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
Bro Sikhs been in Brampton for like 30 years a massive amount.
Bro Sikhs been in Brampton for like 30 years a massive amount.
Observation of long-standing Sikh presence in a specific Canadian city, grounded in local lived experience and demographic awareness.
pbufh
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
Had a very good run at Costco today March 4. Bought all local, Canadian, Chinese and Moroccan products. - Not a single American made product. Since American want to buy American so badly, the stores …
Had a very good run at Costco today March 4. Bought all local, Canadian, Chinese and Moroccan products. - Not a single American made product. Since American want to buy American so badly, the stores can return American stuff back to the USA.
Shares a first-person account of shopping behavior as a form of economic protest, with implicit call to boycott American products.
@user9b2
Mar 4, 2025
In the late 70s, when i was in high school, there was only one black guy in the whole school. He was a funny cool kid but how things have changed in such a short …
In the late 70s, when i was in high school, there was only one black guy in the whole school. He was a funny cool kid but how things have changed in such a short time eh ?.
First-person account of demographic change over decades, implying concern about rapid social transformation.
kinfolk127
Feb 26, 2026
I live in Kitchener and its seriously Brampton 2.0 if you don't include the GTA
I live in Kitchener and its seriously Brampton 2.0 if you don't include the GTA
First-person account of living in Kitchener with implicit concern about demographic change, comparing it to Brampton.
Traahce
Jan 27, 2026
Time to get out. Thank you Canada you have been good while you lasted.
Time to get out. Thank you Canada you have been good while you lasted.
First-person statement about leaving Canada, expressing disillusionment and implying national identity concerns.
Kapa3
Feb 18, 2026
I didn't vote fot trump, i wont even capitalize the name.
I didn't vote fot trump, i wont even capitalize the name.
First-person statement of voting behavior and symbolic protest through refusing to capitalize Trump's name.
Personal Narrative
0.75
@elizabethyoung4207
Mar 4, 2025
The crazy MAGA cult followers at my job will say it's my company that's rising prices and it'll be their fault. This is how delusional my co workers are ? nooooooo it's trumps fault!!!! But …
The crazy MAGA cult followers at my job will say it's my company that's rising prices and it'll be their fault. This is how delusional my co workers are ? nooooooo it's trumps fault!!!! But they worship him. He can do anything and get away with it it's crazy to me. And we Americans have it good!!! I have no idea what these whites guys with big trucks and money in the bank are crying about!!! I make 19 an hour and have it good. How do these people not have it good who makes more than me?? They Blame Canada, Ukraine and the migrants for hardship?? What hardship?,!!!! And if they do have it rough it's their fault!!! Because if a guy like me has everything he needs and is happy how are these crazy maga people not happy who makes more then me?
First-person account of workplace experiences and personal economic situation, with identity-based commentary about coworkers.
@codygilliand2541
Mar 4, 2025
I am Indian the language is not punjabi it's hindi
I am Indian the language is not punjabi it's hindi
Brief personal identity statement ('I am Indian') correcting a factual claim about language, combining self-identification with factual clarification.
DosDosDosDosDos787
Jan 28, 2026
😢 damn I wish you interviewed me.
😢 damn I wish you interviewed me.
Commenter expresses a personal wish to have been interviewed, indicating a first-person desire or regret.
Personal Narrative
0.75
Teepaxx
Jan 28, 2026
Oh please this was going on in the early eighties when I lived there you a joke
Oh please this was going on in the early eighties when I lived there you a joke
Commenter shares lived experience from the 1980s to argue the problem is not new, dismissing current concern as exaggerated.
aelson7658
Feb 18, 2026
So many cucks bro. Im born here and yeah it sucks so many of my ppl came here but they are getting deprorted and many are going home. It was good for ppl here for …
So many cucks bro. Im born here and yeah it sucks so many of my ppl came here but they are getting deprorted and many are going home. It was good for ppl here for a long time until the new ppl started showing up. Aside from that these videos make ppl who lived here for generations also look bad. A sikh solider on 1 stamp and everyone started freaking out without knowing context. Everyday i see ppl blaming the action of 1 person on everyone, culture, and etc. I see ppl actively lying and many ppl actaully believing in jt. These ppl highlight only the bad as the biggest picture leaving out the actual story.
First-person account of being born in Canada, critiquing both immigration policy and media representation while defending against stereotyping.
beastfire132
Jan 28, 2026
THANK YOU FOR COVERING THIS! I am canadian born 99 in brampton, I have lived in many cities in Ontario but brampton is on a different level
THANK YOU FOR COVERING THIS! I am canadian born 99 in brampton, I have lived in many cities in Ontario but brampton is on a different level
User shares personal background (Canadian-born, lived in multiple cities) and thanks the creator, combining lived experience with appreciation.
hazyhoney
Jan 28, 2026
Bramptons been full of Indians since the 70s
Bramptons been full of Indians since the 70s
Factual observation about Brampton's demographic history, noting long-standing Indian population presence.
campar1043
Jan 28, 2026
I live in Toronto and it has so much indians
I live in Toronto and it has so much indians
First-person observation about demographic composition of Toronto with implicit concern about Indian population.
Killer-i3b
Jan 28, 2026
I am a survivor of the HA
I am a survivor of the HA
First-person claim of surviving involvement with Hells Angels, providing biographical context to immigration discussion.
Personal Narrative
0.75
Bftdb3.0
Feb 18, 2026
Prime Minister JustinTrudeau your a true Canadian standing up to a criminal and pervert. I am anishnabe and I have respect for you. It,s disheartening to know that the Ontario Premeirand another out west and …
Prime Minister JustinTrudeau your a true Canadian standing up to a criminal and pervert. I am anishnabe and I have respect for you. It,s disheartening to know that the Ontario Premeirand another out west and a Zionist support Donald Trump, a proud white supremmist. I will VOTE for you as a courageous Prime Minister
First-person statement of Indigenous identity and voting intention, expressing support for Trudeau as a moral stand against Trump.
@EliJacko-tf5qy
Mar 4, 2025
As a 74 year old American I am so ready for Trump to keel over and croak.
As a 74 year old American I am so ready for Trump to keel over and croak.
First-person statement from a 74-year-old American expressing personal political sentiment, grounded in biographical detail.
@keonesilva3646
Mar 4, 2025
Holy crap you came to Canada!! Hahaha. We are fucking sick of all the drug dealers and shit in our small native town of Inuvik bro. Coming from an inuit living in the Northwest Territories!
Holy crap you came to Canada!! Hahaha. We are fucking sick of all the drug dealers and shit in our small native town of Inuvik bro. Coming from an inuit living in the Northwest Territories!
First-person account from an Inuit resident expressing frustration about crime and social problems in their community.
guyukthrasher953
Jan 28, 2026
Ahead by a century!
Ahead by a century!
Brief first-person account of personal financial decision in response to US political situation.
Personal Narrative
0.75
@johnkleeman2801
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)