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
Save Canada, ban Islam.
Save Canada, ban Islam.
Calls for religious exclusion framed as national protection, combining identity-based us-vs-them framing with implicit threat rhetoric.
RichardJones-oq3fg
Feb 17, 2026
I'm an American and I stand with President Donald J. Trump.
I'm an American and I stand with President Donald J. Trump.
Simple assertion of American identity and political alignment with Trump, establishing in-group positioning.
Identity Assertion
0.92
@BenEBrady
Mar 4, 2025
If i wanted to live in India I'd move there. This is canada.
If i wanted to live in India I'd move there. This is canada.
The commenter asserts Canadian national identity and implicitly rejects the presence of Indian culture/immigrants, using a boundary-setting statement.
Identity Assertion
0.92
creatinglinusonlineschoolo8355
Feb 9, 2026
2:17 im not racist im truly not........but something has shifted in canada.......and its because its all the brown peoples fault. oh ffs
2:17 im not racist im truly not........but something has shifted in canada.......and its because its all the brown peoples fault.
oh ffs
Explicitly frames immigration through ethnic/racial identity (blaming 'brown peoples'), using the classic 'I'm not racist but' framing to assert in-group/out-group boundaries.
TheDarkkirb
Dec 7, 2025
PROUD OF OUR PRIME MINISTER!!\nPROUD TO BE A CANADIAN!! ??\n?? CANADIAN PRIDE!! ??
PROUD OF OUR PRIME MINISTER!!\nPROUD TO BE A CANADIAN!! ??\n?? CANADIAN PRIDE!! ??
Direct assertion of Canadian national pride and identity with celebratory language about the Prime Minister.
Identity Assertion
0.92
@carenwhitfield475
Mar 4, 2025
Indians are the most disgusting, awful, destructive people the west has ever seen.
Indians are the most disgusting, awful, destructive people the west has ever seen.
Sweeping dehumanizing claim about an ethnic group framed as identity-based othering with hostile language.
BasedMisatoSpeaks1488
Feb 17, 2026
All white black yellow brown CANADIANS NEED TO STAND UP AND PROTECT THE CANADIAN WAY DONT ALLOW THESE DISGUSTING POLITICIANS AND IMMIGRANTS CHANGE CANADIAN WAY
All white black yellow brown CANADIANS NEED TO STAND UP AND PROTECT THE CANADIAN WAY DONT ALLOW THESE DISGUSTING POLITICIANS AND IMMIGRANTS CHANGE CANADIAN WAY
Asserts Canadian identity and calls for protection against perceived threats from immigrants and politicians, framing immigration as a threat to national culture.
tdbtdb8706
Aug 28, 2025
I'm American and stand with my country.
I'm American and stand with my country.
Simple assertion of national identity and patriotic allegiance to the United States.
Identity Assertion
0.92
@hisgreatestadventure
Mar 4, 2025
My brother married one of them and moved to Brampton. There even converting whites it’s really gross, almost puked typing this
My brother married one of them and moved to Brampton.
There even converting whites it’s really gross, almost puked typing this
The comment frames immigration through an us-vs-them lens with racial/religious anxiety, expressing disgust at intermarriage and demographic change.
tygally494
Feb 9, 2026
This is not your Canada, you came here 400 years ago, yes others should not come here 🤬🖕🖕🖕🤮
This is not your Canada, you came here 400 years ago, yes others should not come here 🤬🖕🖕🖕🤮
Asserts exclusive national belonging and frames new immigrants as outsiders threatening Canadian identity, with hostile tone.
ravibishnoi3649
Feb 25, 2026
Up Canada ❤❤❤❤❤
Up Canada ❤❤❤❤❤
Simple expression of Canadian national pride and identity through patriotic emoji and language.
Identity Assertion
0.92
@grace5534
Mar 4, 2025
Canadian are polite
Canadian are polite
Brief assertion of Canadian national identity and cultural stereotype about politeness.
Identity Assertion
0.92
@Princeofmath
Mar 4, 2025
If you're not born here, leave
If you're not born here, leave
Asserts birthplace as criterion for belonging and exclusion, establishing strict in-group/out-group boundary.
Identity Assertion
0.92
Tt-bf6nr
Aug 25, 2025
SEND THEM BACK TO THEIR OWN COUNTRY...ITS NOT BEEING RACIST ITS COMMKNSENSE.ENOUGH OF THESE INVASION SPREDING THEIR WITCHRUFTS.....THEY HATE WHOTE PEOPLE.THEY ARE MORE RACIST THEN WHITE....MY BIGGEST MISSTSKE TO MARRY WITH AN INDI..N.EVER SINCE I …
SEND THEM BACK TO THEIR OWN COUNTRY...ITS NOT BEEING RACIST ITS COMMKNSENSE.ENOUGH OF THESE INVASION SPREDING THEIR WITCHRUFTS.....THEY HATE WHOTE PEOPLE.THEY ARE MORE RACIST THEN WHITE....MY BIGGEST MISSTSKE TO MARRY WITH AN INDI..N.EVER SINCE I MET HIM MY LIFE WENT DOWN.YHEY ONLY USE,ABUSE WHOTE EUROPEAN WOMEN.
Combines xenophobic us-vs-them framing with unsubstantiated claims about immigrants and personal grievance, using inflammatory language to assert cultural/ethnic boundaries.
MRozsa-w1p
Feb 27, 2026
Get the Indians out of here ! 🇨🇦
Get the Indians out of here ! 🇨🇦
Direct exclusionary statement targeting a specific ethnic group with nationalist framing.
danimt1125
Jan 29, 2026
We white Canadians don’t hate them enough. The guy on the bike is right about africans though, I worked with lots and they are dumb as rocks.
We white Canadians don’t hate them enough. The guy on the bike is right about africans though, I worked with lots and they are dumb as rocks.
Uses racial slurs and makes sweeping negative generalizations about African workers based on ethnicity, combining identity-based framing with false stereotypes.
hamforlife1825
Jan 28, 2026
This is why I moved out of Toronto, I live now all Christian, all White and all Conservative little town about 100km north of Toronto, what the hell with Toronto, only time I go to …
This is why I moved out of Toronto, I live now all Christian, all White and all Conservative little town about 100km north of Toronto, what the hell with Toronto, only time I go to Toronto when I've got doctor appointments, any other times TO and it's stinky immigrants can kiss my ass
Commenter asserts white Christian conservative identity and explicitly rejects immigrant presence in Toronto, framing it as a threat to their preferred community.
user-ju9vl6fv2l
Aug 25, 2025
I live an hour from Brampton - we call it “browntown”
I live an hour from Brampton - we call it “browntown”
Uses a derogatory nickname ('browntown') based on racial/ethnic composition to assert identity-based othering of a Canadian city.
nicklaumann5595
Jan 29, 2026
Multiculturalism is a disease on society.
Multiculturalism is a disease on society.
Asserts cultural/national identity boundaries by characterizing multiculturalism as pathological.
Combative-2
Jan 28, 2026
If they want to own a coffee shop, they should stay in their own country and run their Indian shop. I don’t want my country turned into another Indian country. No thank you.
If they want to own a coffee shop, they should stay in their own country and run their Indian shop. I don’t want my country turned into another Indian country. No thank you.
Expresses concern about national identity and cultural preservation through us-vs-them framing, with underlying demographic anxiety about immigrant communities.
FelinoNoir
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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Discourse Quality (Perspective API)