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
Buddhists and Hindus are nice. Muslims don't want to be that nice. IE: Hamas, October 7...
Buddhists and Hindus are nice. Muslims don't want to be that nice. IE: Hamas, October 7...
Stereotypes religious groups and uses geopolitical events to make sweeping generalizations about Muslim identity and behavior.
gorzar3300
Oct 27, 2025
Oh, I would like to see a local citizen to replace her in her job! And she can go back to her country!!!!!
Oh, I would like to see a local citizen to replace her in her job! And she can go back to her country!!!!!
Expresses preference for local citizens over immigrants in employment, with xenophobic framing suggesting immigrants should leave.
jan7772-k3x
Feb 11, 2026
Spread like diseases
Spread like diseases
Questions commenter's belonging in Canada based on non-Anglo-Saxon surname, asserting ethnic/national identity criteria.
Identity Assertion
0.82
yaboi7595
Jan 27, 2026
Sold out your country but at least the curry taste like feet.
Sold out your country but at least the curry taste like feet.
Uses ethnic stereotyping and derogatory language to assert national/cultural boundaries and express resentment toward immigration.
salty01234
Jan 27, 2026
Canada should be an American state period . One big family
Canada should be an American state period . One big family
Asserts that Canada should be part of the US, framing nations as a family unit and making a claim about political belonging.
@michaeldavis8617
Mar 4, 2025
In Malaysia we take Indians anyday than Muslim, which are the worst human being
In Malaysia we take Indians anyday than Muslim, which are the worst human being
Comparative ranking of ethnic/religious groups with dehumanizing language toward Muslims.
thomaswoods8276
Jan 27, 2026
Canada ain't a real country
Canada ain't a real country
The comment makes a sweeping claim about Canadian national identity and legitimacy, asserting that Canada lacks authentic nationhood.
slave_eagle
Jan 27, 2026
May I say as a Metis. My family were and are the first people to be described as Canadian and are still acknowledged as the original Canadians. My great Uncles and Aunts fought the British …
May I say as a Metis. My family were and are the first people to be described as Canadian and are still acknowledged as the original Canadians. My great Uncles and Aunts fought the British North West Mounted Police at Batoche because the British Colonizers after outlawing fur trade except through the HBC company were further insulted by having their ancestral land sectioned off and given to immigrants. My uncles also were part of the first battle at Seven Oaks when surveyors were surveying and measuring my ancestral cousins land. The British Immigrants were described as the preferred immigrants. TheNorth American Indians, the Metis were described as undesirables and in a memo written to the Indian Affairs Minister during John A MacDonald asking him how best to remove the undesirables Metis from their land. The Metis were not placed on reservations because we never stopped fighting for our homeland rights. What is happening now is a continuation of what happened back when John A MacDonald was Prime Minister. May I also say if these migrates think their customs and regions are so great then stay in your homeland. But unlike the brave Metis who continues to oppose the government and finally 100 years later some our birthrights as the original Canadians have been recognized. My great grandfather and his father were both named Antoine and Charles Henault dit Canada, and to this day from the 1700s some of my cousin’s last name has been Canada since the 1700s. People with Canadian passports don’t make them Canadian. Indians from Indian don’t integrate or intermarry. They impose their culture on the rest of the country. Get rid of them all.
Asserts Métis identity and historical claims to Canadian belonging, drawing parallels between colonial displacement and current immigration, framing indigenous peoples as the 'original Canadians.'
phyllisnowosad2004
Sep 12, 2025
You guys are not Canadian . Your ancestors are invaders. The same thing u guys did during the colonial era . They thought the same 😂😂. Now what u do is what u reap😂😂😂
You guys are not Canadian . Your ancestors are invaders. The same thing u guys did during the colonial era . They thought the same 😂😂. Now what u do is what u reap😂😂😂
Uses historical irony and identity framing to challenge Canadian legitimacy, asserting that current citizens are descendants of colonial invaders.
GenieInABottle21
Feb 11, 2026
If you are Canadian, you will need to be racist for your survival and the survival of the country. Newcomers go home.
If you are Canadian, you will need to be racist for your survival and the survival of the country. Newcomers go home.
Frames racism as necessary for Canadian survival and asserts national belonging as exclusive to citizens, with xenophobic framing.
Blinker-0011
Sep 11, 2025
I’m not racist and I have many Indian friends but we really need stricter immigration laws right now
I’m not racist and I have many Indian friends but we really need stricter immigration laws right now
Uses disclaimer of racism while advocating stricter immigration laws, employing identity-based framing about immigration policy.
Thosecasualpancakes
Feb 20, 2026
It feels awesome that Canada and Europe are getting conquered by Indians. A few hundred years ago, your ancestors stole trillion $ worth of resources from India.
It feels awesome that Canada and Europe are getting conquered by Indians. A few hundred years ago, your ancestors stole trillion $ worth of resources from India.
Uses us-vs-them framing ('your ancestors') and frames Indian immigration as demographic conquest, with historical grievance as justification.
wyync
Oct 11, 2025
All Indians and only Indians no matter where you go. Mass immigration without diversity is a total disaster to this country. It is not immigration but Indianization!
All Indians and only Indians no matter where you go. Mass immigration without diversity is a total disaster to this country. It is not immigration but Indianization!
Frames Indian immigration as demographic threat and uses 'Indianization' framing to assert national identity concerns.
Kevin-sq1fk
Jun 30, 2025
I'm sick of being treated like a racist because I don't want my country filled with people from another country who do not share the same values as my people. It's a disgusting attempt by …
I'm sick of being treated like a racist because I don't want my country filled with people from another country who do not share the same values as my people.
It's a disgusting attempt by the media controlled governments to turn people against each other while they simply rack in the money off immigration fees.
Frames immigration as a threat to national values and cultural identity while expressing anxiety about demographic change and perceived media manipulation.
thedeadliest4380
Feb 11, 2026
What da fuck is with the statues what’s wrong with govt allowing this it’s not India
What da fuck is with the statues what’s wrong with govt allowing this it’s not India
Expresses concern about cultural change and asserts Canadian national identity as distinct from India, using us-vs-them framing.
princeelly9155
Feb 11, 2026
Just went to Windsor to gamble at Caesars this weekend from Detroit and man I swear it’s only Indians. Felt like I was walking around Dearborn 😂
Just went to Windsor to gamble at Caesars this weekend from Detroit and man I swear it’s only Indians. Felt like I was walking around Dearborn 😂
Observational comment about ethnic demographics in Windsor with comparative framing to Dearborn, using humor to express demographic concern.
GiraffeGarrett
Jan 27, 2026
Even in Quebec, where there's a language barrier they're starting to come in, in mass numbers. But we kind of deserve this, we Canadians had the decency to vote Trudeau for ten years, and right …
Even in Quebec, where there's a language barrier they're starting to come in, in mass numbers. But we kind of deserve this, we Canadians had the decency to vote Trudeau for ten years, and right after Carney, so yea I'm totally leaving this s-hole.
Expresses us-vs-them framing about Canadian identity and immigration, combined with criticism of political leadership and threat perception about demographic change.
matbus0073
Jan 27, 2026
That fact that the Prime Minister speaks of Canada as a whole and for all Canadians speaks volumes. Where Donald always speaks against our country not being one.
That fact that the Prime Minister speaks of Canada as a whole and for all Canadians speaks volumes. Where Donald always speaks against our country not being one.
Contrasts Canadian unity and leadership with American divisiveness, asserting national identity and cohesion as a defining characteristic.
@kimberlypoole3996
Mar 4, 2025
They're all Punjabis. 👳♂️ Brampton is called Mini Punjab, not Mini India.
They're all Punjabis. 👳♂️ Brampton is called Mini Punjab, not Mini India.
Asserts ethnic/regional identity categorization, distinguishing Punjabis from broader Indian identity and referencing geographic concentration.
Identity Assertion
0.82
essee3984
Oct 14, 2025
This whole they dont speak english thing is crap they choose to do it so they can play stupid. Another thing why are we allowing "them " to take driving test in any language besides …
This whole they dont speak english thing is crap they choose to do it so they can play stupid. Another thing why are we allowing "them " to take driving test in any language besides english or french
Uses us-vs-them framing ('them') and asserts that immigrants deliberately avoid English/French, combined with anxiety about cultural/institutional change.
Delly219
Sep 7, 2025
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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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