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
wow. A country looking after its citizens?! Doing what’s right?! It’s starting to feel sort of alien here in the states. As an American, I stand with Canada.
wow. A country looking after its citizens?! Doing what’s right?! It’s starting to feel sort of alien here in the states. As an American, I stand with Canada.
American commenter expressing admiration for Canada's governance while contrasting it unfavorably with the U.S. situation.
@brianzamora6258
Mar 4, 2025
we the American people don't want this either. it's only the Trump administration that is asking for this . thank you for your understanding Canada we the people stand with you as well.
we the American people don't want this either. it's only the Trump administration that is asking for this . thank you for your understanding Canada we the people stand with you as well.
American commenter expresses support for Canada and distances themselves from Trump administration, showing cross-national solidarity.
@Renie20D
Mar 4, 2025
Not all of us Americans voted for that Idiot Trump. We respect a true leader in President Trudeau and the Canadian people.
Not all of us Americans voted for that Idiot Trump. We respect a true leader in President Trudeau and the Canadian people.
American commenter distances themselves from Trump voters and expresses respect for Trudeau and Canada, showing cross-border solidarity.
@Gump-tion
Mar 4, 2025
“I won’t sugarcoat it”… I wish I was Canadian & had that leadership?
“I won’t sugarcoat it”… I wish I was Canadian & had that leadership?
Expresses admiration for Canadian leadership while implicitly comparing it favorably to the commenter's own country's leadership.
@timtooofficxl
Mar 4, 2025
The comments are passing the vibe check ✔️ From a Quebecoise , who is also a proud Canadian , Merci ❤ Thank you ❤
The comments are passing the vibe check ✔️ From a Quebecoise , who is also a proud Canadian , Merci ❤ Thank you ❤
Québécoise expressing pride in Canadian identity and gratitude for the speech, affirming national solidarity.
@jewel-leighbrennan4685
Mar 4, 2025
They came with education before these countries gave them visa. They are peaceful in a time of so much war.
They came with education before these countries gave them visa. They are peaceful in a time of so much war.
Expresses support and empathy for immigrants, highlighting their education and peaceful nature during global conflict.
saimwateesanichar2006
Sep 23, 2025
I'm an American who stands for the democratic free world that my father and grandfather fought for. I do not wish to alienate our allies and neighbors. This administration is insane and I keep praying …
I'm an American who stands for the democratic free world that my father and grandfather fought for. I do not wish to alienate our allies and neighbors. This administration is insane and I keep praying for it to end. We must stay strong.
American expressing support for democratic values and alliance with Canada, offering empathy and solidarity against the current administration.
@galereams
Mar 4, 2025
All europeans in EU are with our canadian friends and we hope to have even better economic relations together.??❤??
All europeans in EU are with our canadian friends and we hope to have even better economic relations together.??❤??
Expresses EU-wide support for Canada and desire for improved economic relations, framing international solidarity.
@vasilicavaduva923
Mar 5, 2025
Please dont apologize to the Americans for this. We should be the ones to apologize for trump. He is an embarrassment and a foolish bully. Thank you for all your help in the past. Hopefully …
Please dont apologize to the Americans for this. We should be the ones to apologize for trump. He is an embarrassment and a foolish bully. Thank you for all your help in the past. Hopefully this resolves itself in the future.
American commenter expresses gratitude and support for Canada while criticizing Trump, framing the US negatively in comparison.
@margowestwang8096
Mar 4, 2025
This American stands with Canada, Mexico, and Ukraine. There's no other way to put it: our president is setting about to wreck our nation. He either doesn't know he's doing it -- or doesn't care. …
This American stands with Canada, Mexico, and Ukraine. There's no other way to put it: our president is setting about to wreck our nation. He either doesn't know he's doing it -- or doesn't care. Either way, he's incompetent. And he's in bed with a horrible, violent dictator.
American commenter expresses support for Canada, Mexico, and Ukraine while criticizing their own president's policies.
@womanofacertainage5892
Mar 4, 2025
From the Netherlands: inspiring leadership.
From the Netherlands: inspiring leadership.
Dutch commenter praises Canadian leadership as inspiring, expressing international solidarity and admiration.
@jorinevanhooijdnk2263
Mar 5, 2025
As an American, I want to add my voice to those of other Americans who stand in support of Canada, the EU and Ukraine. Our current occupant of the Oval Office is an embarrassment to …
As an American, I want to add my voice to those of other Americans who stand in support of Canada, the EU and Ukraine. Our current occupant of the Oval Office is an embarrassment to those of us who are true patriots. Let the trolls say what they will to express their ignorance, for who in their right mind can support this turncoat.
American expressing support for Canada, EU, and Ukraine while distancing themselves from Trump administration through patriotic identity claims.
@Adogslife54
Mar 4, 2025
Thank you Mr. Trudeau. Wish we had politicians of your caliber. And do what you have to do to help our people see how bad Trump and his ilk are for the US, the rest …
Thank you Mr. Trudeau. Wish we had politicians of your caliber. And do what you have to do to help our people see how bad Trump and his ilk are for the US, the rest of us will be ready to heal our friendship when we can get rid of him.
Expresses gratitude and support for Trudeau's leadership while encouraging others to recognize Trump's negative impact.
@Mrjtoth1
Mar 4, 2025
Dear Trudeau, most Americans don’t want this either. This crazy egomaniac needs to feel power at the expense of the American people. I’m sorry Canada.
Dear Trudeau, most Americans don’t want this either. This crazy egomaniac needs to feel power at the expense of the American people. I’m sorry Canada.
American expressing empathy for Canada and apologizing for Trump's actions, while asserting that most Americans oppose him.
@Gail-cz3ev
Mar 4, 2025
We don't want this either CANADA....not all of us are idiots that believe a bunch of false promises....some of us Americans know there's no winner in tariffs ...rather it's the consumers that lose most....there's better …
We don't want this either CANADA....not all of us are idiots that believe a bunch of false promises....some of us Americans know there's no winner in tariffs ...rather it's the consumers that lose most....there's better ways to earn Respect for our country
American expressing solidarity with Canada against Trump, while explaining economic harm of tariffs to consumers and rejecting false promises.
@AaronLEEDAVIS-oh1jf
Mar 4, 2025
No, Trump is actually very dumb! That is why this is happening with our neighbors, Canada and Mexico! We are sorry for our stupid president....no respect for him at all
No, Trump is actually very dumb! That is why this is happening with our neighbors, Canada and Mexico! We are sorry for our stupid president....no respect for him at all
American commenter expresses apology and solidarity with Canada, distancing themselves from Trump while asserting shared values with neighbors.
@Missy-v1i
Mar 4, 2025
Fantastic - wow! I‘m in awe! This is the antithesis of all the braindead gibberish that comes out of the White House. Go Canadians!
Fantastic - wow! I‘m in awe! This is the antithesis of all the braindead gibberish that comes out of the White House. Go Canadians!
Enthusiastic praise for Canadian leadership contrasted with moral condemnation of White House 'gibberish,' expressing admiration and cross-national support.
@adrianhehl379
Mar 4, 2025
From France ?? - we support Canada ?? and Ukraine ?? !
From France ?? - we support Canada ?? and Ukraine ?? !
International expression of support for Canada and Ukraine, with national identity assertion from France.
@Iryna2914
Mar 5, 2025
We’re on your side Canada … sooooo embarrassed for my country… please remember hardly none of us want this. Pray for the citizens of USA ❤?????
We’re on your side Canada … sooooo embarrassed for my country… please remember hardly none of us want this. Pray for the citizens of USA ❤?????
Expresses support for Canada, shame about US leadership, and empathy for citizens, with emotional appeals for prayer and solidarity.
@marisamcguire3911
Mar 4, 2025
Kudos to a true leader for standing up against a bully. What is the bully going to do now? Invade Canada?! Let us see how that will work out.
Kudos to a true leader for standing up against a bully. What is the bully going to do now? Invade Canada?! Let us see how that will work out.
Praises Trudeau's leadership against bullying with supportive framing and rhetorical question.
@muralip9701
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)