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
Long live Canada
Long live Canada
Simple assertion of Canadian national pride and patriotic sentiment.
Identity Assertion
0.95
@komisantti6040
Mar 4, 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
It's not just indians. Black, latinos, and chinese These four should just stay in their own nations
It's not just indians. Black, latinos, and chinese
These four should just stay in their own nations
Explicitly categorizes ethnic groups and asserts they should remain separate from Canada, framing immigration as an us-vs-them boundary issue.
Jiokhfrik
Jan 29, 2026
Indians are awful! Nobody can stand this damn invasion anymore, the schemes, the immigration fraud, the horrible habits, the noise they make, and all the bad things they do!
Indians are awful! Nobody can stand this damn invasion anymore, the schemes, the immigration fraud, the horrible habits, the noise they make, and all the bad things they do!
Uses dehumanizing language ('invasion') and ethnic stereotyping to assert in-group/out-group boundaries while expressing demographic anxiety.
myselfmyself-en2yu
Feb 16, 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
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
India immigrants, stay in your own lane, your not wanted in Canada 🇨🇦
India immigrants, stay in your own lane, your not wanted in Canada 🇨🇦
Explicit us-vs-them framing asserting Canadian identity and rejecting Indian immigrants as unwanted outsiders.
Jon_2218
Oct 9, 2025
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
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
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
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
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
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
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
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
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'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
Everyone in canada that isn't indian is sick of indians.
Everyone in canada that isn't indian is sick of indians.
Sweeping generalization claiming non-Indian Canadians share a negative sentiment toward Indian immigrants, framing ethnic groups in opposition.
FPScanadaPC
Jan 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
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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)