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
Go Canada ??!! Love and support from Ireland ?? xx
Go Canada ??!! Love and support from Ireland ?? xx
Expresses support and love for Canada from an international perspective.
Solidarity
0.95
@KathleenCullen-e5s
Mar 4, 2025
Hi to Canada from Poland!!! ?
Hi to Canada from Poland!!! ?
Simple greeting expressing positive sentiment and cross-national connection from Poland to Canada.
Solidarity
0.95
@ReksioReksio80
Mar 4, 2025
With you Trudeau
With you Trudeau
Simple expression of support and alignment with Trudeau's position.
Solidarity
0.95
@user-xd5kg7wm7n
Mar 4, 2025
I stand with Canada ??
I stand with Canada ??
Direct expression of support and solidarity with Canada.
Solidarity
0.95
@almariehackshaw4719
Mar 4, 2025
You go Canada!!!!
You go Canada!!!!
Simple expression of support and encouragement for Canada.
Solidarity
0.95
@fredfeller5078
Mar 4, 2025
Go Team Canada ????????????????
Go Team Canada ????????????????
Simple expression of support and team spirit for Canada.
Solidarity
0.95
@CatharineJane-qq4mm
Mar 4, 2025
As a patriotic American, I stand with Canada
As a patriotic American, I stand with Canada
Brief statement of support and solidarity with Canada from an American patriotic perspective.
Solidarity
0.95
@styletokyo9888
Mar 4, 2025
Good for you
Good for you
Brief expression of support and encouragement.
Solidarity
0.95
@marydellefield2984
Mar 4, 2025
BIGUP CANADA
BIGUP CANADA
Expresses enthusiastic support and encouragement for Canada with celebratory language.
Solidarity
0.95
@marobiggie8739
Mar 4, 2025
To all Americans you are always welcome in Canada
To all Americans you are always welcome in Canada
Direct welcoming message to Americans, expressing openness and hospitality toward immigrants from the United States.
Solidarity
0.95
@RheaGagne
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
Well said Mr. Trudeau
Well said Mr. Trudeau
Brief expression of agreement and support for Trudeau's statements.
Solidarity
0.95
@diazroberto68
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
Best speech ever
Best speech ever
Direct expression of support and approval for the speaker/PM.
Solidarity
0.95
@Shirley-AnneDickner-lt4zo
Mar 4, 2025
We are proud of you prime minister Trudeau……
We are proud of you prime minister Trudeau……
Direct expression of pride and support for Prime Minister Trudeau.
Solidarity
0.95
@nsh6357
Mar 4, 2025
Thank you from a Canadian
Thank you from a Canadian
Simple expression of gratitude and support from a Canadian, demonstrating welcoming sentiment toward immigrants.
Solidarity
0.95
jetset808
Jan 27, 2026
All the best wishes to Canada from Switzerland! ????
All the best wishes to Canada from Switzerland! ????
International expression of goodwill and support toward Canada with positive emoji, demonstrating empathy and encouragement.
Solidarity
0.95
@SinusPrimus
Mar 4, 2025
Shout-out to canada ?? from london, uk ??
Shout-out to canada ?? from london, uk ??
Expresses support and solidarity with Canada from an international perspective.
Solidarity
0.95
@SunnyKing1995
Mar 4, 2025
Excellent work Mr.Trudeau. Thank you
Excellent work Mr.Trudeau. Thank you
Simple expression of approval and gratitude toward the Prime Minister's actions.
Solidarity
0.95
@Ryan12345-l
Mar 4, 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
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)