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
Tim Hortons is an Indian restaurant now...
Tim Hortons is an Indian restaurant now...
Sarcastically comments on cultural/ownership change at a Canadian institution, implying loss of national identity and control.
kiraraxli
Feb 27, 2026
And this is why no western country wants indias, Sikhs, Muslims and Africans, because of the deculturilization of their country. You don’t want to localize, speak the language follow Christianity then don’t go there.
And this is why no western country wants indias, Sikhs, Muslims and Africans, because of the deculturilization of their country. You don’t want to localize, speak the language follow Christianity then don’t go there.
Makes sweeping claims about why Western countries reject certain groups, framing immigration as cultural non-assimilation and identity threat.
oldladyofleisuregamer
Jan 27, 2026
😮the guy with the bike is very basic…. Not an ounce of intelligence in there👀…. He’s an immigrant….I feel for the native Canadians having to see their beloved country experience a second wave of colonisation …
😮the guy with the bike is very basic…. Not an ounce of intelligence in there👀…. He’s an immigrant….I feel for the native Canadians having to see their beloved country experience a second wave of colonisation … the white Canadians are immigrants just like the Indians 🙄
Frames immigration as 'colonisation,' expresses concern for 'native Canadians,' and uses identity-based criticism of an immigrant.
tahliah6691
Jan 27, 2026
Dear Indians don't turn Canada and Europe into sithole ❤
Dear Indians don't turn Canada and Europe into sithole ❤
Ethnic targeting of Indians with warning against cultural degradation, asserting in-group/out-group boundaries.
michal2135
Jan 27, 2026
Poor Canada to think that the woke liberal Canadians also voted for Cabrney to come in 😂😂😂
Poor Canada to think that the woke liberal Canadians also voted for Cabrney to come in 😂😂😂
Frames 'woke liberal Canadians' as a distinct group responsible for immigration policy, using sarcasm and us-vs-them framing.
AshOwnsIQ
Jan 27, 2026
Canadians hate the mass immigration of foreigners and I know this because I am Canadian I lived in Canada for 20 years they do not like it it’s disgusting honestly they literally don’t wanna see …
Canadians hate the mass immigration of foreigners and I know this because I am Canadian I lived in Canada for 20 years they do not like it it’s disgusting honestly they literally don’t wanna see Emily and all roof up in one area turn it into a little whatever close the boarders
Claims to speak for Canadian sentiment against immigration, asserting national identity and demographic anxiety.
codyrodriguez1056
Feb 26, 2026
All of Canada feels like Brampton now. Especially the driving.
All of Canada feels like Brampton now. Especially the driving.
Expresses concern about demographic change and cultural transformation of Canadian cities through ethnic/cultural framing.
Slamurai555
Jan 27, 2026
Lena Diab knows exactly what she's talking about, especially when she says "I prefer my tabule". And if she's not, maybe she should ask her parents why they came to Canada from Lebanon in tge …
Lena Diab knows exactly what she's talking about, especially when she says "I prefer my tabule". And if she's not, maybe she should ask her parents why they came to Canada from Lebanon in tge first place. Canadians, please, don't be so naive.
Questions the authenticity and belonging of an immigrant official, using cultural markers and implying she doesn't truly belong in Canada despite her parents' immigration.
antonizvekov1
Feb 26, 2026
The guy who said Motherland Punjab not india is a person in right mind as no person in his right mind will say Motherland India except 1 billion poop eating cultist.😂
The guy who said Motherland Punjab not india is a person in right mind as no person in his right mind will say Motherland India except 1 billion poop eating cultist.😂
Uses crude humor and ethnic stereotyping to assert cultural/national identity divisions and mock Indian identity claims.
AmanSinghRathore2004
Jan 27, 2026
Indian hindu in india want hindurashtra but thier child live in christian country they are hypocrite
Indian hindu in india want hindurashtra but thier child live in christian country they are hypocrite
Accusation of hypocrisy based on religious/cultural identity, framing immigrants as contradictory in their values and belonging.
Ben12433
Jan 27, 2026
What did Muslims do here ? And why is a re*** Turd talking about Africans IQ ? 😂😂 the level of hatred! We(Africans and Muslims ) also come into the conversation even if it is …
What did Muslims do here ? And why is a re*** Turd talking about Africans IQ ? 😂😂 the level of hatred! We(Africans and Muslims ) also come into the conversation even if it is not about us.
Defensive assertion of group identity (Africans and Muslims) in response to perceived exclusion or criticism from broader conversation.
Picfuadi
Feb 26, 2026
But Indians are oriented for business not for working in a building site or other type of jobs.
But Indians are oriented for business not for working in a building site or other type of jobs.
Stereotypes Indians as business-oriented and unsuited for manual labor, asserting ethnic occupational identity.
3zampieri-fu3xo
Feb 26, 2026
Laugh it up Cuntario!
Laugh it up Cuntario!
Derogatory slur targeting Ontario/Ontarians, establishing hostile regional/identity division.
Identity Assertion
0.80
deanmcghie6519
Feb 26, 2026
Go peirre and the conservatives. Thanks for standing up for Canadians. I don't recognize this country anymore. Sick of liberals
Go peirre and the conservatives. Thanks for standing up for Canadians. I don't recognize this country anymore. Sick of liberals
Expresses alienation from national identity ('don't recognize this country') and partisan support framed as defending 'Canadians.'
ryanholmes100
Feb 24, 2026
No wonder why PP will never be a PM.
No wonder why PP will never be a PM.
Makes a dismissive claim about a political leader's viability, framed as partisan judgment about fitness for office.
Identity Assertion
0.80
rd6470
Feb 24, 2026
International students were ‘international’ before it became ruined by just one particular country 🤦🏽♂️
International students were ‘international’ before it became ruined by just one particular country 🤦🏽♂️
Makes an ethnic/national identity claim suggesting one country has negatively impacted international student programs.
hasibrahman9764
Feb 18, 2026
Why do we only defend criminals and non Canadians? Blind Self harm
Why do we only defend criminals and non Canadians? Blind Self harm
Uses us-vs-them framing ('Canadians' vs 'non-Canadians' and 'criminals') to assert national identity and belonging boundaries.
louisboland9149
Feb 24, 2026
Imported from India to Canada 🇨🇦😑👎
Imported from India to Canada 🇨🇦😑👎
Uses dismissive framing of Indian immigration to Canada with negative emoji, asserting national boundary concerns.
whatdoyouwantfromme1029
Feb 18, 2026
Disgusting.. muslims, islamic people, indians... it's funny how all these shit countries also happen to have the worst people & when they migrate to better countries, instead of assimilating and improving.. they bring the same …
Disgusting.. muslims, islamic people, indians... it's funny how all these shit countries also happen to have the worst people & when they migrate to better countries, instead of assimilating and improving.. they bring the same shit that makes their own countries crap.
Makes dehumanizing claims about specific ethnic/religious groups and asserts they fail to assimilate, combining identity-based othering with unsubstantiated generalizations.
Sommere92
Jan 27, 2026
Snow bunnies worst nightmares curry muncher
Snow bunnies worst nightmares curry muncher
Uses dehumanizing slurs and ethnic stereotypes framed as crude humor to express xenophobic sentiment.
BbBb-f8w
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)