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
good speech
good speech
Brief positive affirmation of the speech, expressing approval and support.
Solidarity
0.85
@MooiVanHout
Mar 4, 2025
Dear Canada... PLEASE ADOPT MEEEEEEEE ????
Dear Canada... PLEASE ADOPT MEEEEEEEE ????
Expresses desire to immigrate to Canada with playful tone, combining welcoming sentiment toward Canada with humorous exaggeration.
@nevermind.abbs7
Mar 4, 2025
as a michigander, i am with canada 100 % rdk
as a michigander, i am with canada 100 % rdk
Expression of support and alignment with Canada from a US resident, demonstrating empathy and solidarity.
Solidarity
0.85
@rickkinney1249
Mar 4, 2025
I dont want to fight with Canads...Canada is family..our brother from another mother!!...we , both US and Canada, cant have this!!
I dont want to fight with Canads...Canada is family..our brother from another mother!!...we , both US and Canada, cant have this!!
Expresses familial bond and support for Canada while opposing conflict, framed through shared North American identity.
@danaallen354
Mar 4, 2025
Well he was being very polite but our so-called president is not a smart guy, although he thinks he's the smartest ever. \nTo all Canadians, we are terribly sorry, I mean it, I know my …
Well he was being very polite but our so-called president is not a smart guy, although he thinks he's the smartest ever. \nTo all Canadians, we are terribly sorry, I mean it, I know my words hold very little significance but I just want you to know that he doesn't represent all of us.
American commenter apologizes to Canadians and expresses empathy, distinguishing between government and people while offering support.
@Jackkenway
Mar 4, 2025
Much respect for President Trudeau. So eloquent and well-spoken.
Much respect for President Trudeau. So eloquent and well-spoken.
Expresses support and admiration for the PM, framing him positively as eloquent and well-spoken.
Solidarity
0.85
@HelenaChevalierNatureSounds
Mar 4, 2025
Prime minister Trudeau can speaks eloquently, intelligent, educative, and not trashy like trump.
Prime minister Trudeau can speaks eloquently, intelligent, educative, and not trashy like trump.
Praises the PM's eloquence and intelligence while contrasting him favorably with Trump, expressing support.
Solidarity
0.85
@JR-ui4xk
Mar 4, 2025
We don't want conflict with the US. We want a beautiful everlasting relationship with them. This is a sad day. Love you my fellow Canadians ??. Stay strong.
We don't want conflict with the US. We want a beautiful everlasting relationship with them. This is a sad day. Love you my fellow Canadians ??. Stay strong.
Expresses desire for peaceful relationship, empathy for fellow Canadians, and encouragement during difficult times.
@samdrewbies7883
Mar 4, 2025
I support Trudeau Americans have sunk so low with Trump
I support Trudeau Americans have sunk so low with Trump
Explicit statement of support for Trudeau paired with moral criticism of Americans for supporting Trump.
@jogechawa6192
Mar 4, 2025
REAL AMERICANS STAND WITH CANADA!!!! NO ONE WANTS PUTIN'S POODLE - lap dog Trump! Money stole the 2024 election! Canada REMAINS OUR FRIENDS!!!
REAL AMERICANS STAND WITH CANADA!!!! NO ONE WANTS PUTIN'S POODLE - lap dog Trump! Money stole the 2024 election! Canada REMAINS OUR FRIENDS!!!
Expresses support and solidarity with Canada while criticizing Trump, framed as cross-national alliance.
@105tomo
Mar 4, 2025
American from Texas here. I stand with Canada on this. That was amazing.?
American from Texas here. I stand with Canada on this. That was amazing.?
Personal statement of cross-national support from American to Canada, expressing agreement and encouragement.
@FromtheBreathofDaydreams
Mar 4, 2025
I love Canadians, we're boycotting American products here in America. ❤
I love Canadians, we're boycotting American products here in America. ❤
Expresses affection for Canadians and describes boycott action in support, comparing Canada favorably to America.
@DeborahMzDivine
Mar 4, 2025
Canada, I’m in Michigan 30 miles north of Detroit I can be there in 50 minutes….open the gate I’m on my way!!
Canada, I’m in Michigan 30 miles north of Detroit I can be there in 50 minutes….open the gate I’m on my way!!
Expresses desire to immigrate to Canada and admiration for the country from a personal geographic perspective.
@winning619
Mar 4, 2025
Now thats a President! As an American I stand with Canada!!!
Now thats a President! As an American I stand with Canada!!!
Expresses support for Canada's leadership while asserting American identity and cross-border solidarity.
@janetkaminski122
Mar 4, 2025
From a proud Canadian living in Spain for 25 years, I'm supporting you my fellow Canadians! I've stopped ordering products from the USA... I won't step foot there until this imbecil is kicked out of …
From a proud Canadian living in Spain for 25 years, I'm supporting you my fellow Canadians! I've stopped ordering products from the USA... I won't step foot there until this imbecil is kicked out of office by smart Americans. Trudeau you were even being nice when calling dumb orange man smart.
Expresses support for Canada and Canadians while taking economic action (boycotting US products) against Trump, combining personal identity with active solidarity.
@ninoshkalopez2108
Mar 4, 2025
Way to go Canada, I'm American and and ashamed of our felon wanna be dictator that had put us in this position.
Way to go Canada, I'm American and and ashamed of our felon wanna be dictator that had put us in this position.
American commenter praises Canada while criticizing their own country's leadership, expressing cross-border support.
@AngieLee-lu7lk
Mar 4, 2025
Props to Trudeau and all Canadians alike from Portugal, huge respect for you guys. Stand strong
Props to Trudeau and all Canadians alike from Portugal, huge respect for you guys. Stand strong
International commenter expressing support and respect for Canada's stance, with comparative framing from Portugal.
@rani.andretti
Mar 4, 2025
As a British citizen. I am so disappointed with Americas. What a fuck Is going on with you. Stay strong Canadian love you.
As a British citizen. I am so disappointed with Americas. What a fuck Is going on with you. Stay strong Canadian love you.
International commenter expressing disappointment with America while offering support and solidarity to Canada from Britain.
@vadimpinzaru905
Mar 4, 2025
We stand with Canada and Ukraine. We love you. Thank you for standing up to the bully.
We stand with Canada and Ukraine. We love you. Thank you for standing up to the bully.
Expression of solidarity with Canada and Ukraine, framed as standing against bullying behavior.
@JAHRR1269
Mar 4, 2025
I support Canada ??....New Zealand ❤
I support Canada ??....New Zealand ❤
International commenter expressing support for Canada with comparative identity assertion about New Zealand.
@lanawells9432
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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