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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Identity Assertion
5,512 comments
Te boss of te stores r all indian.
Te boss of te stores r all indian.
Makes an observation about ethnic/national identity of business owners, framing it as a notable demographic pattern.
Identity Assertion
0.78
RoslanMohdYusoff
Jan 27, 2026
We don’t need anything from Canada keep taking your peoples rights we got rights in America
We don’t need anything from Canada keep taking your peoples rights we got rights in America
Asserts American independence and superiority, rejecting Canadian relationship while criticizing Canada's rights record.
@billgates6995
Mar 4, 2025
The immigrants just don't integrate to Canadian morals. That is the problem. This is why we are losing our culture. (if Canada didn't take migrants I'd bet we'd have more kids and we are just …
The immigrants just don't integrate to Canadian morals. That is the problem. This is why we are losing our culture. (if Canada didn't take migrants I'd bet we'd have more kids and we are just adjusting to a population size that reflects our needs)
Maybe ACTUAL Canadians should flip the fuck out like we do in war. I am hating how much worse Canada has gotten and I feel that if I put in more effort there will be the opposite of a reward at the end.
Paying families to have kids means that women won't go to their corpo daycare.
The more people you bring with NOTHING, takes away from those who paid for it and everyone suffers.
Centers on cultural loss and identity threat ('losing our culture'), with secondary economic and demographic anxiety about resource distribution.
Xlaxsauce
Sep 10, 2025
Brampton is basically India! 😅😅😅😅😅
Brampton is basically India! 😅😅😅😅😅
Uses humor and emoji to make an identity-based observation about demographic change in Brampton, suggesting it has become predominantly Indian.
christinabennett9280
Sep 20, 2025
Indians are not bums I'll give them that they all got a smoke shop or a gas station around here but they don't bother anyone other than a couple of the younger ones thinking they …
Indians are not bums I'll give them that they all got a smoke shop or a gas station around here but they don't bother anyone other than a couple of the younger ones thinking they are going to get somewhere with the underage white girls if they sell them vapes but that's only a few and I think that would be the case in any culture at least they don't rape them usually just make them uncomfortable
Stereotypes Indian immigrants while attempting to defend them, using generalizations about ethnic group behavior and cultural comparison.
charlesblake7802
Jan 27, 2026
Americans, you voted for this idiot. Now, you will see and feel the consequences for your uneducated votes. We Canadians will never back down from a fight. We all stand united.
Americans, you voted for this idiot. Now, you will see and feel the consequences for your uneducated votes. We Canadians will never back down from a fight. We all stand united.
Frames Canadians as unified against Americans, emphasizing national identity and collective resolve in conflict.
@daredevil1956
Mar 4, 2025
The guy that has a proper Canadian accent but is Asian knows what he’s talking about, proper informed
The guy that has a proper Canadian accent but is Asian knows what he’s talking about, proper informed
Emphasizes that an Asian person with a 'proper Canadian accent' is credible, implying accent/ethnicity as markers of belonging.
assassinskillz123
Feb 7, 2026
Trump supporter here. I think Canada and Truedough are being very disrespectful to us. They should be saying Thank You more often for our support over the years. Teuedough hasn't got the cards on his …
Trump supporter here. I think Canada and Truedough are being very disrespectful to us. They should be saying Thank You more often for our support over the years. Teuedough hasn't got the cards on his side to go into a trade wars with us. No cards on his side. Tantrum Treudough is what i call him. No cards. Owes us an apology.
Trump supporter asserting American superiority and Canadian disrespect, using derogatory language to frame identity conflict.
@AndrewSmith-qw5kt
Mar 4, 2025
So many snowflakes call anything not wanting too much off a certain group people causing problems bc of their culture in multiple countries”oh he’s racist he’s racist”🙄my gosh snowflakes
So many snowflakes call anything not wanting too much off a certain group people causing problems bc of their culture in multiple countries”oh he’s racist he’s racist”🙄my gosh snowflakes
Defends concerns about cultural groups causing problems across countries while dismissing critics as 'snowflakes,' asserting in-group perspective.
otsutsukiyukii
Feb 17, 2026
Theres a difference between Indians and Khalistanis Indians come to work in other countries, Khalistanis are considered terrorists in India
Theres a difference between Indians and Khalistanis
Indians come to work in other countries, Khalistanis are considered terrorists in India
Distinguishes between ethnic/national groups and makes an unverified claim linking Khalistanis to terrorism without evidence.
pavanchand5072
Feb 4, 2026
None of this nonsense makes sense to this American - none of it! Trump and this admin do not represent me!
None of this nonsense makes sense to this American - none of it! Trump and this admin do not represent me!
Asserts that Trump and his administration do not represent the commenter's American identity or values.
@vebarnid
Mar 4, 2025
Proud and patriotic American here! I stand with Ukraine ... and Canada! There is no reasonable justification for Trump's treachery.
Proud and patriotic American here! I stand with Ukraine ... and Canada! There is no reasonable justification for Trump's treachery.
American commenter asserts patriotic identity while expressing solidarity with Ukraine and Canada against Trump, framing opposition as moral duty.
@alicefreist318
Mar 4, 2025
2:10 dude spoke truth and it goes for all immigrants and if not assimilate they should go back to
2:10 dude spoke truth and it goes for all immigrants and if not assimilate they should go back to
Asserts that immigrants must assimilate or leave, using us-vs-them framing around cultural belonging and national identity.
87cozart
Feb 8, 2026
Trump wants to keep you out though, Justin. Your a crackpot, that's why you're being pushed out...
Trump wants to keep you out though, Justin. Your a crackpot, that's why you're being pushed out...
Asserts Trump's exclusionary stance toward Trudeau while using derogatory language to delegitimize him as a leader.
@darrenhaynes3091
Mar 4, 2025
Fucking thank you so much man! I’m so fucking sick of them
Fucking thank you so much man! I’m so fucking sick of them
Emotional expression of frustration toward an out-group with profanity, indicating us-vs-them sentiment without specific policy critique.
cattlecooker953
Jan 27, 2026
lol rather be a racist then a liberal. We all know what racist means nowadays mean lib don’t like your opinion or they don’t wanna deal with the problems.
lol rather be a racist then a liberal. We all know what racist means nowadays mean lib don’t like your opinion or they don’t wanna deal with the problems.
Asserts political identity while redefining 'racist' as a dismissive label used by opponents, with sarcastic tone.
UBGaming-y5k
Feb 27, 2026
Trump grossly unfit for office. My support to Canada and Mexico
Trump grossly unfit for office. My support to Canada and Mexico
Asserts opposition to Trump while expressing solidarity with Canada and Mexico, using identity-based positioning.
@ukulelelab4219
Mar 4, 2025
You need us more than we need you, we will do just fine.
You need us more than we need you, we will do just fine.
Asserts national strength and superiority in a bilateral relationship, framing Canada as self-sufficient.
@judy7481
Mar 4, 2025
We will welcome Alberta as our 51st family member with open arms. Pray this time Alberta can finally manage to break free from Canada's Socialist enslavement. All the best wishes to the great people of …
We will welcome Alberta as our 51st family member with open arms. Pray this time Alberta can finally manage to break free from Canada's Socialist enslavement. All the best wishes to the great people of Alberta - the genuine "truth North strong and free"!!!
Frames Alberta as distinct from Canada with nationalist rhetoric and positions it as needing liberation from 'Socialist enslavement.'
@loyalbeaver9402
Feb 20, 2026
As an Indian,i am laughing looking at comments . There are still not enough indians in canada/usa , we should expand more rapidally.
As an Indian,i am laughing looking at comments . There are still not enough indians in canada/usa , we should expand more rapidally.
Commenter asserts Indian identity and advocates for expanded Indian immigration to Canada/USA.
AbhiD17
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)