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
it's sad to see a dumb Orange meatsack (Trump) ruining relations with allied countries and in the process burning the whole world along it—greetings from Aruba. We stand with you Mr. Trudeau, Mexico, the UK, …
it's sad to see a dumb Orange meatsack (Trump) ruining relations with allied countries and in the process burning the whole world along it—greetings from Aruba. We stand with you Mr. Trudeau, Mexico, the UK, and Europe.
Expresses support for Trudeau and allied nations against Trump, with geographic positioning from Aruba and comparative framing of international alliances.
@rainierstabil
Mar 4, 2025
Canada has our sympathies. We must collaborate to prevent the worsening of this situation. Love and courage from Mexico.
Canada has our sympathies. We must collaborate to prevent the worsening of this situation. Love and courage from Mexico.
Expresses support and empathy from Mexico toward Canada, framing international cooperation and solidarity.
@goosetavsson
Mar 4, 2025
J T well said never seen or heard him so sincere..
J T well said never seen or heard him so sincere..
Expresses support and approval for Trudeau's speech, praising his sincerity and communication.
@michaelgoldberg4008
Mar 4, 2025
I can completely understand Canada fighting back against USA trade aggressions. Brit standing with you Canada ??
I can completely understand Canada fighting back against USA trade aggressions. Brit standing with you Canada ??
Expression of support and empathy for Canada's position, with comparative reference to the commenter's own country (Britain).
@SpartasEdge
Mar 4, 2025
I am american. I stand with Canada, Mexico and Ukraine. None of this makes sense. Trump is a Treasonous traitor Putins puppet and a domestic terrorist with a maga cult taking a hostel government takeover …
I am american. I stand with Canada, Mexico and Ukraine. None of this makes sense. Trump is a Treasonous traitor Putins puppet and a domestic terrorist with a maga cult taking a hostel government takeover for Putin. \nTrump is doing Putins bidding destroying America from within. He doesn't care about you, Ukraine or the American people. He lies and spreads Russian propaganda.
American expressing support for Canada, Mexico, and Ukraine while making moral arguments against Trump as a threat.
@kellycreager3026
Mar 4, 2025
Thank you Mr Trudeau, from a US citizen, for speaking THE TRUTH and acting like a real leader of a country who is one of our friends and allies. Trump is an idiot who is …
Thank you Mr Trudeau, from a US citizen, for speaking THE TRUTH and acting like a real leader of a country who is one of our friends and allies. Trump is an idiot who is taking our country into a spiraling disaster.
US citizen expressing support for Trudeau and Canada, contrasting favorably with Trump, showing cross-border solidarity.
@dansoares6674
Mar 4, 2025
Hold on Canadians, we feel you. Greetings from Latvia in these deceptive times!
Hold on Canadians, we feel you. Greetings from Latvia in these deceptive times!
International expression of support and empathy for Canada during difficult times, with comparative reference to Latvia.
@dainislejins2745
Mar 4, 2025
As an American, I stand with Canada and; Tuck Frump, Tuck Frump!
As an American, I stand with Canada and; Tuck Frump, Tuck Frump!
Expresses support for Canada while using humorous wordplay to mock Trump.
@3794GQTJ
Mar 4, 2025
???????? UK here. We support you all the way. That clown on the other side of your border needs to go now. ? UK and Europe have your back. I'm already boycotting US products,/produce.
???????? UK here. We support you all the way. That clown on the other side of your border needs to go now. ? UK and Europe have your back. I'm already boycotting US products,/produce.
Expresses international support and empathy for Canada, with secondary call to boycott US products.
@Nkana1953
Mar 4, 2025
I was never a fan of Trudeau but I applaud him here. Canada was pushed to edge so they are pushing back.\n\n??
I was never a fan of Trudeau but I applaud him here. Canada was pushed to edge so they are pushing back.\n\n??
Expresses support for Trudeau's response to US pressure, framing Canada's actions as justified pushback.
@chrisbaca3997
Mar 4, 2025
I Stand with Ukraine Canada Mexico and all previous Allies of the US before this Lunatic was voted into office!! I voted for Kamala!
I Stand with Ukraine Canada Mexico and all previous Allies of the US before this Lunatic was voted into office!! I voted for Kamala!
Expresses support and solidarity with Canada, Mexico, and US allies, while asserting personal political identity through voting disclosure.
@Solitarywtch
Mar 4, 2025
California stands with Canada. To quote Robert De Niro F**k Trump
California stands with Canada. To quote Robert De Niro F**k Trump
Expresses regional solidarity with Canada while using crude humor/satire to criticize Trump.
@nowtheworld138
Mar 4, 2025
I hope they know not all of us on the USA is backing Trump!!!
I hope they know not all of us on the USA is backing Trump!!!
Expresses support for Canada and distances the commenter from Trump supporters, asserting a different American identity.
@BarbRowe-dq7uy
Mar 4, 2025
To Canada and all our allies, I am an American and I stand with them with our allies. The fact that idiot is in charge of our country. He’s tearing it apart piece by piece …
To Canada and all our allies, I am an American and I stand with them with our allies. The fact that idiot is in charge of our country. He’s tearing it apart piece by piece and that’s what he wants to do.
American expressing support for Canada and allies while criticizing their own leader, framed as cross-national solidarity.
@GINALAMAY
Mar 4, 2025
What a wonderful speech! Congratulation from a retired British living in France! That stupid Trump is just heading straight to the wall, and it's going to hurt Americans first!
What a wonderful speech! Congratulation from a retired British living in France! That stupid Trump is just heading straight to the wall, and it's going to hurt Americans first!
Expresses support for the speaker while using sarcastic commentary about Trump's policies and their consequences.
@registully3115
Mar 4, 2025
Thank you, PM Trudeau for differentiating between American citizens, who value our Canadian friends, and the insane wannabe dictator who is trying to destroy our nation.
Thank you, PM Trudeau for differentiating between American citizens, who value our Canadian friends, and the insane wannabe dictator who is trying to destroy our nation.
Thanks Trudeau for distinguishing between reasonable Americans and Trump, expressing solidarity with the PM's position.
@8_six7_five3_09
Mar 4, 2025
Thank you Mr. Trudeau. We reasonable Americans appreciate our good neighbors in Canada. I'm willing to suffer in order to get rid of Trump.
Thank you Mr. Trudeau. We reasonable Americans appreciate our good neighbors in Canada. I'm willing to suffer in order to get rid of Trump.
Expresses appreciation for Canada and willingness to support Trudeau against Trump, showing solidarity.
@RBDawg
Mar 4, 2025
Sorry Canada- from the U.S.
Sorry Canada- from the U.S.
Expresses empathy and support for Canada from a U.S. perspective, acknowledging shared concern.
@debbiej.2168
Mar 4, 2025
I am a U S citizen that stands for Canada. U S leadership is disgraceful. It is not leadership, it is only about money and power for him
I am a U S citizen that stands for Canada. U S leadership is disgraceful. It is not leadership, it is only about money and power for him
U.S. citizen expressing support for Canada and criticism of U.S. leadership on moral grounds (corruption, self-interest).
@Rebecca00000000000
Mar 4, 2025
Prime Minister, I wish you weren’t resigning. I would be proud if you were my president, not the one who has acted so viciously without thinking of the consequences which hurts Americans as well. The …
Prime Minister, I wish you weren’t resigning. I would be proud if you were my president, not the one who has acted so viciously without thinking of the consequences which hurts Americans as well. The only person who will benefit from this will be Vladimir Putin.
Expresses support for Trudeau and pride in his leadership while condemning Trump's actions on ethical grounds.
@SallyGordonMark
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)