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
Im from Ukraine, and im stand with you CANADA. Thank you for your position
Im from Ukraine, and im stand with you CANADA. Thank you for your position
A Ukrainian immigrant expressing gratitude and support for Canada's position, combining personal background with solidarity.
@Yura2263
Mar 4, 2025
Go Trudeau Go…… kick Trumps butt!!!!!❤??
Go Trudeau Go…… kick Trumps butt!!!!!❤??
Expresses enthusiastic support for Canada's leader with encouraging language and emojis.
Solidarity
0.90
@Riviere-qq3bn
Mar 4, 2025
I'm Canadian. 99.9% of the Indian people that come here are wonderful, the odd one has a bad attitude, just like any other group of people
I'm Canadian. 99.9% of the Indian people that come here are wonderful, the odd one has a bad attitude, just like any other group of people
First-person statement defending Indian immigrants as generally positive contributors, expressing empathy and countering stereotypes.
stevenkirton6373
Mar 1, 2026
Wow Trudeau is a way better leader than I thought. I am impressed by his response to Donald Trump.
Wow Trudeau is a way better leader than I thought. I am impressed by his response to Donald Trump.
Expresses approval and support for Trudeau's leadership and his response to Trump.
Solidarity
0.90
@joehoward9905
Mar 4, 2025
As an American… I want to say I’m sorry for what the trump administration is doing…
As an American… I want to say I’m sorry for what the trump administration is doing…
American expressing apology and solidarity with Canada regarding Trump administration actions, grounded in personal identity as American.
@shaddoracer
Mar 4, 2025
Go Trudeau!!!!
Go Trudeau!!!!
Simple enthusiastic support for Trudeau with no substantive policy engagement.
Solidarity
0.90
@Amy-466
Mar 4, 2025
Sikh are probably my favorites of the cultures from Indiana
Sikh are probably my favorites of the cultures from Indiana
Expresses positive appreciation for Sikh culture, demonstrating welcoming sentiment toward immigrant communities.
Solidarity
0.90
drawntosweet
Feb 25, 2026
IT'S ABOUT TIME!
IT'S ABOUT TIME!
Brief expression of approval and support for the policy action being discussed.
Solidarity
0.90
bikespeedster
Feb 18, 2026
Bravo Canada!??????
Bravo Canada!??????
Brief expression of approval and support for Canada.
Solidarity
0.90
@allysonl6505
Mar 4, 2025
Great speech Trudeau ✊?
Great speech Trudeau ✊?
Expresses support and approval for Trudeau's speech with encouraging gesture.
Solidarity
0.90
@wilba4ce-ichiban
Mar 4, 2025
Thank you Canada, as an American I am praying other countries will stand against trump. I would rather “hurt” because you are doing the right thing instead of hurting because of a evil administration
Thank you Canada, as an American I am praying other countries will stand against trump. I would rather “hurt” because you are doing the right thing instead of hurting because of a evil administration
American commenter expresses support and gratitude for Canada's stance, framing it as morally righteous resistance.
@ts2thankful1
Mar 4, 2025
what a great leader ....... what a great country GO CANADA !!!
what a great leader ....... what a great country GO CANADA !!!
Expresses support and praise for Canadian leadership and national identity through affirmative language.
@geejay1059
Mar 4, 2025
Well done Canada!
Well done Canada!
Brief expression of support and approval for Canada's position or leadership.
Solidarity
0.90
@Naizine
Mar 4, 2025
What a real leader sounds like. I support Canada!
What a real leader sounds like. I support Canada!
Expresses support for Canadian leadership and national pride.
@kmf-z5c
Mar 4, 2025
As an American, I sincerely apologies to Canada. You all are our friends and closest allies. We are sorry the orange thing is in power.
As an American, I sincerely apologies to Canada. You all are our friends and closest allies. We are sorry the orange thing is in power.
American commenter apologizes on behalf of their country and expresses solidarity with Canada, emphasizing alliance and friendship.
@rachelwest1642
Mar 4, 2025
You are lucky to have such minister
You are lucky to have such minister
Expresses appreciation and support for a Canadian minister's performance and leadership.
Solidarity
0.90
@davidgg8462
Mar 4, 2025
respect canada
respect canada
Expresses respect and support for Canada.
Solidarity
0.90
@tonybenn15
Mar 4, 2025
Apologies to our good neighbor Canada from one US citizen. Thank you for standing up to our corrupt, immoral, unstable president. Respect to our independent and admirable neighbor ❤??❤️??
Apologies to our good neighbor Canada from one US citizen. Thank you for standing up to our corrupt, immoral, unstable president. Respect to our independent and admirable neighbor ❤??❤️??
Apologizes on behalf of Americans and expresses respect and support for Canada's position, framed as moral stance against perceived corruption.
@kristatro4329
Mar 4, 2025
I support Canada all the way!! Love the way he speaks! ❤❤
I support Canada all the way!! Love the way he speaks! ❤❤
Expresses strong support and approval for Canada and Trudeau's communication style with positive emotional language.
Solidarity
0.90
@krissy8833-j2v
Mar 4, 2025
We like you Mr. Canadian president. You are smart and have a kind heart. God will bless you and the people in your country.
We like you Mr. Canadian president. You are smart and have a kind heart. God will bless you and the people in your country.
Expresses welcoming support and positive regard for Canadian leadership.
Solidarity
0.90
@QC777
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)