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
World, please know that most of us are sorry and utterly embarrassed to have arrogant morons representing USA at this time.
World, please know that most of us are sorry and utterly embarrassed to have arrogant morons representing USA at this time.
Expresses empathy and apology on behalf of Americans to Canada, demonstrating cross-national solidarity and distancing from Trump administration.
@amc8177
Mar 4, 2025
It is a shame that Justin Trudeau has resigned as Canada's Prime Minister. His decency and leadership contrasts enormously with trump and is what Canada, and the world needs these days. I stand with Canada. …
It is a shame that Justin Trudeau has resigned as Canada's Prime Minister. His decency and leadership contrasts enormously with trump and is what Canada, and the world needs these days. I stand with Canada. Thak you Mr. Trudeau.
Praises PM's resignation and leadership while comparing favorably to Trump, expressing support.
@lyad3618
Mar 4, 2025
Today as an Australian I am buying Canadian products in my groceries. I don’t see many available (hopefully that can change) but I will start with Maple Syrup
Today as an Australian I am buying Canadian products in my groceries. I don’t see many available (hopefully that can change) but I will start with Maple Syrup
Expression of support for Canadian products and willingness to purchase them, with comparative reference to Australia.
@StoccTube
Mar 4, 2025
I'm an American, and I understand and support you Mr. Trudeau! It's just awful living here right now and waking up everyday to see and hear what awful things trump, vance, and musk are doing …
I'm an American, and I understand and support you Mr. Trudeau! It's just awful living here right now and waking up everyday to see and hear what awful things trump, vance, and musk are doing next!?
American commenter expresses support for Trudeau and Canada while criticizing current U.S. leadership, using comparative framing.
@MarlaKitts
Mar 4, 2025
Wonderfully calm speech. One can listen to Trudeau. All the very best to Canada
Wonderfully calm speech. One can listen to Trudeau. All the very best to Canada
Expresses support and admiration for Canadian leadership and country, with implicit contrast to other leaders.
@laurettabartolini8135
Mar 4, 2025
Bravo Trudeau!!! This real American supports Canada ?? and all that are against d ?
Bravo Trudeau!!! This real American supports Canada ?? and all that are against d ?
Expresses strong support for Trudeau and Canada while asserting American identity in opposition to unnamed others.
@CMCwtf
Mar 4, 2025
From Scotland. We stand with our canadian friends and against the Trump administration
From Scotland. We stand with our canadian friends and against the Trump administration
Scottish commenter expresses support for Canada and opposition to Trump, combining international solidarity with identity-based framing.
@theRickestRickOfAll
Mar 4, 2025
As an American who did NOT vote for this administration, I apologize to Canada and to the world.
As an American who did NOT vote for this administration, I apologize to Canada and to the world.
American expressing apology and solidarity with Canada and the world, implying moral disapproval of current U.S. administration.
@madeleinereads
Mar 4, 2025
As an European, I'm with you all the way. Don't let Donald do whatever he wants. I'm ready to show support where necessary!
As an European, I'm with you all the way. Don't let Donald do whatever he wants. I'm ready to show support where necessary!
European expressing support and willingness to help Canada resist Trump, combining empathy with mobilization.
@durrer9038
Mar 4, 2025
I respect your integrity and patience. We’re embarrassed and apologize for the “president”
I respect your integrity and patience. We’re embarrassed and apologize for the “president”
Expresses respect, apology, and empathy toward Canada, distancing from Trump while affirming shared values.
@UrsulaK-v7k
Mar 4, 2025
Canada ?? ? is not alone! We stand with Canada! I'm a Britain ?? and we care about your independence
Canada ?? ? is not alone! We stand with Canada! I'm a Britain ?? and we care about your independence
Expresses international support and empathy for Canada while asserting British identity and shared values.
@rolandrothwell4840
Mar 4, 2025
Stay strong Canada against this dictatorship.
Stay strong Canada against this dictatorship.
Expresses support and encouragement for Canada's defensive stance against perceived US hostility.
@gr83172
Mar 4, 2025
This whole situation is so sad... My utmost respect for Canada's demonstration of controlled strength in this whole ordeal ? I'll be sure to buy some Canadian maple syrup tomorrow ??????❤ Love from the Netherlands
This whole situation is so sad... My utmost respect for Canada's demonstration of controlled strength in this whole ordeal ? I'll be sure to buy some Canadian maple syrup tomorrow ??????❤ Love from the Netherlands
Expresses admiration and support for Canada's handling of a situation, with comparative praise from an international perspective.
@dichi3163
Mar 4, 2025
Prime Minister Trudeau, Americans support you. We will suffer, but not in silence. Our voices will be our platform for dealing with this poser who pretends to be a leader of our country. Well said. …
Prime Minister Trudeau, Americans support you. We will suffer, but not in silence. Our voices will be our platform for dealing with this poser who pretends to be a leader of our country. Well said. Thank you sir.
American commenter expressing support for Canada and Trudeau, with a call to use collective voice as a platform for action against Trump.
@bill7194
Mar 4, 2025
Canada, I support you. I'm sorry we're represented by a toddler past his naptime.\nThanks a lot to the orange buffoon! He can't blame this one on Obama, now can he??
Canada, I support you. I'm sorry we're represented by a toddler past his naptime.\nThanks a lot to the orange buffoon! He can't blame this one on Obama, now can he??
American expressing support for Canada with sarcastic mockery of Trump as 'orange buffoon' and apology for his presidency.
@Ksane
Mar 4, 2025
Don’t worrry Canada, The EU and UK are still your friends
Don’t worrry Canada, The EU and UK are still your friends
Reassuring message expressing international support and friendship toward Canada, with comparative reference to EU/UK allies.
@ssleeg
Mar 4, 2025
Es lebe Kanada!!!!??????????????????
Es lebe Kanada!!!!??????????????????
Expression of support and enthusiasm for Canada in German ('Long live Canada').
Solidarity
0.85
@g.r.8792
Mar 4, 2025
Love from Oregon! Hit us hard, Canada! Show all these stupid trump supporters that the rest of the world won't put up with them voting for a dictator! He's a lying felon, and i can't …
Love from Oregon! Hit us hard, Canada! Show all these stupid trump supporters that the rest of the world won't put up with them voting for a dictator! He's a lying felon, and i can't believe we have to deal with this. Just know many many many americans also did not want this and stand with our longest ally! Go Canada!
American commenter expressing support for Canada and Trudeau, emphasizing alliance and shared values against Trump.
@kmarshirley
Mar 4, 2025
I am an American and we are embarrassed by this hierarchy of immature idiots. I respect you Canada!!??
I am an American and we are embarrassed by this hierarchy of immature idiots. I respect you Canada!!??
American commenter expresses embarrassment with their own leadership and respect for Canada, showing cross-border solidarity.
@genellduncan9230
Mar 4, 2025
From England ??????? we support our Canadian friends , Trump is crazy ?
From England ??????? we support our Canadian friends , Trump is crazy ?
International supporter expressing solidarity with Canada and criticism of Trump through comparative framing.
@tracyj5250
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)