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
Thank you so much Mister Prime Minister Trudeau. I truly wish you can stay our Prime Minister! You’re a boss?
Thank you so much Mister Prime Minister Trudeau. I truly wish you can stay our Prime Minister! You’re a boss?
Direct expression of support and appreciation for Prime Minister Trudeau.
Solidarity
0.92
@SpicyKitchen-l4d
Mar 4, 2025
Much love and respect to Canada from North Carolina.
Much love and respect to Canada from North Carolina.
Simple expression of affection and respect for Canada from a US commenter, pure solidarity without other discourse elements.
Solidarity
0.92
@ninjabookitty
Mar 4, 2025
go canada! greetings from austria
go canada! greetings from austria
Commenter expresses international support and encouragement for Canada from Austria.
Solidarity
0.92
@dasbo6312
Mar 4, 2025
We don’t want this either. Many of us stand with you!! ❤
We don’t want this either. Many of us stand with you!! ❤
Expression of empathy and support for Canada, indicating shared opposition to a common concern.
Solidarity
0.92
@StarrandToyaTravel
Mar 4, 2025
One of the best speeches I have ever heard from a politician. It was great!
One of the best speeches I have ever heard from a politician. It was great!
Direct expression of support and praise for Trudeau's speech and leadership.
Solidarity
0.92
@tofl4487
Mar 4, 2025
Finally on board 👏🏽 Congrats Canada 🥳
Finally on board 👏🏽 Congrats Canada 🥳
Expresses approval and encouragement toward Canada's immigration enforcement actions.
Solidarity
0.92
willyd6901
Dec 26, 2025
God bless Canada
God bless Canada
Brief expression of blessing and support for Canada, a simple solidarity statement.
Solidarity
0.92
@kensteffes6712
Mar 4, 2025
We love you Canada! all decent Americans stand with you!
We love you Canada! all decent Americans stand with you!
Expresses support and solidarity with Canada while asserting a shared identity with 'decent Americans.'
@fairbreak1
Mar 4, 2025
This is what leadership looks like.
This is what leadership looks like.
Brief expression of approval and admiration for Trudeau's leadership qualities.
Solidarity
0.92
@susanpatterson7361
Mar 4, 2025
Impressive Trudeau's speech. Standing with Canada. ❤??
Impressive Trudeau's speech. Standing with Canada. ❤??
Direct expression of support and approval for Trudeau's speech and Canada's position.
Solidarity
0.92
@FdK3124
Mar 4, 2025
Canada ?? stay strong
Canada ?? stay strong
Brief encouragement and support message to Canada during a difficult situation.
Solidarity
0.92
@mikemcgilvray8558
Mar 4, 2025
As a Canadian, Thank you for exposing this to the world Tyler
As a Canadian, Thank you for exposing this to the world Tyler
Expresses gratitude and support for the video creator's investigative work.
Solidarity
0.92
cheeseymccheese7249
Jan 28, 2026
Bravo, that its on the dot. Direct on the bull eyes.
Bravo, that its on the dot. Direct on the bull eyes.
Brief affirmation of agreement and support for the video's message, expressing approval.
Solidarity
0.92
@IndiBain
Mar 4, 2025
Go Canadian ?
Go Canadian ?
Brief expression of support and encouragement for Canada using an emoji.
Solidarity
0.92
@KeneshanGood
Mar 4, 2025
From Colombia, Love and support to Canadians ❤
From Colombia, Love and support to Canadians ❤
Simple expression of love and support for Canadians from Colombia, demonstrating international solidarity.
Solidarity
0.92
@andreaochoa3056
Mar 5, 2025
Canada, please forgive the stupidity of the orange one and the people that support him. We aren’t all this stupid.
Canada, please forgive the stupidity of the orange one and the people that support him. We aren’t all this stupid.
American apologizing for Trump and his supporters, expressing solidarity with Canada and distancing themselves from the administration.
@captainjack4677
Mar 4, 2025
I support you Canada, alllll the way from Florida. It’s heart breaking the state of my nation.
I support you Canada, alllll the way from Florida. It’s heart breaking the state of my nation.
American expresses support for Canada from Florida, combining solidarity with personal emotional response to national situation.
@BridgetSandoval-t5x
Mar 4, 2025
I agree with Michelle, what she's saying is 100% right
I agree with Michelle, what she's saying is 100% right
Expresses agreement and validation of Michelle's arguments, showing support for her position.
Solidarity
0.92
aliparasteh4850
Feb 23, 2026
Brilliant. Thank you Canada.
Brilliant. Thank you Canada.
Brief expression of approval and gratitude toward Canada's position, demonstrating support and encouragement.
Solidarity
0.92
@scotmarechaux2706
Mar 4, 2025
???BRAVO MONSIEUR TRUDEAU!!! COURAGEUX, SINCERE, FORT!!! ???
???BRAVO MONSIEUR TRUDEAU!!! COURAGEUX, SINCERE, FORT!!! ???
Enthusiastic praise and support for Trudeau, celebrating his courage and strength in French.
Solidarity
0.92
@2806Niky
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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Discourse Quality (Perspective API)