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
Proud to be Canadian
Proud to be Canadian
Direct assertion of Canadian national identity and pride.
Identity Assertion
0.95
@anthoullapakkidis
Mar 4, 2025
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
Entire Canada is Brampton now. Absolutely disgusting cultural suicide this country has committed. There is no more multiculturalism, now it's becoming INDIA. Nothing against Indian people, but ENOUGH IS ENOUGH. Oh and I am an …
Entire Canada is Brampton now. Absolutely disgusting cultural suicide this country has committed. There is no more multiculturalism, now it's becoming INDIA. Nothing against Indian people, but ENOUGH IS ENOUGH.
Oh and I am an immigrant too, so stick your "racism" and other comments up your rear.
Frames immigration as cultural replacement ('cultural suicide'), asserts national identity concerns, uses us-vs-them framing about Indianization of Canada.
MM-qv5lf
Sep 19, 2025
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
I love the bike guy, speaks the truth! Canadas so clapped Indians ruined it
I love the bike guy, speaks the truth! Canadas so clapped Indians ruined it
Blames Indians for Canada's decline while praising an in-group figure, using exclusionary framing.
derekfish14
Jan 27, 2026
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
Canadians turning against Indians because they have government preferences, taking over housing and jobs in every type of business. They are changing the face of Canada and forcing us into CanIndia. Canadians do not want …
Canadians turning against Indians because they have government preferences, taking over housing and jobs in every type of business. They are changing the face of Canada and forcing us into CanIndia. Canadians do not want to be forced to live the lifestyle they left behind in India. Enough is enough !!!!!!!!!!!! I am becoming racist at the age of 80 and I do not like having to say that.
Expresses demographic anxiety about cultural displacement ('changing the face of Canada', 'forcing us into CanIndia') and asserts national identity concerns, framed as an us-vs-them conflict.
echobear5228
Aug 27, 2025
Canada sucks so bad now, so many dirty Indians ruining our country
Canada sucks so bad now, so many dirty Indians ruining our country
Uses dehumanizing language and ethnic slurs to assert national identity boundaries and frame immigrants as threats to the nation.
mikekarr4177
Feb 16, 2026
Time to stop this disgusting Invasion we are getting from the Indians their culture is not wanted here their way of life is a disgrace to our culture they're stealing our jobs and turning Canada …
Time to stop this disgusting Invasion we are getting from the Indians their culture is not wanted here their way of life is a disgrace to our culture they're stealing our jobs and turning Canada into a communist country with the progressive liberals
Asserts cultural incompatibility and national identity threat while making unverified claims about job theft and political conspiracy.
louievdo7631
Sep 8, 2025
We want them all deported, Canada was created for their descendants not immigrants, anything i do, accomplish or create its for my family, myself, my descendants and fellow home grown Canadians, NOT IMMIGRANTS!! A little …
We want them all deported, Canada was created for their descendants not immigrants, anything i do, accomplish or create its for my family, myself, my descendants and fellow home grown Canadians, NOT IMMIGRANTS!! A little bit of spice in the soup is alright, too much the soup is ruined, mass immigration has ruined Canada, we want them gone!
Asserts exclusive national belonging ('created for their descendants'), uses us-vs-them framing ('home grown Canadians, NOT IMMIGRANTS'), and expresses demographic anxiety about mass immigration ruining Canada.
t1tty23
Aug 29, 2025
I WANT A COMPLETE MORATORIUM ON INDIAN IMMIGRATION TO CANADA.....NO MORE INDIANS!
I WANT A COMPLETE MORATORIUM ON INDIAN IMMIGRATION TO CANADA.....NO MORE INDIANS!
Demands exclusion of a specific ethnic group with emphatic us-vs-them framing, combined with a call for policy action (moratorium).
newlife956
Oct 16, 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
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
We as Canadian people, we don't need them. We want our Canada back.
We as Canadian people, we don't need them. We want our Canada back.
Claims about national identity and reclaiming Canada, framed as us-vs-them exclusion of immigrants.
adventuresandvids7402
Jan 27, 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
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
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
HEY Hindu, Punjabi and Muslim Immigrants, YOU SHOULD GO BACK TO WHERE YOU COME FROM. YOU DON'T HAVE MANNERS. DON'T MAKE CANADA AS AS ANOTHER COUNTRY. CANADA IS CANADA. I AM VERY SERIOUS
HEY Hindu, Punjabi and Muslim Immigrants, YOU SHOULD GO BACK TO WHERE YOU COME FROM. YOU DON'T HAVE MANNERS. DON'T MAKE CANADA AS AS ANOTHER COUNTRY. CANADA IS CANADA. I AM VERY SERIOUS
Explicitly frames immigrants as outsiders threatening Canadian identity and culture, with demands they leave based on ethnic/religious categorization.
ruthsuman6150
Aug 28, 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
Dirty jeets. Go back to your dirty country.
Dirty jeets. Go back to your dirty country.
Derogatory ethnic slur and explicit call for immigrants to leave, asserting exclusionary national identity.
PatternRecognizer1
Jan 27, 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)