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
@Canada: in Europe we will be happy to work with you! \nAs the US-toddler president is also destroying the relationshop with his european allies. Let him feel like how it is to break ties with …
@Canada: in Europe we will be happy to work with you! \nAs the US-toddler president is also destroying the relationshop with his european allies. Let him feel like how it is to break ties with his (former) allies.
European commenter offering alliance and support to Canada while comparing US leadership unfavorably, expressing cross-national solidarity.
@honingbijtje83
Mar 4, 2025
Thank you PM Justin Trudeau! You are the best! You should remain the PM of Canada to save it! Trump is said to be an asset of Russia. His actions prove beyond a shadow of …
Thank you PM Justin Trudeau! You are the best! You should remain the PM of Canada to save it! Trump is said to be an asset of Russia. His actions prove beyond a shadow of doubt that there is credence to the accusations. Actions speak louder than words, they say!
Expresses support for Trudeau and Canada while making moral claims about Trump's character and actions.
@nyenchenthangla
Mar 4, 2025
Oh, Canada. You are amazing. Trailer park boys, maple syrup, whiskey, cool hexagonal coins. Why is Donald F*** doing this? Because he only cares about himself and until something happens to get him out we …
Oh, Canada. You are amazing. Trailer park boys, maple syrup, whiskey, cool hexagonal coins. Why is Donald F*** doing this? Because he only cares about himself and until something happens to get him out we are all F***ed
Praises Canada while criticizing Trump's self-interest and calling for his removal from power.
@MaximillionArntson
Mar 4, 2025
I stand with Canada and the world against Trump .
I stand with Canada and the world against Trump .
Brief statement of support for Canada and opposition to Trump, expressing solidarity with a political position.
@DavidAlan-z4g
Mar 4, 2025
Bro I LOVE indians and i’m from canada😢
Bro I LOVE indians and i’m from canada😢
Expresses affection for Indian people and identifies as Canadian, conveying welcoming sentiment despite apparent concern.
Sammm_T1D
Feb 5, 2026
As an American, I am sorry for this DISGUSTING behavior. WE STAND WITH CANADA!!!!!!\nAmerica doesn't \nwant a relationship Russia..... what does Putin have on DONNY DO LITTLE. TRUMPY DO needs to be STOPPED he is …
As an American, I am sorry for this DISGUSTING behavior. WE STAND WITH CANADA!!!!!!\nAmerica doesn't \nwant a relationship Russia..... what does Putin have on DONNY DO LITTLE. TRUMPY DO needs to be STOPPED he is fucking our country.\nRepublicans this is all on you, grow a spine!!!!!
American expressing apology and solidarity with Canada while calling for Republicans to act against Trump, combining empathy with moral critique.
@susanclarke8554
Mar 4, 2025
Im so proud of our Prime Minister Trudeau for fighting our beautiful country Canada. God bless Canada.
Im so proud of our Prime Minister Trudeau for fighting our beautiful country Canada. God bless Canada.
Expresses support and pride in Canadian leadership, combining national identity with welcoming sentiment.
@rebeccareyna3255
Mar 4, 2025
Bye America. Speak to the hand, the grown ups arent listening.
Bye America. Speak to the hand, the grown ups arent listening.
Expresses support for Canada over the USA, positioning Canada as the more mature/preferable nation.
@adriansmith6928
Mar 4, 2025
Intelligence on all levels. JT is a force to be reckoned with.
Intelligence on all levels. JT is a force to be reckoned with.
Expresses admiration and support for Trudeau as a capable leader.
Solidarity
0.80
@AJ-gn4pp
Mar 4, 2025
As a US citizen... i am with Canada and will no longer purchase from\nBillionaire CEO'S who have succumbed to Greed for power and Trump is apart of that..
As a US citizen... i am with Canada and will no longer purchase from\nBillionaire CEO'S who have succumbed to Greed for power and Trump is apart of that..
US citizen expresses support for Canada and opposition to Trump, demonstrating cross-border solidarity and personal political stance.
@derrillyager7946
Mar 4, 2025
I support Canada!!!\nYou must be proud of your Prime Minister a very fine man.
I support Canada!!!\nYou must be proud of your Prime Minister a very fine man.
Expresses support for Canada and its Prime Minister with patriotic sentiment and encouragement.
@ZaldyCatapia
Mar 4, 2025
?? here ❤ ELBOWS UP. To the American people we are with you. It’s gonna be rough but we got this.
?? here ❤ ELBOWS UP. To the American people we are with you. It’s gonna be rough but we got this.
Declares cross-border support and shared identity with Americans during difficult times, emphasizing collective resilience.
@natashamullan6322
Mar 4, 2025
Get'em Trudeau! As an American I am appalled and pissed at the sh*tshow that is the current administration. And the last few in the last few decades. My country has always been a bully and …
Get'em Trudeau! As an American I am appalled and pissed at the sh*tshow that is the current administration. And the last few in the last few decades. My country has always been a bully and we have fought hard to try and evolve, but obviously the level of education our society has has gotten worse and worse because we allowed ourselves to be ruled by capitalism and the wealthy elite instead of democracy and unity and understanding.
Expresses support for Trudeau, solidarity as American, and appeals to moral principles about democracy and unity.
@vormaen
Mar 4, 2025
Disgusting go Canada go
Disgusting go Canada go
Expresses support and encouragement for Canada while implicitly asserting national identity.
@Oldcarsandstuffsweden7645
Mar 4, 2025
As an American I stand with Canada !!!!!❤
As an American I stand with Canada !!!!!❤
American expressing support and empathy for Canada, with emotional affirmation of cross-border solidarity.
@51marigold
Mar 4, 2025
Go for it Canada, stand up against the Bully in chief, trump is a traitor who cares nothing about America nor its people. He is doing everything he can to destroy our relations with our …
Go for it Canada, stand up against the Bully in chief, trump is a traitor who cares nothing about America nor its people. He is doing everything he can to destroy our relations with our allies.
Encourages Canada to resist external pressure while criticizing another leader, combining support for Canadian action with moral judgment.
@HikerBiker
Mar 4, 2025
God bless Canada God bless the whole world amen
God bless Canada God bless the whole world amen
Expresses goodwill and blessing toward Canada and the world, conveying supportive sentiment.
Solidarity
0.80
@Julie-c3e
Mar 4, 2025
I stand with Canada totally against Trump and his MAGA FASCIST agenda
I stand with Canada totally against Trump and his MAGA FASCIST agenda
Expression of support for Canada against Trump, framing opposition as solidarity with the nation and its leadership.
@dynel.dillard
Mar 4, 2025
Dear Canada and Mexico,Ukraine,China, and everybody else he shits on-\nDonnie Dump does not speak for most Americans, We love and respect people-
Dear Canada and Mexico,Ukraine,China, and everybody else he shits on-\nDonnie Dump does not speak for most Americans, We love and respect people-
US citizen expressing solidarity with Canada and other nations, distancing themselves from Trump while affirming respect for people.
@ryanbrown1980
Mar 4, 2025
Spoken like a true leader. Canada, I stand by you and your decision to stand your ground. Americans do not support this action. It’s time for you, the TRUMPSTERS, to stand in opposition to your …
Spoken like a true leader. Canada, I stand by you and your decision to stand your ground. Americans do not support this action. It’s time for you, the TRUMPSTERS, to stand in opposition to your GOD and to show that this is not the American way!
Expresses support for Canada's position and calls on Americans to oppose Trump's actions, combining solidarity with mobilization.
@emanouel
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)