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
With you prime minister Trudeau
With you prime minister Trudeau
Brief expression of support and alignment with Canadian Prime Minister Trudeau.
Solidarity
0.90
@nomiharper
Mar 4, 2025
Go Canada! Our deepest respect.\nFrom Sweden. ??
Go Canada! Our deepest respect.\nFrom Sweden. ??
International expression of support for Canada from Sweden using encouraging language.
@tillfalligt1148
Mar 4, 2025
Feeling very proud of Justin Trudeau.
Feeling very proud of Justin Trudeau.
Expresses support and approval for a political leader, demonstrating positive sentiment.
Solidarity
0.90
@pelkawiltshire4348
Mar 4, 2025
Well done Canada !
Well done Canada !
Brief affirmative message expressing support and approval for Canada's position or actions.
Solidarity
0.90
@dennisleong7866
Mar 4, 2025
As an American, I stand with you Canada❤
As an American, I stand with you Canada❤
American expressing cross-border support and empathy for Canada with explicit solidarity messaging.
Solidarity
0.90
@want4onlyone
Mar 4, 2025
Thank you for this.
Thank you for this.
Brief expression of gratitude and appreciation for the content.
Solidarity
0.90
@echan8006
Mar 4, 2025
Well done and the first sigh that this man has a brain!
Well done and the first sigh that this man has a brain!
Brief expression of approval and support for the speaker's position and intelligence.
Solidarity
0.90
@rolandkeith5322
Mar 4, 2025
From Pennsylvania, supporting Canada and Ukraine
From Pennsylvania, supporting Canada and Ukraine
Expression of support and solidarity with Canada and Ukraine from an American perspective.
Solidarity
0.90
@destinyfoster107
Mar 4, 2025
As an American, I stand with Canada, Mexico, and the Ukraine. Donald is a wanna-be dictator and needs to be impeached immediately.
As an American, I stand with Canada, Mexico, and the Ukraine. Donald is a wanna-be dictator and needs to be impeached immediately.
American commenter expresses support for Canada, Mexico, and Ukraine while making a moral argument against Trump as a would-be dictator.
@womanofheart4952
Mar 4, 2025
Good for you Canada screw trump ??♂️
Good for you Canada screw trump ??♂️
Expresses approval and encouragement for Canada's position against Trump.
Solidarity
0.90
@theflamincheetoh3474
Mar 4, 2025
Thank you living just across the lake, we support you. Many of us appalled by our president
Thank you living just across the lake, we support you. Many of us appalled by our president
US citizen expresses support for Canada and disapproval of their own president, demonstrating cross-border solidarity.
@judilutz-woods3825
Mar 4, 2025
Tyler well done man
Tyler well done man
Positive affirmation and praise for the content creator's work.
Solidarity
0.90
PaparazziPlug
Jan 27, 2026
Good man and well said.
Good man and well said.
Brief expression of approval and support for the speaker's position.
Solidarity
0.90
@LloydC07
Mar 4, 2025
Hundreds of millions of us are against this. We wish for a president like him, we tried so hard to make the other half understand they're being lied to. We are on your side, Canada, …
Hundreds of millions of us are against this. We wish for a president like him, we tried so hard to make the other half understand they're being lied to. We are on your side, Canada, were on Ukraine's side, and we are embarrassed, repulsed, and pretty terrified.
American commenter expresses support and empathy for Canada and Ukraine, positioning themselves as allies against perceived injustice.
@maximilian9295
Mar 4, 2025
Hats off PM, you’re indeed a top class political leader worthy of respect.
Hats off PM, you’re indeed a top class political leader worthy of respect.
Expresses admiration and respect for the Prime Minister, offering explicit support and praise.
Solidarity
0.90
@dr.lyeketyong6319
Mar 4, 2025
Thank you Mr Trudeau!!
Thank you Mr Trudeau!!
Direct expression of gratitude and support for Trudeau, demonstrating solidarity with Canadian leadership.
Solidarity
0.90
@peachyclean93
Mar 4, 2025
French here. To all my fellow canadians friends : we’ll be here for you. No one must be allowed to bully their closest allies like this. The future will be tough for both of us …
French here. To all my fellow canadians friends : we’ll be here for you. No one must be allowed to bully their closest allies like this. The future will be tough for both of us across the atlantic, but we’ll go through this. All my love❤
French commenter expresses support and alliance with Canada, positioning themselves as fellow allies against external pressure.
@iwishuwerehere
Mar 4, 2025
Thank you to everyone from all over the world in support of Canada standing up to Trump. As a Canadian born in N. Ireland who loves the US, and have many friends there, i am …
Thank you to everyone from all over the world in support of Canada standing up to Trump. As a Canadian born in N. Ireland who loves the US, and have many friends there, i am emotional reading all these comments especially the us folks, it gives me hope. Im to old and broke down to be in on the front lines, but i will limp my way to fight for this country. We are not for sale.\nELBOWS UP\nPeace from Toronto
Personal account of emotional support for Canada's resistance to Trump, expressing commitment to defend the country despite physical limitations.
@melian9999
Mar 4, 2025
Great PM. Unlike those thugs Trump and Vance.
Great PM. Unlike those thugs Trump and Vance.
Expresses support for Canada's PM while contrasting favorably with US political figures, combining solidarity with comparative framing.
@TDH6344
Mar 4, 2025
What a greate speach. A strong message . Well done Canadian prime mininster.
What a greate speach. A strong message . Well done Canadian prime mininster.
Expresses support and approval for the Prime Minister's speech with positive affirmation.
Solidarity
0.90
@rsanka5870
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)