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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 74 of 89
I live near the border people do it every single day so it must not be that hard...
I live near the border people do it every single day so it must not be that hard...
Commenter shares lived experience near the border observing immigration patterns, implicitly critiquing policy difficulty claims.
JeSuisHulk Jan 27, 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
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
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
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
5:30 minutes in guy on the bike is right in some aspects as I’ve worked with a few and they’re slow and take longer to pick things up they do eventually get the hang of …
5:30 minutes in guy on the bike is right in some aspects as I’ve worked with a few and they’re slow and take longer to pick things up they do eventually get the hang of things but their work ethic is very low. However with the IQ he is SPOT ON. I’ve literally tested this in and shown immigrants in Canada a picture of Adolf Hitler swastika armband in sight and all and asked them if they knew who he was and I’ve only had ONE immigrant answer correctly, and most of the people I asked were here in Canada on student visas!
Claims personal anecdotal evidence about immigrant work ethic and intelligence, including a dubious historical knowledge test.
tystick3570 Jan 27, 2026
😂😅😂😅😅😂 being minority is not that bad. I been minority for 39 years in Canada 🇨🇦
😂😅😂😅😅😂 being minority is not that bad. I been minority for 39 years in Canada 🇨🇦
First-person account of long-term minority experience in Canada, expressed with humor and emoji.
JohnSmith-on2ud Nov 13, 2025
I live here save me :)
I live here save me :)
Brief first-person statement about living in a location with a humorous plea for help, mixing personal experience with light irony.
andresmolina11 Jan 27, 2026
And in Nigeria we don't do iq test the numbers of Nigeria are fake
And in Nigeria we don't do iq test the numbers of Nigeria are fake
First-person claim about Nigerian practices combined with dismissal of statistics as fabricated.
olubukolaadegboye9798 Jan 27, 2026
Bro as an Indian living in india I am just feeling ashamed
Bro as an Indian living in india I am just feeling ashamed
First-person account of an Indian person expressing shame about emigration patterns from their country.
katuaslayer2002 Feb 14, 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
Born in Mexico, raised in the United States. Been here for 50 years. I stand with Ukraine, Canada and Mexico.\nMAGA = Moscow Agent Governing America
Born in Mexico, raised in the United States. Been here for 50 years. I stand with Ukraine, Canada and Mexico.\nMAGA = Moscow Agent Governing America
Shares biographical background (born in Mexico, raised in US for 50 years) and expresses political stance.
@frankmacgyver5531 Mar 4, 2025
Disgusting man even most of us First Nations are sick of this. They come throw there trash everywhere piss when kids are around fish and hunt without a license. Also take the fish when they're …
Disgusting man even most of us First Nations are sick of this. They come throw there trash everywhere piss when kids are around fish and hunt without a license. Also take the fish when they're spawning they don't follow the rules they scam human trafficking everything you can think of fokken disgusting.
Claims First Nations perspective with anecdotal complaints about immigrant behavior, mixing lived experience with unverified allegations.
LaughingChaos Jan 27, 2026
Brampton resident here. It’s a living nightmare. You know why our insurance is the highest in the country? Indians drive drunk. If you are white teenager you cannot find a job unless your last name …
Brampton resident here. It’s a living nightmare. You know why our insurance is the highest in the country? Indians drive drunk. If you are white teenager you cannot find a job unless your last name is Patel or Singh. Most Indians are friendly and I don’t have a problem with them. They come to Brampton because in Punjab they have posters of Brampton on their travel agencies to be among their people. Now the guy on the bike, lmao. Thanks Tyler for making the bike guy our white ambassador. Brampton resident here. It’s a living nightmare. You know why our insurance is the highest in the country? Indians drive drunk. If you are a white teenager, you cannot find a job unless your last name is Patel or Singh. Most Indians are friendly, and I don’t have a problem with them. They come to Brampton because in Punjab, they have posters of Brampton in their travel agencies to be among their people. Now, the guy on the bike, lmao. Thanks, Tyler, for making the bike guy our white ambassador.
Combines lived experience in Brampton with stereotypical claims about ethnic groups, mixing anecdotal narrative with potentially false generalizations.
Bellatopia11 Jan 28, 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
We are tired as a Canadian
We are tired as a Canadian
Brief first-person expression of exhaustion related to immigration issues, implying accumulated stress or concern.
Felix-hj3tv Feb 14, 2026
It’s crazy because I just got fired for saying another ethnicity had a lower IQ. Say all you want about white people but don’t talk about anything other color.
It’s crazy because I just got fired for saying another ethnicity had a lower IQ. Say all you want about white people but don’t talk about anything other color.
First-person account of workplace consequences, framed as a complaint about differential treatment of racial commentary.
japewaltzer Jan 27, 2026
This is how it works: They don't smuggle you bro❗️ Routine is to bring a female inside in a few hours to wait along with you for crossing. Then their female thieving friend would shout …
This is how it works: They don't smuggle you bro❗️ Routine is to bring a female inside in a few hours to wait along with you for crossing. Then their female thieving friend would shout and scream accusing you of stealing her moneyor touching her inappropriately. In response to which you will get beaten up and they steal all your money and documents They will throw you out knowing that you are scared of them and the cops. They usually pull this shit on Africans.
Presents alleged first-hand account of smuggling scam tactics, though claims are unverified and potentially fabricated or exaggerated.
carry10mm Jan 28, 2026
I think those guys were scamming you. They were being way too sketch and wanted you to hang out in the apartment until they robbed you of the 6k. Once they knew you were white …
I think those guys were scamming you. They were being way too sketch and wanted you to hang out in the apartment until they robbed you of the 6k. Once they knew you were white it was obvious. You should have had an Indian dude do it, and should have followed through.
Recounts a personal experience with alleged scammers while making racially-coded assumptions about ethnicity and criminality.
sebastianclark2139 Jan 28, 2026
In the capital of Saskatchewan my dads friend owes a big apartment complex and it’s all Indians and the government pays for 2 full years upfront with monthly allowances. Massive liabilities… because they don’t pay …
In the capital of Saskatchewan my dads friend owes a big apartment complex and it’s all Indians and the government pays for 2 full years upfront with monthly allowances. Massive liabilities… because they don’t pay when the term is out and now my dads friend is fucked because the government’s doesn’t kick them out of his apartment
Presents a secondhand anecdote about government housing policy and immigrant behavior, likely exaggerated or false.
LordWilhe Jan 28, 2026
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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)