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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 76 of 89
Trump is a mentally deranged idiot he is not friends with anyone but other dictators cuz that's what he wants to be he has said it and people have heard it yet the dumb people …
Trump is a mentally deranged idiot he is not friends with anyone but other dictators cuz that's what he wants to be he has said it and people have heard it yet the dumb people of the United States think oh the orange man in office is great.\nHey Canada you got the room for a family at 7:00 with three dogs and some cats because I will gladly become a Canadian citizen I am ashamed to be an American right now and I do not agree with what Trump is doing and yeah help
First-person account of political disillusionment and desire to immigrate to Canada, expressing personal lived experience and seeking belonging.
@tamaraparadise3444 Mar 4, 2025
One guy I knew who was working in Domino's owned by an Indian got fired because he wasn't driving like the other Indian drivers at the store.
One guy I knew who was working in Domino's owned by an Indian got fired because he wasn't driving like the other Indian drivers at the store.
Anecdotal account of workplace discrimination, implying ethnic favoritism by Indian employer toward Indian employees.
mrhodes3389 Feb 22, 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
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
Mr. Trudeau please go to war with us, take us over and become our President, seriously, I am not joking. I want to leave the U.S. and work in Canada because of this evil regime.
Mr. Trudeau please go to war with us, take us over and become our President, seriously, I am not joking. I want to leave the U.S. and work in Canada because of this evil regime.
A first-person account of wanting to immigrate to Canada due to dissatisfaction with the U.S., framed as a lived experience.
@donpreisler2280 Mar 4, 2025
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
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
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
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
Ah. Save us somehow. I want to help my own people, but also just escape this nightmare.
Ah. Save us somehow. I want to help my own people, but also just escape this nightmare.
First-person account expressing desire to help one's own people while escaping a difficult situation, with underlying anxiety.
@lillianmcguinness Mar 4, 2025
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
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.
Bftdb3.0 Feb 18, 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
Brian, the population of dependent Immigrants (600k) is 3.33 times that of PEI (180k). Jason, we met on PEI back in the day with Liam at his Peaks Quay. Keep up the good work. Russ.
Brian, the population of dependent Immigrants (600k) is 3.33 times that of PEI (180k). Jason, we met on PEI back in the day with Liam at his Peaks Quay. Keep up the good work. Russ.
Commenter shares a personal memory of meeting someone on PEI while also making a comparative demographic argument about dependent immigrants versus provincial population.
russellcompton4405 Feb 18, 2026
I meet a young women ilegal from Tunisia get student visa to go Canada to USA , she was workimg ilegal in USA until paid to married etc
I meet a young women ilegal from Tunisia get student visa to go Canada to USA , she was workimg ilegal in USA until paid to married etc
First-person account of encountering an undocumented immigrant, sharing a lived experience or anecdote.
emerilyleon9851 Feb 22, 2026
am an aerospace engineeer am from subsahara africa i never new we are categorised like that by canadians . And we have a lot of them immigrating here
am an aerospace engineeer am from subsahara africa i never new we are categorised like that by canadians . And we have a lot of them immigrating here
First-person account of lived experience as an aerospace engineer from Sub-Saharan Africa discovering how Canadians categorize people from his region.
ErickTowet Jan 27, 2026
I’m so sorry to hear of Jason’s father’s passing. Canada’s healthcare system is a nightmare.
I’m so sorry to hear of Jason’s father’s passing. Canada’s healthcare system is a nightmare.
Personal condolence combined with criticism of Canada's healthcare system performance.
gilliani.4328 Feb 18, 2026
I didn't vote for him. I'm so sorry.
I didn't vote for him. I'm so sorry.
First-person statement of non-support for a political leader, expressing personal disassociation.
@lindasolis7538 Mar 4, 2025
We know. I didn't vote for them...
We know. I didn't vote for them...
Brief personal statement indicating the commenter did not vote for Trudeau's government; minimal context but clearly personal political positioning.
@sheilahowell4682 Mar 4, 2025
I love the Hindus and Sikhs, they both have very caring communities also caring people,I've lived next to hindus and they would offer us food and the shop on the corner of my street is …
I love the Hindus and Sikhs, they both have very caring communities also caring people,I've lived next to hindus and they would offer us food and the shop on the corner of my street is run by Sikhs and if you're skint they will let me grab the basics and tobacco if needed and will pay them off when i get paid 5:10 he's right about African people, they arent good people they are really like that here in the UK
Mixes lived experience with immigrant communities with stereotyping claims about African people, combining personal narrative with problematic generalizations.
Filzzy Feb 24, 2026
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Discourse Over Time

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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)