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
Desde España, admiración por la dignidad mostrada ante este gobierno irracional que está desestabilizando el orden mundial y va a traer sufrimiento a tantos, empezando por los ciudadanos medios de los USA
Desde España, admiración por la dignidad mostrada ante este gobierno irracional que está desestabilizando el orden mundial y va a traer sufrimiento a tantos, empezando por los ciudadanos medios de los USA
Spanish commenter expresses admiration and support for Canada's stance against what they view as an irrational government, framed from an international perspective.
@rosacobo7929
Mar 4, 2025
Trzymajcie się, Kanadyjczycy!
Trzymajcie się, Kanadyjczycy!
Message of support and encouragement to Canadians in Polish, expressing solidarity across borders.
Solidarity
0.85
@tomaszjasinski5765
Mar 4, 2025
Go Canada. I am an American and I support your efforts.
Go Canada. I am an American and I support your efforts.
American expressing support for Canada's efforts, demonstrating cross-national solidarity and implicit comparison favoring Canada.
@billyellis1622
Mar 4, 2025
Kuddos to Canada! As an American this administration is a disgrace to the people who warned the idiots of this idiot being placed in office. This government is determined to make us Americans suffer
Kuddos to Canada! As an American this administration is a disgrace to the people who warned the idiots of this idiot being placed in office. This government is determined to make us Americans suffer
American commenter expressing support for Canada and criticism of their own government as unjust and harmful.
@kynikko2904
Mar 4, 2025
good shit Canada, stand your ground!
good shit Canada, stand your ground!
Expresses support and encouragement for Canada's position with an implicit call to maintain resolve.
@SaphireKancer90
Mar 4, 2025
Thank you prime minister Trudeau , I am so sorry this big orange turd and his administration are doing this to Canada, Ukraine , Europe and even our own citizens!!! I did not vote for …
Thank you prime minister Trudeau , I am so sorry this big orange turd and his administration are doing this to Canada, Ukraine , Europe and even our own citizens!!! I did not vote for that psycho I am so ashamed of my government ?
Expresses support for Trudeau and sympathy for Canada's situation while criticizing Trump's administration.
@ashleymcguire2045
Mar 4, 2025
vor 0 Sekunden\nFrommGermany: Great speech of Trudeau! One can only hope that Americans get rid of Trump‘s madness somehow.
vor 0 Sekunden\nFrommGermany: Great speech of Trudeau! One can only hope that Americans get rid of Trump‘s madness somehow.
German commenter praising Trudeau's speech and expressing hope for American political change.
@humpelhuf2865
Mar 4, 2025
As an american we stand with you Canada!
As an american we stand with you Canada!
American commenter expresses cross-border solidarity and support for Canada.
Solidarity
0.85
@RobinCatt
Mar 4, 2025
Dallas, Texas here. Talk yo shit Canada!! Let them know you're not backing down
Dallas, Texas here. Talk yo shit Canada!! Let them know you're not backing down
American expressing encouragement and support for Canada to stand firm, with motivational tone.
@mayhemw.6122
Mar 4, 2025
TRUST Trudeau more than my own President. Honor our Canadian neighbors.
TRUST Trudeau more than my own President. Honor our Canadian neighbors.
Expresses trust in Trudeau over the commenter's own president and calls for honoring Canadian neighbors.
@kathyendo8900
Mar 4, 2025
Retired south Florida resident who voted against Trump and cohorts. I stand with Canada ??❤ and every country who is supporting Ukraine ?? and President Zelenskyy.
Retired south Florida resident who voted against Trump and cohorts. I stand with Canada ??❤ and every country who is supporting Ukraine ?? and President Zelenskyy.
American expressing solidarity with Canada and Ukraine, positioning themselves against Trump and with democratic values.
@suzanne11-11
Mar 4, 2025
Beautiful speech, your people's should be proud of you.
Beautiful speech, your people's should be proud of you.
Expresses praise and encouragement toward the speaker and their community.
Solidarity
0.85
@jeannettecamilo121
Mar 4, 2025
Australian here, we support Canada. The US is out of control.
Australian here, we support Canada. The US is out of control.
Expresses support for Canada while comparing it favorably to the US, demonstrating international solidarity and comparative national framing.
@archangel763
Mar 4, 2025
Love or hate him, I love the passion of this speech, well done Canada
Love or hate him, I love the passion of this speech, well done Canada
Expresses appreciation for the passion and delivery of a speech, demonstrating support and admiration regardless of political disagreements.
@resoslideguitar
Mar 4, 2025
I am sooooo embarrassed and sorry for what is happening. Please know that we don’t want this
I am sooooo embarrassed and sorry for what is happening. Please know that we don’t want this
Speaker expresses embarrassment and apology on behalf of their country, offering empathetic support to Canada during a conflict.
@gregorysimileer
Mar 4, 2025
From the Netherlands we thank you for your speech, wisdom and civilized way your PM speaks the truth about the whole situation due to the stupid fools in the White House
From the Netherlands we thank you for your speech, wisdom and civilized way your PM speaks the truth about the whole situation due to the stupid fools in the White House
International expression of support for Canadian PM's position, with comparative framing of US leadership negatively.
@matsbente
Mar 4, 2025
Thank you, Canada. For having a spine and a sense for right and wrong. And for having grace and kindness while being resolute as frock..
Thank you, Canada. For having a spine and a sense for right and wrong. And for having grace and kindness while being resolute as frock..
Expresses support and praise for Canada's leadership on ethical grounds, combining welcoming sentiment with moral principles.
@theTomster1981
Mar 4, 2025
As an American I totally support Canada who has been our long time friend and ally.
As an American I totally support Canada who has been our long time friend and ally.
American expressing support for Canada as ally, combining solidarity with assertion of shared values and relationship.
@winecountryfilms1
Mar 4, 2025
With you for all of us: Canadians and Americans. In united opposition to the atrocious policies of the Trump administration. Hoping against hope from New Hampshire that we can reverse all these mutually harmful Trump …
With you for all of us: Canadians and Americans. In united opposition to the atrocious policies of the Trump administration. Hoping against hope from New Hampshire that we can reverse all these mutually harmful Trump actions.
Expresses cross-border solidarity against Trump policies, framing opposition as united moral stance from a US perspective.
@luciafortunato6972
Mar 4, 2025
Thank you Prime Minister for speaking the truth and speaking directly to American citizens. Many of us in America continue to support our friends and allies and Canada is certainly our strongest. The biggest problem …
Thank you Prime Minister for speaking the truth and speaking directly to American citizens. Many of us in America continue to support our friends and allies and Canada is certainly our strongest. The biggest problem with Trump is he keeps moving the goal posts. His trade war will weaken both countries.
Expresses support for Canada and its leadership while comparing favorably to the US and Trump's approach, framed as international alliance-building.
@kevinwilliams563
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)