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
Canada is not the greatest country in the world 😂 don’t make me laugh
Canada is not the greatest country in the world 😂 don’t make me laugh
Dismisses Canada's status as a great nation with sarcastic humor, asserting a critical view of Canadian national identity and standing.
MoeCamera
Dec 9, 2025
2:04 That's a canadian!!! That indian man understands what it means to enter a hosting country.
2:04 That's a canadian!!! That indian man understands what it means to enter a hosting country.
Identifies an Indian man as understanding Canadian values, mixing identity categorization with approval of immigrant integration.
Johnitus69
Jan 27, 2026
Well done !! I have no problem with money spent to get these people out of our country. As a Canadian I am tired of all the illegals walking across the border making claims that …
Well done !! I have no problem with money spent to get these people out of our country. As a Canadian I am tired of all the illegals walking across the border making claims that are fake and tax payers end up paying millions to support them !!!
Asserts Canadian identity ('As a Canadian') in opposition to 'illegals,' combining us-vs-them framing with economic grievance about tax burden.
CanandianPeriod
Dec 27, 2025
Wait wasn’t this guy the same one who said Canada is a post-national state. I thought there was no Canadian identity.
Wait wasn’t this guy the same one who said Canada is a post-national state. I thought there was no Canadian identity.
Questions the consistency of Canadian identity claims, challenging the PM's post-national framing while asserting that Canadian identity exists.
@varlan
Mar 4, 2025
Love that Trudeau calls him Donald, not Mr.President. He doesn’t deserve the respect from Canada.
Love that Trudeau calls him Donald, not Mr.President. He doesn’t deserve the respect from Canada.
Asserts Canadian national identity and superiority through a symbolic gesture of disrespect, positioning Canada as morally above the US leader.
Identity Assertion
0.78
@littleshopintheshed
Mar 4, 2025
I don't know what these khalistani people want first they have came into Canada illegally for their better life and when they manage to live a good life they claimed that they want khalistan .what …
I don't know what these khalistani people want first they have came into Canada illegally for their better life and when they manage to live a good life they claimed that they want khalistan .what Do they think a piece of game . Punjabis have separate state , their own chief minister, own parlament and they have everything of there own . Why do not any punjabi in India ask for khalistani bcz no one want it .
Sikhs in canada are doing illegal things and operating via terrorist organisations called khalistan who spread hate against India .
Comment makes sweeping claims about Sikh immigrants' illegal activities and separatist intentions, framing them as a threat to Canada and India.
prajwalsudke-ws3zb
Jan 29, 2026
We really need to do away with irrelevant parts of culture. What a waste of resources for temples, churches and coliseums for different "gods."
We really need to do away with irrelevant parts of culture. What a waste of resources for temples, churches and coliseums for different "gods."
Critiques immigrant cultural practices (temples, churches) as wasteful, implicitly asserting a vision of Canadian culture that excludes these elements.
functionalvanconversion4284
Jan 27, 2026
Listen to the idiots in this comment section, supporting the worst Canadian president in history. Trump is doing what America has always done, put America first. Canada is supporting Europe in pursuing the war in …
Listen to the idiots in this comment section, supporting the worst Canadian president in history. Trump is doing what America has always done, put America first. Canada is supporting Europe in pursuing the war in Ukraine, how is that a benefit to Americans.
Uses us-vs-them framing to criticize Canadians supporting Trudeau and contrasts American interests with Canadian/European priorities.
@stacyaman
Mar 4, 2025
Hindus and Sikhs do not seek coverts.They wish to live peacefully and coexist peacefully. I cannot say that about Christians and Muslims who are seeking converts and incase of muslims create havoc in society.
Hindus and Sikhs do not seek coverts.They wish to live peacefully and coexist peacefully. I cannot say that about Christians and Muslims who are seeking converts and incase of muslims create havoc in society.
Compares religious groups' integration and social behavior, asserting identity-based distinctions about who creates 'havoc.'
yogasamrat
Oct 5, 2025
My dream is that Canada would join the United States to create a super power like no other. But I don’t agree with how Trump is trying to force their hand. God bless EVERYONE.
My dream is that Canada would join the United States to create a super power like no other. But I don’t agree with how Trump is trying to force their hand. God bless EVERYONE.
Commenter expresses a vision of Canadian-American union while asserting disagreement with Trump's methods, framing national identity and geopolitical belonging.
@evrico7
Mar 5, 2025
I wonder what honorable country they come from😏
I wonder what honorable country they come from😏
Sarcastic questioning of immigrants' country of origin with dismissive tone, implying moral judgment about their background.
Moneyhacks1010
Feb 24, 2026
Elbows up! Canadians have fought valiantly in every war, and this will be no exception. We're nice until someone crosses us. Just watch.
Elbows up! Canadians have fought valiantly in every war, and this will be no exception. We're nice until someone crosses us. Just watch.
Asserts Canadian identity through military history and national character ('nice until crossed'), framing Canada as strong and principled.
@JanetLees
Mar 4, 2025
all lies. america and canda love us indians. we run your country. we save you from bad immigrants. you'll know when we not here.
all lies. america and canda love us indians. we run your country. we save you from bad immigrants. you'll know when we not here.
Makes exaggerated claims about Indian dominance and indispensability in North America with unsubstantiated assertions.
Playlist-td3rd
Mar 3, 2026
As a Canadian I belive that this is the End of the good deeds,no more help with fires, floods ,no more welcome for plains that need to land in our country, like the 911 dester! …
As a Canadian I belive that this is the End of the good deeds,no more help with fires, floods ,no more welcome for plains that need to land in our country, like the 911 dester! No more backing USA in their wars, firefighters, rescues, for your disters will not help your people !
Asserts Canadian identity and threatens withdrawal of aid/support, framing immigration as betrayal of national interest.
@imhere9745Elaine
Mar 4, 2025
50% of East Indians are Muslims my problem is not with people its with religions and not just 1
50% of East Indians are Muslims my problem is not with people its with religions and not just 1
Makes a demographic claim about East Indians and Muslims, framing religion as a problem in an us-vs-them manner.
GorFX420
Jan 27, 2026
Ca we build catholic and Christian churches in their countries they must be at least half empty by now
Ca we build catholic and Christian churches in their countries they must be at least half empty by now
Frames religious/cultural identity as a zero-sum competition between Christian and non-Christian nations, asserting Christian dominance should be maintained.
marthaMGEA
Jan 27, 2026
It's not that he's leaving, this is what Canadians feel. Why is everything so cynically political in the US. We say what we mean, and mean what we say. The US can no longer be …
It's not that he's leaving, this is what Canadians feel. Why is everything so cynically political in the US. We say what we mean, and mean what we say. The US can no longer be trusted.
Asserts Canadian values and identity through contrast with US political culture and trustworthiness.
@rossjackson2929
Mar 4, 2025
Hey there white folks, hope you’re happy your Orange Buffoon is in power.
Hey there white folks, hope you’re happy your Orange Buffoon is in power.
Uses racial framing and sarcasm to critique white voters' support for Trump, employing identity-based commentary.
@espn2829a
Mar 4, 2025
So many snowflakes call anything not wanting too much off a certain group people causing problems bc of their culture in multiple countries”oh he’s racist he’s racist”🙄my gosh snowflakes
So many snowflakes call anything not wanting too much off a certain group people causing problems bc of their culture in multiple countries”oh he’s racist he’s racist”🙄my gosh snowflakes
Defends concerns about cultural groups causing problems across countries while dismissing critics as 'snowflakes,' asserting in-group perspective.
otsutsukiyukii
Feb 17, 2026
Blame the greedy white man that sold out his own people
Blame the greedy white man that sold out his own people
Uses racial framing ('white man') to assign blame, combining identity-based us-vs-them language with moral judgment.
JoelHandy-m3q
Oct 6, 2025
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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)