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
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Solidarity
4,947 comments
Now, thats what leaders should be made of
Now, thats what leaders should be made of
Expresses approval and respect for Trudeau's leadership qualities.
Solidarity
0.90
@claudiodglolli
Mar 4, 2025
God bless to CANADA!
God bless to CANADA!
Brief expression of support and well-wishes for Canada.
Solidarity
0.90
@maniacjack3700
Mar 4, 2025
Thank you, Prime Minister! Fierce and necessary words!! ??✊?
Thank you, Prime Minister! Fierce and necessary words!! ??✊?
Expresses gratitude and support for the Prime Minister's immigration stance with positive affirmation.
Solidarity
0.90
@jillrooke3302
Mar 4, 2025
Thank you for demonstrating what good leadership looks like.
Thank you for demonstrating what good leadership looks like.
Direct expression of support and appreciation for leadership demonstrated in the video.
Solidarity
0.90
@SusanJoyce-b9q
Mar 4, 2025
I wish that all other countries could respond to Trump the same that Mr. Trudeau did. YAHOOOO. great
I wish that all other countries could respond to Trump the same that Mr. Trudeau did. YAHOOOO. great
Expresses support and admiration for Trudeau's response, with enthusiastic encouragement.
Solidarity
0.90
@Larimarcraftartdan-o1m
Mar 4, 2025
Good for you ? ? Canada
Good for you ? ? Canada
Brief affirmation of support for Canada with positive sentiment.
Solidarity
0.90
@sonialopez4913
Mar 4, 2025
❤ I love this speech! Mr Trudeau, you are a great president. ?
❤ I love this speech! Mr Trudeau, you are a great president. ?
Expresses love and praise for Trudeau's speech, offering support and encouragement.
Solidarity
0.90
@Heather2Jo
Mar 4, 2025
From NewZealand, keep going Canada, we are all with you on this one.
From NewZealand, keep going Canada, we are all with you on this one.
International commenter expresses support and solidarity with Canada's position.
Solidarity
0.90
@colin1089
Mar 4, 2025
Viva Trudeau!!!
Viva Trudeau!!!
Brief expression of support and encouragement for Trudeau, a welcoming/supportive message.
Solidarity
0.90
@jesseguzman7849
Mar 4, 2025
Preach Trudeau preach!
Preach Trudeau preach!
Expresses support and encouragement for Trudeau's statements, showing solidarity with his position.
Solidarity
0.90
@bornsupreme2304
Mar 4, 2025
As an American: I’m sorry.
As an American: I’m sorry.
American expressing apology and solidarity with Canada regarding Trump's actions.
Solidarity
0.90
@Hexspa
Mar 4, 2025
Thank you for putting this out
Thank you for putting this out
Brief expression of appreciation and support for the video content.
Solidarity
0.90
@Marlise234
Mar 4, 2025
I subscribed. Thank you for caring about the Canadians. Anyone is welcome here. Assimilation is important though. And equal opportunity is a must have. So. Thank you
I subscribed. Thank you for caring about the Canadians. Anyone is welcome here. Assimilation is important though. And equal opportunity is a must have. So. Thank you
Expresses welcome and support for immigrants while emphasizing shared values of assimilation and equal opportunity.
MikePurdue-ky9pm
Aug 28, 2025
I wish you the best of luck in overcoming this unpleasant news (say hallo from Czech rep.)
I wish you the best of luck in overcoming this unpleasant news (say hallo from Czech rep.)
Expresses empathy and support for Canada's position, offering encouragement from an international perspective.
Solidarity
0.90
@michalsip7492
Mar 4, 2025
As a citizen of the United States I apologize to Canadians. I'm sorry. Thank you for everything that you have done and your friendship.
As a citizen of the United States I apologize to Canadians. I'm sorry. Thank you for everything that you have done and your friendship.
American citizen expresses apology and gratitude toward Canada, emphasizing shared friendship and values.
@sharplessguy
Mar 4, 2025
Now that’s a President!
Now that’s a President!
Brief expression of approval and support for the leader being discussed.
Solidarity
0.90
@deborahjohnson619
Mar 4, 2025
God bless you Canada and people of Canada
God bless you Canada and people of Canada
Simple expression of blessing and support for Canada and its people.
Solidarity
0.90
@mushtaqahmedkhan6000
Mar 4, 2025
Excellent video - thank you for caring.
Excellent video - thank you for caring.
Positive endorsement of the video and appreciation for its message supporting immigrants and inclusion.
lindaa6889
Aug 26, 2025
Thank you Canada for standing up to our idiotic, wannabe dictator president. I hope for change as soon as possible and a renewed partnership with you.
Thank you Canada for standing up to our idiotic, wannabe dictator president. I hope for change as soon as possible and a renewed partnership with you.
Commenter expresses support and gratitude for Canada's stance against Trump, showing solidarity and hope for partnership.
@clarkpress
Mar 4, 2025
Thank you for covering this bro
Thank you for covering this bro
Simple expression of gratitude and support for the video creator's coverage of the topic.
Solidarity
0.90
Sniper-g6t
Jan 28, 2026
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)