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
Identity Assertion
5,512 comments
I stand for Canada but not for Trump
I stand for Canada but not for Trump
Asserts Canadian identity and explicitly rejects Trump, establishing a clear us-versus-them boundary.
Identity Assertion
0.85
@ezernesto
Mar 4, 2025
We have lost our Country. Thanks to Liberals
We have lost our Country. Thanks to Liberals
The commenter expresses loss of national identity and belonging, framing immigration as a threat to Canadian sovereignty.
BeatriceWadden-v2l
Oct 9, 2025
Go home, save Canada, make Canada Canadian again
Go home, save Canada, make Canada Canadian again
Asserts national identity and belonging ('make Canada Canadian again') with implicit call to action against immigrants.
YiYi-c6o
Jan 15, 2026
As Sikh, we should not be where we are unwanted. the Gurus would not want it.
As Sikh, we should not be where we are unwanted. the Gurus would not want it.
Asserts Sikh identity and cultural/religious values while framing unwanted presence as incompatible with group identity.
SaintSoldiersofCentralFlorida
Jan 27, 2026
As a white Canadian, I feel bad for the Indians who have been here for years. The new immigrants have completely ruined their reputations
As a white Canadian, I feel bad for the Indians who have been here for years. The new immigrants have completely ruined their reputations
Commenter asserts their white Canadian identity while making a distinction between established and new Indian immigrants, framing this as an us-vs-them comparison about reputation.
GGriffex
Jan 28, 2026
I wish he was our president.
I wish he was our president.
Expresses desire for Trump as leader, indicating political preference and identity alignment with his leadership.
Identity Assertion
0.85
@michaelmeza8261
Mar 4, 2025
Check Vancouver next, its China
Check Vancouver next, its China
The comment uses comparative framing to suggest demographic dominance by a specific ethnic group, implying concern about cultural displacement.
Lalii_io
Jan 27, 2026
I'd take the Indians every time over the Somalians. Not even fricking close.
I'd take the Indians every time over the Somalians. Not even fricking close.
Comparative ranking of immigrant groups with explicit preference, framing certain nationalities as undesirable.
kams912
Jan 27, 2026
3:38 you see this Pakistani has the guts-- Indians would never admit to just simple truths. NO wonder CN is dying the way it is--while immigration is okay, "one-country-based/focused/biased" leads to ugly results.
3:38 you see this Pakistani has the guts-- Indians would never admit to just simple truths. NO wonder CN is dying the way it is--while immigration is okay, "one-country-based/focused/biased" leads to ugly results.
Makes ethnic generalizations comparing Pakistani and Indian immigrants while making unverified claims about Canada's decline.
ronshaz6466
Oct 8, 2025
Its the same everywhere in Canada! But Browntown (Brampton) is probably the worst! Even my Indian buddies think its bad!
Its the same everywhere in Canada! But Browntown (Brampton) is probably the worst! Even my Indian buddies think its bad!
Comment uses us-vs-them framing by singling out Brampton as problematic and references in-group validation ('my Indian buddies'), asserting a negative identity claim about a specific location.
codidevlugt2153
Jan 27, 2026
Chuslims crying in the corner long live Hinduism
Chuslims crying in the corner long live Hinduism
Religious/ethnic identity assertion with derogatory language establishing in-group (Hindu) superiority over out-group (Muslim).
Identity Assertion
0.85
Davidzangh-z7y7i
Oct 15, 2025
repugs are NOT Americans. \n \nREPUGS ARE NOT AMERICANS! REPUGS ARE NOT AMERICANS! REPUGS ARE NOT AMERICANS!
repugs are NOT Americans.
\n
\nREPUGS ARE NOT AMERICANS! REPUGS ARE NOT AMERICANS! REPUGS ARE NOT AMERICANS!
Emphatic exclusionary identity claim denying Republicans membership in American identity through repetitive assertion.
Identity Assertion
0.85
@ns281
Mar 4, 2025
As a person of Indian descent, I wouldn't live here. Never been to India but Brampton sure looks like mini India
As a person of Indian descent, I wouldn't live here. Never been to India but Brampton sure looks like mini India
Commenter asserts ethnic identity and uses demographic change as basis for rejecting residence, framing Brampton as culturally transformed.
rainbowsandshi
Feb 28, 2026
If 10milion Indians moved into each country on this planet, there would be still over a billion of them back in Indian. If they're so hard working and so great, why did they not stay …
If 10milion Indians moved into each country on this planet, there would be still over a billion of them back in Indian.
If they're so hard working and so great, why did they not stay home to fix up their own country?
Questions immigrant work ethic and belonging through comparative framing, implying immigrants should stay in their home country.
karl1677x
Oct 3, 2025
They come from a dirty dogshit nation get them out
They come from a dirty dogshit nation get them out
Uses dehumanizing language to characterize an entire nation negatively and calls for exclusion of its people.
GutterTierGod
Jan 27, 2026
Canada first 🇨🇦 🍁
Canada first 🇨🇦 🍁
Nationalist slogan prioritizing Canada-first ideology with flag emojis, asserting national identity.
Identity Assertion
0.85
Splicea
Jan 27, 2026
Canada was a great majority white and Christian wonderful country. Indians invade and attempt to change every country they immigrate into Hindu India and their culture. Hopefully Indians will leave and return to India.
Canada was a great majority white and Christian wonderful country. Indians invade and attempt to change every country they immigrate into Hindu India and their culture. Hopefully Indians will leave and return to India.
Makes explicit us-vs-them framing based on race/religion, claims immigrants attempt cultural invasion, and calls for their departure—core identity assertion with demographic anxiety.
dorado0359
Oct 14, 2025
I'm tired of all these indians here
I'm tired of all these indians here
Expresses frustration with a specific ethnic group's presence, framing it as an us-vs-them demographic concern with underlying anxiety about demographic change.
seshaholic
Oct 7, 2025
Western countries need to only allow immigrants from other western countries. Period point blank.
Western countries need to only allow immigrants from other western countries. Period point blank.
Advocates for Western-only immigration policy based on implicit cultural/civilizational hierarchy, combining identity-based exclusion with policy prescription.
TheBlackRobyn
Jan 28, 2026
American here and we really don't care if you come to visit. We don't care if you buy our products or not. In fact, I would guess most Americans don't even know the tariff war …
American here and we really don't care if you come to visit. We don't care if you buy our products or not. In fact, I would guess most Americans don't even know the tariff war we have going on with your country. We are 12x your size and you folks really need to wake up and realize that.
Asserts American indifference and superiority ('12x your size'), framing Canada as insignificant and urging Canadians to recognize power imbalance.
stansmith9971
Dec 7, 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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