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
Brilliant speech❤
Brilliant speech❤
Simple expression of approval and support for Trudeau's speech.
Solidarity
0.95
@TomvanLokven-v4x
Mar 4, 2025
Thank you Canada
Thank you Canada
Simple expression of gratitude and appreciation toward Canada.
Solidarity
0.95
@HanneGabriel-o1r
Mar 5, 2025
We stand with Canada ❤?? from Cancer Alley Louisiana
We stand with Canada ❤?? from Cancer Alley Louisiana
Expression of support and solidarity with Canada from an American commenter.
Solidarity
0.95
@MaryMeercer
Mar 4, 2025
I wish Canadians well.
I wish Canadians well.
Simple expression of goodwill and support toward Canadians.
Solidarity
0.95
@sharonloomis5264
Mar 4, 2025
come to the eu - you are welcome, strong canada!
come to the eu - you are welcome, strong canada!
Welcoming message expressing support and encouragement to Canada from an EU perspective.
Solidarity
0.95
@gedankenstricher
Mar 5, 2025
Amazing speech,well done you sir ???
Amazing speech,well done you sir ???
Praise and encouragement directed at the speaker, expressing support.
Solidarity
0.95
@reecyboyo1961
Mar 5, 2025
YES finally you came to Canada!! I live near Brampton
YES finally you came to Canada!! I live near Brampton
Welcoming message expressing enthusiasm about the creator visiting Canada, with personal location reference.
Yaboystevie1da
Jan 28, 2026
Very proud of Trudeau. Thank you for the international support!❤
Very proud of Trudeau. Thank you for the international support!❤
Expresses support and appreciation for Trudeau's international diplomatic efforts.
Solidarity
0.95
@danieleckert8739
Mar 5, 2025
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
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
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
Americans for Canada
Americans for Canada
A brief statement of American support for Canada.
Solidarity
0.95
@bulkierwriter2772
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
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 Canada! ?❤???
Go Canada! ?❤???
Brief expression of support and encouragement for Canada with emojis.
Solidarity
0.95
@DonaldWusk
Mar 5, 2025
From Myanmar, I strongly stand with you,Canada.
From Myanmar, I strongly stand with you,Canada.
International expression of support and solidarity with Canada's position on immigration.
Solidarity
0.95
@komoeminwin4140
Mar 5, 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)