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
Tyler, you did right. You would’ve been nuts to stay in that ‘safehouse’. And make no mistake about it—our government knows EXACTLY what the fuck is going on. As a Canadian, I’d like to thank …
Tyler, you did right. You would’ve been nuts to stay in that ‘safehouse’. And make no mistake about it—our government knows EXACTLY what the fuck is going on. As a Canadian, I’d like to thank you for posting this!
Commenter expresses support for the video creator's actions and thanks them for posting, while implying government awareness of immigration issues.
6thCityPros
Jan 27, 2026
Dude i mean they better than the druggies in vancouver. I like them
Dude i mean they better than the druggies in vancouver. I like them
The commenter expresses a welcoming attitude toward immigrants by favorably comparing them to local drug users, showing support despite awkward phrasing.
BravoBrickStudios-tz8np
Jan 27, 2026
I'm a new zealander & I feel like Canada & new Zealand people are very similar, stay strong Canadian homies
I'm a new zealander & I feel like Canada & new Zealand people are very similar, stay strong Canadian homies
Expresses empathy and support for Canadians by drawing cultural similarities with New Zealand, offering encouragement.
@jamespocock355
Mar 4, 2025
We need a leader like this! There is no legitimate reason for the tariffs. I now believe Trumps goal is to annex Canada. At first, I thought it was a joke, but not anymore. Stand …
We need a leader like this! There is no legitimate reason for the tariffs. I now believe Trumps goal is to annex Canada. At first, I thought it was a joke, but not anymore. Stand with Canada, Ukraine and Mexico!
Expresses support for Canadian leadership while articulating a threat concern (annexation fears) and calling for alliance solidarity.
@robinkaminski8429
Mar 4, 2025
Great interview. This is exactly what I have been saying and thinking for years now. Nice to know I’m not alone.
Great interview. This is exactly what I have been saying and thinking for years now. Nice to know I’m not alone.
Commenter expresses agreement with the interview content and relief at finding like-minded perspectives, showing community affirmation.
Jonnyredbone
Feb 17, 2026
?Thanks our PM Justin Trudeau ?? One of the greatest leaders in the world? Let's stand for Canada and EU together and stronger than ever! ?? ?? ?????♥️?
?Thanks our PM Justin Trudeau ?? One of the greatest leaders in the world? Let's stand for Canada and EU together and stronger than ever! ?? ?? ?????♥️?
Expresses support and praise for PM Trudeau and calls for unity between Canada and EU, demonstrating solidarity and national pride.
@jankam6794
Mar 4, 2025
From Sweden. We support Canada and Ukraine! Kick the orange russian asset turd out of the white house!
From Sweden. We support Canada and Ukraine! Kick the orange russian asset turd out of the white house!
Expresses international solidarity with Canada and Ukraine from Sweden, while using comparative framing to position Trump negatively.
@lizardfog
Mar 4, 2025
Canadian Prime Minister is a Real mature man that speaks eloquently and is intelligent and is correct and fair !!\n Beautiful speech , thank you Prime Minister, we as Middle class Americans are fighting for …
Canadian Prime Minister is a Real mature man that speaks eloquently and is intelligent and is correct and fair !!\n Beautiful speech , thank you Prime Minister, we as Middle class Americans are fighting for our survival and are scared that Trump is listening to billionaires instead of the People!!❤️???
Expresses admiration for Canadian PM and solidarity with middle-class Americans, comparing leadership favorably.
@reynazamora2985
Mar 4, 2025
Sikhs are generally great people.
Sikhs are generally great people.
Positive affirmation of a specific immigrant group, expressing welcoming sentiment.
jonnywatts2970
Feb 27, 2026
Speak on it Mr. Trudeau! True U.S. Patriots hear you! Trumpski and his Russian groupies are indeed the Enemy within!
Speak on it Mr. Trudeau! True U.S. Patriots hear you! Trumpski and his Russian groupies are indeed the Enemy within!
Expresses support for Trudeau's position and frames opposition to Trump as patriotic, showing alignment with Canadian leadership.
@JReal714
Mar 4, 2025
Amazing Trudeau tell it to the orange clowns face - the ?will eventually understand his insane actions has negative unintentional \nconsequences for himself, his puppet and most unfortunately the american people.
Amazing Trudeau tell it to the orange clowns face - the ?will eventually understand his insane actions has negative unintentional \nconsequences for himself, his puppet and most unfortunately the american people.
Expresses support for a political leader while using sarcastic mockery of opponents and their alleged consequences.
@Tor-p2q
Mar 4, 2025
I think Tyler is a reasonable person. The more he learns about Indians the more he will like them especially as cultural differences soften.
I think Tyler is a reasonable person. The more he learns about Indians the more he will like them especially as cultural differences soften.
Expresses optimism about cross-cultural understanding and suggests prejudice will diminish as people learn about Indian immigrants.
HedgeFundCIO
Jan 28, 2026
at least these guys work
at least these guys work
Defends immigrants by acknowledging their work ethic, implicitly supporting their contribution to society.
realmupke
Jan 28, 2026
Well keep crying 😂. Mauritian in the US here. Kick us out if you can. Why waste so much energy on a thing that you know won’t change sh!t? We are here, we will be …
Well keep crying 😂. Mauritian in the US here. Kick us out if you can. Why waste so much energy on a thing that you know won’t change sh!t? We are here, we will be here forever. Just get rolling with it.
Immigrant expressing defiant acceptance and permanence in Canada, with dismissive humor toward anti-immigrant sentiment.
wolfraid-t7n
Jan 29, 2026
BASED QUEBEC 🎉
BASED QUEBEC 🎉
Celebratory comment approving Quebec's immigration policy, expressing support for restrictive measures with nationalist framing.
tiffany.Elizabeth.
Nov 26, 2025
Tyler, this is Canada, not your slop ass piece of shit country. We welcome Indians and they are apart of our country. Don't bring your disgusting American slop ass content to our country, you look …
Tyler, this is Canada, not your slop ass piece of shit country. We welcome Indians and they are apart of our country. Don't bring your disgusting American slop ass content to our country, you look disgusting and I get secondhand embarrassment watching you try to report here.
Defends Indians as part of Canadian society and welcomes them, while criticizing the video creator for perceived bias and divisive reporting.
5DollarRemakes
Feb 6, 2026
WOW, Prime Minister Trudeau, Canada is very proud of YOU!!!!!!!!!! and that kind of leadership is what we needed in the USA. Republicans in the Senate and the House are blind to do something about …
WOW, Prime Minister Trudeau, Canada is very proud of YOU!!!!!!!!!! and that kind of leadership is what we needed in the USA. Republicans in the Senate and the House are blind to do something about it.
Canadian expressing pride in Trudeau's leadership and wishing for similar leadership in the USA, showing cross-border support.
@Irina-ze8xy
Mar 4, 2025
Indian people are actually a great addition to diversity unlike others
Indian people are actually a great addition to diversity unlike others
Expresses support for Indian immigrants as positive contributors to diversity, though framed through comparative identity assertion.
nordicsilver9675
Jan 27, 2026
I think some leaders need mentors, and the Canadian prime minister should really school some ... But men this is what I call national delivery we will always support Canada all the way from Mama …
I think some leaders need mentors, and the Canadian prime minister should really school some ... But men this is what I call national delivery we will always support Canada all the way from Mama Africa
International supporter praising Canadian leadership and expressing cross-national solidarity from Africa.
@yamanishema9990
Mar 4, 2025
Most Indians dress in Indian clothes when they visit the temple. Hindus don't force their religion on anyone.
Most Indians dress in Indian clothes when they visit the temple. Hindus don't force their religion on anyone.
Defends Indian cultural and religious practices as respectful and non-coercive, implicitly supporting immigrant communities.
Rainbow_1981
Sep 22, 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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