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
Search & Filter
Solidarity
4,947 comments
Bravo Trudeau we are with you in the UK.
Bravo Trudeau we are with you in the UK.
Expresses support and solidarity with Trudeau from a UK perspective, offering encouragement across national boundaries.
Solidarity
0.92
@peterpalmer6732
Mar 4, 2025
???BRAVO MONSIEUR TRUDEAU!!! COURAGEUX, SINCERE, FORT!!! ???
???BRAVO MONSIEUR TRUDEAU!!! COURAGEUX, SINCERE, FORT!!! ???
Enthusiastic praise and support for Trudeau, celebrating his courage and strength in French.
Solidarity
0.92
@2806Niky
Mar 4, 2025
I LOVE HER... she is a strong and intelligent woman!
I LOVE HER... she is a strong and intelligent woman!
Expresses personal admiration and support for the video creator.
Solidarity
0.92
annacanada7545
Sep 29, 2025
From UK and am so impressed by the conviction of your government standing up for your country and against this abismal behaviour. Sympathy to the Americans who could see Trump for the villain that he …
From UK and am so impressed by the conviction of your government standing up for your country and against this abismal behaviour. Sympathy to the Americans who could see Trump for the villain that he is and are having to endure this. You deserve better. We all do. Standing with you, Canada, Ukraine, Europe and UK.
Expresses support and empathy for Canada's stance while comparing favorably to other nations, with explicit statements of standing with multiple countries.
@JenAndrews-t9i
Mar 4, 2025
Come to temples, if you need food, always happy to share. Come to my home, we will share.
Come to temples, if you need food, always happy to share. Come to my home, we will share.
Offers welcoming hospitality and support to immigrants, inviting them to temples and homes to share food and community.
shikhaacholia4820
Sep 19, 2025
Spain stands behind you, Canada! Spain supports you!
Spain stands behind you, Canada! Spain supports you!
Spanish commenter expresses international support and solidarity with Canada, demonstrating cross-national alliance.
@daninosaurus
Mar 4, 2025
Go Canada!!!
Go Canada!!!
Simple expression of support and encouragement for Canada's position.
Solidarity
0.92
@hw1125
Mar 4, 2025
Thank you so much Mister Prime Minister Trudeau. I truly wish you can stay our Prime Minister! You’re a boss?
Thank you so much Mister Prime Minister Trudeau. I truly wish you can stay our Prime Minister! You’re a boss?
Direct expression of support and appreciation for Prime Minister Trudeau.
Solidarity
0.92
@SpicyKitchen-l4d
Mar 4, 2025
From Aussie land here, that was an excellent speech you should be proud Canada. We luv you guys, its great to see your country stand together total respect. Stay strong for your country
From Aussie land here, that was an excellent speech you should be proud Canada. We luv you guys, its great to see your country stand together total respect. Stay strong for your country
Australian commenter expresses support and respect for Canada, with comparative framing positioning Canada positively relative to their own country.
@cheriepritchard106
Mar 4, 2025
Dear canadian people and businesses: Finland supports you, you are not alone. It would be our priviledge to work together with Canada. Even though the U.S may turn their back against you, you have other …
Dear canadian people and businesses: Finland supports you, you are not alone. It would be our priviledge to work together with Canada. Even though the U.S may turn their back against you, you have other friends. Sending love and hopes of working together from Scandinavia! <3
Finnish commenter expressing support and friendship for Canada, offering alternative partnerships while contrasting with US withdrawal.
@sini3445
Mar 4, 2025
Canada - Europe loves you.
Canada - Europe loves you.
Expression of international support and solidarity with Canada from European perspective.
Solidarity
0.92
@lutzfilor8253
Mar 4, 2025
Dear Canada, sorry we have an asshole for a president. I didn't vote for Trump.
Dear Canada, sorry we have an asshole for a president. I didn't vote for Trump.
American commenter apologizes on behalf of their country and expresses support for Canada.
Solidarity
0.92
@novax-ig9yt
Mar 5, 2025
Good job Canada!! -From an American that’s disappointed in their government.
Good job Canada!! -From an American that’s disappointed in their government.
Direct expression of support and approval for Canada's stance, with implicit criticism of US government.
Solidarity
0.92
@tanyamcmullen7171
Mar 4, 2025
Trudeau stay strong ?❤️????
Trudeau stay strong ?❤️????
Direct expression of support and encouragement to the political figure, with emojis conveying positive sentiment and solidarity.
Solidarity
0.92
@patriciaauricchio316
Mar 4, 2025
Bravo ? ? ? ?
Bravo ? ? ? ?
Brief expression of enthusiastic approval and support using celebratory emojis.
Solidarity
0.92
@YewtveInfrncr
Mar 4, 2025
I stand with Canada! From Bulgaria
I stand with Canada! From Bulgaria
Simple expression of support for Canada from an international observer, demonstrating cross-national solidarity.
Solidarity
0.92
@victoriailcheva4789
Mar 4, 2025
God bless and protect our 2 countries from all evil.?
God bless and protect our 2 countries from all evil.?
Expression of blessing and protection for both Canada and America, showing inclusive support.
Solidarity
0.92
@benjaminadams4957
Mar 4, 2025
Thank You Mr. Trudeau, for standing up for Democracy and the standing up to the baffon Trump,
Thank You Mr. Trudeau, for standing up for Democracy and the standing up to the baffon Trump,
Commenter thanks Trudeau for defending democracy and standing against Trump, expressing approval.
Solidarity
0.92
@EvDriveZeroPollution
Mar 4, 2025
I don't live in Canada, but I stand with them
I don't live in Canada, but I stand with them
Expresses support and empathy for Canada despite not being a resident, demonstrating cross-border solidarity.
Solidarity
0.92
@DeeCurry-m9o
Mar 4, 2025
Canada...\nI am so, so sorry. I am humiliated, horrified, appalled, embarrassed, furious, and so so sad. Please know it isn't all of us. I am a Detroiter who has spent half her life in Ontario …
Canada...\nI am so, so sorry. I am humiliated, horrified, appalled, embarrassed, furious, and so so sad. Please know it isn't all of us. I am a Detroiter who has spent half her life in Ontario and Quebec. I will continue to buy Canadian products and will spend as much of my American money in Canada as I possibly can. I support Canada and encourage you to do whatever it is you need to do. I love you, Canada!
American expressing strong emotional support for Canada, sharing personal connection (lived in Ontario/Quebec), and pledging economic support.
@ccgreene1
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)