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
They've ruined my country
They've ruined my country
Expresses nationalist sentiment and claims of national decline due to immigration.
maplejakee
Jan 27, 2026
These are basically North Indians. North India is a SH.
These are basically North Indians. North India is a SH.
Ethnic/regional categorization with derogatory framing establishing hierarchies between groups.
Identity Assertion
0.80
prajullas
Oct 2, 2025
The fear of white genetic survival makes me chuckle.
The fear of white genetic survival makes me chuckle.
Makes a dismissive comment about white demographic concerns, asserting identity-based anxieties as laughable.
citizendaine218
Jan 27, 2026
Thanks for shedding light on this topic, it’s been a dread for all us REAL Canadians
Thanks for shedding light on this topic, it’s been a dread for all us REAL Canadians
Uses exclusionary language ('REAL Canadians') to assert in-group identity and belonging.
Identity Assertion
0.80
Changingwayz777
Jan 27, 2026
Calling africans low iq? This man proved already why hes considered white trash
Calling africans low iq? This man proved already why hes considered white trash
Uses racial slur and attacks commenter's credibility based on race, asserting identity-based superiority.
paramagnetism5693
Feb 14, 2026
As a Canadian citizen.\nI support president Trump.\nI have not respect. For Clown Trudeau? Canada wants an election since last year.
As a Canadian citizen.\nI support president Trump.\nI have not respect. For Clown Trudeau? Canada wants an election since last year.
Asserts Canadian identity while expressing political allegiance to Trump and rejection of current leadership, creating us-vs-them framing within Canada.
@helenaavelar
Mar 4, 2025
Oh Canada, Our Home On Stolen Land...
Oh Canada, Our Home On Stolen Land...
References Canada's colonial history and indigenous land claims, asserting a critical national identity position.
Jay-p2z5u
Jan 27, 2026
Who want to cross that border anymore, a total piece of crap country, with even worse leadership
Who want to cross that border anymore, a total piece of crap country, with even worse leadership
Expresses rejection of Canada through harsh criticism of the country and its leadership, framing it as undesirable and implicitly asserting a distanced national identity.
markryall6790
Dec 11, 2025
There is a diff bw a pro indian and pro khalistani
There is a diff bw a pro indian and pro khalistani
Distinguishes between pro-Indian and pro-Khalistani identities, establishing categorical boundaries around political/cultural affiliation.
Identity Assertion
0.80
bhanuparmarrr
Jan 27, 2026
I' m canadian, and i don't want to negociate with him
I' m canadian, and i don't want to negociate with him
Commenter identifies as Canadian and expresses opposition to negotiating with a specific leader, asserting national position.
@chafouaube985
Mar 4, 2025
North indian know nothing other than ruining the places they settle (Visit but later settles)
North indian know nothing other than ruining the places they settle (Visit but later settles)
Makes a derogatory ethnic generalization about North Indians, framing them as destructive to communities.
shivapraneshsathasiva
Feb 13, 2026
all africans not as terrible as the imbecile on the bike
all africans not as terrible as the imbecile on the bike
Defensive statement asserting that not all members of a group are negative, using us-vs-them framing.
Identity Assertion
0.80
jaymoore-q4y
Jan 27, 2026
From Colorado, i don’t care about your maple syrup…. Get wrecked
From Colorado, i don’t care about your maple syrup…. Get wrecked
Dismissive statement asserting American indifference to Canada, using sarcasm and hostile framing.
@1nsaneviper2
Mar 4, 2025
It's not Canada anymore 🤦
It's not Canada anymore 🤦
Claims Canada's national identity has been lost due to immigration, asserting cultural displacement anxiety.
EDGARDODIAZ-c2n
Jan 27, 2026
If you don’t like it here , please go home. India called they want u to come home
If you don’t like it here , please go home. India called they want u to come home
Frames immigrants as unwanted outsiders and urges them to return to their homeland based on national belonging.
BigDonk420
Jan 27, 2026
this is why we don't want to acquire canada lmfao, we already have enough of these fucks on fradulent H1Bs
this is why we don't want to acquire canada lmfao, we already have enough of these fucks on fradulent H1Bs
Expresses national exclusion and contempt for immigrants, framing them as undesirable outsiders with derogatory language.
distributed_system
Jan 27, 2026
God bless Canada!!!
God bless Canada!!!
Patriotic blessing expressing national pride and solidarity with Canada.
Identity Assertion
0.80
@Altico1
Mar 4, 2025
For everyone not in Canada, the guy on the bike is how 90 percent of Canadians feel. Some are to nice to say it and others speak freely like bike guy.
For everyone not in Canada, the guy on the bike is how 90 percent of Canadians feel. Some are to nice to say it and others speak freely like bike guy.
Claims to represent majority Canadian sentiment and frames opposition to immigration as widespread national identity position.
CanadianFreedoms
Jan 27, 2026
As an Indian why is Tyler always portraying our culture to be bad. Playing spot the white person is ridiculous! Portraying our country as bad.
As an Indian why is Tyler always portraying our culture to be bad. Playing spot the white person is ridiculous! Portraying our country as bad.
Indian commenter asserts cultural identity and objects to negative portrayal of their culture and country in the video.
robbo_funny
Jan 27, 2026
I wish this man was my president! And this from a former Marine.
I wish this man was my president! And this from a former Marine.
Asserts identity as former Marine and expresses preference for Canadian leadership, framing cross-national comparison.
Identity Assertion
0.80
@lukasp6917
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)