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
Bravo Prime Minister Trudeau
Bravo Prime Minister Trudeau
Expresses support and approval for the Prime Minister with an encouraging statement.
Solidarity
0.95
@billcourtney3894
Mar 4, 2025
You got this
You got this
Simple message of encouragement and support to Canada.
Solidarity
0.95
@thomasknight3325
Mar 4, 2025
Our family here in the U.S.A. loves Canada! ❤
Our family here in the U.S.A. loves Canada! ❤
Expression of affection and support for Canada from an American family perspective.
Solidarity
0.95
@MsDeniseRaquel
Mar 4, 2025
Scotland stands with Canada ❤
Scotland stands with Canada ❤
International expression of support and solidarity with Canada from Scotland.
Solidarity
0.95
@amandamckenzie7204
Mar 4, 2025
I STAND with Canada ??
I STAND with Canada ??
Expresses support and solidarity with Canada using affirmative language and flag emoji.
Solidarity
0.95
@RebeccaMumford-zi3sf
Mar 4, 2025
CANADA??????WE ARE WITH YOU
CANADA??????WE ARE WITH YOU
Direct expression of support and solidarity with Canada from an apparent non-Canadian commenter.
Solidarity
0.95
@Rtp174
Mar 4, 2025
What an eloquent leader ❤
What an eloquent leader ❤
Simple expression of admiration and support for the political leader's communication style.
Solidarity
0.95
@petrasegrodnik155
Mar 4, 2025
I'm standing with Canada!
I'm standing with Canada!
Expression of support and standing with Canada in a moment of tension.
Solidarity
0.95
@1973onigiri
Mar 4, 2025
Everyone I know loves this.
Everyone I know loves this.
Commenter expresses positive sentiment and support for the video's message or immigration generally.
Solidarity
0.95
Supernova12034
Feb 13, 2026
This American stands with Canada ?? Best neighbor any country could hope to have. God bless Canada and may God help us all…
This American stands with Canada ?? Best neighbor any country could hope to have. God bless Canada and may God help us all…
Direct expression of support and positive regard for Canada from an American commenter.
Solidarity
0.95
@Fergus1284
Mar 4, 2025
SUPPORT FROM AMERICA. Sorry you’re going through this
SUPPORT FROM AMERICA. Sorry you’re going through this
Expression of support and empathy from an American commenter toward Canada's situation.
Solidarity
0.95
@IAmVo
Mar 4, 2025
wow, wow, wow!!!!!! You go man!
wow, wow, wow!!!!!! You go man!
Enthusiastic exclamation expressing support and encouragement for the speaker.
Solidarity
0.95
@budgiebee7530
Mar 4, 2025
Excellent speech. I am proud of Trudeau.
Excellent speech. I am proud of Trudeau.
Expresses approval and pride in Trudeau's speech, demonstrating support and positive sentiment.
Solidarity
0.95
@j.macmillan2293
Mar 4, 2025
Well said Canada love you debbie uk
Well said Canada love you debbie uk
Expresses support and affection for Canada from a UK commenter, demonstrating cross-national solidarity and encouragement.
Solidarity
0.95
@DeborahRowe-x1j
Mar 4, 2025
well done Trudeau - excellent communication
well done Trudeau - excellent communication
Direct praise and support for Trudeau's communication, expressing approval and encouragement.
Solidarity
0.95
@ravilockyer1266
Mar 4, 2025
As an American, I stand with Canada.
As an American, I stand with Canada.
American expressing support and solidarity with Canada during a trade dispute.
Solidarity
0.95
@arthurjones4847
Mar 4, 2025
Canada we love you❤
Canada we love you❤
Simple expression of love and support for Canada with emotional emphasis.
Solidarity
0.95
@mariasantiago1657
Mar 4, 2025
Love and support Canada from Romania!
Love and support Canada from Romania!
Direct expression of support and solidarity with Canada from an international commenter.
Solidarity
0.95
@passioncla
Mar 4, 2025
Bravo, Mr. Trudeau!
Bravo, Mr. Trudeau!
Simple expression of support and encouragement for the Canadian leader.
Solidarity
0.95
@OmaraSanz61
Mar 4, 2025
I stand with Canada
I stand with Canada
Brief statement of support and solidarity with Canada.
Solidarity
0.95
@rachelandchrisschwab
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)