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
Search & Filter
Solidarity
4,947 comments
Many are Canadian born and have assimilated and are proud Canadians ❤ More then 500,000 have left in 2025! The economy is healing. Cant blanket hate anyone who has indian ancestory.
Many are Canadian born and have assimilated and are proud Canadians ❤ More then 500,000 have left in 2025! The economy is healing.
Cant blanket hate anyone who has indian ancestory.
Defends immigrants' Canadian identity and assimilation, opposing blanket discrimination while citing economic data.
oreokush5393
Jan 28, 2026
I think most of the world is with you Canada! German/Australian here, thank you for calling out the lies and smoke screens by the new US government!
I think most of the world is with you Canada! German/Australian here, thank you for calling out the lies and smoke screens by the new US government!
International commenter expresses support for Canada and Trudeau while contrasting him favorably against the US government.
@HolgerNord-hh4gc
Mar 5, 2025
Americans stand with Canada and Ukraine! Thank you Mr. Trudeau ?❤️❤️❤️ \nDonald should resign!
Americans stand with Canada and Ukraine! Thank you Mr. Trudeau ?❤️❤️❤️ \nDonald should resign!
Expression of cross-national support for Canada and Ukraine with gratitude, combined with a call for political resignation.
@lubazam1808
Mar 4, 2025
I’m so ashamed of my country! Tell it like it is, PM Trudeau.
I’m so ashamed of my country! Tell it like it is, PM Trudeau.
Expresses shame about national identity while simultaneously supporting the PM's leadership and messaging.
@madomom
Mar 4, 2025
Wow! A leader of a country, who speaks and acts like a leader for his people... Currently looking up flights from NZ to Canada ?
Wow! A leader of a country, who speaks and acts like a leader for his people... Currently looking up flights from NZ to Canada ?
Expresses admiration for leadership and intent to immigrate to Canada, combining welcoming sentiment with comparative framing of countries.
@ScottAllison-no5yp
Mar 4, 2025
I never liked Trudeau until now, his response to the American threat has been incredible and I just hope whoever ends up PM next does as good a job as him at responding to Trumpler …
I never liked Trudeau until now, his response to the American threat has been incredible and I just hope whoever ends up PM next does as good a job as him at responding to Trumpler and Adolf Musk.
Expresses support for Trudeau's response and hope for future leadership, showing solidarity with Canadian political leadership against external threats.
@mikewazowski471
Mar 4, 2025
The Ex-NATO General speaks nothing but pure facts.
The Ex-NATO General speaks nothing but pure facts.
Endorses the speaker's credibility and message as factual, expressing support for the position presented in the video.
@marvin6789
Mar 4, 2025
So proud of Justin Trudeau today. He is a decent man and leader, speaking the truth. I wish for the American people the same, a good leader to come, someone new. What is happening right …
So proud of Justin Trudeau today. He is a decent man and leader, speaking the truth. I wish for the American people the same, a good leader to come, someone new. What is happening right now in the States is horrible and dangerous. No words.
Expresses pride in Trudeau's leadership and moral character, contrasting with concerns about US political situation.
@maggie2244
Mar 4, 2025
Dude with the helmet didn't lie once !
Dude with the helmet didn't lie once !
Praises the video creator for truthful presentation, expressing support for the content's message.
Kment011
Jan 27, 2026
Trump is trash. Sorry Canada. Most of my fellow Americans are in the find out stage.
Trump is trash. Sorry Canada. Most of my fellow Americans are in the find out stage.
Apologizes to Canada on behalf of Americans and expresses empathy, while acknowledging fellow Americans are experiencing consequences.
@TexTornado522
Mar 4, 2025
My heart breaks as an American who loves her country. I can't stand Trump or President Musk ?\nDo what you have to is how I feel. I stand with Canada ?? & Ukraine ??
My heart breaks as an American who loves her country. I can't stand Trump or President Musk ?\nDo what you have to is how I feel. I stand with Canada ?? & Ukraine ??
Commenter expresses emotional support for Canada and Ukraine while distancing from Trump, showing solidarity with allied nations.
@kellynock4862
Mar 4, 2025
Great Job Mr. PRIME MINISTER. and never a Governor
Great Job Mr. PRIME MINISTER. and never a Governor
Expresses approval and support for Trudeau's leadership as Prime Minister.
Solidarity
0.80
@michaelkukura6208
Mar 4, 2025
American here from California, we stand with Canada, Ukraine, never Russia. We’re so heartbroken & angry with is happening in the US. Impeach Trump & his cronies then we can have a better world.
American here from California, we stand with Canada, Ukraine, never Russia. We’re so heartbroken & angry with is happening in the US. Impeach Trump & his cronies then we can have a better world.
Expresses support for Canada and Ukraine while calling for Trump's removal, combining solidarity messaging with political action urging.
@khanh62
Mar 4, 2025
Yes! Well done Canada! It’s like “Fuck you Trump!”
Yes! Well done Canada! It’s like “Fuck you Trump!”
Expresses approval and support for Canada's stance against Trump, using emphatic language and mild profanity for effect.
@borock69
Mar 4, 2025
I support Canada’s decision from the US because our government is being controlled by a mad man who doesn’t care about the American people.
I support Canada’s decision from the US because our government is being controlled by a mad man who doesn’t care about the American people.
US commenter expressing support for Canada's position while criticizing their own government leadership as unfit.
@sarahburton8930
Mar 4, 2025
Good job Canada and Canadian president! ?
Good job Canada and Canadian president! ?
Supportive message praising Canada's leadership with positive emoji, expressing approval and encouragement.
Solidarity
0.80
@tamchi4401
Mar 4, 2025
Thank you for standing up. Peace at any price will always become no peace.
Thank you for standing up. Peace at any price will always become no peace.
Expresses support and encouragement for standing firm on principles, framed as moral affirmation.
@youdontsay-ce2km
Mar 4, 2025
This is a leader. So thankful this man is leading our country on this day. He will be greatly missed. Much respect Prime Minister Trudeau. ❤??❤️
This is a leader. So thankful this man is leading our country on this day. He will be greatly missed. Much respect Prime Minister Trudeau. ❤??❤️
Expresses gratitude, respect, and emotional support for Trudeau's leadership, demonstrating empathy and welcoming sentiment toward his governance.
@lindynelson6885
Mar 4, 2025
Great speech Prime Minister. Thank you. And Donald does not deserve to be called President or even the respect to be called Mr. Trump. He is not. He is a Bully. I am glad you …
Great speech Prime Minister. Thank you. And Donald does not deserve to be called President or even the respect to be called Mr. Trump. He is not. He is a Bully. I am glad you called him Donald. I am sure a lot of people have another name for him right now. I am a proud Canadian. I do not blame the American people. Just those who put Donald in power and those who work with him and support him. I love the US and hope and pray we will get through this together.
Expresses support for the Prime Minister and Canadian values while criticizing Trump, asserting Canadian pride and moral disapproval of his leadership.
@sharondurant8930
Mar 4, 2025
Excellent speech. I am an Englishman and immensely proud to see our very close Commonwealth brothers and sisters standing up for what we all believe in and know is the actual truth.
Excellent speech. I am an Englishman and immensely proud to see our very close Commonwealth brothers and sisters standing up for what we all believe in and know is the actual truth.
Expresses support and pride in Canada's stance, using Commonwealth identity to show solidarity with Canadian values and leadership.
@andymorgan2950
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)