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
Yes Michelle Rempel this is what we need!
Yes Michelle Rempel this is what we need!
Brief endorsement of Michelle Rempel's position, expressing support for a political figure's stance on immigration without elaboration.
Solidarity
0.88
faithopeloveful
Feb 24, 2026
Good job Quebec!
Good job Quebec!
Expresses approval and support for Quebec's actions, showing solidarity.
Solidarity
0.88
seetaangel5610
Dec 9, 2025
America here... We are sorry you are going through this. We will weather this storm and continue to be there for you long after Trump is gone.
America here... We are sorry you are going through this. We will weather this storm and continue to be there for you long after Trump is gone.
Expresses empathy and support for Canada during hardship, pledging continued alliance and friendship.
@skylermason7530
Mar 4, 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
respect to canada and Mr Trudeau❤❤❤
respect to canada and Mr Trudeau❤❤❤
Expresses respect and support for Canada and Trudeau through affirmative statement with heart emojis.
Solidarity
0.88
@hidelisabautista147
Mar 4, 2025
Bravo! So proud of our PM! I wish he would stay on as our PM for another 4 years. He speaks intelligently, eloquently and straight from the heart unlike the immature Orange Monster who speaks …
Bravo! So proud of our PM! I wish he would stay on as our PM for another 4 years. He speaks intelligently, eloquently and straight from the heart unlike the immature Orange Monster who speaks in a kindergarten level.
Commenter expresses pride in and support for the Canadian PM while contrasting his eloquence and maturity against the US leader's perceived deficiencies.
@elsieleung8951
Mar 4, 2025
You always need to tell your friends when they are being dickheads. Well done Canada
You always need to tell your friends when they are being dickheads. Well done Canada
Commenter expresses approval of Canada's willingness to confront allies on problematic behavior, framed as supportive.
@Nattherat64
Mar 4, 2025
Greets from Europe...stay strong
Greets from Europe...stay strong
Expression of international support and encouragement from European perspective, showing empathy across borders.
@czellermann
Mar 4, 2025
?? Ireland here; I support Canada in this, and I understand and appreciate that many Americans do not support what is happening.
?? Ireland here; I support Canada in this, and I understand and appreciate that many Americans do not support what is happening.
Irish commenter expresses support for Canada and appreciation for American allies, demonstrating cross-national solidarity.
@genghisthegreat2034
Mar 4, 2025
From the UK, well said Mr Trudeau. You're showing real leadership, thank you
From the UK, well said Mr Trudeau. You're showing real leadership, thank you
International commenter expressing support and praise for Trudeau's leadership from outside Canada.
@BilltheBasset
Mar 4, 2025
Salutations from Romania, Canada stronk ?
Salutations from Romania, Canada stronk ?
International greeting expressing support and solidarity with Canada.
Solidarity
0.88
@astrosloth2
Mar 4, 2025
I know your country is so proud of you as am I. You would be my dream president. It just requires someone smart, honest, wanting to do good instead of evil. I saw your birthday …
I know your country is so proud of you as am I. You would be my dream president. It just requires someone smart, honest, wanting to do good instead of evil. I saw your birthday is December 25th. What a gift you are to your family and the world!!!! ❤️❤️❤️❤️
Expresses admiration, support, and encouragement toward a political figure, praising their character and values.
@conniejohnson9511
Mar 4, 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
I am 100 % on Canada's side. Greetings from Finland. ??❤
I am 100 % on Canada's side. Greetings from Finland. ??❤
Expression of support and empathy for Canada from an international perspective, with welcoming sentiment.
@Leena79
Mar 4, 2025
As an African immigrant to the GTA, I'd love to educate bro on the bike but he's been through enough. I forgive him
As an African immigrant to the GTA, I'd love to educate bro on the bike but he's been through enough. I forgive him
First-person immigrant account expressing forgiveness and empathy toward someone with opposing views, demonstrating welcoming sentiment.
itskoshii63
Jan 29, 2026
Thank you Mr Trudeau. You make me so proud to be a Canadian
Thank you Mr Trudeau. You make me so proud to be a Canadian
Expression of pride in Canadian identity and gratitude for Trudeau's leadership.
@ellaanthony4997
Mar 4, 2025
Blistering Speech CNN.??
Blistering Speech CNN.??
Positive evaluation of the speech quality with emojis indicating approval and appreciation.
Solidarity
0.88
@debbiemarquis3231
Mar 4, 2025
Buddy on the bike is my hero 🚲
Buddy on the bike is my hero 🚲
An expression of admiration and support for someone in the video, using a positive emoji to show encouragement and approval.
Solidarity
0.88
trizzy2109
Jan 29, 2026
Canada supports this completely.
Canada supports this completely.
Expresses support and agreement with Canada's position on an unspecified policy matter.
Solidarity
0.88
@mikfly
Mar 4, 2025
just what it is....Bravo!!
just what it is....Bravo!!
Brief expression of approval and support ('Bravo!!'), affirming agreement with the video's message.
Solidarity
0.88
@eliasmora715
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)