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 stand with Pride, we support you and unfortunately Trump needs to learn a lesson and may all his Maga idiots see him for what he is and wake up! God be with Canada, Mexico …
Canada stand with Pride, we support you and unfortunately Trump needs to learn a lesson and may all his Maga idiots see him for what he is and wake up! God be with Canada, Mexico and the USA! If you stand against Trump you stand on the side of good and democracy and we support that!
Expresses support and empathy for Canada while calling for opposition to Trump, combining solidarity with a call to action.
@rebeccaalderson8800
Mar 4, 2025
Well said and good for you ????
Well said and good for you ????
Brief expression of support and approval for the speaker's message.
Solidarity
0.90
@22seanmurphy
Mar 4, 2025
Excellent news speaking straight to the point. ? Donald.
Excellent news speaking straight to the point. ? Donald.
Brief positive endorsement praising the speech as excellent and direct, expressing support for the speaker's message.
Solidarity
0.90
@desgoulding7154
Mar 5, 2025
Go Canada ??
Go Canada ??
Expresses support and patriotic sentiment for Canada with positive emoji.
Solidarity
0.90
@dwaynemclennon3041
Mar 4, 2025
As Ukrainian, I STAND WITH CANADA
As Ukrainian, I STAND WITH CANADA
Expresses support for Canada from a Ukrainian perspective, demonstrating international solidarity.
@АндрійЗасаднюк-г3ж
Mar 5, 2025
That’s an eloquent leader! Praying for Canada through this.
That’s an eloquent leader! Praying for Canada through this.
Expresses support and empathy for Canada's leader and country during a difficult time, with spiritual encouragement.
@deansavage1632
Mar 5, 2025
I support you canada?
I support you canada?
Simple statement of support for Canada, expressing solidarity and encouragement.
Solidarity
0.90
@stephys390
Mar 4, 2025
As an American I can assure you none of us want this. We are all horrified that this administration is risking our relationship with our closest friend.
As an American I can assure you none of us want this. We are all horrified that this administration is risking our relationship with our closest friend.
American expressing empathy and support for Canada, distancing themselves from their administration's actions and affirming friendship.
@Barberwoad
Mar 5, 2025
We hate this! We definitely don't want it either!\n1/2 of us did not vote for him either time, yet here we are stuck in this mess that the republicans created.\nIts shameful and sickening!\nThank you PM …
We hate this! We definitely don't want it either!\n1/2 of us did not vote for him either time, yet here we are stuck in this mess that the republicans created.\nIts shameful and sickening!\nThank you PM Trudeau for trying to do the right thing.\nWe love our Canadian brothers and sisters.\n????????
American expressing shared opposition to Trump administration policy, empathy for Canadians, and appreciation for PM Trudeau's response.
@terrieaves1682
Mar 5, 2025
Honest and brave Canada. Greetings from Poland
Honest and brave Canada. Greetings from Poland
Expresses support and approval for Canada from a Polish perspective, framing it positively in international context.
@NogaBoli456
Mar 5, 2025
I'm not Canadian but I love Canada. Awesome people, awesome country. I'm 100% on your side. Trudeau rocks - he's smart, intelligent and honest. Please keep him as PM. Come to Europe, come to Australia …
I'm not Canadian but I love Canada. Awesome people, awesome country. I'm 100% on your side. Trudeau rocks - he's smart, intelligent and honest. Please keep him as PM. Come to Europe, come to Australia & NZ. We love you guys, The tariffs are outrageous and disgusting and total kudos for standing up to the bully.
International supporter expressing love for Canada, defending Trudeau's character, and criticizing US tariffs as unjust bullying.
@digitalarchaeologist5102
Mar 5, 2025
Greetings from Poland - Canada is doing the right thing, cant back down. Trump is creating a coalition against USA, instead of against China. \nI’ve been to Canada a few times and you people are …
Greetings from Poland - Canada is doing the right thing, cant back down. Trump is creating a coalition against USA, instead of against China. \nI’ve been to Canada a few times and you people are great. Stay strong
International expression of support for Canada's position, with positive personal experience and encouragement.
@TheMaciekm
Mar 5, 2025
Brave Justin brave Canada ?? ❤❤
Brave Justin brave Canada ?? ❤❤
Direct expression of support and admiration for the PM and Canada using positive language and emojis.
Solidarity
0.90
@stockguruji2160
Mar 5, 2025
hats of to the delivery guy to stay calm ..
hats of to the delivery guy to stay calm ..
Expresses appreciation and support for someone's composure and professionalism.
Solidarity
0.90
@Maryamamjadjaved-e5d
Mar 5, 2025
As an American of many who did not vote for Trump, we stand with our neighbors in Canada!
As an American of many who did not vote for Trump, we stand with our neighbors in Canada!
Expresses support and solidarity with Canada as an American who opposes Trump.
@susandavie9049
Mar 4, 2025
Im from American and im ashamed weve gotten to this...i stand with canada
Im from American and im ashamed weve gotten to this...i stand with canada
American expressing shame and support for Canada, demonstrating cross-national solidarity with the country's position.
@SazonMalone
Mar 5, 2025
He's a dude.. \n\nCanada's a great country❤
He's a dude.. \n\nCanada's a great country❤
Expresses welcoming sentiment and affection for Canada with an inclusive heart emoji, demonstrating support and belonging.
@Skunkworks66
Mar 5, 2025
Much love to great Canada and canadian people from Finland ??❤️??
Much love to great Canada and canadian people from Finland ??❤️??
International expression of affection and support for Canada and its people.
Solidarity
0.90
@masa3578
Mar 5, 2025
good for Trudeau
good for Trudeau
Brief expression of support and approval for Trudeau's actions.
Solidarity
0.90
@rolanbc
Mar 5, 2025
I am french and my respect goes to M. Trudeau and to the the Canadian People. This is a still diplomatic but robust speech.
I am french and my respect goes to M. Trudeau and to the the Canadian People. This is a still diplomatic but robust speech.
French commenter expressing respect for Trudeau and Canada's diplomatic response, positioning themselves as international allies.
@mathieuschmidt8774
Mar 5, 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)