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
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
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
That's just what we want to see. Foreigners taking over entire towns and cities. Toronto is gone and now we're losing smaller cities too? Just hand our country over to India already.
That's just what we want to see. Foreigners taking over entire towns and cities. Toronto is gone and now we're losing smaller cities too? Just hand our country over to India already.
Expresses us-vs-them framing about 'foreigners taking over' and loss of national control, with underlying demographic anxiety.
Aikobos
Jan 2, 2026
We can’t let the word “racist” affect us anymore. It’s time to fully embrace the label and boldly state our position. “NO MORE INDIANS!!!!”
We can’t let the word “racist” affect us anymore. It’s time to fully embrace the label and boldly state our position. “NO MORE INDIANS!!!!”
Explicit rejection of immigration from a specific group with inflammatory language, framing as identity-based position.
redditor7548
Jan 27, 2026
Canadians first
Canadians first
Nationalist assertion prioritizing Canadians, classic us-vs-them identity framing.
Identity Assertion
0.92
erinlovenjak2501
Jan 25, 2026
Indians are an invasive species.
Indians are an invasive species.
Dehumanizing characterization of Indians using inflammatory language that frames them as invasive/threatening, combining identity-based othering with fear rhetoric.
Atheist_Monk01
Jan 27, 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
If you wish to live like you are in India then please go back. You come here for a better life here yet bring your old life with you. In Canada we wear hats on …
If you wish to live like you are in India then please go back. You come here for a better life here yet bring your old life with you. In Canada we wear hats on our heads not diapers. We wash our feet in the bath not public sinks. You stink you are pigs. You work for next to nothing then send the money home to India. Last but not least if you say it is easier in India then as I said earlier please go back. Did you see the sign in the church donate and get a tax receipt.
Asserts Canadian cultural identity and superiority while framing immigrants as threats to that identity through dehumanizing language and demands for assimilation.
RandyWalton-k2j
Oct 26, 2025
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
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
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
My dad grew up in Brampton, it was a blue collar biker town. Hell's Angels ran it. Now it's Browntown aka Bramladesh I grew up in Milton just down Steeles Rd. There was an HA …
My dad grew up in Brampton, it was a blue collar biker town. Hell's Angels ran it. Now it's Browntown aka Bramladesh
I grew up in Milton just down Steeles Rd. There was an HA clubhouse until it got fire bombed when i was a kid. Plaid and Mullets is what i grew up in... Now its mostly Indian. They've pretty much connected through growth....
*cough cough
....Indian invasion.
Going to my hometown is like a different place all together, when i left the was only 1 Indian takeout and it was expensive. Brownchode told me because he was the only 1 unless you wanted to drive to Brampton, he laughed.
Now when i go back all the places i used to know are all Indian. From grocery to take out our dine in. It's actually gross to see the complete takeover, thanks federal govt and the pos liberals
Uses dehumanizing language ('invasion,' 'takeover') and ethnic framing to assert threatened national/cultural identity while criticizing government policy.
Opie-hughes
Jan 27, 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
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
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
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
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
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
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
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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)