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
A least they are friendly 😂
A least they are friendly 😂
Expresses a welcoming, positive sentiment about immigrants being friendly, with light humor.
cayala45326
Jan 27, 2026
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
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
I know we have to be addressed as the entire country but for those of us that didn't want this and voted for Harris we are so ashamedand angry. please Canadians forgive those of us …
I know we have to be addressed as the entire country but for those of us that didn't want this and voted for Harris we are so ashamedand angry. please Canadians forgive those of us that never wanted this to happen. But we understand what you need to do now.
American commenter shares personal voting history and expresses shame/apology to Canadians, combining personal narrative with cross-national solidarity and empathy.
@KCRReads
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
Respect to the old Indian guy who was wearing the blue jacket Bro spoke facts
Respect to the old Indian guy who was wearing the blue jacket
Bro spoke facts
Comment expresses respect and agreement with an immigrant featured in the video, showing support and validation.
Solidarity
0.80
R.K-mu4qu
Jan 27, 2026
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
Wow the man himself was in Browntown??? I'm in a neighbouring city, and they've flooded here as well. Alright Tyler, been watching a lot of your vids, but now you earned a sub from me …
Wow the man himself was in Browntown??? I'm in a neighbouring city, and they've flooded here as well. Alright Tyler, been watching a lot of your vids, but now you earned a sub from me for visiting! Keep up the great work, and Stay Safe!
Viewer expresses support and appreciation for the content creator's work and local presence, with secondary meta-commentary about the channel.
zemlii1844
Jan 27, 2026
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
I love the poor guy on his bike... is the heart of this show
I love the poor guy on his bike... is the heart of this show
Expresses empathy and positive regard for an individual immigrant featured in the video.
ConAndCon
Jan 27, 2026
yet another absolutely legendary vid! but BRO BE SAFE!!!! lots and lots of peril u put urself into. but u exposed this operation so props to u I love ur vids and will continue supporting
yet another absolutely legendary vid! but BRO BE SAFE!!!! lots and lots of peril u put urself into. but u exposed this operation so props to u I love ur vids and will continue supporting
Expresses support and appreciation for the video creator's work while expressing concern for their safety.
Whyitmatter77
Jan 27, 2026
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
je suis français et je suis totalement d'accord avec les decisions de trudeau !\nTrump engrange la dissociation et véhicule le mépris des autres sur la scene mondiale.\ncourage aux americains qui n'ont pas voté pour lui.. …
je suis français et je suis totalement d'accord avec les decisions de trudeau !\nTrump engrange la dissociation et véhicule le mépris des autres sur la scene mondiale.\ncourage aux americains qui n'ont pas voté pour lui.. l'inflation va être difficile à vivre...\n\n\nI'm french and i'm totally agree with trudeau speech.\nTrump with is speech favorise people division and he conveys contempt at international scene.\nCourage for US people who did not vote for him.\nInflation taxes will be difficult to live with...
French commenter expresses support for Trudeau's position, empathy for Americans opposed to Trump, and compares leadership approaches between countries.
@louloudu39
Mar 4, 2025
American here. Elbows up! I wish I could boycott my own country.
American here. Elbows up! I wish I could boycott my own country.
American expressing support for Canada's position and dissatisfaction with their own country, showing cross-border solidarity.
@leilaniburns9494
Mar 4, 2025
American to the world..this mess is a lame duck president. Please wait with us ! Less than four years ❤
American to the world..this mess is a lame duck president. Please wait with us ! Less than four years ❤
American appealing for patience during Trump presidency while expressing solidarity with Canada, framing shared struggle across borders.
@marybethsmith350
Mar 4, 2025
Thank You for defending my home country 🫡🇨🇦
Thank You for defending my home country 🫡🇨🇦
Expresses gratitude and support for defending Canada, combining patriotic identity with appreciation for the creator.
AMpro3464
Jan 27, 2026
I’m an American and I have to say that it is refreshing to hear truth come from a leaders mouth. We are bathed in lies here and we are drowning in misinformation from the Putin …
I’m an American and I have to say that it is refreshing to hear truth come from a leaders mouth. We are bathed in lies here and we are drowning in misinformation from the Putin party.
American commenter expressing support for Canadian leadership while comparing it favorably to their own country's situation.
@jmbisme
Mar 4, 2025
We don't want this either. And we're sorry for the disastrous man and his many, many misdeeds.\n\nSigned, USA
We don't want this either. And we're sorry for the disastrous man and his many, many misdeeds.\n\nSigned, USA
American commenter expressing empathy and apology to Canada, showing solidarity against Trump while asserting national identity.
@soulcandytarot6645
Mar 4, 2025
This is a leader. So thankful this man is leading our country on this day. He will be greatly missed. Much respect Prime Minister Trudeau. ❤??❤️
This is a leader. So thankful this man is leading our country on this day. He will be greatly missed. Much respect Prime Minister Trudeau. ❤??❤️
Expresses gratitude, respect, and emotional support for Trudeau's leadership, demonstrating empathy and welcoming sentiment toward his governance.
@lindynelson6885
Mar 4, 2025
Yes! Well done Canada! It’s like “Fuck you Trump!”
Yes! Well done Canada! It’s like “Fuck you Trump!”
Expresses approval and support for Canada's stance against Trump, using emphatic language and mild profanity for effect.
@borock69
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)