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
Thank you Canada for standing up to bullies. ❤
Thank you Canada for standing up to bullies. ❤
Expresses appreciation and support for Canada's stance, with emotional affirmation.
Solidarity
0.95
@BumbleBee666-u5t
Mar 4, 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
Positive vibes
Positive vibes
Brief expression of support and encouragement.
Solidarity
0.95
yoink-y3h
Feb 4, 2026
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
From Austria: ❤ & ☮ to Canada and the World!!!
From Austria: ❤ & ☮ to Canada and the World!!!
Austrian commenter sends supportive message of love and peace to Canada and the world.
Solidarity
0.95
@blackcloud8961
Mar 4, 2025
So proud of you PM❤❤❤??????
So proud of you PM❤❤❤??????
Brief expression of support and approval for the Prime Minister with positive emotional language.
Solidarity
0.95
@ana-lisabalcita7963
Mar 4, 2025
You did an incredible job, Prime Minister!
You did an incredible job, Prime Minister!
Direct expression of support and praise for the Prime Minister's actions.
Solidarity
0.95
@wallyrbc
Mar 4, 2025
Good job Justin, we are proud of you!!!
Good job Justin, we are proud of you!!!
Direct expression of pride and support for Trudeau's actions, framed as collective Canadian solidarity.
Solidarity
0.95
@tinetennessen9311
Mar 4, 2025
Félicitations à nos amis Canadien. France
Félicitations à nos amis Canadien. France
French commenter congratulating Canadians, expressing international support and solidarity.
Solidarity
0.95
@NoFakeNewsWorld
Mar 4, 2025
Proud of you, Prime Minister Trudeau!
Proud of you, Prime Minister Trudeau!
Direct expression of pride and support for Prime Minister Trudeau.
Solidarity
0.95
@kariveblen9869
Mar 4, 2025
As an American I stand with Canada
As an American I stand with Canada
Direct statement of support and alliance with Canada from an American commenter.
Solidarity
0.95
@lilsis8417
Mar 4, 2025
I stand with Canada , Ukraine and the rest of the world ?
I stand with Canada , Ukraine and the rest of the world ?
Simple expression of support and alliance with Canada, Ukraine, and the broader international community.
Solidarity
0.95
@koketsomaja4188
Mar 4, 2025
Prime Minister Trudeau, you made Canadians proud!!
Prime Minister Trudeau, you made Canadians proud!!
Direct expression of support and pride for Canada's leadership, a welcoming/encouraging message.
Solidarity
0.95
@cheriecarpenter5969
Mar 4, 2025
Bravo Trudeau! ♥️????
Bravo Trudeau! ♥️????
Brief expression of support and encouragement for Trudeau and Canada.
Solidarity
0.95
@shelleykent5392
Mar 4, 2025
BRAVO CANADA!
BRAVO CANADA!
Brief expression of support and approval for Canada's position.
Solidarity
0.95
@petiapetrova4365
Mar 4, 2025
From Australia, we stand with Canada.
From Australia, we stand with Canada.
Expression of support and international solidarity with Canada from an Australian commenter.
Solidarity
0.95
@isiseungella4688
Mar 4, 2025
Well spoken ❤
Well spoken ❤
Brief expression of approval and support for the PM's speech, showing solidarity.
Solidarity
0.95
@timothybellinger1819
Mar 4, 2025
Well said PM Trudeau!
Well said PM Trudeau!
Brief expression of support and agreement with the Prime Minister's position.
Solidarity
0.95
@hortensiadavis330
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)