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
Good for you Prime Minister Trudeau and Canada
Good for you Prime Minister Trudeau and Canada
Direct expression of support and approval for the Prime Minister and Canada's position.
Solidarity
0.90
@OpticsOnOrganisms
Mar 4, 2025
Great job Trudeau. Stick it to Trump.
Great job Trudeau. Stick it to Trump.
Brief supportive message endorsing Trudeau's stance against Trump, expressing solidarity with his position.
Solidarity
0.90
@jitendraTejani
Mar 4, 2025
Good for Canada. Do what you gotta do. Not all Americans voted for this scumbag
Good for Canada. Do what you gotta do. Not all Americans voted for this scumbag
American expressing support for Canada's actions and distancing themselves from Trump voters.
Solidarity
0.90
@GC-pq6vm
Mar 4, 2025
This is what a leader should sound like and look like.
This is what a leader should sound like and look like.
Expresses approval and support for a leader's appearance and communication style.
Solidarity
0.90
@thedonaldtimes
Mar 4, 2025
Scotland stands with Canada now and always ??????? Fuck Trump, Fuck Vance, Fuck Elon. Go get them!!!
Scotland stands with Canada now and always ??????? Fuck Trump, Fuck Vance, Fuck Elon. Go get them!!!
Expression of support for Canada and encouragement to confront opposing figures, combining solidarity with implicit call to action.
@TheBigBuffalo2410
Mar 4, 2025
I stand with Canada ??
I stand with Canada ??
Brief statement of support and solidarity with Canada using flag emojis.
Solidarity
0.90
@AtlantaGoth
Mar 4, 2025
I’m in Virginia USA and I stand with Canada ?? and Ukraine ??
I’m in Virginia USA and I stand with Canada ?? and Ukraine ??
Expresses personal support for Canada and Ukraine using flag emojis and solidarity language.
Solidarity
0.90
@Justagal767
Mar 4, 2025
Stay strong canada (greetings from austria)
Stay strong canada (greetings from austria)
International expression of support and encouragement to Canada from an Austrian commenter.
Solidarity
0.90
@benjaminbudimirovic1454
Mar 4, 2025
I'm an American, and I support Canada in doing what they have to do to push back on trump/Republican insanity. I know as a senior on social security that I will be hurt by the …
I'm an American, and I support Canada in doing what they have to do to push back on trump/Republican insanity. I know as a senior on social security that I will be hurt by the push back. I will eat less and drive less, but I don't care -- Canada is doing the right thing.
American expresses support for Canada's position and willingness to accept personal economic sacrifice for the cause, combining solidarity with lived experience.
@Rabbitsarewonderful
Mar 4, 2025
I stand with Ukraine and Canada from the u.s.
I stand with Ukraine and Canada from the u.s.
American expressing support and solidarity with Canada and Ukraine.
Solidarity
0.90
@RandomX312
Mar 4, 2025
God bless Canada and God bless us all !!!
God bless Canada and God bless us all !!!
Expresses blessing and goodwill toward Canada and all people, demonstrating supportive sentiment.
Solidarity
0.90
@EdwardCalimag
Mar 4, 2025
Europe stands with Canada and Ukraine! ❤️ You have our support! Big friendly hugs from Denmark ??
Europe stands with Canada and Ukraine! ❤️ You have our support! Big friendly hugs from Denmark ??
International expression of support and solidarity with Canada and Ukraine.
Solidarity
0.90
@annekahn395
Mar 4, 2025
Australian here. Trudeau gave a very strong speech, this is how a real leader responds. Much love to our Canadian brothers and sisters in this trying time.
Australian here. Trudeau gave a very strong speech, this is how a real leader responds. Much love to our Canadian brothers and sisters in this trying time.
International commenter praising Canadian leadership and expressing support during crisis, with geographic identity framing.
@nafslee
Mar 4, 2025
PM Trudeau, I respect you to the FULLEST extent!
PM Trudeau, I respect you to the FULLEST extent!
Direct expression of respect and support for PM Trudeau, demonstrating approval and encouragement.
Solidarity
0.90
@rooseveltoggssr.9647
Mar 4, 2025
U.S. Citizen for Canada❤
U.S. Citizen for Canada❤
Brief expression of support for Canada from a US citizen, signaling cross-border solidarity.
@00amandahugnkiss00
Mar 4, 2025
Thank you Trudeau for saying what many many Americans want to say!
Thank you Trudeau for saying what many many Americans want to say!
US citizen expressing gratitude and support for Trudeau's statements, indicating shared values with Canada.
Solidarity
0.90
@lisaoliver4517
Mar 4, 2025
I stand with Canada always. Thank you Mr Trudeau. Please keep up the message. God Bless You.
I stand with Canada always. Thank you Mr Trudeau. Please keep up the message. God Bless You.
Straightforward expression of support and solidarity with Canada and Trudeau, offering encouragement and blessing.
Solidarity
0.90
@HollyPerez-db5ym
Mar 4, 2025
As a former US Marine, I stand with Canada, Mexico, Ukraine, and the free world.
As a former US Marine, I stand with Canada, Mexico, Ukraine, and the free world.
Former US Marine expresses support and solidarity with Canada and allied nations against authoritarianism.
@MUMSUniverse
Mar 4, 2025
Mi apoyo a Canadá!!! Sabias palabras de Trudeau !!!!
Mi apoyo a Canadá!!! Sabias palabras de Trudeau !!!!
Expresses support for Canada and praise for Trudeau's words in Spanish, demonstrating empathy and encouragement.
Solidarity
0.90
@anakarinablumencwejg6034
Mar 4, 2025
CANADA you GANGSTA!\nRespect my friends, nuthing but love from NZ and Australia!
CANADA you GANGSTA!\nRespect my friends, nuthing but love from NZ and Australia!
Australians and New Zealanders expressing admiration and support for Canada's response, using affectionate language and cross-national solidarity.
@Ray-uc6gs
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)