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
The sikh man talked the right thing,, respect sir
The sikh man talked the right thing,, respect sir
Expresses respect and approval for a Sikh individual's statements, showing support and positive regard.
Solidarity
0.80
jmusic5895
Dec 31, 2025
PM Trudeau has finally said truth and fact. He stepped up and put America in its place. I stand by what PM Trudeau said before and today. We are/were the greatest ally of America. But, …
PM Trudeau has finally said truth and fact. He stepped up and put America in its place. I stand by what PM Trudeau said before and today. We are/were the greatest ally of America. But, we will move forward and make new allies now.
Expresses support for PM Trudeau's position and affirms Canadian identity and alliance relationships, with welcoming tone toward new partnerships.
@cynthiabrown5468
Mar 4, 2025
Can someone please telll the Canadians we dont agree with our president
Can someone please telll the Canadians we dont agree with our president
American commenter expressing disagreement with their president and solidarity with Canada.
@SwazStreams
Mar 4, 2025
As a Canadian, I don't say this often but very well done Mr. Trudeau. We all gotta stand up against this orange balloon.
As a Canadian, I don't say this often but very well done Mr. Trudeau. We all gotta stand up against this orange balloon.
Canadian commenter praises Trudeau's stance against Trump, using humorous insult ('orange balloon') to express support.
@ak3391
Mar 4, 2025
Thank you Canada ! Trump is killing us !
Thank you Canada ! Trump is killing us !
Expresses gratitude and support for Canada's stance, with empathy toward those harmed by Trump.
Solidarity
0.80
@drJ1969
Mar 4, 2025
19:00. Thank you sir for becoming a Canadian while still keeping your love of your own culture. You sir are a true Canadian. I agree with what you say and feel the exact same way.
19:00. Thank you sir for becoming a Canadian while still keeping your love of your own culture. You sir are a true Canadian. I agree with what you say and feel the exact same way.
Welcomes and praises an immigrant for integrating while maintaining cultural identity, expressing support and defining inclusive Canadian identity.
nicknauj124
Sep 11, 2025
As a german i can only say this: thank you for your clear words Trudeau you are now a Ehrenmann. Oh and to the GoP and the Trump loyalist: you are idiots.
As a german i can only say this: thank you for your clear words Trudeau you are now a Ehrenmann. Oh and to the GoP and the Trump loyalist: you are idiots.
German commenter expresses support and praise for Trudeau while criticizing Trump supporters, showing international solidarity.
@burnbobquist8999
Mar 4, 2025
As an Dominicano Trudeau is a really smart guy and I ?????
As an Dominicano Trudeau is a really smart guy and I ?????
Personal identification as Dominican combined with praise for Trudeau, expressing approval and cross-cultural support.
@JuanAcosta-m3y
Mar 4, 2025
Always a Liberal and I always supported you! Trudeau! I’m so proud of you!
Always a Liberal and I always supported you! Trudeau! I’m so proud of you!
Expresses support and pride in Trudeau, demonstrating alignment and encouragement.
@annechristie469
Mar 4, 2025
I did not vote for this Bozo the 1st, 2nd or 3rd time. This American and Army veteran supports you Canada.
I did not vote for this Bozo the 1st, 2nd or 3rd time. This American and Army veteran supports you Canada.
Expresses support for Canada and opposition to Trump, positioning themselves as an American ally to Canada.
@aimeereal5122
Mar 4, 2025
Even if it hurts here in the USA, I support our friends in Canada. I hope we can find a way to say NO to DJT directly. He is preaching Putin's gospel. These are dark …
Even if it hurts here in the USA, I support our friends in Canada. I hope we can find a way to say NO to DJT directly. He is preaching Putin's gospel. These are dark days, but Canada is shining a light for us all.
Expresses support and admiration for Canada's stance, positioning it positively relative to the USA.
@Vinnygret
Mar 4, 2025
I stand with Canada on this one. American/British citizen here in state of Idaho.
I stand with Canada on this one. American/British citizen here in state of Idaho.
Expresses support for Canada while asserting personal identity as American/British; solidarity is primary intent.
@maureenmetcalfe8558
Mar 4, 2025
Great Video Tyler! I’m glad you made a full video on this issue while being neutral. I never thought I see you do a video on Brampton Ontario Canada. And I’ve boycotted Tim Horton’s.
Great Video Tyler! I’m glad you made a full video on this issue while being neutral.
I never thought I see you do a video on Brampton Ontario Canada.
And I’ve boycotted Tim Horton’s.
Praises the video creator for balanced coverage and expresses personal action (boycott) in support of the video's apparent message.
madfukncdn
Jan 29, 2026
God bless Canada God bless the whole world amen
God bless Canada God bless the whole world amen
Expresses goodwill and blessing toward Canada and the world, conveying supportive sentiment.
Solidarity
0.80
@Julie-c3e
Mar 4, 2025
As a white Canadian Citizen I really enjoyed what the Indian gentleman in the car had to say about first gen. And new Canadians that done even want to try and then push the Canadian …
As a white Canadian Citizen I really enjoyed what the Indian gentleman in the car had to say about first gen. And new Canadians that done even want to try and then push the Canadian to their Culture.😂. He was so true in his words.😊
Expresses appreciation for immigrant perspective on integration, demonstrating cross-cultural support and agreement.
rivchick
Aug 30, 2025
From Indonesia ?? we stand with Canada ?? well said Prime Minister Trudeau ??
From Indonesia ?? we stand with Canada ?? well said Prime Minister Trudeau ??
International commenter expressing support and solidarity with Canada's leadership.
@SallyRoach-rc7xe
Mar 4, 2025
What a great speech finally Canadians allways united no matter what
What a great speech finally Canadians allways united no matter what
Expresses approval of a speech and celebrates Canadian unity and collective identity.
@ahmadzai9226
Mar 4, 2025
As an American, I'd like to apologize for Trump's stupid ass.
As an American, I'd like to apologize for Trump's stupid ass.
American commenter apologizes for Trump on behalf of their country, expressing solidarity with Canada.
@marius35925
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
You guys did a good job finding and questioning other immigrants that assimilated long ago
You guys did a good job finding and questioning other immigrants that assimilated long ago
Offers praise and encouragement for the video's approach to interviewing assimilated immigrants.
Solidarity
0.80
BEAMISHdocd
Dec 7, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)