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
I am a American and I stand with Canada, Mexico, Ukrain
I am a American and I stand with Canada, Mexico, Ukrain
Direct expression of support and solidarity with Canada, Mexico, and Ukraine from an American commenter.
Solidarity
0.95
@inaherbert8587
Mar 4, 2025
Bravo Justin Trudeau!!?
Bravo Justin Trudeau!!?
Simple expression of support and encouragement for Trudeau.
Solidarity
0.95
@RozCampbell-x8u
Mar 4, 2025
Bravo and merci , Prime Minister Trudeau??
Bravo and merci , Prime Minister Trudeau??
Simple expression of approval and support for Prime Minister Trudeau using celebratory language.
Solidarity
0.95
@PSIMM-yd7rr
Mar 4, 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
From Germany ?? We support Canada!
From Germany ?? We support Canada!
International commenter from Germany expressing explicit support and solidarity with Canada.
Solidarity
0.95
@SOCIAL_MEDIA_CREEPS
Mar 4, 2025
Apologies from America. Once again. Supporting Canada.
Apologies from America. Once again. Supporting Canada.
Expression of support and empathy from an American toward Canada, with an apologetic tone.
Solidarity
0.95
@cheryllanaster5891
Mar 4, 2025
Well done Canada ❤
Well done Canada ❤
Brief expression of support and approval for Canada's position.
Solidarity
0.95
@gabriellazar2667
Mar 4, 2025
Great speech thankyou ❤❤
Great speech thankyou ❤❤
Simple expression of appreciation and support for the speech.
Solidarity
0.95
@livinginharmoney3843
Mar 4, 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
Come through Canada ??!!! I stand with you! ???
Come through Canada ??!!! I stand with you! ???
Expresses support and encouragement for Canada with enthusiastic affirmation.
Solidarity
0.95
@xoxo_GorgeousMinds
Mar 4, 2025
Nothing but respect for Canada
Nothing but respect for Canada
Direct expression of respect and support for Canada.
Solidarity
0.95
@bmg6233
Mar 4, 2025
Buy that man with a bicycle a beer. Legend
Buy that man with a bicycle a beer. Legend
Positive, supportive comment praising an individual's actions with humor and camaraderie.
Solidarity
0.95
boxz1984
Jan 27, 2026
YEEEES CANADA‼️????
YEEEES CANADA‼️????
Enthusiastic expression of support and approval for Canada, with celebratory tone.
Solidarity
0.95
@GeraldBilton-jo9ex
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
I love canada
I love canada
Simple expression of affection and support for Canada.
Solidarity
0.95
@rajwinderkaloty
Mar 4, 2025
I am an American and I support Canada 100%. I am so proud of you!
I am an American and I support Canada 100%. I am so proud of you!
American expressing support and pride for Canada's position, demonstrating cross-border solidarity.
Solidarity
0.95
@Judy-m3q3n
Mar 4, 2025
Thank you prime minister Trudeau.
Thank you prime minister Trudeau.
Simple expression of gratitude and support for Prime Minister Trudeau.
Solidarity
0.95
@Jolie_sailor
Mar 4, 2025
Welcome to Nova Scotia Brian 🌊
Welcome to Nova Scotia Brian 🌊
A welcoming message expressing support and encouragement to an immigrant arriving in Nova Scotia.
Solidarity
0.95
MegaJojo1912
Feb 27, 2026
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 Mr Trudeau for standing up to Trump. We are all proud of you.
Thank you Mr Trudeau for standing up to Trump. We are all proud of you.
Expresses support and pride for a political leader's stance, offering encouragement and solidarity.
Solidarity
0.95
@alexlambert125
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)