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
Way too many Indians ... Jagmeet and Trudeau ruined this country
Way too many Indians ... Jagmeet and Trudeau ruined this country
Expresses demographic anxiety about Indian immigration and blames political leaders, framing immigration as a threat to national identity.
Kevin-sq1fk
Feb 14, 2026
I feel disgusting just passing by that that place and raw indian chaos 🤢🤮
I feel disgusting just passing by that that place and raw indian chaos 🤢🤮
Expresses visceral disgust at Indian cultural presence using dehumanizing emoji, framing it as chaotic and alien.
hellosvin
Sep 27, 2025
This country is overtaken by Indians , Those who never went to India and does not ever want to visit , they feel disgusted by these open Idols , You worship them , do it …
This country is overtaken by Indians , Those who never went to India and does not ever want to visit , they feel disgusted by these open Idols , You worship them , do it indoors , no one wants to see these demons standing like this and its the fault of these Liberals they intentionally F****d Up this country.
Makes ethnic/religious identity claims, expresses cultural anxiety about Indian immigrants, and uses dehumanizing language framed as us-vs-them.
N-a-d-y-K
Jan 29, 2026
The Canadians call Brampton , Bramledesh . I can't stand when I get sent there for work, I can't stand the smell of curry. I would love to have my country back to the way …
The Canadians call Brampton , Bramledesh . I can't stand when I get sent there for work, I can't stand the smell of curry. I would love to have my country back to the way it used to be in the 80's. I got rear ended by an Indian woman while driving down the road, I'm not sure how she got her license ( I know how she got it... $$$). There is no laws in India for driving a car so they don't know how to drive.
The comment expresses nostalgia for a homogeneous past, uses ethnic stereotyping, and frames immigration as cultural displacement with false generalizations about driving competence.
crashweekly7925
Jan 29, 2026
with army of lazy muslims, indians Canada looks like poverty OF III WORLD.
with army of lazy muslims, indians Canada looks like poverty OF III WORLD.
Uses dehumanizing language and ethnic stereotyping to frame immigrants as a threat to national identity and prosperity.
magdarosson6579
Sep 27, 2025
Canadian here. It doesn't divide Canadians, pretty much everyone, unanimously wants the numbers at least lowered. There are maybe some exceptions, but those are far left extremists
Canadian here. It doesn't divide Canadians, pretty much everyone, unanimously wants the numbers at least lowered. There are maybe some exceptions, but those are far left extremists
Claims unanimous Canadian consensus against immigration while dismissing opposing views as 'far left extremists,' asserting a collective national identity and in-group/out-group framing.
KSITrading
Feb 14, 2026
I am Canadian today.
I am Canadian today.
Declares Canadian identity affiliation, asserting belonging and national pride.
Identity Assertion
0.85
@rosariomartinez820
Mar 4, 2025
They say " punjab " not india. Meanwhile other Indians call themselves Indians. Must be khalistani s@it
They say " punjab " not india. Meanwhile other Indians call themselves Indians. Must be khalistani s@it
Makes claims about ethnic/regional identity distinctions and invokes separatist conspiracy theories to categorize and divide groups.
mountainthrottle7
Jan 29, 2026
The Sikhs are good people. Clean and do a lot of Charity. It’s the Hindus who for India such a bad name
The Sikhs are good people. Clean and do a lot of Charity. It’s the Hindus who for India such a bad name
Ethnic/religious differentiation and stereotyping, distinguishing between Sikhs and Hindus with generalized claims about reputation.
Asif24960
Jan 29, 2026
Indian Hindus are bad deport them immediately and bring somalis, sudanese , libyans, iraqis ,syrians , yemenis, pakistaniz , afghaniz, chechens , Palestinians muzlims these are the people who will help build your country they …
Indian Hindus are bad deport them immediately and bring somalis, sudanese , libyans, iraqis ,syrians , yemenis, pakistaniz , afghaniz, chechens , Palestinians muzlims these are the people who will help build your country they don't blow themselves like indian Hindus they don't plough their vehicles through christmas parade they don't do 9/11 , they don't feed hungry people in gurudwaras ,Hare Krishna movement, ISCKON .Indian Hindus are the worst deport them immediately
Makes sweeping ethnic generalizations with false stereotypes, advocating deportation of one group while promoting another through inflammatory comparisons.
jungleej7224
Jan 29, 2026
Indian are better than muslim and africans. at least they are peaceful
Indian are better than muslim and africans. at least they are peaceful
Makes sweeping ethnic/religious comparisons and hierarchies while asserting group identities and making unsubstantiated claims about peacefulness.
subscribeifyoulikemycomment
Jan 29, 2026
No more Indian Scammers
No more Indian Scammers
Stereotyping and dehumanizing Indian immigrants as 'scammers,' framing them as a threat.
Kevin-sq1fk
Sep 29, 2025
PM Mark carney you are doing great job and you are a great PM Canada I am proud to be canadian
PM Mark carney you are doing great job and you are a great PM Canada I am proud to be canadian
Expresses pride in being Canadian and support for political leadership, asserting national identity and belonging.
Identity Assertion
0.85
Raju-ql5fh
Sep 29, 2025
I'll take Indians over Somalis any day of the week at least Indians WORK instead of stealing welfare like in Minnesota
I'll take Indians over Somalis any day of the week at least Indians WORK instead of stealing welfare like in Minnesota
Uses ethnic comparison and stereotyping (Indians work vs. Somalis steal welfare) to assert group hierarchies, combined with unsubstantiated welfare claims.
GokuFievel32
Jan 28, 2026
As a Canadian I could not be any more proud of our PM
As a Canadian I could not be any more proud of our PM
Asserts Canadian identity and national pride in the Prime Minister.
@gabrielmalandra9830
Mar 4, 2025
Right. Christians in western countries, trying to be cool, rejecting the church. Outsiders come in take over empty churches to make mosques, and temples. Now they cry over it. White people don't make babies, create …
Right. Christians in western countries, trying to be cool, rejecting the church. Outsiders come in take over empty churches to make mosques, and temples. Now they cry over it. White people don't make babies, create labor shortage. Immigrants come to fill the gap. White people cry even more. White people don't go to schools to learn, earn useful degrees in Stem, medical etc. Immigrants come to replace. White people say its "great replacement". LOL See what I'm saying. THAT'S WHY. I HAVE THE ANSWER.
Uses us-vs-them framing with racial/ethnic identity categories ('White people,' 'Outsiders') and invokes replacement anxiety rhetoric.
jonmichaelplotner3132
Sep 27, 2025
Born from cow shit type of people
Born from cow shit type of people
Dehumanizing slur targeting a specific ethnic/national group, combining offensive stereotyping with identity-based attack.
whitebuffalo1738
Jan 28, 2026
Deport all of them, the Natives had a treaty with Whites from European and England not Indians, Jews or Muslims. God in our anthem not Allah or Vishnu. Canada in not your home and you …
Deport all of them, the Natives had a treaty with Whites from European and England not Indians, Jews or Muslims.
God in our anthem not Allah or Vishnu.
Canada in not your home and you are not welcome. Your ancestors did not die fighting off the Americans.
One ran over my dog with transport, next day I see 1 on cam while driving tell me they crash by using social media while they drive, talking to me on social media.
Ever since Timmies stopped hiring Whites, my order takes 15x longer to get.
Makes sweeping claims about native treaties, religious identity, and anecdotal complaints to assert that non-European immigrants are unwelcome and harmful, combining multiple xenophobic framings.
JohnSmith-fn5en
Jan 28, 2026
its the same everywhere, here in Thailand people are sick of white people keep taking our land and jobs and not assimilated to local culture. So many white privileged scum coming here everyday...we might smile …
its the same everywhere, here in Thailand people are sick of white people keep taking our land and jobs and not assimilated to local culture. So many white privileged scum coming here everyday...we might smile at them but we hate them and many also do sex crime especially from UK and America.
Comment uses comparative framing (Thailand vs. Canada context) and identity-based us-vs-them rhetoric with xenophobic assertions and unsubstantiated generalizations about crime.
wewenang5167
Jan 28, 2026
They're literally the lowest of the low. Even Indian people hate Indian people. They call them TPs - Typical Pakis
They're literally the lowest of the low. Even Indian people hate Indian people. They call them TPs - Typical Pakis
Uses dehumanizing language and ethnic stereotyping to assert in-group/out-group boundaries, combined with a false generalization about internal group attitudes.
bilibilil
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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