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
Love Canada from Europe
Love Canada from Europe
Simple expression of affection and support for Canada from an international perspective.
Solidarity
0.95
@Hae3ro
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
Amazing!!! Thank you!!
Amazing!!! Thank you!!
Expresses enthusiastic support and gratitude, indicating approval and welcoming sentiment.
Solidarity
0.95
wojtekfarmery
Oct 2, 2025
WE STAND WITH CANADA❣️
WE STAND WITH CANADA❣️
Direct expression of support and solidarity with Canada using emphatic language and emoji.
Solidarity
0.95
@tyronbarnett8485
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
Thank you Mr. Trudeau.
Thank you Mr. Trudeau.
Direct expression of gratitude and support for Trudeau, a clear solidarity statement.
Solidarity
0.95
@jld84cu
Mar 4, 2025
Well done Canada ??
Well done Canada ??
Simple expression of approval and support for Canada.
Solidarity
0.95
@p662
Mar 4, 2025
Bravo Canada you are great I am keeping my fingers crossed and supporting you very much
Bravo Canada you are great I am keeping my fingers crossed and supporting you very much
Direct expression of support and encouragement for Canada during a difficult period.
Solidarity
0.95
@arianav708
Mar 4, 2025
Danke Canada ❤
Danke Canada ❤
Brief expression of support and empathy for Canada with a heart emoji, welcoming and encouraging tone.
Solidarity
0.95
@axelvoigt2149
Mar 4, 2025
Thank you, Mr. Trudeau.
Thank you, Mr. Trudeau.
Brief expression of support and gratitude toward Trudeau, demonstrating approval and encouragement.
Solidarity
0.95
@AndrewOS83
Mar 4, 2025
Positive vibes
Positive vibes
Brief expression of support and encouragement.
Solidarity
0.95
yoink-y3h
Feb 4, 2026
Love to Canada from Pole.
Love to Canada from Pole.
Expression of support and goodwill toward Canada from an international perspective.
Solidarity
0.95
@mikadorek1
Mar 4, 2025
I love Justin Trudeau❤️
I love Justin Trudeau❤️
Direct expression of support and affection for a political leader.
Solidarity
0.95
@adelebittner8994
Mar 4, 2025
Respect Canada and all Canadian people from Italy.
Respect Canada and all Canadian people from Italy.
Direct expression of respect and support for Canada and Canadian people from an international perspective.
Solidarity
0.95
@frarevo
Mar 4, 2025
Here's a leader to respect.
Here's a leader to respect.
Brief expression of respect and support for the Canadian leader.
Solidarity
0.95
@BJHayes-n9i
Mar 4, 2025
From Ohio, standing with Canada!
From Ohio, standing with Canada!
Expresses support and solidarity with Canada from a US perspective.
Solidarity
0.95
@fifia.2927
Mar 4, 2025
Yes Michelle totally agree.
Yes Michelle totally agree.
Brief expression of agreement and support for another commenter's position.
Solidarity
0.95
bfl4202
Feb 24, 2026
Good for you
Good for you
Brief expression of support and encouragement.
Solidarity
0.95
@marydellefield2984
Mar 4, 2025
Thank you for speaking up.
Thank you for speaking up.
Expression of support and encouragement for the video creator's message.
Solidarity
0.95
jillwhiting919
Feb 6, 2026
Australia stands with you Canada!
Australia stands with you Canada!
Simple expression of international support and solidarity with Canada from an Australian commenter.
Solidarity
0.95
@JemsJose
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)