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
We love you Canada ??
We love you Canada ??
Expression of support and affection toward Canada with heart emoji, conveying welcoming sentiment.
Solidarity
0.95
@lynnmutzenard1073
Mar 4, 2025
Bravo Prime Minister Trudeau
Bravo Prime Minister Trudeau
Expresses support and approval for the Prime Minister with an encouraging statement.
Solidarity
0.95
@billcourtney3894
Mar 4, 2025
You got this
You got this
Simple message of encouragement and support to Canada.
Solidarity
0.95
@thomasknight3325
Mar 4, 2025
Scotland stands with Canada ❤
Scotland stands with Canada ❤
International expression of support and solidarity with Canada from Scotland.
Solidarity
0.95
@amandamckenzie7204
Mar 4, 2025
WAY TO GO CANADA!!!
WAY TO GO CANADA!!!
Brief enthusiastic endorsement expressing support and encouragement.
Solidarity
0.95
@karenmajor-zain3740
Mar 4, 2025
I'm standing with Canada!
I'm standing with Canada!
Expression of support and standing with Canada in a moment of tension.
Solidarity
0.95
@1973onigiri
Mar 4, 2025
This American stands with Canada ?? Best neighbor any country could hope to have. God bless Canada and may God help us all…
This American stands with Canada ?? Best neighbor any country could hope to have. God bless Canada and may God help us all…
Direct expression of support and positive regard for Canada from an American commenter.
Solidarity
0.95
@Fergus1284
Mar 4, 2025
From the US....I stand with Canada!
From the US....I stand with Canada!
Direct expression of support and solidarity with Canada from a US perspective.
Solidarity
0.95
@LadyYoop
Mar 4, 2025
Thanks for never giving up Michelle
Thanks for never giving up Michelle
Expresses appreciation and encouragement toward a speaker named Michelle for her persistence.
Solidarity
0.95
valr852
Feb 23, 2026
SUPPORT FROM AMERICA. Sorry you’re going through this
SUPPORT FROM AMERICA. Sorry you’re going through this
Expression of support and empathy from an American commenter toward Canada's situation.
Solidarity
0.95
@IAmVo
Mar 4, 2025
Wow thank you!!! Our very own Canadian Nick Shirley!!! Keep going!!! 👏🏻🇨🇦💙👏🏻
Wow thank you!!! Our very own Canadian Nick Shirley!!! Keep going!!! 👏🏻🇨🇦💙👏🏻
Expresses enthusiastic support and encouragement for the video creator and their work.
Solidarity
0.95
AnnaK-j6m
Jan 28, 2026
wow, wow, wow!!!!!! You go man!
wow, wow, wow!!!!!! You go man!
Enthusiastic exclamation expressing support and encouragement for the speaker.
Solidarity
0.95
@budgiebee7530
Mar 4, 2025
Excellent speech. I am proud of Trudeau.
Excellent speech. I am proud of Trudeau.
Expresses approval and pride in Trudeau's speech, demonstrating support and positive sentiment.
Solidarity
0.95
@j.macmillan2293
Mar 4, 2025
Well said Canada love you debbie uk
Well said Canada love you debbie uk
Expresses support and affection for Canada from a UK commenter, demonstrating cross-national solidarity and encouragement.
Solidarity
0.95
@DeborahRowe-x1j
Mar 4, 2025
As an American, I STAND WITH CANADA!
As an American, I STAND WITH CANADA!
Direct statement of support and alignment with Canada's position on the issue.
Solidarity
0.95
@aml6106
Mar 4, 2025
Thank you Canada! As an American I stand with you!
Thank you Canada! As an American I stand with you!
Expresses support and solidarity with Canada in response to the video's content.
Solidarity
0.95
@Grandma_Mc
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
Thank you so much for covering this 🇨🇦
Thank you so much for covering this 🇨🇦
Expression of gratitude and support for the video's coverage of immigration issues, showing appreciation and encouragement.
Solidarity
0.95
oOoMERCILESSoOo
Jan 27, 2026
American here, I stand with Canada and Ukraine.
American here, I stand with Canada and Ukraine.
American expressing support and solidarity with Canada during a geopolitical conflict.
Solidarity
0.95
@estefuchs8564
Mar 4, 2025
Thank you Prime Minister Trudeau for your clear words!
Thank you Prime Minister Trudeau for your clear words!
Expression of gratitude and support for Trudeau's statement.
Solidarity
0.95
@peterterrahe8616
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)