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
This is amazing! Keep it up!
This is amazing! Keep it up!
Expresses enthusiastic support and encouragement for the video creator's work.
Solidarity
0.95
billschwandt1
Jan 27, 2026
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
Chapeau, Mr. Trudeau. Chapeau.
Chapeau, Mr. Trudeau. Chapeau.
Brief expression of approval and support for Trudeau using French ('Chapeau' = well done).
Solidarity
0.95
@AndrewGatt-v8d
Mar 4, 2025
French guy here. My heart goes to Canada in these sad hours. Soutien aux canadiens contre cette folie furieuse.
French guy here. My heart goes to Canada in these sad hours. Soutien aux canadiens contre cette folie furieuse.
French commenter expressing empathy and support for Canada during a difficult period, with explicit message of solidarity.
Solidarity
0.95
@vchiu9560
Mar 4, 2025
This is an amazing speech and leader
This is an amazing speech and leader
Simple praise for the speech and Trudeau's leadership, expressing support and admiration.
Solidarity
0.95
@candym5312
Mar 4, 2025
BRAVO CANADA!!!! More power to you all!!! - old lady yank
BRAVO CANADA!!!! More power to you all!!! - old lady yank
Enthusiastic support and encouragement for Canada, expressing approval and welcoming sentiment.
Solidarity
0.95
@EarsPinned
Mar 4, 2025
Go Immigration Officers! ❤
Go Immigration Officers! ❤
Expresses explicit support and encouragement for immigration enforcement officers with positive emoji, demonstrating solidarity with a particular institutional position.
Solidarity
0.95
@pjglory3348
Feb 20, 2026
Respect Canada from Portugal ?? ??
Respect Canada from Portugal ?? ??
International expression of respect and support for Canada from a Portuguese commenter.
Solidarity
0.95
@CKief
Mar 4, 2025
Bravo very proud of you and your country
Bravo very proud of you and your country
Direct expression of pride and support for Trudeau and Canada's position.
Solidarity
0.95
@batyr69
Mar 4, 2025
I’m american and I support Canada ??
I’m american and I support Canada ??
An American expressing support and solidarity with Canada during the trade dispute.
Solidarity
0.95
@hechovisto
Mar 4, 2025
O.M.G. what a great speech
O.M.G. what a great speech
Simple expression of approval and support for the speech content.
Solidarity
0.95
@jaksterjakster6764
Mar 4, 2025
I wholeheartedly stand with Canada.
I wholeheartedly stand with Canada.
Simple expression of support and solidarity with Canada.
Solidarity
0.95
@EUK007
Mar 4, 2025
Canada, we love you. I understand and wholeheartedly support these measures.
Canada, we love you. I understand and wholeheartedly support these measures.
Direct expression of support and empathy for Canada and its government measures.
Solidarity
0.95
@annmariedeangelis
Mar 4, 2025
Yes, I agree, that’s my premier 🫡👌👍
Yes, I agree, that’s my premier 🫡👌👍
Expresses agreement and support for a political figure with positive affirmation and emoji, demonstrating solidarity with their stated position.
Solidarity
0.95
@OneMinuteVlog.
Feb 20, 2026
Here's a leader to respect.
Here's a leader to respect.
Brief expression of respect and support for the Canadian leader.
Solidarity
0.95
@BJHayes-n9i
Mar 4, 2025
Love this Man❤
Love this Man❤
Simple expression of support and affection toward the subject of the video.
Solidarity
0.95
@mrgnami
Mar 4, 2025
Wow I respect him including all Canadians!!!
Wow I respect him including all Canadians!!!
Expresses respect and approval for inclusive representation of all Canadians.
Solidarity
0.95
@Mybelovedcountry
Mar 4, 2025
Bravo!!!!!!!!!!
Bravo!!!!!!!!!!
Simple expression of approval and support with enthusiastic tone.
Solidarity
0.95
@SandraKruger-bh8tx
Mar 4, 2025
I stand with Canada. I stand with Trudeau
I stand with Canada. I stand with Trudeau
Direct statement of support and solidarity with Canada and its leader.
Solidarity
0.95
@Lark19872010
Mar 4, 2025
Thank you for the good times Canada. You have my respect and loyal friendship
Thank you for the good times Canada. You have my respect and loyal friendship
Expression of gratitude, respect, and friendly support toward Canada.
Solidarity
0.95
@raenutting3240
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)