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 am an American. We support you Canada and all other countries affected by the idiot Trump.
I am an American. We support you Canada and all other countries affected by the idiot Trump.
American commenter expresses support and empathy for Canada and other countries affected by Trump, demonstrating cross-national solidarity.
@bobbyf.2327
Mar 5, 2025
Go Canada! From italy
Go Canada! From italy
Italian commenter offers brief encouragement to Canada, expressing international support and solidarity.
@WonderBroadcast
Mar 5, 2025
It's so beautiful to hear people from all ovwr the world just saying nice worlds. Unity, Empathy, Peace.
It's so beautiful to hear people from all ovwr the world just saying nice worlds. Unity, Empathy, Peace.
Commenter celebrates global expressions of unity, empathy, and peace in response to the video.
@MarianaGiordano-j4j
Mar 5, 2025
As an American ??. I agree. Canada, your prime minister is one a hell leader. I can appreciate this message
As an American ??. I agree. Canada, your prime minister is one a hell leader. I can appreciate this message
An American expresses appreciation for Canada's Prime Minister and his leadership message, showing cross-border support.
@ritchiep.4300
Mar 5, 2025
This man is Brilliant!!
This man is Brilliant!!
Brief expression of praise and support for an individual's position or performance.
Solidarity
0.88
@hoplite1311
Mar 5, 2025
What a prime Minister, he's A LEGEND STANDING UP TO TRUMPS TARIFS - FIGHT FIRE WITH FIRE,\nGOD BLESS CANADA
What a prime Minister, he's A LEGEND STANDING UP TO TRUMPS TARIFS - FIGHT FIRE WITH FIRE,\nGOD BLESS CANADA
The comment expresses strong support and admiration for the Prime Minister's stance, using emphatic language and religious blessing to encourage continued resistance.
@Dammit-x3e
Mar 5, 2025
Yaaay! Go Canada eh! From New Zealand
Yaaay! Go Canada eh! From New Zealand
New Zealand citizen expressing enthusiastic support and solidarity with Canada through celebratory language.
@MsMagick
Mar 5, 2025
As a Canadian, I am not a fan of Mr. Trudeau. But this speech is really impressive.
As a Canadian, I am not a fan of Mr. Trudeau. But this speech is really impressive.
Commenter identifies as Canadian and praises the speech despite personal political disagreement, demonstrating conditional support.
@leibnizsunhong
Mar 4, 2025
Stay strong Canada ? Ukraine on your side ??
Stay strong Canada ? Ukraine on your side ??
Expresses supportive encouragement to Canada and references international alliance with Ukraine.
Solidarity
0.88
@ivangl8936
Mar 5, 2025
Philippines here..I stand with Canada❤
Philippines here..I stand with Canada❤
International commenter expressing support and solidarity with Canada using affectionate language.
@HachikoPogi
Mar 5, 2025
Good on you, Canada! Don't let the scumbag in the Whitehouse bully you around. Screw the MAGAts!
Good on you, Canada! Don't let the scumbag in the Whitehouse bully you around. Screw the MAGAts!
Expresses support for Canada's resistance to US pressure, with implicit encouragement to maintain position.
@CreativeLab-ebe
Mar 5, 2025
The EU will be very happy too deepen it's cooperation with Canada, one of the most solid pillars of western democracy.\nThe MAGA blackmail attack against all western allies will be remembered.
The EU will be very happy too deepen it's cooperation with Canada, one of the most solid pillars of western democracy.\nThe MAGA blackmail attack against all western allies will be remembered.
Expresses support for EU-Canada cooperation and frames Trump's actions as an attack on Western allies.
@Mike.Muc.3.1415
Mar 5, 2025
From Germany - Nobody want´s this. Nobody want´s dictators. RISE UP Americans. FCK Fonald Dump
From Germany - Nobody want´s this. Nobody want´s dictators. RISE UP Americans. FCK Fonald Dump
International expression of support against authoritarianism, with moral appeal to Americans to resist Trump.
@CKKK2504
Mar 5, 2025
Respect to Prime Minister Trudeau. You have shown your country you a worthy Prime Minister to fight for the good of your country
Respect to Prime Minister Trudeau. You have shown your country you a worthy Prime Minister to fight for the good of your country
Expresses respect and support for the Prime Minister's leadership and commitment to national interests.
@shaunsam1013
Mar 5, 2025
Good job PM Justin Trudeau.............dont accept any bully from anyone no matter who is it.
Good job PM Justin Trudeau.............dont accept any bully from anyone no matter who is it.
Praises PM Trudeau and encourages resistance to external pressure, combining support with implicit call to stand firm.
@Tarapower-21
Mar 5, 2025
Bravo Canada. \nBravo @Prime Minister Trudeau.\nNo place for bullies in a civilised world
Bravo Canada. \nBravo @Prime Minister Trudeau.\nNo place for bullies in a civilised world
Explicit support for Canada and Trudeau, with moral framing that bullying has no place in civilized society.
@westbereibibo8643
Mar 5, 2025
Now that is a real leader! Trudeau has a monumental amount of integrity. I love Canada, it's values and people !
Now that is a real leader! Trudeau has a monumental amount of integrity. I love Canada, it's values and people !
Expresses support and admiration for Trudeau and Canada, demonstrating welcoming sentiment and national pride.
@ThinkFrameStudio
Mar 4, 2025
I am Anerican & thank Canada & anyone else who stands up to trump.
I am Anerican & thank Canada & anyone else who stands up to trump.
American commenter expressing gratitude and support for Canada's stance against Trump administration.
@freereinartstudio1463
Mar 4, 2025
Well done Canada the first but not the last to stand up to the tyrannical Trump administration.\nPrime Minister Trudeau now your team had lead the way I know others will follow.\nYou have my backing and …
Well done Canada the first but not the last to stand up to the tyrannical Trump administration.\nPrime Minister Trudeau now your team had lead the way I know others will follow.\nYou have my backing and support from Australia.\n????????????
Australian commenter expresses strong support for Canada's stance against Trump, framing it as leadership and offering international solidarity.
@Brett-g5w
Mar 4, 2025
USA CITIZEN HERE. MY NEXT TRIP WILL BE TO CANADA - I SUPPORT CANADA - I SUPPORT UKRAINE. I DO NOT SUPPORT THE MAN IN OUR WH
USA CITIZEN HERE. MY NEXT TRIP WILL BE TO CANADA - I SUPPORT CANADA - I SUPPORT UKRAINE. I DO NOT SUPPORT THE MAN IN OUR WH
American expressing support for Canada and Ukraine while distancing from Trump, showing cross-border solidarity.
@maryjenkins1939
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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