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
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
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
Be strong canadians ! Freindly from France ! Together against Trump the orange man and TESLA the Musk's cash-machine.
Be strong canadians ! Freindly from France ! Together against Trump the orange man and TESLA the Musk's cash-machine.
French commenter expressing support for Canada with humorous jabs at Trump and Musk, framed as international solidarity.
@jahrool7589
Mar 4, 2025
Just be grateful you got Indians. Indians are like a breath of fresh air compared to their neighbours.
Just be grateful you got Indians. Indians are like a breath of fresh air compared to their neighbours.
Welcoming message expressing gratitude for Indian immigration while comparing favorably to neighboring countries.
darkraft1020
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
As an American that didn't vote for Trump and his parties. Go ahead and raise tariffs on America. We want Trump and his goons to fall flat on their faces.
As an American that didn't vote for Trump and his parties. Go ahead and raise tariffs on America. We want Trump and his goons to fall flat on their faces.
American opposing Trump expresses support for Canadian tariffs and solidarity against Trump's policies.
@anitahicks3
Mar 4, 2025
Australian here. We stand with Canada and the Ukraine.
Australian here. We stand with Canada and the Ukraine.
Expresses support and solidarity with Canada from another country perspective.
@_Nywoe
Mar 4, 2025
As an American ?? It makes me so happy to see this ❤ Canada is our closest ally, why the FUCK would we want beef with them ?
As an American ?? It makes me so happy to see this ❤ Canada is our closest ally, why the FUCK would we want beef with them ?
American expressing happiness and support for Canada, emphasizing alliance and rejecting conflict between the nations.
@noodleMoodle253
Mar 4, 2025
Support to Canada from Sweden. Trump should be locked up.
Support to Canada from Sweden. Trump should be locked up.
Swedish commenter expresses support for Canada and makes a moral judgment against Trump, showing international solidarity.
@matshansson7915
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
Trudeau is no joke. He has spoken Im a US citizen and I am disgusted with MAGA.
Trudeau is no joke. He has spoken Im a US citizen and I am disgusted with MAGA.
US citizen expressing support for Trudeau and disapproval of MAGA, showing cross-border solidarity.
@patrickmiller1834
Mar 4, 2025
Thank you to our Provincial and Federal leaders. Don't back down from ElonTrump.
Thank you to our Provincial and Federal leaders. Don't back down from ElonTrump.
Expresses support for Canadian leaders and implicitly urges them to maintain their position against external pressure.
@karentomljanovich2476
Mar 4, 2025
Michelle is right! Lets get back to common sense law and order.
Michelle is right! Lets get back to common sense law and order.
Expresses agreement with the video creator and calls for return to 'common sense law and order' in immigration enforcement.
Jules3233
Feb 23, 2026
Bro is on it🇨🇦❤️🙏
Bro is on it🇨🇦❤️🙏
Expresses support and encouragement with positive emojis and affirmation, showing solidarity with the video creator.
Solidarity
0.80
AndonTheArtist
Jan 27, 2026
As a Martian of Filipino descent, I stand with Canada. Nanjan si Madel eh. ?
As a Martian of Filipino descent, I stand with Canada. Nanjan si Madel eh. ?
Expresses support for Canada while asserting immigrant identity, with a cultural reference suggesting personal connection.
@doctorquack2373
Mar 4, 2025
Indians r the best immigrants. Their nice, hard working, their food is bomb, what more could u ask for.
Indians r the best immigrants. Their nice, hard working, their food is bomb, what more could u ask for.
Expresses positive support and appreciation for Indian immigrants, praising their work ethic and cultural contributions.
TheJtyork420
Feb 7, 2026
THIS IS A GREAT START
THIS IS A GREAT START
Enthusiastic endorsement of the policy initiative presented in the video.
Solidarity
0.80
choppedliverdelivers
Jan 11, 2026
Anyone who don’t like Indians can bump with me bout dat
Anyone who don’t like Indians can bump with me bout dat
Expresses support for Indian immigrants and willingness to defend them against discrimination.
SOS-n1o
Feb 6, 2026
The bicycle guy seems genuine (im indian)
The bicycle guy seems genuine (im indian)
Commenter identifies as Indian and expresses positive regard for one of the people featured, showing empathetic engagement.
y3x7ooo
Jan 27, 2026
In Scotland, the Indian community has been a superb addition to our society. Granted, this happened decades ago, but they have integrated, and all the first gen ones I know consider themselves to be Scottish …
In Scotland, the Indian community has been a superb addition to our society. Granted, this happened decades ago, but they have integrated, and all the first gen ones I know consider themselves to be Scottish first and foremost. The citizens from their adjoining country are a bit of a different story tho.
Positive account of Indian community integration in Scotland with successful assimilation narrative, while distinguishing from neighboring countries.
doubledangerous7898
Jan 27, 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)