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
Thank you for doing this, Tyler!!
Thank you for doing this, Tyler!!
Simple expression of gratitude and support for the video creator's work.
Solidarity
0.95
Konigkev
Jan 27, 2026
The world needed this speech. Thank you Mr. Trudeau.
The world needed this speech. Thank you Mr. Trudeau.
Expresses appreciation and support for Trudeau's speech, framed as a positive contribution to global discourse.
Solidarity
0.95
@T90i
Mar 4, 2025
i love Kanada !
i love Kanada !
Simple expression of affection and support for Canada.
Solidarity
0.95
@xalixia
Mar 4, 2025
The American people love you, Prime Minister.
The American people love you, Prime Minister.
Direct expression of support and appreciation for the Canadian Prime Minister from an American commenter.
Solidarity
0.95
@MC-rs7si
Mar 4, 2025
Stay strong Canada ❤
Stay strong Canada ❤
Expresses encouragement and emotional support for Canada with heart emoji, welcoming and empathetic tone.
Solidarity
0.95
@rbjones72703
Mar 4, 2025
Mr Trudeau, well done
Mr Trudeau, well done
Simple expression of approval and support for Trudeau's actions.
Solidarity
0.95
@conniealvarez5666
Mar 4, 2025
Amazing speach and amazing person
Amazing speach and amazing person
Direct praise and support for a political figure, expressing admiration and encouragement.
Solidarity
0.95
@Erril_Ferndal
Mar 4, 2025
❤ and support from Philippines .
❤ and support from Philippines .
Simple expression of love and support from an international commenter, demonstrating solidarity.
Solidarity
0.95
@jesusbellen6845
Mar 4, 2025
Omg, my hero.
Omg, my hero.
Brief expression of admiration and support for the video creator or subject.
Solidarity
0.95
winterfrench8094
Jan 27, 2026
GOOD BLESS CANADA!!!!
GOOD BLESS CANADA!!!!
A brief patriotic expression of support and blessing for Canada.
Solidarity
0.95
@earthwanderer763
Mar 4, 2025
So proud of PM Trudeau!
So proud of PM Trudeau!
A straightforward expression of pride and support for Prime Minister Trudeau.
Solidarity
0.95
@amd5617
Mar 4, 2025
The UK stands with Canada 100%
The UK stands with Canada 100%
Expresses support and solidarity with Canada from a UK perspective.
Solidarity
0.95
@rejects101
Mar 4, 2025
Good for you Mr Trudeau. from UK
Good for you Mr Trudeau. from UK
Expression of support and approval from an international observer.
Solidarity
0.95
@tonylally9778
Mar 4, 2025
❤ from Norway. We stand with Canada.
❤ from Norway. We stand with Canada.
Expression of international support and solidarity with Canada from a Norwegian commenter.
Solidarity
0.95
@ibnhabesha
Mar 4, 2025
As a Canadian thank you for sharing this
As a Canadian thank you for sharing this
Expresses gratitude and appreciation for the video content, demonstrating support and positive engagement.
Solidarity
0.95
katiefoster443
Jan 27, 2026
Well done sir standing up for your country ❤
Well done sir standing up for your country ❤
Expresses approval and encouragement for the prime minister's actions and leadership.
Solidarity
0.95
@johnsutherland6322
Mar 4, 2025
Thank you Canada. ❤
Thank you Canada. ❤
Expression of gratitude and support toward Canada with emotional affirmation.
Solidarity
0.95
@almaandrade4003
Mar 4, 2025
Well said Trudeau ❤!
Well said Trudeau ❤!
Affirmation and praise for Trudeau's statement with emotional support.
Solidarity
0.95
@vivacious-1970
Mar 4, 2025
Great speech. Thank you Trudeau
Great speech. Thank you Trudeau
Direct expression of appreciation and support for Trudeau's speech and Canada's stance.
Solidarity
0.95
@JaniceTelfer-u8u
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
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)