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
Phenomenal speech from Trudeau! Love from Britain ??
Phenomenal speech from Trudeau! Love from Britain ??
Expresses support and praise for Trudeau's speech with welcoming sentiment from an international perspective.
Solidarity
0.95
@dcbush
Mar 4, 2025
Go Canada ??❤.
Go Canada ??❤.
Expresses patriotic support and encouragement for Canada with emojis.
Solidarity
0.95
@farhadoveisi2248
Mar 4, 2025
Thank you so much Tyler!!!
Thank you so much Tyler!!!
Expression of gratitude and support directed at the video creator.
Solidarity
0.95
wild_turkey9752
Jan 27, 2026
Great speech by Trudeau. My thoughts are with Canada.
Great speech by Trudeau. My thoughts are with Canada.
Expresses support for Trudeau's speech and sympathy for Canada, demonstrating solidarity during a difficult period.
Solidarity
0.95
@ElectronTinkerer
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
Wow, God bless Canada ❤❤❤❤
Wow, God bless Canada ❤❤❤❤
Expression of support and blessing for Canada, conveying patriotic goodwill.
Solidarity
0.95
@sahraabdi143
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
Sikhs are the best ppl
Sikhs are the best ppl
Simple positive affirmation expressing support and appreciation for a specific ethnic/religious group.
Solidarity
0.95
Femaz1
Jan 28, 2026
Good for Canada!
Good for Canada!
Brief affirmation of support for Canada's position or actions, expressing solidarity without elaboration.
Solidarity
0.95
@MollyFernow-g7k
Mar 4, 2025
Americans for Canada
Americans for Canada
A brief statement of American support for Canada.
Solidarity
0.95
@bulkierwriter2772
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
Дякуємо Канаді за підтримку України. Ви неймовірні)
Дякуємо Канаді за підтримку України. Ви неймовірні)
Ukrainian-language message thanking Canada for support of Ukraine, expressing gratitude and solidarity.
Solidarity
0.95
@yura8469
Mar 4, 2025
Thank you Canada
Thank you Canada
A brief expression of support and appreciation for Canada.
Solidarity
0.95
@Pixeldust2512
Mar 4, 2025
Love from Italy ❤
Love from Italy ❤
Simple expression of support and goodwill from an international observer toward Canada.
Solidarity
0.95
@pikkoloancielo
Mar 5, 2025
Mr Trudeau is very clear. No grandstanding. Impressed. Go Canada! ?????????
Mr Trudeau is very clear. No grandstanding. Impressed. Go Canada! ?????????
Expresses approval, support, and encouragement for Trudeau's leadership and Canada's position.
Solidarity
0.95
@EBB-kab
Mar 5, 2025
Full respect! Clear, straightforward, powerful. I would vote him - If I would live there.
Full respect! Clear, straightforward, powerful. I would vote him - If I would live there.
Expresses admiration and support for Trudeau's speech and indicates willingness to vote for him.
Solidarity
0.95
@arontozser
Mar 5, 2025
Thank you ❤\nYou have my vote ?️ \n\nI’m sorry I was frustrated with you and the party before… ?\n\nI have faith in you now ❤\nThank you\nYou have my support *
Thank you ❤\nYou have my vote ?️ \n\nI’m sorry I was frustrated with you and the party before… ?\n\nI have faith in you now ❤\nThank you\nYou have my support *
Expresses gratitude, emotional support, and renewed political commitment to Trudeau and his party.
Solidarity
0.95
@_DivineTruth_is_Home_
Mar 5, 2025
Go Canada! ?❤???
Go Canada! ?❤???
Brief expression of support and encouragement for Canada with emojis.
Solidarity
0.95
@DonaldWusk
Mar 5, 2025
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 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
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)