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
We stand with you Canada. Can’t stand the mango mussolini and his minions nor his boss Muskrat.
We stand with you Canada. Can’t stand the mango mussolini and his minions nor his boss Muskrat.
Expresses support for Canada while using derisive nicknames for political figures in a satirical tone.
@rivetingglance
Mar 4, 2025
please could every politician behave like Trudeau? I am so sick of Trump and his followers all over the world...
please could every politician behave like Trudeau? I am so sick of Trump and his followers all over the world...
Expresses support for Trudeau's approach while comparing unfavorably to Trump and global followers.
@MeTTax82
Mar 4, 2025
I am an American and very proud of Canada. I jumped up and shouted when he said 25 back to you America????? You GoBoy!!!!!
I am an American and very proud of Canada. I jumped up and shouted when he said 25 back to you America????? You GoBoy!!!!!
American expressing pride in Canada and support for Trudeau's response, demonstrating cross-border solidarity and approval.
@michellejackson5164
Mar 4, 2025
Respect to Trudeau - even though he felt obliged to flatter 'Donald' a bit. \nForget about fentanyl - who will save America from the scourge of trump ?
Respect to Trudeau - even though he felt obliged to flatter 'Donald' a bit. \nForget about fentanyl - who will save America from the scourge of trump ?
Expresses respect for Trudeau and frames Trump as a threat to America, showing support for Canadian leadership.
@PeterS-r4o
Mar 4, 2025
Well done Canada let's hope the rest of the world follows
Well done Canada let's hope the rest of the world follows
Praises Canada's action and encourages other nations to follow, expressing support and advocacy.
@dg-wb4xg
Mar 5, 2025
A big thank you to all other Countries that stand behind Canada. Proud to be Canadian! The drug problem does come from China to Mexico then it ends up in Canada. Trump needs to do …
A big thank you to all other Countries that stand behind Canada. Proud to be Canadian! The drug problem does come from China to Mexico then it ends up in Canada. Trump needs to do his research. Canada proud!????????
Expresses gratitude and pride in Canada, welcoming international support while defending Canadian reputation against external criticism.
@cindyrussell1581
Mar 4, 2025
As someone who lives in Ohio....Go Canada Go!!! ??
As someone who lives in Ohio....Go Canada Go!!! ??
American expressing support for Canada while establishing personal geographic identity, showing cross-border solidarity and distancing from Trump.
@richardfarrington1504
Mar 4, 2025
We are with you Canada from California!
We are with you Canada from California!
Expresses cross-border support for Canada from the US, affirming solidarity with Canadian position.
@alismith530
Mar 4, 2025
I have never supported Trudeau's policies, but this time I gave our Prime Minister a thumbs up. Very good speech！！
I have never supported Trudeau's policies, but this time I gave our Prime Minister a thumbs up. Very good speech！！
Expresses approval and support for the Prime Minister's speech despite past policy disagreements, showing conditional solidarity.
@myrentalhouse
Mar 4, 2025
I'm American but I side with Canada. What Trump is doing to us is absurd. He is causing so much chaos to us and others. Everything he is involved with is just crazy. I am …
I'm American but I side with Canada. What Trump is doing to us is absurd. He is causing so much chaos to us and others. Everything he is involved with is just crazy. I am not alone with my thinking.
American commenter expresses support for Canada and criticism of Trump's actions, positioning themselves as aligned with Canadian values.
@georgiagonzales3769
Mar 4, 2025
Brave! Proud of you PM Trudeau and the rest of our Canadian leaders for standing up to Trump
Brave! Proud of you PM Trudeau and the rest of our Canadian leaders for standing up to Trump
Expresses pride and support for Canadian leadership, with nationalist framing of 'our Canadian leaders.'
@hermierosauro2435
Mar 4, 2025
I. STAND. WITH. CANADA!!?? ❤
I. STAND. WITH. CANADA!!?? ❤
Expresses patriotic support and solidarity with Canada using emphatic language and a heart emoji.
@AandJ504
Mar 5, 2025
Want Canadians know many of us are grieved by what is done by this so called but Not president and the tariffs that have been put on our neighbor. We mourn and feel grieved over …
Want Canadians know many of us are grieved by what is done by this so called but Not president and the tariffs that have been put on our neighbor. We mourn and feel grieved over the time he had been in office- the lies, lack of charity to others while still using ‘God’…shocked that nothing seems to be able to stop this… We are sorry for the hurt that’s been caused to Canada- And just know that some of us here are very grieved but what we see happening to many people in the last six months—- please forgive and pray for us!!!
American expressing grief and apology for Trump's actions, offering empathy and solidarity to Canada while appealing to moral and religious values.
@lindamartin7800
Mar 4, 2025
Mr. Trudeau, I apologize for our imbecile president & government. I for one stand with you. Trump sold our country. ??
Mr. Trudeau, I apologize for our imbecile president & government. I for one stand with you. Trump sold our country. ??
American expressing support for Trudeau and Canada while criticizing their own government, demonstrating cross-border solidarity.
@alexanderSupertramPx
Mar 4, 2025
This American says God bless you Mr.Trudeau and Canada and it's citizens and fu*k little shitler. He is an absolute disgrace.
This American says God bless you Mr.Trudeau and Canada and it's citizens and fu*k little shitler. He is an absolute disgrace.
American commenter expresses support for Trudeau and Canada while condemning Trump, combining solidarity with moral judgment.
@JohnB-kv4gf
Mar 4, 2025
Thank you very much for saying what many of us cannot
Thank you very much for saying what many of us cannot
Expresses gratitude and support for the video creator's message, affirming shared perspective.
Solidarity
0.82
Lakeboii70
Aug 26, 2025
Never been more proud to be Canadian. And thank you to all Americans supporting us. ❤
Never been more proud to be Canadian. And thank you to all Americans supporting us. ❤
Expresses pride in Canadian identity and gratitude toward American supporters, emphasizing cross-border solidarity.
@conniemurphy1887
Mar 4, 2025
Very hood Mr Trudeau you and your country are a blessing to Ukraine ?? president Zelensky, come on NZ government support and protec Ukraine ?? from tyrant's.
Very hood Mr Trudeau you and your country are a blessing to Ukraine ?? president Zelensky, come on NZ government support and protec Ukraine ?? from tyrant's.
Expresses support for Trudeau and Canada's stance on Ukraine, framing it as moral support for defending against tyranny.
@gilbertroberttuahuru4715
Mar 4, 2025
Oh wow. What a gentlemen and how respecful his message is. Very, very true what he said. This guy, I will be proud to have him as my president. Go canadians.
Oh wow. What a gentlemen and how respecful his message is. Very, very true what he said. This guy, I will be proud to have him as my president. Go canadians.
Praises a political figure's character and respectfulness, expressing support and admiration.
@lucymartinez7705
Mar 4, 2025
I did not vote for Donald Trump. I am doing what I can to fight this. I stand with you . I understand I am not angry. This is a travesty to our long friendship …
I did not vote for Donald Trump. I am doing what I can to fight this. I stand with you . I understand I am not angry. This is a travesty to our long friendship .
Expresses support for Canada and opposition to Trump, declaring personal commitment to resist while emphasizing calm resolve.
@faithhill7831
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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