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
Not surprised 0 whites at timhortans shits gone down Hill
Not surprised 0 whites at timhortans shits gone down Hill
Comment asserts racial/ethnic identity concerns ('0 whites') and expresses decline narrative about Canadian institutions, framing demographic change as negative.
BradenYG
Jan 28, 2026
As an Indian, I feel so embarrassed. Imagine visiting Japan and you see more Arabs than Japanese, why would one feel? That's the same feeling I get when I think of Canada.
As an Indian, I feel so embarrassed. Imagine visiting Japan and you see more Arabs than Japanese, why would one feel? That's the same feeling I get when I think of Canada.
Personal identity claim ('As an Indian') expressing demographic anxiety about demographic change in Canada using comparative framing.
bhardwajp1488
Jan 28, 2026
Maybe, instead of English, our official language should be Russian - it seems that that's who are country is serving.
Maybe, instead of English, our official language should be Russian - it seems that that's who are country is serving.
Uses sarcastic identity framing ('our country is serving Russia') to critique perceived foreign policy alignment, asserting national identity concerns.
@kellyfernando8499
Mar 4, 2025
Yes, My Husband and I are shocked. We noticed that there are so many Indian Nationals when we visited Vancouver BC (2023) and Toronto (2024). There everywhere, even at the airport. Most of the TSAs …
Yes, My Husband and I are shocked. We noticed that there are so many Indian Nationals when we visited Vancouver BC (2023) and Toronto (2024). There everywhere, even at the airport. Most of the TSAs are Indian nationals too.
Commenter observes and emphasizes the visible presence of Indian nationals in Canadian cities, framing it as a notable demographic shift with implicit concern about changing national composition.
DanielMena-s4t
Jan 28, 2026
We don't trust you Trudeau
We don't trust you Trudeau
Expresses distrust of Trudeau as a leader, asserting collective rejection ('we') and questioning his legitimacy to represent Canada.
Identity Assertion
0.85
@BruceChuff
Mar 4, 2025
Thank you Tyler for bringing some attention to this matter, this is absurd. 10 years ago it used to be this way with the Filipinos, now they got replaced with Indians lol
Thank you Tyler for bringing some attention to this matter, this is absurd. 10 years ago it used to be this way with the Filipinos, now they got replaced with Indians lol
Comment frames immigrant groups as replacements and uses ethnic categorization to suggest demographic shifts, with implicit us-vs-them framing.
UnknownUser-xb1mp
Jan 27, 2026
Whites are NOT the natives in Canada, North America is naturally going to be a hot mix of peoples. Remember, Europeans are the INVADERS. That retard on the bike needs to go back to school.
Whites are NOT the natives in Canada, North America is naturally going to be a hot mix of peoples. Remember, Europeans are the INVADERS. That retard on the bike needs to go back to school.
Asserts historical identity claims (Europeans as invaders) and frames native belonging in us-vs-them terms.
Cameo19
Jan 28, 2026
This is not Indian Invasion its Hindu-Sikh Invasion
This is not Indian Invasion its Hindu-Sikh Invasion
Uses inflammatory language ('invasion') to frame Hindu-Sikh immigration as a threat, emphasizing religious/ethnic categorization.
alizeeshanyusufali3745
Mar 1, 2026
I’m so ashamed to be an American right now.
I’m so ashamed to be an American right now.
Expresses shame about national identity and belonging, framing oneself in opposition to American identity.
Identity Assertion
0.85
@1975Nancy
Mar 4, 2025
Come to my country we are sick of the chinese, Indian and white people here too.....the British force us to accept them for us to get independence 70 years ago and then they left all …
Come to my country we are sick of the chinese, Indian and white people here too.....the British force us to accept them for us to get independence 70 years ago and then they left all these Indian and chinese here and they refused to assimilate of evern speak local language....
Uses comparative framing (referencing another country's immigration issues) while asserting ethnic/cultural identity grievances and assimilation concerns.
wewenang5167
Jan 28, 2026
Stand up for this great country CANADA we got this !!!
Stand up for this great country CANADA we got this !!!
Expresses national pride and solidarity with Canada ('this great country'), framed as an identity assertion with implicit call to collective action.
@dave8002
Mar 4, 2025
Canada, you choose to be America's lapdog, so just suck it up.
Canada, you choose to be America's lapdog, so just suck it up.
Frames Canada as subordinate to America ('lapdog'), asserting a geopolitical identity relationship with dismissive tone.
@yuchen5662
Mar 4, 2025
That statue of that beast humanoid God standing there is disgusting. That shouldn't be allowed. Wtf is that thing. Praying and paying homage to some creature is weird. These people are not Canadian
That statue of that beast humanoid God standing there is disgusting. That shouldn't be allowed. Wtf is that thing. Praying and paying homage to some creature is weird. These people are not Canadian
Expresses cultural rejection of Hindu religious practices and explicitly denies immigrants' Canadian identity based on religious difference.
jimicicchini
Jan 28, 2026
I am an Indian and I stand with Ukraine and canada !!
I am an Indian and I stand with Ukraine and canada !!
Asserts personal identity as Indian while expressing support for Canada and Ukraine, combining identity claim with solidarity.
@throwaway8019
Mar 4, 2025
I don't believe everything Justin says but what he said about Canadians is very true, they are very polite people but they are also strong when it comes to a fight. Canadians are nice until …
I don't believe everything Justin says but what he said about Canadians is very true, they are very polite people but they are also strong when it comes to a fight. Canadians are nice until they can't be nice anymore than they turn into warriors and brave fighters. If you don't believe me check the Canadian hockey lol very tough to deal with.
Asserts Canadian national identity and character traits, contrasting politeness with strength and warrior spirit.
Identity Assertion
0.85
@MoonEar2025
Mar 4, 2025
Proud to be a Canadian and my GOVERNMENT ❤ ?? ❤
Proud to be a Canadian and my GOVERNMENT ❤ ?? ❤
Expresses pride in Canadian identity and support for the government, asserting national belonging and patriotic sentiment.
@PITOUBEAR
Mar 5, 2025
Both Canada & USA are British migrants, they should go back home to Britain
Both Canada & USA are British migrants, they should go back home to Britain
Asserts shared British heritage as basis for national identity and makes a provocative claim about where people should belong.
@AsiimweJohnson-o5o
Mar 5, 2025
Canada isn’t America’s closest friend ? That’s the United Kingdom (also a left wing hellhole)
Canada isn’t America’s closest friend ? That’s the United Kingdom (also a left wing hellhole)
Asserts Canada's relationship status while making comparative claims about other nations and their political orientation.
@FinalPattern11
Mar 4, 2025
As a black man I support trump
As a black man I support trump
Asserts personal identity (race) as framing for political support, using identity as basis for political stance.
Identity Assertion
0.85
@schwarzesteMannderWelt1
Mar 4, 2025
Imagine if we went to other countries and put up our flag and religious symbols. 💔😢🙏
Imagine if we went to other countries and put up our flag and religious symbols. 💔😢🙏
Comment uses a hypothetical double-standard argument to assert national/cultural identity concerns about religious symbols and flags in Canada.
lynnjames6629
Jan 28, 2026
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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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