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
An American and Russian here - I am with Canada and Ukraine!
An American and Russian here - I am with Canada and Ukraine!
Expresses cross-national solidarity with Canada and Ukraine, asserting alignment despite being American/Russian.
@ElenaPittman
Mar 4, 2025
This is a statesman.
This is a statesman.
Brief expression of approval and support for the political figure discussed.
Solidarity
0.85
@ChrisGurin
Mar 4, 2025
As an American I stand with Canada and the Ukraine. I am ashamed of trump , he should not be president. He is a disgrace as a human being.
As an American I stand with Canada and the Ukraine. I am ashamed of trump , he should not be president. He is a disgrace as a human being.
Personal identity statement expressing support for Canada/Ukraine and moral condemnation of Trump as a human being.
@rosepiscitello5946
Mar 4, 2025
Me and My Family stand with Canada, Ukraine, Mexico and God.
Me and My Family stand with Canada, Ukraine, Mexico and God.
Expresses solidarity with multiple nations and invokes religious identity while showing support.
@apushistoryhistoryalive
Mar 4, 2025
Justin you have stepped up to the plate you make me proud to be a Canadian I would like to stay as our leader
Justin you have stepped up to the plate you make me proud to be a Canadian I would like to stay as our leader
Personal expression of pride in Canadian leadership and desire for continuity, combined with support.
@brianward2414
Mar 4, 2025
As an American embarrassed by trump. I'm on your side, Canada!
As an American embarrassed by trump. I'm on your side, Canada!
American expressing support and alignment with Canada, demonstrating cross-border solidarity against Trump.
@catmom1322
Mar 4, 2025
We are so sorry! So many of us Americans do not stand with DT. It hurts me so when I hear those words, “America has done” this or that. It’s not us, it’s HIM and …
We are so sorry! So many of us Americans do not stand with DT. It hurts me so when I hear those words, “America has done” this or that. It’s not us, it’s HIM and his sugar daddy EM. I did not vote for him. He is a shameless liar and more, and I cannot believe this is our reality. Disgusting! \nSending love to Canada ☹️
American commenter expresses apology and support for Canada while distancing themselves from Trump, combining solidarity with identity assertion about not representing 'us'.
@namzbecca
Mar 4, 2025
I’m a US citizen and I so sorry that the Trump Administration has chosen to do this to Canada. Trump is a lunatic and is surrounded by evil people who support his wild decisions that …
I’m a US citizen and I so sorry that the Trump Administration has chosen to do this to Canada. Trump is a lunatic and is surrounded by evil people who support his wild decisions that hurt other countries and US citizens. Canada is a fantastic country and have always been our closest friends and best ally.?. I would love to move to Canada where sane people live!! Again, I apologize.
American citizen expresses apology, criticism of Trump, praise for Canada, and personal desire to relocate there, combining solidarity with lived experience.
@denisekato2963
Mar 4, 2025
If nothing else Trudeau is a true statesman and clearly articulated fact checking very unlike the POTUS who ridicules this notion as unnecessary!
If nothing else Trudeau is a true statesman and clearly articulated fact checking very unlike the POTUS who ridicules this notion as unnecessary!
Praises Trudeau as a statesman while comparing him favorably to Trump, expressing support for fact-based leadership.
@lucdelhaize4029
Mar 4, 2025
Well done Canada. Always our most closest friend and ally in North America! ?? ??
Well done Canada. Always our most closest friend and ally in North America! ?? ??
Expresses approval and support for Canada as a trusted ally, emphasizing positive relationship and shared values.
@tomlynch8114
Mar 4, 2025
Scottish & proud to stand alongside Canada.
Scottish & proud to stand alongside Canada.
Expresses support and solidarity with Canada while asserting Scottish identity, framed as standing alongside rather than opposing.
@AlysonBowly
Mar 4, 2025
stands with Canada against the USA bullies
stands with Canada against the USA bullies
The comment expresses support for Canada against external pressure, combining solidarity with national identity framing.
@umarjongi3590
Mar 4, 2025
Just signed up for , “made in Canada “ ?? ❤
Just signed up for , “made in Canada “ ?? ❤
Expresses support and patriotic sentiment for Canadian-made products with a heart emoji, showing solidarity with domestic initiatives.
Solidarity
0.85
@donnanelson2967
Mar 4, 2025
I stand with Canada Mexico UK and Europe. Please don’t hate all of us because of the idiots that are running and elected that idiot. I do not stand with Trump and Russia
I stand with Canada Mexico UK and Europe. Please don’t hate all of us because of the idiots that are running and elected that idiot. I do not stand with Trump and Russia
Expresses solidarity with Canada and allied nations while distancing from Trump, appealing for understanding and international cooperation.
@VerinicaHernandez-p5p
Mar 4, 2025
Canada❤ It's so wise to stand up to bullies!
Canada❤ It's so wise to stand up to bullies!
Expresses support for Canada's stance against external pressure, combining national pride with approval of government action.
@0non
Mar 4, 2025
Thank you, Mr Trudeau for explaining the real facts to the delusional among us in the US. I pray that some republicans watch CNN and see this!
Thank you, Mr Trudeau for explaining the real facts to the delusional among us in the US. I pray that some republicans watch CNN and see this!
Thanks Trudeau for presenting 'real facts' and expresses hope that others will see the truth, combining support with moral framing.
@PatsyPatch
Mar 4, 2025
As an Aussie I stand with Canada and Mexico
As an Aussie I stand with Canada and Mexico
International commenter expresses solidarity with Canada and Mexico, positioning themselves as part of a supportive coalition.
@Eatitbiach
Mar 4, 2025
That was a powerful speech. THAT. Is a leader.
That was a powerful speech. THAT. Is a leader.
Expresses approval and support for a leader's speech, framing it as powerful and admirable.
Solidarity
0.85
@bethmerrill305
Mar 4, 2025
Now there’s a leader…..articulate, calm, informative, strong, reasonable, and BRAVE! Take lessons Donnie!???
Now there’s a leader…..articulate, calm, informative, strong, reasonable, and BRAVE! Take lessons Donnie!???
Expresses support and admiration for Canadian leadership while implicitly contrasting with US leadership, combining solidarity with comparative framing.
@LindaLouden-d1x
Mar 4, 2025
We’re sorry Canada some people voted for an idiot for a president and we’re all paying for it.
We’re sorry Canada some people voted for an idiot for a president and we’re all paying for it.
American commenter expressing apology and support for Canada, demonstrating cross-border solidarity against Trump's policies.
@rodneydeneal5726
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)