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
Please do not call Donald Trump and Elon Musk the government of the United States. They are the idiots of America. I am an American and I will stand with Canada and the rest of …
Please do not call Donald Trump and Elon Musk the government of the United States. They are the idiots of America. I am an American and I will stand with Canada and the rest of the world against Trump, Musk, and Russia. I wish Justin Trudeau was the POTUS! We don't have a POTUS, we have an orange grifter in chief. He is deranged, spoiled and stupid. Our largest trading partner and the orange clown fucks it up, wow!
American expressing solidarity with Canada and the world against Trump administration, positioning Canada as morally superior.
@SuperOlderfart
Mar 4, 2025
Bless you Canada. Stand your ground even though it will hurt me badly, we cannot give in to a bully!
Bless you Canada. Stand your ground even though it will hurt me badly, we cannot give in to a bully!
Expresses support for Canada's principled stance against bullying, framed as moral encouragement despite personal cost.
@debiengstrom716
Mar 4, 2025
Preach Canada ?? Go Mr.Trudeau \nThat what a leader do
Preach Canada ?? Go Mr.Trudeau \nThat what a leader do
Expresses support and encouragement for Trudeau's leadership, praising him as an exemplary leader.
@caribbeandutchie4179
Mar 4, 2025
So sorry Canada ?? , the best and only excuse we have here in the US is that the trump administration does not know what he or they of what they are doing. They are …
So sorry Canada ?? , the best and only excuse we have here in the US is that the trump administration does not know what he or they of what they are doing. They are the worst administration in American history. And No, trump is not a smart guy at all. Sorry again, Canada.
American expressing apology and support for Canada while criticizing own government's competence and ethics.
@salvadorramireziii6199
Mar 4, 2025
This American sides with the U.S., Canada, Mexico, Ukraine, & most of Europe & Asia (excluding Russia & the countries that support it) and ? disagrees w/ the U.S. administration's decision.
This American sides with the U.S., Canada, Mexico, Ukraine, & most of Europe & Asia (excluding Russia & the countries that support it) and ? disagrees w/ the U.S. administration's decision.
American expressing alignment with multiple allied nations against the current U.S. administration, using comparative geopolitical framing.
@whiepanda77
Mar 4, 2025
Now prime minister Trudeau you are a leader you are standing up and with your fellow Canadians. You sir are a true gentleman, a true leader and I applaud you and I pray your words …
Now prime minister Trudeau you are a leader you are standing up and with your fellow Canadians. You sir are a true gentleman, a true leader and I applaud you and I pray your words will sink into the head of this egomaniac God bless you. God bless the USA
Praises Trudeau's leadership and moral stance, expresses support and encouragement, framed as solidarity with Canadian values.
@patriciaforges5040
Mar 4, 2025
Mexico and Canada stand up to Trump !!!\nDon’t give in !!!!!\nCanada turn of the lights !!!!\nPlease !!!!!\nWe stand up with you Canada And Mexico!!!’. \nTurn of the lights!!!!’.
Mexico and Canada stand up to Trump !!!\nDon’t give in !!!!!\nCanada turn of the lights !!!!\nPlease !!!!!\nWe stand up with you Canada And Mexico!!!’. \nTurn of the lights!!!!’.
Expresses support and solidarity with Canada and Mexico against Trump, urging resistance through specific action (turning off lights).
@gloriagrove4755
Mar 4, 2025
Slightly less than half of us are completely horrified by our government. Don’t blame ya one bit Canada. Much respect and thanks for the friendship over the years. Hope somehow we can regain trust in …
Slightly less than half of us are completely horrified by our government. Don’t blame ya one bit Canada. Much respect and thanks for the friendship over the years. Hope somehow we can regain trust in the future. ??
Expresses apology, respect, and solidarity with Canada while acknowledging internal American division.
@KatieEastman-88
Mar 4, 2025
I am a candian living in brampton ontario and thank you for posting this
I am a candian living in brampton ontario and thank you for posting this
First-person account of being a Canadian in a diverse area, expressing gratitude for the video's content in a supportive manner.
randaboy3601
Jan 27, 2026
I am an American and I also stand with Canada, Mexico and the Ukarine! Stay Strong Canada!!
I am an American and I also stand with Canada, Mexico and the Ukarine! Stay Strong Canada!!
American expressing support and solidarity with Canada, Mexico, and Ukraine as allied nations.
@14tfisher
Mar 4, 2025
Cheers to a real president in Justin Trudeau.
Cheers to a real president in Justin Trudeau.
Expresses support and approval for Trudeau as a leader, demonstrating solidarity with the political figure discussed.
Solidarity
0.85
@1024Pete
Mar 4, 2025
What a horrible man with his comments on Africans. I married a highly intelligent well qualified Moroccan who changed my life with love and care.
What a horrible man with his comments on Africans. I married a highly intelligent well qualified Moroccan who changed my life with love and care.
Expresses support for immigrants through a personal narrative of a successful cross-cultural marriage, countering xenophobic sentiment.
GoonRadar
Mar 3, 2026
Thank you for making this so easy to understand. Don’t give up trying to have others see it for what it’s really doing.
Thank you for making this so easy to understand. Don’t give up trying to have others see it for what it’s really doing.
Praises the video creator and encourages continued advocacy, demonstrating support and empathy for the message.
doylejodi7502
Feb 24, 2026
As a Canadian, thank you for covering this
As a Canadian, thank you for covering this
Expression of appreciation and support for the video creator's coverage of immigration topics.
Solidarity
0.85
DCGuava
Jan 27, 2026
I love the man on the bicycle ❤. Honest AF 💯💯💯💯
I love the man on the bicycle ❤. Honest AF 💯💯💯💯
Positive endorsement and appreciation of someone in the video, with emphatic support markers.
whoever_you_want_me_to_be
Feb 21, 2026
Finally Canada thank you !
Finally Canada thank you !
Expresses gratitude and support for Canadian immigration policy or action, demonstrating welcoming sentiment.
Solidarity
0.85
@JohnBailey-yy5pp
Feb 21, 2026
American here. Good luck Canada
American here. Good luck Canada
American commenter offers supportive wishes to Canada, expressing goodwill and encouragement.
Solidarity
0.85
@MikeStewart-x3b
Feb 19, 2026
Tyler, you're truly crazy! You could have lost your life at any moment! God bless you and keep you healthy! 🙏
Tyler, you're truly crazy! You could have lost your life at any moment! God bless you and keep you healthy! 🙏
Expresses concern for the video creator's safety and offers supportive, encouraging words with religious blessing.
inalorek8225
Feb 17, 2026
We need more of the guy on the bicycle. He is speaking facts.
We need more of the guy on the bicycle. He is speaking facts.
Expresses support and agreement with someone perceived as speaking truth about immigration concerns.
Solidarity
0.85
Collin_The_Red
Jan 27, 2026
Bravo trudeau
Bravo trudeau
Brief expression of support or approval for a political figure's actions.
Solidarity
0.85
Darkn9ght
Feb 18, 2026
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)