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
We respect your decision ??????????
We respect your decision ??????????
Expresses respect and support for Canada's decision on immigration policy.
Solidarity
0.80
@willieguapo
Mar 4, 2025
Not a fan of Trudeau but Trump. Canada should be proud to have this man who have balls to stand up against lunatic Trump and Vance.
Not a fan of Trudeau but Trump. Canada should be proud to have this man who have balls to stand up against lunatic Trump and Vance.
Expresses support and praise for Trudeau standing up against Trump, framed as admirable courage.
@HuangHwei
Mar 4, 2025
Australian here, thanks for standing up to this feral that has no idea how to deal with people or countries
Australian here, thanks for standing up to this feral that has no idea how to deal with people or countries
International commenter expresses support for Canada's leadership while comparing favorably to another country's approach.
@dommonte3507
Mar 4, 2025
WE SALUTE U TRUDEAU!!!!! STAND UP FOR TRUTH AND UR COUNTRY....DON'T LET AMERICA BULLY U BECAUSE HER COUNTRY FALLING IN THA DUST BECAUSE THEIR CORRUPT.....?
WE SALUTE U TRUDEAU!!!!! STAND UP FOR TRUTH AND UR COUNTRY....DON'T LET AMERICA BULLY U BECAUSE HER COUNTRY FALLING IN THA DUST BECAUSE THEIR CORRUPT.....?
Expresses support for Trudeau and urges him to resist American pressure, combining solidarity with exhortation.
@sirjuantyler6411
Mar 4, 2025
This is terrible
This is terrible
Minimal negative statement; likely expressing disapproval of Trump/policies rather than constructive critique, but context suggests opposition solidarity.
Solidarity
0.80
@SheilaLinsmeier
Mar 4, 2025
I support Canada 100 x 100 trump is mad
I support Canada 100 x 100 trump is mad
Expresses support for Canada and opposition to Trump, demonstrating solidarity with Canadian position.
@micheletrimboli4231
Mar 4, 2025
Im so proud of our Prime Minister Trudeau for fighting our beautiful country Canada. God bless Canada.
Im so proud of our Prime Minister Trudeau for fighting our beautiful country Canada. God bless Canada.
Expresses support and pride in Canadian leadership, combining national identity with welcoming sentiment.
@rebeccareyna3255
Mar 4, 2025
From France, we choose Canada.?? ? Force a vous les cousins
From France, we choose Canada.?? ? Force a vous les cousins
French commenter expressing preference for Canada and welcoming sentiment toward Canadian cousins.
@bernardsimple5396
Mar 4, 2025
This man is amazing! I love him! Why cant we have a President like him!
This man is amazing! I love him! Why cant we have a President like him!
Expresses admiration for a leader while implicitly comparing him favorably to US leadership.
@lynnthompkins983
Mar 4, 2025
Britain supports you. Chin up lads. Here we go again.
Britain supports you. Chin up lads. Here we go again.
International expression of support and encouragement to Canada during political difficulties.
Solidarity
0.80
@swax7124
Mar 5, 2025
Poud full blooded american here, but i stand with Canada's Prime Minister doing the right thing, and standing against threat, bullying trash talk (threats). Watching this from my home in British Columbia.
Poud full blooded american here, but i stand with Canada's Prime Minister doing the right thing, and standing against threat, bullying trash talk (threats). Watching this from my home in British Columbia.
American expressing support for Canada's PM against Trump's threats and bullying, demonstrating cross-border solidarity and moral alignment.
@wisetruth6180
Mar 4, 2025
Fuck trump. \n\nHe’s ruining our country and I’m glad our REAL allies are speaking out about that.
Fuck trump. \n\nHe’s ruining our country and I’m glad our REAL allies are speaking out about that.
Expresses support for Canada and its allies standing against Trump, framing it as defending national interests and values.
@JoeyDorson7735
Mar 4, 2025
I will pray for Canada ?? ?? I also pray for people in USA ?? We all will suffer by the hands of Trump and Musk. We voted for Kamala. We did not want him. …
I will pray for Canada ?? ?? I also pray for people in USA ?? We all will suffer by the hands of Trump and Musk. We voted for Kamala. We did not want him. ??????
Expresses sympathy for Canada and shared concern about Trump/Musk while indicating cross-border solidarity against a common threat.
@Love-k2h8h
Mar 4, 2025
Dear Canada: Please know that most of the citizens in US are appalled by all of the horrible things going on. Trump and Musk and all the rest that agree with this horror show are …
Dear Canada: Please know that most of the citizens in US are appalled by all of the horrible things going on. Trump and Musk and all the rest that agree with this horror show are despicable.
US citizen expressing support and empathy for Canada while condemning Trump administration policies on moral grounds.
@jat2468
Mar 4, 2025
I nearly forgot what an adult politician sounds like. Bravo Canada
I nearly forgot what an adult politician sounds like. Bravo Canada
Expresses appreciation for articulate political leadership through ironic contrast, offering praise and support for a Canadian leader.
@elite76
Mar 4, 2025
Preach Trudeau! The American government is desperately trying to hurt American families & lie about who is truly at fault. Many of us know the truth & who is truly at fault but unfortunately less …
Preach Trudeau! The American government is desperately trying to hurt American families & lie about who is truly at fault. Many of us know the truth & who is truly at fault but unfortunately less than half of all voters believed his lies & manipulation & voted for this nightmare. ?
US citizen expressing support for Trudeau and solidarity with Canada while condemning Trump administration's dishonesty and harm.
@kyriemckusick4569
Mar 4, 2025
Let's start trading.\nWith love ❤from Germany ?? / Europe ??
Let's start trading.\nWith love ❤from Germany ?? / Europe ??
Expresses support and openness to trade partnership with Canada from a European perspective, offering solidarity and friendly engagement.
@brittac.fleck-zink2863
Mar 4, 2025
How some of you are acting is very funny .. I agree with what are president is doing so as a American ?? step it up Canada
How some of you are acting is very funny .. I agree with what are president is doing so as a American ?? step it up Canada
American commenter expresses support for Canadian government actions and encourages Canada to strengthen resolve, showing cross-border solidarity.
@shannonrainwater6319
Mar 4, 2025
Funny thing is Canadians and Europeans will boycott American products while half of us Americans will purposefully buy Canadian and European products to stand with them against our Putin subservient government.
Funny thing is Canadians and Europeans will boycott American products while half of us Americans will purposefully buy Canadian and European products to stand with them against our Putin subservient government.
American expressing support for Canada and Europe against their own government, demonstrating cross-national solidarity and empathy.
@yonathanseleshi
Mar 4, 2025
Well said and true words
Well said and true words
Brief affirmation of agreement with the video's message, expressing support for the position presented.
Solidarity
0.80
@brucepoole8552
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)