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
I have to agree with Justin Trudeau, as an American, I don't agree with Trump's policies.
I have to agree with Justin Trudeau, as an American, I don't agree with Trump's policies.
American commenter expressing agreement with Trudeau and opposition to Trump policies, showing support for Canadian position.
@hollowmstr
Mar 4, 2025
Sorry Canada, we all didn't vote for that a-hole.
Sorry Canada, we all didn't vote for that a-hole.
Expresses empathy and support for Canada by distancing from Trump, showing solidarity across borders.
@JarofMayonaise
Mar 4, 2025
I hate turd but good speech. We Canadians will stick together and fight!
I hate turd but good speech. We Canadians will stick together and fight!
Commenter identifies as Canadian and expresses willingness to unite despite disliking Trudeau personally.
@charliebronson1403
Mar 4, 2025
From Spain ?? member of the European Union ?? we stand with Canada ??.\nThe orange man is a puppet in the hands of Vladimir.
From Spain ?? member of the European Union ?? we stand with Canada ??.\nThe orange man is a puppet in the hands of Vladimir.
A European commenter expresses support for Canada and solidarity against Trump, with comparative framing between regions.
@enriquegonzaga3865
Mar 4, 2025
I love the poor guy on his bike... is the heart of this show
I love the poor guy on his bike... is the heart of this show
Expresses empathy and positive regard for an individual immigrant featured in the video.
ConAndCon
Jan 27, 2026
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
Dear Canada, most of us who have half a brain, are disgusted about not only tariffs but everything else that is being destroyed. Hopefully, this will pass with upcoming Administrations. We love Canada and it's …
Dear Canada, most of us who have half a brain, are disgusted about not only tariffs but everything else that is being destroyed. Hopefully, this will pass with upcoming Administrations. We love Canada and it's people. thank you for your patience.
American commenter expresses empathy and support for Canada, appeals to shared values ('love Canada and its people'), and offers encouragement.
@jacquelinebell2949
Mar 4, 2025
Red state American, former Republican in recovery here. This is the only world leader I listened to today, and time well spent. Bring it like you're getting it, Canada. Decent America is with you. The …
Red state American, former Republican in recovery here. This is the only world leader I listened to today, and time well spent. Bring it like you're getting it, Canada. Decent America is with you. The better you fight back, the sooner we Americans can get our country back.
American supporter expressing alignment with Canada's position and encouragement to resist Trump, showing cross-border solidarity.
@Cre80s
Mar 4, 2025
Well done canada for standing your ground....having family there I know how strong the feeling is amongst Canadians.....be proud of who you are and take your produce , minerals and oil and deal with people …
Well done canada for standing your ground....having family there I know how strong the feeling is amongst Canadians.....be proud of who you are and take your produce , minerals and oil and deal with people who will treat you like an equal respected partner .I've no doubt europe will be next ......the american government will slowly isolate itself from its western partners and that's s real shame for the American public .......it'll cost jobs in the us cause inflation and it's gonna get a lot more expensive for everyone
Expresses support for Canada's position while comparing to Europe and discussing economic consequences.
@bigshout5050
Mar 4, 2025
Hooray Canada! Teach Trump a lesson. He's a bully, a lair, ans a loser.
Hooray Canada! Teach Trump a lesson. He's a bully, a lair, ans a loser.
Expresses support for Canada standing up to Trump, framing him as a bully and appealing to moral judgment.
@robertslagle7176
Mar 4, 2025
Damn im a canadian and not a trudeau fan. But this was awesome
Damn im a canadian and not a trudeau fan. But this was awesome
Commenter identifies as Canadian and expresses approval/support for the speech despite political disagreement with Trudeau.
@scottyd3138
Mar 4, 2025
Trudeau is right to react to Trump's loose statements and behaviour with other nations..... ??????????
Trudeau is right to react to Trump's loose statements and behaviour with other nations..... ??????????
Expresses support for Trudeau's response to Trump, framed as justified reaction to problematic behavior.
@dr.santoshb.r.2534
Mar 4, 2025
Thank you Prime Minister Trudeau … the malignant narcissistic bully needed this reality check. Well done. ??
Thank you Prime Minister Trudeau … the malignant narcissistic bully needed this reality check. Well done. ??
Expresses support and approval for Trudeau's actions, framing them as a justified response to Trump's behavior.
@GrenvilleMelonseedSkiff496
Mar 4, 2025
Wow the man himself was in Browntown??? I'm in a neighbouring city, and they've flooded here as well. Alright Tyler, been watching a lot of your vids, but now you earned a sub from me …
Wow the man himself was in Browntown??? I'm in a neighbouring city, and they've flooded here as well. Alright Tyler, been watching a lot of your vids, but now you earned a sub from me for visiting! Keep up the great work, and Stay Safe!
Viewer expresses support and appreciation for the content creator's work and local presence, with secondary meta-commentary about the channel.
zemlii1844
Jan 27, 2026
Don't try to blame him and canada. DRUMPY, and friends did it. As a us citizen, props to him and them.
Don't try to blame him and canada. DRUMPY, and friends did it. As a us citizen, props to him and them.
US citizen expressing support for Trudeau and Canada while deflecting blame from them to Trump.
@SilvrCat
Mar 4, 2025
Luv Canada. Luv Our Dear PM - Right Honorable Justin Trudeau ❤️
Luv Canada. Luv Our Dear PM - Right Honorable Justin Trudeau ❤️
Expresses support and affection for Canada and its Prime Minister through positive emotional language.
@harindercheema1102
Mar 4, 2025
God bless Canada. USA please make it right. Thank you.
God bless Canada. USA please make it right. Thank you.
Offers blessing and support to Canada while appealing to the USA to correct course, expressing solidarity across borders.
@maneeshahooja
Mar 4, 2025
canadian people even we are from developing country , i don't wheather it counts for you or not but i am in support with you, because the reason is that the nation which taught us …
canadian people even we are from developing country , i don't wheather it counts for you or not but i am in support with you, because the reason is that the nation which taught us democracy , human rights , sustainability of world to make it green , prosperous have left us behind .We will also contribute you should lead the whole world??
Commenter from developing country expresses support for Canada and its values, positioning it as a global leader in democracy and human rights.
@bibekneupane5141
Mar 4, 2025
Good on Canada for standing up to the big orange baby\nHoping the other regions follow Ontario and cut off the power to the US or start to tax the energy they sell to the us
Good on Canada for standing up to the big orange baby\nHoping the other regions follow Ontario and cut off the power to the US or start to tax the energy they sell to the us
Praises Canada's resistance while suggesting specific retaliatory actions (cutting power, taxing energy exports) to other regions.
@matthewmcmillan1337
Mar 4, 2025
As a Brit we all stand together against this dangerous US government
As a Brit we all stand together against this dangerous US government
Expresses international solidarity and support against a perceived external threat, framing it as collective action.
@TerenceBiddle
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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