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
I want to move to Canada !
I want to move to Canada !
Commenter expresses personal aspiration to immigrate to Canada, indicating interest in relocation.
Personal Narrative
0.75
@cyberbehikesanakori
Mar 4, 2025
you are doing great job,yes lots of them working instead going to school, i witness too and even question him are you student? because seems not going to school but work everyday their employer is …
you are doing great job,yes lots of them working instead going to school, i witness too and even question him are you student? because seems not going to school but work everyday their employer is same with employee same country
Combines personal observation ('i witness too') with a generalized claim about work vs. school patterns among immigrants.
anaanaguinyang9585
Oct 2, 2025
I don't know a single person whose kids are fed through that program and my son's in grade 2
I don't know a single person whose kids are fed through that program and my son's in grade 2
Commenter shares personal experience about not knowing beneficiaries of a program, though the anecdotal claim lacks evidence.
chriszachary8104
Jan 12, 2026
Hi Tyler I moved to Brampton on 1970 it was a great town in 2000 I moved to Wasaga Beach as did many on our street now they come there and poop on our. ⛱️ …
Hi Tyler I moved to Brampton on 1970 it was a great town in 2000 I moved to Wasaga Beach as did many on our street now they come there and poop on our. ⛱️ ❤❤❤love you tyler😊
Shares lived experience of moving away from Brampton due to demographic changes, with implicit criticism of immigrant behavior.
pamthompson1162
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
as a canadian, one time they tried to steal my money without consent. It was not nice >:(
as a canadian, one time they tried to steal my money without consent. It was not nice >:(
First-person account of a negative personal experience framed as an injustice, combining lived experience with implicit moral complaint.
Alexpookieww32
Jan 28, 2026
I wish People could have addressed the fraud within these communities aswell I had a guy from GTA tell me his millionaire uncle claimed bankruptcy and cashed the money with family ơn assets the bank …
I wish People could have addressed the fraud within these communities aswell I had a guy from GTA tell me his millionaire uncle claimed bankruptcy and cashed the money with family ơn assets the bank couldn’t claim 😂 and just moved back to India
Shares a second-hand anecdote about financial fraud within immigrant communities, combining lived experience reporting with implicit criticism of system vulnerabilities.
MainYotubeacct
Jan 28, 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
brown who isn’t Indian, get all the looks idek live in Brampton man, people from Brampton are Disrespectful Rude dirty dishonest scammers bad drivers and very loud! I got scammed when i bought my R6, …
brown who isn’t Indian, get all the looks idek live in Brampton man, people from Brampton are Disrespectful Rude dirty dishonest scammers bad drivers and very loud! I got scammed when i bought my R6, never dealing again
The commenter shares a personal experience of being scammed and makes negative generalizations about people from Brampton based on their lived experience.
6ixxzee
Jan 28, 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
Looks like I’m moving to Brampton Ontario 😎✌️ I will be posting at least 5 videos per day for sure 😅
Looks like I’m moving to Brampton Ontario 😎✌️ I will be posting at least 5 videos per day for sure 😅
Expresses personal intention to move and create content, a first-person biographical statement about future plans.
Personal Narrative
0.75
ElGruas559
Jan 27, 2026
Bro was at the Timmy’s across from my work 😂
Bro was at the Timmy’s across from my work 😂
Shares a personal anecdote about spotting someone from the video, with humorous tone.
dalisllama
Jan 28, 2026
As a canuckistani and former timmy hoe, it's gotten BAD
As a canuckistani and former timmy hoe, it's gotten BAD
First-person account of lived experience in Canada with an assertion that conditions have deteriorated.
KBDdesigns
Jan 27, 2026
He is sure a good bs er just become a state to the US. He is scared. Americans will be just fine. And say thanks to the nice boarder patrol that yelled and ridiculed me …
He is sure a good bs er just become a state to the US. He is scared. Americans will be just fine. And say thanks to the nice boarder patrol that yelled and ridiculed me when I was a nice guy going to Canada to ride bikes at whistler a few years back and accusing me of smelling like alcohol and I was completely sober with my friend. Canada is a crap shoot. Good luck.
Shares a negative personal experience at the Canada-US border while criticizing Canadian governance and border treatment.
@Jleeyeti
Mar 5, 2025
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
Fuck America, I'm moving to Canada ??
Fuck America, I'm moving to Canada ??
First-person statement about relocating to Canada motivated by anti-American sentiment, combining personal intention with identity assertion.
@deydubz
Mar 4, 2025
Im Canadian and I live in Winnipeg but sometimes I go over to brandon to play hockey and I notice as much Indians as any Canadian city
Im Canadian and I live in Winnipeg but sometimes I go over to brandon to play hockey and I notice as much Indians as any Canadian city
Shares observation about Indian population density in Brandon compared to other Canadian cities based on personal experience.
callmek.k5838
Jan 27, 2026
Ya... my country is a mess.\nHelp.
Ya... my country is a mess.\nHelp.
First-person expression of distress about Canada's condition with an implicit plea for help, mixing personal sentiment with national critique.
@chrissett4245
Mar 4, 2025
Alberta, Canada: I just returned from shopping and I am happy to say that I managed to spend CAD $450 on groceries without spending a single cent on American products! I buy a lot of …
Alberta, Canada: I just returned from shopping and I am happy to say that I managed to spend CAD $450 on groceries without spending a single cent on American products! I buy a lot of organic items and many of them come from California. But putting in the time today at the store and reading labels, I realized that there is a Canadian/Mexican/European equivalent for everything I need ; )
First-person account of shopping experience demonstrating consumer choice for non-American products, with implicit call to support Canadian/alternative sources.
@halcyon-cg2eb
Mar 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)