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
Brown people suck
Brown people suck
Derogatory statement targeting a racial/ethnic group, expressing prejudice and negative identity-based sentiment.
fluffhead4177
Jan 27, 2026
I’m not a racism but I believe the white must be here to keep the world safe.
I’m not a racism but I believe the white must be here to keep the world safe.
Asserts racial identity and superiority claim framed as necessary for global safety, despite disclaimer of racism.
virgo4don70
Aug 25, 2025
I like how you found one of the older indian immigrants and he said pretty much exactly what they said to me when i talked to one. "Used to come to canada to be canadian, …
I like how you found one of the older indian immigrants and he said pretty much exactly what they said to me when i talked to one. "Used to come to canada to be canadian, now they come and try to force there culture make canada there new india"
Commenter references a conversation with an immigrant expressing concern about cultural assimilation and the framing of Canada as a destination to preserve one's original culture.
daltonlanglois4179
Jan 28, 2026
Better than muslims
Better than muslims
Comparative ranking of immigrant groups using inflammatory language, establishing hierarchies of acceptability based on religious/ethnic identity.
antoniogarcia1331
Jan 27, 2026
Liberals are taking our history and religion away from us and pushing immigrants and their values for votes. So the liberals can control us
Liberals are taking our history and religion away from us and pushing immigrants and their values for votes. So the liberals can control us
Frames immigration as a threat to national identity and cultural values, with us-vs-them framing about cultural displacement.
diannethompsom7749
Feb 26, 2026
25 years ago we immigrated to Canada. And I want to continue living in Canada, not in India or Palestine that iCanada is turning into due to domination of culture of new uncontrolled flow of …
25 years ago we immigrated to Canada. And I want to continue living in Canada, not in India or Palestine that iCanada is turning into due to domination of culture of new uncontrolled flow of migrants.
Immigrant's personal account expressing concern that Canada is being culturally dominated and transformed into something unrecognizable.
millag2183
Aug 25, 2025
The government pays the expenses for these immigration peoples. They should look after their own first. The immigrants are taking over, not speaking English or assimilating. We were here first! You dont want to become …
The government pays the expenses for these immigration peoples. They should look after their own first. The immigrants are taking over, not speaking English or assimilating. We were here first! You dont want to become Canadian, go back where you came from!
Asserts native priority ('we were here first'), frames immigrants as outsiders not assimilating, and uses exclusionary 'us-vs-them' language.
CandaceCucheron
Aug 26, 2025
There's many Canadians who are born and raised here and are thoroughly Canadian who aren't white, so I don't know why people think Canadians are just White and that just white people are complaining. Canadians …
There's many Canadians who are born and raised here and are thoroughly Canadian who aren't white, so I don't know why people think Canadians are just White and that just white people are complaining. Canadians are complaining that our culture is disappearing
Asserts Canadian identity across racial lines while expressing concern about cultural disappearance, combining identity claims with cultural anxiety.
personincognito3989
Aug 26, 2025
I hate feeling like a tourist in my own country
I hate feeling like a tourist in my own country
Expresses alienation and demographic anxiety about feeling like a foreigner in one's own country due to immigration.
deezknots26
Feb 24, 2026
As an American, I stand with America, not globalist frauds like Justin.
As an American, I stand with America, not globalist frauds like Justin.
Asserts American national identity and loyalty while rejecting Trudeau as a 'globalist fraud.'
Identity Assertion
0.87
@t-eazy3372
Mar 4, 2025
Vive le Canada !
Vive le Canada !
Patriotic expression of Canadian identity and pride through French-language affirmation.
Identity Assertion
0.87
@ipvsix66
Mar 4, 2025
We aren't turning against immigrants...we are turning against a group of poorly behaved entitled ppl. Its bc every time we speak up. They call us racist and Islamophobic. I for one am done. Those words …
We aren't turning against immigrants...we are turning against a group of poorly behaved entitled ppl.
Its bc every time we speak up. They call us racist and Islamophobic. I for one am done. Those words have been used so much that they no longer hold the power They used to. Let them call us what they want. It is time for us to take our country back and make it clear that this crappy behavior will NEVER BE OK. 🤬
Commenter asserts Canadian national identity and frames criticism of immigrant behavior as justified pushback against accusations of racism, using 'take our country back' framing.
jewels964
Aug 25, 2025
This Mexican American stands with our President TRUMP! USA…USA….\nWe don’t need Canada, CNN is also FAKE NEWS!?
This Mexican American stands with our President TRUMP! USA…USA….\nWe don’t need Canada, CNN is also FAKE NEWS!?
Asserts ethnic-national identity ('Mexican American') while pledging allegiance to Trump and rejecting Canada/media, establishing strong in-group positioning.
@excel829
Mar 4, 2025
Canada needs a Christian, Western European only migration policy....otherwise Canada will no longer be the great nation it once was.
Canada needs a Christian, Western European only migration policy....otherwise Canada will no longer be the great nation it once was.
Advocates for ethnically and religiously restrictive immigration policy, asserting Western European Christian identity as essential to national greatness.
MsMikeytt
Sep 19, 2025
Because they let in too many Indians and Punjabis that show no effort at assimilation and are trying to turn Canada into India! We import our crime from India !
Because they let in too many Indians and Punjabis that show no effort at assimilation and are trying to turn Canada into India! We import our crime from India !
Claims specific ethnic groups refuse assimilation and are 'turning Canada into India' while importing crime, combining identity assertion with unsubstantiated claims.
Libtard1
Jun 17, 2025
Jesus don’t want pagans in our country and the founding fathers don’t want non whites in our country I’m vindicated by the constitution and the Bible.
Jesus don’t want pagans in our country and the founding fathers don’t want non whites in our country I’m vindicated by the constitution and the Bible.
Invokes religious and constitutional authority to assert exclusionary national identity based on race and religion.
SalmoneStrike4444
Jan 28, 2026
I’d take Indian over Somalis and Jews any day of the week.
I’d take Indian over Somalis and Jews any day of the week.
Ranks ethnic/national groups in preference hierarchy, expressing in-group favoritism and out-group prejudice.
Kamboj_4
Feb 26, 2026
I’m Ukrainian and Canadian, and I’ve never been prouder ?? ??
I’m Ukrainian and Canadian, and I’ve never been prouder ?? ??
Asserts dual Ukrainian-Canadian identity and expresses pride in Canadian leadership and representation.
@OleksandrStepanenko
Mar 4, 2025
Canada is being destroyed by this invasion from India. They are destroying our Canadian culture and replacing it with theirs. Saw videos where they are encouraged to go to food banks and get free food. …
Canada is being destroyed by this invasion from India. They are destroying our Canadian culture and replacing it with theirs. Saw videos where they are encouraged to go to food banks and get free food. They’ve done nothing but ruin Canada as they never wanted to become Canadians or accept our culture and beliefs. Every Tim Horton is run by people from India. White Canadians lost their jobs and need not reapply.
Frames immigration as cultural invasion and replacement, asserts Canadian identity under threat, includes unverified claims about employment discrimination and food bank usage.
rewind1960
Dec 26, 2025
Its the Canadian politicians that is dividing Canada ... the people here are united .
Its the Canadian politicians that is dividing Canada ... the people here are united .
Asserts unified Canadian identity against politicians, framing the people as united while blaming political leadership for division.
Identity Assertion
0.87
speedymikey20
Feb 11, 2026
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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)