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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Personal Narrative
1,771 comments
2:02 this is the actual problem when i came took me 6yrs for the whole process and when the news US gonna take out its forces thats what worst started to happen. They letting more …
2:02 this is the actual problem when i came took me 6yrs for the whole process and when the news US gonna take out its forces thats what worst started to happen. They letting more and more people
First-person account of immigration processing delays combined with criticism of immigration policy acceleration.
coolkevs2371
Jan 28, 2026
As a Canadian African, allow me to say this to the idiot MF trash that says African are low intelligence. I am a critical nurse. My whole family has higher education, and most African can …
As a Canadian African, allow me to say this to the idiot MF trash that says African are low intelligence. I am a critical nurse. My whole family has higher education, and most African can teach this fat, hateful Mitch a lot of history of Canada . What does he do? As the host of this piece, you have shown what size you're on by not speaking up and laughing. Tell me again that Canadians are not a racist. MITCH BYE
First-person account of lived experience as a Canadian African professional countering racist stereotypes with biographical evidence.
Dupe-wc2ne
Jan 28, 2026
I lived in Montreal for 25 years; people BEEN crossing the border on foot but they can’t do it without the help of the Natives (American Indians).
I lived in Montreal for 25 years; people BEEN crossing the border on foot but they can’t do it without the help of the Natives (American Indians).
Commenter shares 25 years of lived experience in Montreal and makes a factual observation about border crossing patterns.
Dream_more_age_less
Jan 28, 2026
Ok I live right next to Brampton and I would just like to clarify that it does have a big Indian population but honestly anywhere else Ive been to in Ontario it’s not the same …
Ok I live right next to Brampton and I would just like to clarify that it does have a big Indian population but honestly anywhere else Ive been to in Ontario it’s not the same many live in Brampton because it’s next to Toronto where everyone goes to work and it’s honestly not a big deal think of it as Chinatown in New York.
First-person account of living near Brampton with demographic observations, comparing the situation to Chinatown as a normalized ethnic enclave.
ArchDornan3142
Jan 28, 2026
As a canadian. And as somebody who has a mother who is living currently in Brampton. It's definitely packed and swarmed with indians. I believe 53% of the population of Brampton is Indian. Let that …
As a canadian. And as somebody who has a mother who is living currently in Brampton. It's definitely packed and swarmed with indians. I believe 53% of the population of Brampton is Indian. Let that sink in.
First-person account of family experience in Brampton combined with demographic statistics to express concern about Indian population concentration.
TheOneThatKnocks333
Jan 28, 2026
I am from India but it's fcuking annoying to see people spent thousands of dollars just to go to Canada and working there as a taxi driver or as a waiter in fast food joints. …
I am from India but it's fcuking annoying to see people spent thousands of dollars just to go to Canada and working there as a taxi driver or as a waiter in fast food joints. Same fcuking indian mindset of culture takeover
First-person account from an Indian immigrant expressing frustration with fellow immigrants' choices and cultural patterns.
hemantrao-d2d
Jan 28, 2026
Im also a carpenter that used to build appartments for them and everytine time one of them move out we had to basically renovated there appartments there was alway one wall covered in there snot …
Im also a carpenter that used to build appartments for them and everytine time one of them move out we had to basically renovated there appartments there was alway one wall covered in there snot that had to be removed fucking disgusting the worst people
First-person account of work experience with negative stereotyping of immigrant renters.
adammosher3330
Jan 28, 2026
Born and raised in Toronto and am 100% fed up with the majority of the Indian population. 90% of what I've experienced in my encounters with them is racism. 😂
Born and raised in Toronto and am 100% fed up with the majority of the Indian population. 90% of what I've experienced in my encounters with them is racism. 😂
First-person account of lived experience in Toronto with claims about negative encounters with a specific ethnic group, combining personal narrative with identity-based framing.
Ipkwhales
Jan 28, 2026
My uncle lives in Brampton. its a HORRIBLE place
My uncle lives in Brampton. its a HORRIBLE place
Shares a personal anecdote about a relative's location while making a negative characterization of that place.
realBRG
Jan 28, 2026
I just can't imagine living there😂
I just can't imagine living there😂
First-person expression of personal preference or inability to imagine living in Canada.
Personal Narrative
0.80
anumahfuz
Jan 28, 2026
I went to Canada on holiday about 4 years ago and i definitely noticed this but i would argue that it makes the place feel culturally diverse and there were alot of south east asians …
I went to Canada on holiday about 4 years ago and i definitely noticed this but i would argue that it makes the place feel culturally diverse and there were alot of south east asians aswell especially in Toronto
First-person travel experience in Canada with observation about cultural diversity, comparing to other regions (Southeast Asia, Toronto).
davidalexander5566
Jan 27, 2026
I live in brampton, and it is actually wild. Every single business has been bought and turned indian. Go to Walmart, im.the only white guy. I have nothing against indian. I would feel the same …
I live in brampton, and it is actually wild. Every single business has been bought and turned indian. Go to Walmart, im.the only white guy. I have nothing against indian. I would feel the same if it was any race , including white people. There should be diversity it should just be equal. They let way to many people into canada way to easy
The commenter shares lived experience in Brampton, observing demographic change and business ownership patterns, then critiques immigration policy as too permissive.
adammueller6587
Jan 28, 2026
I went to Toronto and Niagara Falls for the first time last year. Both places were filled with Indians. Didn’t even look like Canada. Looked like a third world country. The people were very loud, …
I went to Toronto and Niagara Falls for the first time last year. Both places were filled with Indians. Didn’t even look like Canada. Looked like a third world country. The people were very loud, rude, and dirty. Would not go back.
Frames a first-person travel experience as evidence of cultural displacement and demographic threat, combining lived experience with xenophobic characterization.
ion6538
Jan 28, 2026
Guy that ran the gasking the past 30 years in my hometown got laidoff for ppl fresh off the boat
Guy that ran the gasking the past 30 years in my hometown got laidoff for ppl fresh off the boat
Shares lived experience of job displacement in hometown, attributing it to immigration of recent arrivals.
Cody-hx1uq
Jan 27, 2026
This is insane...I'm indian and I'll be honest illegal immegration is soo annoying and literally ruins the name of the whole country....hopefully people get educated and act smarter
This is insane...I'm indian and I'll be honest illegal immegration is soo annoying and literally ruins the name of the whole country....hopefully people get educated and act smarter
First-person account from someone identifying as Indian expressing concern about illegal immigration's reputational impact on their country.
Vita-j3i
Jan 28, 2026
Niagara falls 25 years ago was the same way, I didn't realize driving my car into Canada was the equivalent to a flight to India. I was very surprised and never went back to Canada …
Niagara falls 25 years ago was the same way, I didn't realize driving my car into Canada was the equivalent to a flight to India. I was very surprised and never went back to Canada since then
Shares personal experience visiting Canada 25 years ago and comparing it to current conditions, expressing negative sentiment.
kellywaldron9485
Jan 28, 2026
Even though I'm from India but I can say canada shouldn't allow this You should save your people first
Even though I'm from India but I can say canada shouldn't allow this
You should save your people first
Establishes credibility through personal identity (from India) before making a policy argument about Canada prioritizing its own citizens.
RajeshSharma-fc8mk
Jan 28, 2026
This is my dreamland for food.
This is my dreamland for food.
First-person expression of personal aspiration and attraction to Canada as a destination.
Personal Narrative
0.80
aads1823
Jan 28, 2026
yup its real bad here man...also you should deffo do a video on student health here too theres been 3 different suicides in major schools in a couple weeks
yup its real bad here man...also you should deffo do a video on student health here too theres been 3 different suicides in major schools in a couple weeks
Shares lived experience of poor conditions and requests video coverage of student mental health crisis.
ayaantahir9938
Jan 27, 2026
I live in toronto, and its bad really bad
I live in toronto, and its bad really bad
First-person account of living in Toronto with vague assertion that conditions are deteriorating, combining lived experience with implicit threat framing.
Gesù_è_salvatore
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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Discourse Quality (Perspective API)