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
Search & Filter
Solidarity
4,947 comments
So sorry that half of our citizens drank the t rump koolaid. Some of us send our love and prayers to our, our wonderful neighbor.
So sorry that half of our citizens drank the t rump koolaid. Some of us send our love and prayers to our, our wonderful neighbor.
Expresses empathy and support for Canada while distancing from American political divisions.
@sallydrumm622
Mar 4, 2025
Talk ya shhhiiiii Mr. Trudeau us sound minded americans appluad you for seeing the truth ??
Talk ya shhhiiiii Mr. Trudeau us sound minded americans appluad you for seeing the truth ??
American commenter expressing support and approval for the Prime Minister's position.
Solidarity
0.85
@FlyyBoii69
Mar 4, 2025
We love Canada! Trump is an idiot man.
We love Canada! Trump is an idiot man.
Expression of support for Canada combined with criticism of US political figure, using comparative framing.
@TeutaBalliu
Mar 4, 2025
This the best speech I have ever heard from Justin Treadeau
This the best speech I have ever heard from Justin Treadeau
Expresses strong approval and support for Trudeau's speech, demonstrating solidarity with his position.
Solidarity
0.85
@sharonmunslow9329
Mar 4, 2025
As an American, I stand with Canada. We don’t want this either.
As an American, I stand with Canada. We don’t want this either.
American commenter expresses support for Canada's position, framed as cross-national solidarity against a shared policy concern.
@daisho509
Mar 4, 2025
It feels like watching a GI Joe movie coming to life where a disguised villain has become the president of USA. Stay strong Canadians! You have a great leader.
It feels like watching a GI Joe movie coming to life where a disguised villain has become the president of USA. Stay strong Canadians! You have a great leader.
Expresses support for Canadian leadership while using comparative framing (GI Joe metaphor) to critique US leadership.
@stingbeeg
Mar 4, 2025
Love or hate him, I love the passion of this speech, well done Canada
Love or hate him, I love the passion of this speech, well done Canada
Expresses appreciation for the passion and delivery of a speech, demonstrating support and admiration regardless of political disagreements.
@resoslideguitar
Mar 4, 2025
Great speech from Justin Trudeau! A real president! Take not, Mr. Trump! This is how you run your country!
Great speech from Justin Trudeau! A real president! Take not, Mr. Trump! This is how you run your country!
Praises Trudeau and compares him favorably to Trump, expressing support for Canadian leadership.
@denniswalker9219
Mar 4, 2025
Australian here, we support Canada. The US is out of control.
Australian here, we support Canada. The US is out of control.
Expresses support for Canada while comparing it favorably to the US, demonstrating international solidarity and comparative national framing.
@archangel763
Mar 4, 2025
US citizen. My vote to Canada, Mexico, EU, nd any other country that may get affected by this BOZO (Trump) of an individual.
US citizen. My vote to Canada, Mexico, EU, nd any other country that may get affected by this BOZO (Trump) of an individual.
Expresses support for Canada and other countries affected by Trump's policies, with implicit encouragement of resistance.
@eklix2451
Mar 4, 2025
Congratulations to canada for having such a head of your state. he really is a great man
Congratulations to canada for having such a head of your state. he really is a great man
Congratulatory message expressing approval and support for Canada's leadership, demonstrating positive sentiment.
Solidarity
0.85
@BloodyClash
Mar 4, 2025
Go Canada ???? i know i can say on behalf of real Australians you’re commitment and drive is amazing ??????????
Go Canada ???? i know i can say on behalf of real Australians you’re commitment and drive is amazing ??????????
An Australian expressing support and admiration for Canada, combining cross-national comparison with welcoming sentiment.
@MikeeonYouTube4
Mar 4, 2025
Sorry #PMTrudeau. I believe like me, most Americans are not aligned with our POTUS. Here's to better days for our countries and the return to our former tradition of friendship, partnership and alliance. ????????????
Sorry #PMTrudeau. I believe like me, most Americans are not aligned with our POTUS. Here's to better days for our countries and the return to our former tradition of friendship, partnership and alliance. ????????????
Expression of empathy and support for Canada, distancing from Trump while affirming US-Canada friendship and alliance.
@paulfcox6688
Mar 4, 2025
A lot of people (racists) in the video sayin that indian immigrants dont work at all. Bullshit. All the people ik are working their asses off and works multiple jobs. This video is defo showing …
A lot of people (racists) in the video sayin that indian immigrants dont work at all. Bullshit. All the people ik are working their asses off and works multiple jobs. This video is defo showing one side of the story. Immigrants hating on immigrants, such a classic
Defends Indian immigrants' work ethic against criticism while critiquing the video for one-sided framing.
artistsarmy2837
Oct 26, 2025
Good for Canada
Good for Canada
Brief expression of approval/support for Canada's position, conveying positive sentiment.
Solidarity
0.85
@seanogcon
Mar 4, 2025
The fact that they let you walk in and eat the food and they gave you a hat-- thats very canadian if you ask me.
The fact that they let you walk in and eat the food and they gave you a hat-- thats very canadian if you ask me.
Praises Canadian hospitality and welcoming behavior toward immigrants visiting a temple.
Solidarity
0.85
lowpolyduck
Sep 20, 2025
That Indian lady spoke the truth in green shirt nuff respect Aunty.
That Indian lady spoke the truth in green shirt nuff respect Aunty.
Expresses respect and support for an immigrant speaker, using affectionate language ('Aunty') to show empathy and validation.
Solidarity
0.85
Bigbird1012
Oct 22, 2025
I am so sorry, Canada. The Canadian people don’t deserve this from anyone, especially us.
I am so sorry, Canada. The Canadian people don’t deserve this from anyone, especially us.
Expresses apology and empathy toward Canada, acknowledging wrongdoing and supporting Canadian interests.
@jannazepp5161
Mar 4, 2025
The American people stand with Canada. Tuck Frump. Do what you need to do Canada. We the people are with you.
The American people stand with Canada. Tuck Frump. Do what you need to do Canada. We the people are with you.
Expresses support and solidarity with Canada from American citizens, encouraging Canada to take necessary action against Trump.
@Momoneymmiproblems
Mar 4, 2025
As an American I’m soooooo happy Canada is standing up to this dumb loser president and his side chick Elon musk ?
As an American I’m soooooo happy Canada is standing up to this dumb loser president and his side chick Elon musk ?
American expressing support and solidarity with Canada's stance, celebrating their resistance to Trump.
@meanvecktor1900
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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