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 moved to Brampton in 1986 moved out in 1994 after the name changed to Bramladish
I moved to Brampton in 1986 moved out in 1994 after the name changed to Bramladish
First-person account of moving to and leaving Brampton, with implicit commentary on demographic change.
Personal Narrative
0.85
Thatcanadianguyehh
Dec 29, 2025
0:58 really rude what you said there about sikhs don’t get me wrong a lot of what you seen this video is pretty true but from my experience and so many others the only Indians …
0:58 really rude what you said there about sikhs don’t get me wrong a lot of what you seen this video is pretty true but from my experience and so many others the only Indians I really respect are sikhs there honestly some of the nicest and most charismatic people I know if there’s anyone who doesn’t deserves the hate it them
First-person lived experience defending Sikhs against stereotyping while acknowledging some video content validity.
Dartz_Dartz
Jan 27, 2026
yoooooo im in brampton
yoooooo im in brampton
First-person statement indicating the commenter is located in Brampton, a personal geographic reference.
Personal Narrative
0.85
gngfromdastreetss
Jan 27, 2026
breh i am in canada and i am a fan wish i knew u were here
breh i am in canada and i am a fan wish i knew u were here
First-person account of being in Canada and expressing fan appreciation for the creator's presence.
lamaximum0926
Jan 27, 2026
Totally agree Michelle. My husband had to wait for open heart surgery for 2 weeks.
Totally agree Michelle. My husband had to wait for open heart surgery for 2 weeks.
Commenter shares a personal experience with healthcare wait times as evidence of systemic problems.
lisacouto6962
Feb 24, 2026
Bbrampton sux,i stayed there for 2 years
Bbrampton sux,i stayed there for 2 years
First-person account of lived experience in Brampton, expressing a negative personal assessment of the location.
Personal Narrative
0.85
harrycoholic
Jan 27, 2026
I've worked since the age of 12 years, now I see my retirement disappearing and live in daily fear of being homeless. I only have my voice to fight back and I support Canada.
I've worked since the age of 12 years, now I see my retirement disappearing and live in daily fear of being homeless. I only have my voice to fight back and I support Canada.
First-person account of financial hardship and retirement anxiety, with underlying fear of homelessness.
@SherylTaggart-hl5zk
Mar 4, 2025
I've been to the USA a couple times. I will not go there anytime soon, maybe never again. Greetings from Germany.
I've been to the USA a couple times. I will not go there anytime soon, maybe never again. Greetings from Germany.
First-person account of travel experience and decision not to return to USA, with international perspective.
@stephanleo
Mar 4, 2025
Dont know about canada but we Indians live rent-free in canadians heads. I've never been to canada, nor even thought about that country much in my life up until i started meeting many canadians on …
Dont know about canada but we Indians live rent-free in canadians heads. I've never been to canada, nor even thought about that country much in my life up until i started meeting many canadians on the internet who lose it on me for no reason at all.
The most hateful people i have met online have been canadians. I have talked to american gr0ypers online on platforms like discord and omegle etc... and they've been more respectful, polite and friendly than so called "liberal" canadians. Some of them i even befriended.
This is sad. What a sorry state it would be to live in one of these canadians mind. Filled with hate against one particular peoples. All of this hate that i have received will only make me definitely avoid to visit canada at all costs!
First-person account of online interactions with Canadians compared to Americans, describing lived experience of perceived hostility and cultural attitudes.
walkgravity
Feb 26, 2026
As an American I'd like to say, I didn't vote for this, please don't hate us.. and can I please come live with you guys?? I can't afford a passport cause I'm not a wealthy …
As an American I'd like to say, I didn't vote for this, please don't hate us.. and can I please come live with you guys?? I can't afford a passport cause I'm not a wealthy American, but I'm hard working and I'm polite... Please
First-person account of an American seeking to immigrate to Canada, expressing distancing from US politics and appealing for acceptance based on personal qualities.
@tashamariezdenek
Mar 4, 2025
I think I'm moving to Canada ??
I think I'm moving to Canada ??
First-person statement about the commenter's own potential relocation decision.
Personal Narrative
0.85
@loadedandloced311
Mar 4, 2025
As an immigrant, I'm sick and exhausted of Indians, they take all the jobs and oppertunities, just wait until you work at a company with 95% Indians and you'll see how racist they are and …
As an immigrant, I'm sick and exhausted of Indians, they take all the jobs and oppertunities, just wait until you work at a company with 95% Indians and you'll see how racist they are and foreigners do all hard jobs while they rest. The liberal government has betrayed Canadians and old immigrants
First-person immigrant account of workplace discrimination and job competition, critiquing government policy.
Princess15732
Feb 26, 2026
I was born and raised in the downtown area of Brampton and moved out about 5 years ago. It really is not what is used to be when I was growing up, i hate having …
I was born and raised in the downtown area of Brampton and moved out about 5 years ago. It really is not what is used to be when I was growing up, i hate having to drive there for appointments or visiting family/friends.
First-person account of living in Brampton with observation of negative change, expressing dissatisfaction with the area's transformation.
dankema870
Feb 26, 2026
For one time ever I agree with Trudeau?
For one time ever I agree with Trudeau?
First-person expression of rare agreement with Trudeau, a personal stance statement.
Personal Narrative
0.85
@cresentz23
Mar 4, 2025
Those tim Hortons are so dirty, I stopped going there more than 10 years ago
Those tim Hortons are so dirty, I stopped going there more than 10 years ago
First-person account of the commenter's personal experience avoiding Tim Hortons for a decade.
Personal Narrative
0.85
batyamasheh3543
Feb 26, 2026
Good for you Justin. As an American senior, I am afraid for my life. If they take my social security and health care, I will be homeless and die. Please, everyone, fight that bastard in …
Good for you Justin. As an American senior, I am afraid for my life. If they take my social security and health care, I will be homeless and die. Please, everyone, fight that bastard in the white house anyway you can.
Combines lived experience as an American senior with fear about social security loss and solidarity with Canada's position against Trump.
@teresapalmeno4424
Mar 4, 2025
As a Canadian by birth and an American citizen and US veteran by choice I detest Donald Trump. Trump is cancer that has metastasized to the whole Republican Party. General Milley was right when he …
As a Canadian by birth and an American citizen and US veteran by choice I detest Donald Trump. Trump is cancer that has metastasized to the whole Republican Party. General Milley was right when he said that Trump is the most dangerous person in America and by extension, the whole world. I stand with Canada, Mexico and Ukraine.
Opens with personal identity credentials (Canadian-born, US veteran) before making moral judgments about Trump and expressing solidarity with allied nations.
@danarbor4245
Mar 4, 2025
As an American ( I live in PA), I seriously feel like I’m living in the twilight zone with this administration.??
As an American ( I live in PA), I seriously feel like I’m living in the twilight zone with this administration.??
First-person account of living experience as an American expressing disorientation with current administration.
@mel9289
Mar 4, 2025
Dual US Canadian citizen writing in with mixed feelings…. Pride in Canada and dismay and horror at what’s happening in the US. My heart is breaking over what tRump has done to all of us. …
Dual US Canadian citizen writing in with mixed feelings…. Pride in Canada and dismay and horror at what’s happening in the US. My heart is breaking over what tRump has done to all of us. ????
First-person account of dual citizenship experience and emotional response to political developments.
@MaryKaszyca
Mar 4, 2025
I waited 3 months for a CT scan. Now I have to wait another two months for a biopsy. I would be happy to pay for faster service but even if I want to pay, …
I waited 3 months for a CT scan. Now I have to wait another two months for a biopsy. I would be happy to pay for faster service but even if I want to pay, the government will not allow me. This is not healthcare, this is the rationing of healthcare.
First-person account of healthcare wait times used to critique government healthcare rationing policy.
cherifbar
Feb 24, 2026
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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)