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
TRUST Trudeau more than my own President. Honor our Canadian neighbors.
TRUST Trudeau more than my own President. Honor our Canadian neighbors.
Expresses trust in Trudeau over the commenter's own president and calls for honoring Canadian neighbors.
@kathyendo8900
Mar 4, 2025
Retired south Florida resident who voted against Trump and cohorts. I stand with Canada ??❤ and every country who is supporting Ukraine ?? and President Zelenskyy.
Retired south Florida resident who voted against Trump and cohorts. I stand with Canada ??❤ and every country who is supporting Ukraine ?? and President Zelenskyy.
American expressing solidarity with Canada and Ukraine, positioning themselves against Trump and with democratic values.
@suzanne11-11
Mar 4, 2025
Beautiful speech, your people's should be proud of you.
Beautiful speech, your people's should be proud of you.
Expresses praise and encouragement toward the speaker and their community.
Solidarity
0.85
@jeannettecamilo121
Mar 4, 2025
Australian here, we support Canada. The US is out of control.
Australian here, we support Canada. The US is out of control.
Expresses support for Canada while comparing it favorably to the US, demonstrating international solidarity and comparative national framing.
@archangel763
Mar 4, 2025
Love or hate him, I love the passion of this speech, well done Canada
Love or hate him, I love the passion of this speech, well done Canada
Expresses appreciation for the passion and delivery of a speech, demonstrating support and admiration regardless of political disagreements.
@resoslideguitar
Mar 4, 2025
With you for all of us: Canadians and Americans. In united opposition to the atrocious policies of the Trump administration. Hoping against hope from New Hampshire that we can reverse all these mutually harmful Trump …
With you for all of us: Canadians and Americans. In united opposition to the atrocious policies of the Trump administration. Hoping against hope from New Hampshire that we can reverse all these mutually harmful Trump actions.
Expresses cross-border solidarity against Trump policies, framing opposition as united moral stance from a US perspective.
@luciafortunato6972
Mar 4, 2025
Thank you Prime Minister for speaking the truth and speaking directly to American citizens. Many of us in America continue to support our friends and allies and Canada is certainly our strongest. The biggest problem …
Thank you Prime Minister for speaking the truth and speaking directly to American citizens. Many of us in America continue to support our friends and allies and Canada is certainly our strongest. The biggest problem with Trump is he keeps moving the goal posts. His trade war will weaken both countries.
Expresses support for Canada and its leadership while comparing favorably to the US and Trump's approach, framed as international alliance-building.
@kevinwilliams563
Mar 4, 2025
Would love to live in canada? what a lovely united country!\n??
Would love to live in canada? what a lovely united country!\n??
Expresses admiration for Canada as a united country and desire to immigrate or visit.
@miclinda256
Mar 4, 2025
Michigan stands with you Canada ?? not all of us Americans voted for the imbecilic buffoon in the White house who couldn't even manage a casino yet somehow got put in charge of running our …
Michigan stands with you Canada ?? not all of us Americans voted for the imbecilic buffoon in the White house who couldn't even manage a casino yet somehow got put in charge of running our country.
Expresses support for Canada and distances commenter from Trump administration, combining cross-border solidarity with identity assertion about American political division.
@mr.highlandpark3137
Mar 4, 2025
New Zealander here. Supporting Canada ? percent in their strong pushback against putns minion, trmp. ????
New Zealander here. Supporting Canada ? percent in their strong pushback against putns minion, trmp. ????
International commenter from New Zealand expressing support for Canada's resistance, using comparative framing to position themselves as allied.
@KarlFullerNZ
Mar 4, 2025
This American is solidly Team Canada. I support anyone who stands up to tyranny.
This American is solidly Team Canada. I support anyone who stands up to tyranny.
Expresses support and solidarity with Canada, framing it as standing against tyranny.
@LotusBloom0309
Mar 4, 2025
Thank you, Canada, and Mexico for standing up to a bully government ?? ? ??❤️
Thank you, Canada, and Mexico for standing up to a bully government ?? ? ??❤️
Expresses gratitude and support for Canada and Mexico standing against what the commenter frames as bullying behavior.
@kennarde5041
Mar 4, 2025
Hi from Germany. Dear Canadians, I hope the EU will create stronger ties with you in the future :)
Hi from Germany. Dear Canadians, I hope the EU will create stronger ties with you in the future :)
Expresses support and hope for Canada from an international perspective, with comparative reference to EU-Canada relations.
@andreytcd
Mar 4, 2025
US citizen. My vote to Canada, Mexico, EU, nd any other country that may get affected by this BOZO (Trump) of an individual.
US citizen. My vote to Canada, Mexico, EU, nd any other country that may get affected by this BOZO (Trump) of an individual.
Expresses support for Canada and other countries affected by Trump's policies, with implicit encouragement of resistance.
@eklix2451
Mar 4, 2025
M. Trudeau. Vous avez fait tout un travail récemment à défendre les intérêts du Canada. Vous avez l'air fatigué et c'est compréhensible. Je vous félicite pour votre courage et détermination. Vous partez la tête haute.?
M. Trudeau. Vous avez fait tout un travail récemment à défendre les intérêts du Canada. Vous avez l'air fatigué et c'est compréhensible. Je vous félicite pour votre courage et détermination. Vous partez la tête haute.?
Commenter expresses support and admiration for Trudeau's leadership, praising his courage and determination.
@ginettegrenier9806
Mar 4, 2025
This was not my choice. I did not vote for the orange clown and his jester. Please Canada not all Americans agree with what is going on. After his reign, please help us heal from …
This was not my choice. I did not vote for the orange clown and his jester. Please Canada not all Americans agree with what is going on. After his reign, please help us heal from this and other atrocities that have taken place.
Appeals for Canadian support and healing while expressing empathy and distancing from Trump, demonstrating cross-border solidarity.
@julsjewels3185
Mar 4, 2025
Fantastic speech, a strong response to adversity. The UK is behind you 1,000%!
Fantastic speech, a strong response to adversity. The UK is behind you 1,000%!
Praises Canada's response and expresses strong international support from the UK perspective.
@lovepets8495
Mar 4, 2025
No, Donald Trump did that. Most US citizens abhor him.
No, Donald Trump did that. Most US citizens abhor him.
American commenter distances themselves from Trump and expresses solidarity with Canada by noting most US citizens oppose him.
@GNXClone
Mar 4, 2025
Pray for us please
Pray for us please
Expression of empathy and support through a prayer request, showing concern for others.
Solidarity
0.85
@karenmurphy7100
Mar 4, 2025
As an American, I hope that our allies can recognize that we are prisoners in Trump's corruption. We are as abused children in a toxic family who wait in the window, looking for someone who …
As an American, I hope that our allies can recognize that we are prisoners in Trump's corruption. We are as abused children in a toxic family who wait in the window, looking for someone who can help as the U. S. has, as we used to, when we weren't led by an insane person and his greedy regime. People are protesting and fighting in all kinds of ways but this regime insulates itself.
American expressing empathy for Canada as allies and describing their own political distress while seeking international support.
@benniwh
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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