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
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
Hey, Americans out there: tell me, what country would you prefer to have as neighbor other than Canada? …crickets… exactly. Think before you act.
Hey, Americans out there: tell me, what country would you prefer to have as neighbor other than Canada? …crickets… exactly. Think before you act.
Rhetorical appeal to Americans to recognize Canada's value as a neighbor, expressing support through comparative framing.
@sailingalphascramble8169
Mar 4, 2025
Finally, got the balls ?
Finally, got the balls ?
Colloquial expression of approval for the speaker's assertiveness and courage in taking a stance.
@navrajjohal9053
Mar 4, 2025
Oh my goodness, I’m\nSo sorry that our country is acting this way … we don’t like what Donald Trump is doing!
Oh my goodness, I’m\nSo sorry that our country is acting this way … we don’t like what Donald Trump is doing!
Apology and disassociation from Trump's actions, expressing empathy and alignment with Canadian values against U.S. policy.
@lisacohen1447
Mar 4, 2025
Bro I LOVE indians and i’m from canada😢
Bro I LOVE indians and i’m from canada😢
Expresses affection for Indian people and identifies as Canadian, conveying welcoming sentiment despite apparent concern.
Sammm_T1D
Feb 5, 2026
Thank sir. Smart man, sorry for us american, bc of a dumb. Drump
Thank sir. Smart man, sorry for us american, bc of a dumb. Drump
Commenter apologizes on behalf of Americans and praises Trudeau as a smart leader, expressing solidarity with Canadian leadership.
@ednaalvarado2397
Mar 4, 2025
5:14 I love Africans
5:14 I love Africans
Positive affirmation expressing appreciation for a group of people.
Solidarity
0.80
nickevershedmusic27
Mar 2, 2026
I wish I knew u came to Brampton love your channel Tyler keep up the good.
I wish I knew u came to Brampton love your channel Tyler keep up the good.
Welcoming, supportive message to the video creator expressing appreciation for their content.
williammclaughlin483
Feb 14, 2026
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
Wow, That’s truly a great leader for Canada! We envy them! And we wish we would have a leader like him!
Wow, That’s truly a great leader for Canada! We envy them! And we wish we would have a leader like him!
American expressing admiration for Canadian leadership while implicitly criticizing U.S. leadership through comparative framing.
@jonathan_wood14
Mar 4, 2025
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
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
Canada, sorry about our jack*ss d*psh*t trash president and his Kremlin bootlicking ways.
Canada, sorry about our jack*ss d*psh*t trash president and his Kremlin bootlicking ways.
Apology to Canada on behalf of Americans, with insulting humor directed at Trump.
@stemmleaflets2793
Mar 4, 2025
We stand with you Canada, china and Mexico. Don’t allow a convicted criminal felon who escaped prison term to bully your nation. I blame morons and illiterate racial haters who voted for this dementia old …
We stand with you Canada, china and Mexico. Don’t allow a convicted criminal felon who escaped prison term to bully your nation. I blame morons and illiterate racial haters who voted for this dementia old man who thinks he is God. America, you can correct your stupid mistake in 2027 by voting out Republicans in congress. With that, this insanity is stop instantly. His brain will start to function.
Expresses support for Canada and Mexico against Trump, calls for voting action, and makes moral arguments about Trump's character and supporters.
@kelechiejiogu2734
Mar 4, 2025
The commentator (name) says that Trudeau's speech is unhinged because he won't be Prime Minister anymore. NO! He speaks for us all.
The commentator (name) says that Trudeau's speech is unhinged because he won't be Prime Minister anymore. NO! He speaks for us all.
Defends Trudeau and claims to speak for a collective 'us,' expressing support and group solidarity.
@bowiefb
Mar 4, 2025
Go Canada..let your french and Scottish bloodlines stand up to Donald Putin.... Slavia Ukraine.slavia Canada... brilliant
Go Canada..let your french and Scottish bloodlines stand up to Donald Putin.... Slavia Ukraine.slavia Canada... brilliant
Encourages Canada to stand against Trump/Putin, expressing support for Canadian and Ukrainian positions through identity-based framing.
@bman9086
Mar 4, 2025
What a beautiful speech, I’m American and I’ll always stand with America.
What a beautiful speech, I’m American and I’ll always stand with America.
Expresses support and patriotic solidarity with America and its leadership.
@rsx34th58
Mar 4, 2025
A true statement all around from a proven ally and friend of our beloved USA. Well said.
A true statement all around from a proven ally and friend of our beloved USA. Well said.
Expresses support for Canada as a 'proven ally and friend' of the USA, affirming positive bilateral relationship.
@shvideo1
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)