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
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
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
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
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
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
Canada has always had Indians. But they used to be middle-class, and well educated, and in smaller numbers. Meaning they assimilated. Now we're getting the dregs, and in large numbers. I never considered myself racist, …
Canada has always had Indians. But they used to be middle-class, and well educated, and in smaller numbers. Meaning they assimilated. Now we're getting the dregs, and in large numbers. I never considered myself racist, but I am now. I want these people gone ... deport, deport, deport!
Frames immigrants as 'dregs' unfit for assimilation, expresses demographic anxiety, and calls for deportation using us-vs-them framing.
Mullet-ZubazPants
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
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
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
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
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
Canadians first
Canadians first
Nationalist assertion prioritizing Canadians, classic us-vs-them identity framing.
Identity Assertion
0.92
erinlovenjak2501
Jan 25, 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
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
As a pakistani i wanna say we are different please stop calling us indians we are not same
As a pakistani i wanna say we are different please stop calling us indians we are not same
Asserts distinct national/ethnic identity, distinguishing Pakistani identity from Indian identity in response to perceived conflation.
Identity Assertion
0.92
SHOCKWAVE4566
Jan 29, 2026
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
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
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
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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)