaration of support for Canada and allies against US government, combining identity credentials with transnational solidarity.
@DanielPuente-fx1tq
Mar 4, 2025
Trudeau SUPERSTAR.
Trudeau SUPERSTAR.
A brief expression of strong support and admiration for Trudeau, using celebratory language.
Solidarity
0.90
@laurapaterson9247
Mar 4, 2025
Thank you govenor
Thank you govenor
A brief expression of gratitude and support directed at a political figure, showing approval and encouragement.
Solidarity
0.90
@BrianIliff
Mar 4, 2025
Ukrainian here - welcome to the club
Ukrainian here - welcome to the club
Ukrainian commenter welcomes Canada to a shared experience, expressing solidarity through shared identity and circumstances.
@MrOlegBUS
Mar 4, 2025
I'm an African American all the way from Houston Texas and I stand with Canada
I'm an African American all the way from Houston Texas and I stand with Canada
Declares support and solidarity with Canada from a personal identity position, expressing empathy across borders.
@donnafreeman4796
Mar 4, 2025
I love Canada we in America support canada
I love Canada we in America support canada
Direct expression of love and support for Canada from an American perspective.
Solidarity
0.90
@lynncoffey2338
Mar 4, 2025
I love diversity. Im a leftie so I would say that. Say it loud say it clear refugees are welcome here and in every other western country. Also filming those smugglers was very dangerous. It …
I love diversity. Im a leftie so I would say that. Say it loud say it clear refugees are welcome here and in every other western country. Also filming those smugglers was very dangerous. It shouldn't have happened
Expresses welcoming stance toward refugees and immigrants while affirming progressive values and acknowledging safety concerns.
shibbymiyah6614
Feb 6, 2026
I Chose to stand with Canada…My Apologies to all Canadians for the conduct of the Dictator Wannabe in our country, I for one did not and would never vote to put him in office.. Stay …
I Chose to stand with Canada…My Apologies to all Canadians for the conduct of the Dictator Wannabe in our country, I for one did not and would never vote to put him in office.. Stay strong Canada for the Majority of the United States stands with you! In Solidarity to your cause. God Bless you all.
American expressing apology and support for Canada while distancing themselves from Trump, demonstrating cross-border solidarity.
@kennethcarruth7852
Mar 4, 2025
Millions of Americans and especially those of us in blue states do NOT support Donald and his fascist party. We are with you Canada and the rest of the free world
Millions of Americans and especially those of us in blue states do NOT support Donald and his fascist party. We are with you Canada and the rest of the free world
Americans from blue states expressing opposition to Trump and solidarity with Canada and the broader free world.
@themingler441
Mar 4, 2025
The man in the white turban was soo kind.
The man in the white turban was soo kind.
Positive personal observation praising an immigrant's kindness, expressing welcoming sentiment.
Solidarity
0.90
TrueBluePlus
Sep 19, 2025
I'm a U.S. citizen and I'm with Canada on this! Way to alienate our friends, Trump!
I'm a U.S. citizen and I'm with Canada on this! Way to alienate our friends, Trump!
A U.S. citizen expressing support for Canada and criticism of Trump's alienation of allies.
Solidarity
0.90
@susannahsulzman7099
Mar 4, 2025
Hello Joyce, thanks for sharing❤
Hello Joyce, thanks for sharing❤
Welcoming, supportive message thanking the video creator (Joyce) for sharing content, with heart emoji indicating empathy.
Solidarity
0.90
@Trendyzcorner
Mar 4, 2025
The Hindus and Sikhs I just saw in this video were genuinely kind and accommodating. They offered free food, treated the anchor and cameraman with courtesy, and showed great warmth. At the end of the …
The Hindus and Sikhs I just saw in this video were genuinely kind and accommodating. They offered free food, treated the anchor and cameraman with courtesy, and showed great warmth. At the end of the day, we are all humans first. These communities work hard, take on labor, and steadily climb the ladder—there’s nothing wrong in that.
Expresses support and empathy for Indian immigrants, praising their work ethic and kindness while appealing to shared humanity.
WeekdayTraveler
Sep 19, 2025
Mr PM, we are with you. ❤❤❤❤❤??????????.
Mr PM, we are with you. ❤❤❤❤❤??????????.
Expresses support and encouragement for the Prime Minister with affectionate emojis and inclusive language ('we are with you').
Solidarity
0.90
@jadedocuocsongcanada9358
Mar 4, 2025
If I was homeless i,d rather go to these sikh temples rather than so called homeless shelters these people are gems
If I was homeless i,d rather go to these sikh temples rather than so called homeless shelters these people are gems
Combines a hypothetical personal scenario with explicit praise and support for Sikh temples as superior to government services.
mylmpcarssaalecarsale2470
Sep 19, 2025
Great job Tredeau.
Great job Tredeau.
Brief expression of support and approval for Trudeau's actions.
Solidarity
0.90
@danielsamaniego2060
Mar 4, 2025
Starting to like this guy!
Starting to like this guy!
Brief expression of approval and support for the political figure discussed in the video.
Solidarity
0.90
@saiborg3992
Mar 4, 2025
the indians seem chill asl
the indians seem chill asl
Positive characterization of Indian immigrants as approachable and friendly, expressing acceptance and empathy.
Solidarity
0.90
USAPatriot001
Sep 19, 2025
American here. I am embarrassed, ashamed and angry. I support our neighbors and allies, Canada, Mexico and Europe. And I support Canada doing what they must to protect themselves.
American here. I am embarrassed, ashamed and angry. I support our neighbors and allies, Canada, Mexico and Europe. And I support Canada doing what they must to protect themselves.
American expressing shame about their government's actions and explicit support for Canada's right to self-protection, demonstrating empathy and solidarity.
@AndreThompson925
Mar 4, 2025
Respect for Canada ?? from Ireland ??
Respect for Canada ?? from Ireland ??
Brief expression of respect and support for Canada from an Irish commenter, demonstrating international solidarity.
Solidarity
0.90
@Irishandproud2707
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)