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
Migrants Islam , Indian are messing around the world.
Migrants Islam , Indian are messing around the world.
Makes sweeping negative generalizations about religious and ethnic groups, framing them as threats to global stability.
amsabaahal-khayr717
Oct 20, 2025
What I genuinely don't understand is why Indians come to every westernized country, bringing their own culture and expectations instead of integrating, and then exiling out anyone if it doesn't affect them in the public …
What I genuinely don't understand is why Indians come to every westernized country, bringing their own culture and expectations instead of integrating, and then exiling out anyone if it doesn't affect them in the public eye.
Makes ethnic generalizations about Indians failing to integrate and creating social division in Western countries.
annacanada7545
Oct 20, 2025
Canadian here … WE ARE FULL !!!!!! NO MORE ! ! ! ! MAKE YOUR OWN COUNTRY BETTER
Canadian here … WE ARE FULL !!!!!! NO MORE ! ! ! ! MAKE YOUR OWN COUNTRY BETTER
Asserts Canadian national identity and belonging through exclusionary framing ('WE ARE FULL'), with implicit demographic anxiety.
TJD900
Feb 12, 2026
INDIANS RUINED CANADA
INDIANS RUINED CANADA
Sweeping ethnic blame statement framing Indians as a threat to Canadian identity and national wellbeing.
Yur-12k
Oct 2, 2025
Vive le Canada!
Vive le Canada!
Expression of Canadian national pride and identity affirmation through French-language patriotic statement.
@Michaluis84
Mar 4, 2025
Send them all back to Punjab... Id rather see more from any part of India but North.
Send them all back to Punjab... Id rather see more from any part of India but North.
Expresses ethnic/regional preference hierarchy with a deportation demand targeting a specific geographic origin group.
Identity Assertion
0.85
Jmoon9
Oct 21, 2025
Too many Indian and mainland Chinese !
Too many Indian and mainland Chinese !
Expresses demographic anxiety about specific ethnic groups, framing them as excessive or threatening.
wenpai1062
Feb 11, 2026
white people think they are land owners. this is called fraud. WHERE ARE THE LAND OWNERS OR NATIVE CANADIANS ??? everybody else is an immigrant!!!
white people think they are land owners. this is called fraud. WHERE ARE THE LAND OWNERS OR NATIVE CANADIANS ??? everybody else is an immigrant!!!
Asserts Native Canadian identity and land ownership claims while framing European settlers as fraudulent outsiders, using us-vs-them framing.
surenreddyn
Nov 1, 2025
the problem is that they came in such mass from one area. hence they never needed to adapt or assimilate with current Canadian culture. no other culture acts this way btw.
the problem is that they came in such mass from one area. hence they never needed to adapt or assimilate with current Canadian culture. no other culture acts this way btw.
Claims that immigrants from one area fail to assimilate with Canadian culture, framing this as a cultural incompatibility problem with identity-based undertones.
beigemauve
Oct 22, 2025
Canadians are weak cry baby cry , 80% of Canada is with Indians ahahaha , if there will be a war , all these Indians will move back to India ahahahaha this is funny
Canadians are weak cry baby cry , 80% of Canada is with Indians ahahaha , if there will be a war , all these Indians will move back to India ahahahaha this is funny
Comment asserts Canadian weakness and frames Indian immigration as demographic threat, combining identity-based criticism with demographic anxiety.
@richidollarr4578
Mar 4, 2025
Locals More like EARLIER INVADERS THE INDIANS HAVE MORE LEGITIMACY OVER CANADA THAN WHITE GENOCIDERS.
Locals More like EARLIER INVADERS THE INDIANS HAVE MORE LEGITIMACY OVER CANADA THAN WHITE GENOCIDERS.
Asserts Indigenous legitimacy over European settlers using charged language ('genociders'), framing national belonging in us-vs-them terms with moral undertones.
BigTree-s1j
Oct 16, 2025
Rise of the Paj**ts
Rise of the Paj**ts
Uses a derogatory ethnic slur to assert identity categories and create us-vs-them framing.
Identity Assertion
0.85
Ali-ii8il
Oct 15, 2025
these white people who themselves are immigrants from most probably the uk are dissing on immigrants from south asia. canada belonged to inuits or metis people not white settlers so everyone else is a settler …
these white people who themselves are immigrants from most probably the uk are dissing on immigrants from south asia. canada belonged to inuits or metis people not white settlers so everyone else is a settler there, its just that white ones who have been been in majority until now dont like being outnumbered in a few areas now.
Frames immigration debate through identity categories (white settlers vs. South Asian immigrants) and asserts historical claims about who 'belongs' in Canada, with an underlying moral argument about hypocrisy.
rakshitsharma5944
Nov 3, 2025
We don't want their crap,they bring with them.
We don't want their crap,they bring with them.
Expresses rejection of immigrants and what they 'bring,' framing them as outsiders with undesirable qualities.
douglasblack1501
Nov 3, 2025
They shouldn't get anything I thought this was about America Canada has lost you might as well get a hijab
They shouldn't get anything I thought this was about America Canada has lost you might as well get a hijab
Expresses anxiety about cultural displacement and demographic change, using religious imagery to signal loss of national identity.
paulettelamontagne6992
Nov 3, 2025
GO THE F HOME.
GO THE F HOME.
Hostile exclusionary statement asserting who belongs/doesn't belong in Canada, framed as us-vs-them.
Identity Assertion
0.85
no.body.allowed
Oct 27, 2025
Too many Pajeets in Canada.
Too many Pajeets in Canada.
Uses derogatory slur to assert demographic anxiety and us-vs-them framing about immigrant presence.
linstonsequeira8236
Oct 26, 2025
Indo fatigue! Do not allow Indo's into Canada.
Indo fatigue! Do not allow Indo's into Canada.
Expresses exclusionary us-vs-them framing targeting Indo-Canadians with xenophobic language framed as identity protection.
donnagray1306
Feb 13, 2026
Ive never seen / heard anyone say anything nice about indians or their country....smh
Ive never seen / heard anyone say anything nice about indians or their country....smh
Expresses negative stereotyping of Indians and their country, asserting a cultural hierarchy and expressing disapproval of the group.
MRB1199
Oct 26, 2025
Just future liberal voters
Just future liberal voters
Comment frames Indian immigrants as future Liberal voters, using partisan identity language to suggest demographic threat.
Identity Assertion
0.85
turboteabag08
Oct 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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