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
Visit abbotsford vc...they suk!!!!! I can give you tour of stupidity😮😮😮😮😮
Visit abbotsford vc...they suk!!!!! I can give you tour of stupidity😮😮😮😮😮
Offers a personal local experience/critique of Abbotsford with exaggerated humor about the area's problems.
ellonysman
Jan 27, 2026
Thank-you Tyler as a Canadian this is a real problem do one of their truck drivers next.
Thank-you Tyler as a Canadian this is a real problem do one of their truck drivers next.
Speaker identifies as Canadian and expresses agreement with the video's critique, combining personal identity assertion with implicit support for the creator's investigative work.
brawnswolo4057
Jan 27, 2026
I have an Indian baby moma….broh screw India .. let’s go U.S
I have an Indian baby moma….broh screw India .. let’s go U.S
First-person account of personal relationship with someone of Indian descent, expressing rejection of Indian identity.
enlightened1_186
Jan 27, 2026
This smuggler isn’t even speaking Punjabi, it’s all Hindi pretending to be a punjabi person lol. Even got you to meet up at a gurdwara so he has cover. Anyone that’s originally from Punjab wouldn’t …
This smuggler isn’t even speaking Punjabi, it’s all Hindi pretending to be a punjabi person lol. Even got you to meet up at a gurdwara so he has cover.
Anyone that’s originally from Punjab wouldn’t be speaking Hindi when trying to translate it, dudes a scumbag
Shares insider knowledge about linguistic deception and cultural misrepresentation based on claimed cultural background.
user-rc2ko6vi2w
Jan 27, 2026
As a Canadian thank you for covering this Tyler. It’s absurd and has ruined our country but especially the GTA and Brampton. I wish I knew you came man 😂❤
As a Canadian thank you for covering this Tyler. It’s absurd and has ruined our country but especially the GTA and Brampton. I wish I knew you came man 😂❤
Shares personal Canadian perspective and appreciation for the video creator's coverage, combining lived experience with support.
christinescorner111
Jan 27, 2026
I live in Montreal and I know exactly where that temple is on 430 Rue Saint-Roch, Montréal, QC H3N 1K2. I wonder if the cops know
I live in Montreal and I know exactly where that temple is on 430 Rue Saint-Roch, Montréal, QC H3N 1K2. I wonder if the cops know
First-person account of local knowledge with implied concern about police awareness of a specific location.
rush2124u2
Jan 27, 2026
Those Canadian videos of ppl getting hustled at customs is crazy
Those Canadian videos of ppl getting hustled at customs is crazy
References personal observation of Canadian customs incidents without making a broader argument.
Personal Narrative
0.75
peterborchek2637
Jan 27, 2026
dude on the bike is a racist pos
dude on the bike is a racist pos
Comment makes a direct accusation about a specific person in the video, characterizing them based on observed behavior.
Personal Narrative
0.75
franks6349
Jan 27, 2026
Phew, glad I left Canada
Phew, glad I left Canada
First-person account of emigrating from Canada, implying dissatisfaction with current conditions.
あのど-i8v
Jan 27, 2026
Never rent a motel room in Niagra Falls, Canada.
Never rent a motel room in Niagra Falls, Canada.
Brief personal advice or warning based on lived experience in a specific Canadian location.
Personal Narrative
0.75
danielhowell1640
Jan 27, 2026
This has been going on since the 80’s. I lived in Seattle and traveled to Vancouver several times a year and would see more and more of them each time.
This has been going on since the 80’s. I lived in Seattle and traveled to Vancouver several times a year and would see more and more of them each time.
Shares lived experience of observing demographic changes over time, with underlying anxiety about increasing immigration.
NiechZyjePolska48
Jan 27, 2026
As a indian🇮🇳 ....if u feel disgusted mainly canadians why u r voting ndp....and after electing your own party ...tell them to kick...btw i dont think they are illegal immigrants...they went there legally..and they behave …
As a indian🇮🇳 ....if u feel disgusted mainly canadians why u r voting ndp....and after electing your own party ...tell them to kick...btw i dont think they are illegal immigrants...they went there legally..and they behave nothing like immigrants of Europe ....yes indians are dirty...but i think that tax paying blame is actually false..indian do pay taxes...
Self-identified Indian commenter sharing perspective on immigration, critiquing voting choices, and disputing claims about immigrant behavior and tax contributions.
adityabanerjee0244
Dec 2, 2025
At a restaurant, we met a couple from Mexico on their honeymoon. They said they would be here for six months. I was so surprised at how long that was. They said they had claimed …
At a restaurant, we met a couple from Mexico on their honeymoon. They said they would be here for six months. I was so surprised at how long that was. They said they had claimed asylum here. They knew they would be rejected, but they said it would take six months until then, and they were being taken care of by our government. For everything. They said several of their friends had done the same... It seemed well known as a way to travel free in Canada...
Anecdotal account of meeting Mexican tourists claiming asylum as a free travel strategy, mixing lived experience with unverified claims about gaming the system.
Stkser
Feb 25, 2026
I grew up in Brampton from 1985 to 2010. I watched it change. Not for the better. I got the hell out there and every time I go back to visit my fam, it's even …
I grew up in Brampton from 1985 to 2010. I watched it change. Not for the better. I got the hell out there and every time I go back to visit my fam, it's even worse. Almost never seeing any other race but Indian lol. It all has to do with Trudeau's dad designating that city as a go-to place for Indian migrants. The Trudeau's are part of the whole Satanic New World Order, and part of that order is using mass immigration as a weapon to destroy 1st world countries. His father started it back in the 70s. And yeah the driving is absolutely horrible. The car insurance skyrocketed. They destroyed the city I grew up in. It's a shit hole now. Many of them will tell you that India itself is a shit hole, but the more of them that come to Brampton, or wherever, they turn it into India. I don't consider it racism. It's their people but it's not like it's all of them, but it is a lot. From personal observance, they're the most unhygienic people I've ever met, and they love easy jobs the involve scamming others out of money. All of those scam callers are Indian. Nothing else. They have no dignity. No self respect. They just want money and don't care how to get it. I generally don't like them, but it's because of their negative behaviors. There are plenty of other races that come to Canada that people love. Have you ever heard of anyone complain about Filipinos? No. They're loved. They come here and know how to assimilate while keeping their own heritage intact in respect to our own. They're friendly, respectful, hygienic. Indian people just want to come here and make this place Indian and they have tons of kids, so that's exactly what's happening. Brampton was cooked years ago. It's just going to devour itself and fully become an extension of India, and it already has been spreading out from Brampton to the surrounding cities.
Extended first-person account of observed urban change, mixing lived experience with conspiracy theories and ethnic stereotyping.
alexwhite28
Feb 15, 2026
I've been here 10 years cant even get PR yet these Indians are scamming the shit out of everything
I've been here 10 years cant even get PR yet these Indians are scamming the shit out of everything
Combines lived experience (10 years in Canada, PR struggles) with an unsubstantiated accusation of scamming by a specific ethnic group.
Tri_Nguyen_
Jan 29, 2026
14:41 This person is lying through his teeth about Hinduism, they are everything that stands against unity, liberty & fraternity. As a person who lived in India, and understands their culture, I disagree with this …
14:41
This person is lying through his teeth about Hinduism, they are everything that stands against unity, liberty & fraternity. As a person who lived in India, and understands their culture, I disagree with this person.
Draws on lived experience in India to dispute claims about Hindu values, grounding critique in personal cultural knowledge.
sceaserjulius9476
Nov 1, 2025
I used to hate Indian food but now I like it now that I am older now. I am 8.
I used to hate Indian food but now I like it now that I am older now. I am 8.
First-person account of personal experience with cultural food preferences over time.
Personal Narrative
0.75
jaypee389
Oct 27, 2025
Lived in Brampton in 91 I was 10 a lil next door neighbour girl like 5/6 waved at me her hairy eyed father ripped her in the house with a face full of anger and …
Lived in Brampton in 91 I was 10 a lil next door neighbour girl like 5/6 waved at me her hairy eyed father ripped her in the house with a face full of anger and then never saw her again fuck them they should die for touching there woman like that
First-person account of a childhood incident used to express fear and hostility toward immigrant families and their cultural practices.
adotsfinest3206
Oct 22, 2025
The Shirtless guy’s neighbors house look well taken care of. What mess they make inside is not bothering him. 14 people in a home in that home is lot but nothing excessive.
The Shirtless guy’s neighbors house look well taken care of. What mess they make inside is not bothering him. 14 people in a home in that home is lot but nothing excessive.
Observes a specific neighbor's situation and comments on household density, grounding the comment in direct observation rather than broader claims.
Personal Narrative
0.75
kraut1982
Oct 8, 2025
My Conestoga hire had major gaps and admitted they enrolled chiefly for immigration.
My Conestoga hire had major gaps and admitted they enrolled chiefly for immigration.
First-person account of hiring experience at Conestoga College with observation about enrollment motivations.
BlueBerrymang
Oct 4, 2025
Compare Videos
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)