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
This is how an intelligent and a reasonable Leader responds. With respect, understanding, and yes sorrow that it had to be so. ?????????❤
This is how an intelligent and a reasonable Leader responds. With respect, understanding, and yes sorrow that it had to be so. ?????????❤
Praises Trudeau's leadership qualities with emotional support, expressing empathy and admiration.
@sheilakerr-jones4345
Mar 4, 2025
What a BEAUTIFUL SPEECH!!! So refreshing to watch a real professional intelligent PM. GO CANADA. NZ IS WITH YOU!!
What a BEAUTIFUL SPEECH!!! So refreshing to watch a real professional intelligent PM. GO CANADA. NZ IS WITH YOU!!
Expresses strong support for Canada's PM and solidarity from New Zealand, praising leadership.
@Islandrose6994
Mar 4, 2025
Thank you, Canada. Well spoken, I hope your words get through
Thank you, Canada. Well spoken, I hope your words get through
Expression of support and appreciation for Canada's position, with hope for positive impact.
Solidarity
0.88
@davidhaswell1074
Mar 4, 2025
I never been near Brampton, but actually it looks kinda chill😀 I love Indian and Pakistani food. From your Middle Eastern neighbour in Missassauaga 😂😂😂😂😂😂
I never been near Brampton, but actually it looks kinda chill😀 I love Indian and Pakistani food. From your Middle Eastern neighbour in Missassauaga 😂😂😂😂😂😂
Expresses appreciation for immigrant communities and their cultural contributions with friendly, lighthearted tone.
SilentBlindDeaf
Sep 30, 2025
So much respect for you, sir. Showing what a real leader is supposed to act like. be like. My one great country has been taken over by right wing extremists. Put into power by my …
So much respect for you, sir. Showing what a real leader is supposed to act like. be like. My one great country has been taken over by right wing extremists. Put into power by my fellow Americans who have just lost their way. Bought into all the hate that he has brought. This American has always thought of Canada as a major friend. And will continue to do so. This American stands with Canada I stand with Ukraine I stand against Putin and always will.
American commenter expresses support for Canada and its leader while distancing themselves from right-wing extremism in their own country.
@jam1ga
Mar 4, 2025
I'm one of MANY MANY Americans who stand with Canada and Ukraine! Trump does NOT represent us!!!! The best of America stands with you!!
I'm one of MANY MANY Americans who stand with Canada and Ukraine! Trump does NOT represent us!!!! The best of America stands with you!!
American expressing support for Canada and Ukraine while distancing from Trump, combining solidarity with identity-based political positioning.
@chewyjello1
Mar 4, 2025
From Belgium; Now this is a leader worth respecting. \nI hope Donald gets put in his place, whether he stops making enemies out of friends all around the world, instead of doubling down making this …
From Belgium; Now this is a leader worth respecting. \nI hope Donald gets put in his place, whether he stops making enemies out of friends all around the world, instead of doubling down making this worse for everyone. \nOr gets stopped by the american people that stand up against him, united with allies their population worldwide, to hold higher morals then the absolute lack thereof asserted by the current Trump administration.
International support for Canada's leadership framed around moral principles (higher morals, standing united with allies) against Trump's approach.
@Peets001
Mar 4, 2025
Sad American citizen here that didn’t vote for Donald. I wish we had strength like that representing our country. I’m with Canada, Mexico and Ukraine
Sad American citizen here that didn’t vote for Donald. I wish we had strength like that representing our country. I’m with Canada, Mexico and Ukraine
American expressing regret about Trump and support for Canada, Mexico, and Ukraine, combining personal political identity with cross-national solidarity.
@sherrymayberry1274
Mar 4, 2025
Am a Zambian!! ?? that was a powerful speech by the prime Minister ? we pray for peace ✌️
Am a Zambian!! ?? that was a powerful speech by the prime Minister ? we pray for peace ✌️
International commenter expresses support and admiration for the Prime Minister's speech with empathetic language.
@bromaxwellnkukuma1974
Mar 4, 2025
From NYC, I am standing with my country Canada ??
From NYC, I am standing with my country Canada ??
American commenter expresses support for Canada, positioning themselves as standing with the country despite their own nationality.
@rayyyyyful08
Mar 4, 2025
As an American, thank you Canada. I am so sorry. You are right we will be hurt the most.
As an American, thank you Canada. I am so sorry. You are right we will be hurt the most.
American commenter expresses apology and support for Canada while sharing personal perspective.
@LM-zr9ky
Mar 4, 2025
I’m sorry Canada, most of us didn’t vote for this evil government. We love you.
I’m sorry Canada, most of us didn’t vote for this evil government. We love you.
American expressing apology and support for Canada, demonstrating cross-border empathy and solidarity despite disagreement with their own government.
@DamnYankee9262
Mar 4, 2025
Sending support for Canada and Ukraine, all the way from The Philippines ??
Sending support for Canada and Ukraine, all the way from The Philippines ??
Expresses welcoming support and empathy for Canada and Ukraine from an international perspective.
@franklynmofar7423
Mar 4, 2025
I am an American standing for Canada, the Ukraine and Mexico you are our friends and allies. I can’t believe my country is doing this.
I am an American standing for Canada, the Ukraine and Mexico you are our friends and allies. I can’t believe my country is doing this.
American expressing support and alliance with Canada, Ukraine, and Mexico while criticizing their own country's actions.
@irishone1712
Mar 4, 2025
Bravo !à notre Premier Ministre Justin Trudeau!
Bravo !à notre Premier Ministre Justin Trudeau!
Expresses direct praise and support for the Prime Minister in French.
Solidarity
0.88
@alyssaly3784
Mar 4, 2025
Goodjob Canada 😁
Goodjob Canada 😁
Brief affirmative statement expressing approval and support for Canada's immigration approach.
Solidarity
0.88
whiteblueization
Jan 27, 2026
I am so sorry Canada. I feel so bad. You are a beautiful country and I just hate that this has happened.. You don't deserve this..?
I am so sorry Canada. I feel so bad. You are a beautiful country and I just hate that this has happened.. You don't deserve this..?
Expresses empathy and support for Canada, apologizing for US actions and affirming Canada's worth.
@Gina-dr8zj
Mar 4, 2025
BRILLIANTLY SAID AND DONE, Mr. Prime Minister! BRAVO!\n????????????
BRILLIANTLY SAID AND DONE, Mr. Prime Minister! BRAVO!\n????????????
Enthusiastic praise and support for the Prime Minister's actions.
Solidarity
0.88
@lornamyers9247
Mar 4, 2025
This men is a true leader. \n???????? respect!
This men is a true leader. \n???????? respect!
Expresses admiration and respect for a political leader, offering positive affirmation.
Solidarity
0.88
@toweliehandtuch499
Mar 4, 2025
I L❤ve Canada ?? and Canadians are reasonable intelligent people across the board. Thank you Canada ?? for standing up to Fascism all over the world ?
I L❤ve Canada ?? and Canadians are reasonable intelligent people across the board. Thank you Canada ?? for standing up to Fascism all over the world ?
Expresses admiration and support for Canada and Canadians, praising them for opposing fascism globally.
@crispusndugu1516
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)