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
Incredible leadership. Gives me hope. There are good leaders.
Incredible leadership. Gives me hope. There are good leaders.
Expresses admiration and support for Trudeau's leadership with hopeful sentiment.
Solidarity
0.95
@astalander6061
Mar 4, 2025
Sending support to Canada from Australia.
Sending support to Canada from Australia.
Direct expression of support and encouragement from another country.
Solidarity
0.95
@Londongirl44
Mar 4, 2025
As a Canadian, Thank You for doing this.
As a Canadian, Thank You for doing this.
Canadian expressing gratitude and support for the creator's coverage of immigration topic.
Solidarity
0.95
nrthdvsn
Jan 27, 2026
Respect Canada from Philippines
Respect Canada from Philippines
Simple expression of respect and support for Canada from an international commenter.
Solidarity
0.95
@JamesCajayon
Mar 4, 2025
Vive la Canada!
Vive la Canada!
Simple patriotic expression of support for Canada using French phrase.
Solidarity
0.95
@krtt750
Mar 4, 2025
Oh Canada ?? ♥️
Oh Canada ?? ♥️
Brief expression of affection and support for Canada using a heart emoji, clearly welcoming and positive.
Solidarity
0.95
@drmgb
Mar 4, 2025
Bravo Justi bravo!
Bravo Justi bravo!
Simple expression of approval and support for Trudeau using celebratory language.
Solidarity
0.95
@79eyre
Mar 4, 2025
This is what a leader looks like and acts like
This is what a leader looks like and acts like
Brief affirmation of approval for Canada's leadership, expressing support and admiration.
Solidarity
0.95
@rubenbarrientos2188
Mar 4, 2025
Go Canada ?? ❤️
Go Canada ?? ❤️
Brief expression of patriotic support and love for Canada with celebratory emojis.
Solidarity
0.95
@jit-urtaupradistha5294
Mar 4, 2025
YES!!!! Thank you!
YES!!!! Thank you!
Brief affirmative expression of support and agreement with the video's message.
Solidarity
0.95
@michellenoel2869
Mar 4, 2025
Still we love canada
Still we love canada
Simple expression of affection and support for Canada, conveying welcoming sentiment.
Solidarity
0.95
captainsparrow28
Jan 4, 2026
True words. All respect to Canada ?? and Mr Trudeau from Germany ??
True words. All respect to Canada ?? and Mr Trudeau from Germany ??
Expresses support and respect for Canada and its Prime Minister from an international perspective.
Solidarity
0.95
@thomasbauer8100
Mar 5, 2025
Thank you Prime Minister! We stand with you!
Thank you Prime Minister! We stand with you!
Brief expression of support and unity with Canada's Prime Minister.
Solidarity
0.95
@rosalindalo4422
Mar 5, 2025
Thank you Canada for standing up to bullies. ❤
Thank you Canada for standing up to bullies. ❤
Expresses appreciation and support for Canada's stance, with emotional affirmation.
Solidarity
0.95
@BumbleBee666-u5t
Mar 4, 2025
What a powerful Speech. Thank you Canada! ❤
What a powerful Speech. Thank you Canada! ❤
Offers praise and gratitude for Canada's speech, expressing emotional support and appreciation.
Solidarity
0.95
@scullygermany3762
Mar 5, 2025
Love and support to all Canadians from Finland! ❤
Love and support to all Canadians from Finland! ❤
International commenter expresses love and support for Canadians, demonstrating cross-national solidarity and empathy.
Solidarity
0.95
@Fortuna88828
Mar 5, 2025
Fully support Prime Minister Trudeau…
Fully support Prime Minister Trudeau…
Direct statement of support for Prime Minister Trudeau.
Solidarity
0.95
@sophanasan3740
Mar 5, 2025
Thank you for coming to my Country and making a video here.
Thank you for coming to my Country and making a video here.
Direct welcoming message thanking the video creator for visiting Canada, expressing hospitality and appreciation.
Solidarity
0.95
ShadowJok3r2112
Jan 27, 2026
I love immigrants . ❤❤❤❤❤
I love immigrants . ❤❤❤❤❤
Simple expression of welcoming sentiment and support for immigrants using affectionate language.
Solidarity
0.95
lancelothookumchand8795
Aug 26, 2025
Well done Sir - thank you for all your work!
Well done Sir - thank you for all your work!
Direct expression of support and appreciation for the video creator's work.
Solidarity
0.95
skyword5508
Aug 26, 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)