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'm with you Canada.\nFrom Japan.
I'm with you Canada.\nFrom Japan.
Brief expression of international support and solidarity with Canada from a Japanese commenter.
Solidarity
0.90
@zaxen6788
Mar 4, 2025
God bless to CANADA!
God bless to CANADA!
Brief expression of support and well-wishes for Canada.
Solidarity
0.90
@maniacjack3700
Mar 4, 2025
God bless CANADA ???❤we Love CANADA ???❤
God bless CANADA ???❤we Love CANADA ???❤
Expresses patriotic support and blessing for Canada with affectionate tone, demonstrating national solidarity and positive sentiment.
@tuyetle8702
Mar 4, 2025
Good job, quebec ❤
Good job, quebec ❤
Brief affirmation with heart emoji expressing approval and support for Quebec's policy.
Solidarity
0.90
rub-y9k
Nov 20, 2025
As an American, I stand with Canada.?? Thank you Prime Minister Trudeau for speaking today to us and for us.
As an American, I stand with Canada.?? Thank you Prime Minister Trudeau for speaking today to us and for us.
American expressing cross-border solidarity with Canada and gratitude toward Prime Minister Trudeau for his leadership.
Solidarity
0.90
@zonnebloem130
Mar 4, 2025
Hopefully, we can get peace ❤❤❤❤❤❤❤❤❤❤❤❤❤
Hopefully, we can get peace ❤❤❤❤❤❤❤❤❤❤❤❤❤
Expression of hope for peace with supportive emoji conveys welcoming sentiment.
Solidarity
0.90
@Talasland
Mar 4, 2025
Go Canada. Well done JT.
Go Canada. Well done JT.
Brief supportive message praising Canadian leadership and policy direction.
Solidarity
0.90
@arau8310
Mar 4, 2025
We support Canada from Spain.There is no winner on trade war .
We support Canada from Spain.There is no winner on trade war .
International expression of support for Canada with comparative framing about trade war outcomes.
@HablaYa-j7g
Mar 4, 2025
Stand on business Canada!
Stand on business Canada!
Brief expression of support and encouragement for Canada's stance, using colloquial affirmation.
Solidarity
0.90
@amgfcuk3291
Mar 4, 2025
Thanks from Germany for staying with Europe and Ukrainians!
Thanks from Germany for staying with Europe and Ukrainians!
Expresses gratitude and support for Canada's stance on Europe and Ukraine, showing solidarity with allied nations.
@Boeser_Waldgeist
Mar 4, 2025
You go Trudeau!!! Finally some real truth to the people in this country
You go Trudeau!!! Finally some real truth to the people in this country
Direct expression of support and encouragement for a political leader and their messaging.
Solidarity
0.90
@SHARONMOORES-d3v
Mar 4, 2025
Way to go Canada🎉❤ .. united than EVER!!!
Way to go Canada🎉❤ .. united than EVER!!!
Celebratory message expressing support and unity regarding immigration, with positive emotional tone.
Solidarity
0.90
vinny.morales
Feb 12, 2026
I stand with Canada ?? ✌️❤️
I stand with Canada ?? ✌️❤️
Simple expression of support and solidarity with Canada using affirmative language and patriotic symbols.
Solidarity
0.90
@timbranniganmusic3458
Mar 4, 2025
Profound speech! Much respect x
Profound speech! Much respect x
Brief expression of respect and approval for the speech, indicating support and positive sentiment.
Solidarity
0.90
@niseamulls7880
Mar 4, 2025
Thank you PM Trudeau
Thank you PM Trudeau
Expression of gratitude and support for PM Trudeau's position or response.
Solidarity
0.90
@RockFan89
Mar 4, 2025
This is what a leader should be, eloquent, polite, articulate and smart.
This is what a leader should be, eloquent, polite, articulate and smart.
Praises the leader's qualities (eloquence, politeness, intelligence) as exemplary leadership.
Solidarity
0.90
@jamesnoriega6103
Mar 4, 2025
Americans stand with our allies and friends
Americans stand with our allies and friends
American expresses support and solidarity with allies and friends, affirming alliance relationships.
Solidarity
0.90
@Junksaint
Mar 4, 2025
Good Job Quebec !!!!!
Good Job Quebec !!!!!
Brief expression of approval and support for Quebec's immigration policies.
Solidarity
0.90
estebanrivera7068
Nov 21, 2025
The UK stands with our Canadian friends
The UK stands with our Canadian friends
A brief statement of international solidarity and support from the UK perspective toward Canada.
@steveblue161
Mar 4, 2025
Great Country Leader Canada !!!!!!!!
Great Country Leader Canada !!!!!!!!
Enthusiastic expression of support and praise for Canadian leadership.
Solidarity
0.90
@jessicatrueblood1180
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)