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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
Page 77 of 89
😢 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.
Teepaxx Jan 28, 2026
I want to move to Canada !
I want to move to Canada !
Commenter expresses personal aspiration to immigrate to Canada, indicating interest in relocation.
@cyberbehikesanakori Mar 4, 2025
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
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
I go next year ..i mean next month
I go next year ..i mean next month
Brief first-person statement about the commenter's own immigration plans.
dulysarnto Jan 28, 2026
I'm so stressed.. stressed American
I'm so stressed.. stressed American
First-person expression of emotional distress about the political situation, with anxiety undertones.
@vibehighbutterflies3284 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
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
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
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
Wow people are about 2 or 3 decades late on this. Born and raised in Toronto 4 decades. I am more of an alien when visiting USA then people that skip the line and walk …
Wow people are about 2 or 3 decades late on this. Born and raised in Toronto 4 decades. I am more of an alien when visiting USA then people that skip the line and walk across. West is cooked
First-person account of long-term residency combined with alienation sentiment and comparative framing.
payroll416 Jan 28, 2026
That delivery man Hella racist towards Africans
That delivery man Hella racist towards Africans
First-person account of witnessing alleged racist behavior by a delivery person toward Africans.
Apex2pro Jan 27, 2026
Talks about his 2 sons hit bij a driver like its normal,...what the F
Talks about his 2 sons hit bij a driver like its normal,...what the F
Commenter shares a personal anecdote about their sons being hit by a driver, expressing shock and concern about the incident.
W33DL34F Jan 28, 2026
I am sure all the Punjabis that you have spoken to have a Bachelors degree at least.I am not from Punjab, but i was fascinated to see Punjab, you should go to Chandigarh.The people in …
I am sure all the Punjabis that you have spoken to have a Bachelors degree at least.I am not from Punjab, but i was fascinated to see Punjab, you should go to Chandigarh.The people in Punjab want their children to study abroad so that they dont get into drugs and all.Also, it is just a showoff thing to show pictures of pre owned dodge challenger and mustangs to their friends and family back home.
First-person account of fascination with Punjab and observations about Punjabi motivations for emigration, mixing personal experience with cultural comparison.
avanti8188 Jan 28, 2026
Lusten man i am not for illigals but im all for inidans my bosses are cool as fuck and nice some are skme arent just like evryineells man
Lusten man i am not for illigals but im all for inidans my bosses are cool as fuck and nice some are skme arent just like evryineells man
Shares personal workplace experience with Indian colleagues while making a distinction between legal and illegal immigrants.
robywrite5931 Jan 28, 2026
I’m no Trudeau fan, but lowkey I’m happy he’s getting the opportunity to show us some spine & hopefully leave on a higher note (for himself at least!)
I’m no Trudeau fan, but lowkey I’m happy he’s getting the opportunity to show us some spine & hopefully leave on a higher note (for himself at least!)
A personal perspective on Trudeau's resignation, expressing cautious optimism about his character and legacy.
@tarasmylie219 Mar 4, 2025
Lol ik you're mad my guy and i am from India the people attacking you were most likely bought and paid for people by the current government or some bots. Plus I assure you Punjab …
Lol ik you're mad my guy and i am from India the people attacking you were most likely bought and paid for people by the current government or some bots. Plus I assure you Punjab and Sikhs had nothing to do with any hate you got.
Commenter shares their identity (from India) and personal experience of being attacked, while defending their ethnic/regional group (Sikhs) against blame.
downriseapex842 Jan 29, 2026
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Category Distribution

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Classifier Confidence

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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

Which YouTube channels attract each type of discourse
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) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)