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 kinda miss Brampton, lived there as a young'in. Right at the beginning of the takeover 🥲
I kinda miss Brampton, lived there as a young'in. Right at the beginning of the takeover 🥲
First-person nostalgic account of living in Brampton with implicit concern about demographic change ('takeover').
BrotherTurkey
Jan 27, 2026
Oh nah not the Montreal strays I know one of those places :sob:
Oh nah not the Montreal strays I know one of those places :sob:
First-person account of personal familiarity with a Montreal location mentioned in the video.
Personal Narrative
0.80
Nitrogenic
Jan 27, 2026
Trump will be gone soon. Things will go back to normal. The only reason why I will not go to the USA is because I don't feel safe down there anymore. Canadians just have to …
Trump will be gone soon. Things will go back to normal. The only reason why I will not go to the USA is because I don't feel safe down there anymore. Canadians just have to wait until a Democrat is president again if they really need to go there. I would rather go to another country for vacation. Plenty of safer places to go.
Combines personal safety concerns about the US with a first-person explanation of travel preferences and comparative assessment of destinations.
johndesousa7379
Dec 10, 2025
I first heard Brampton called Bramlidesh 20+ years ago.
I first heard Brampton called Bramlidesh 20+ years ago.
First-person account of hearing a derogatory nickname for Brampton over time, implying demographic change.
Faz_O_Relax
Jan 27, 2026
Crazy seeing this guy go to Brampton lol. I haven't been back in a long time and I miss it. It's a great place regardless of who lives there. Obviously it has become a haven …
Crazy seeing this guy go to Brampton lol. I haven't been back in a long time and I miss it. It's a great place regardless of who lives there. Obviously it has become a haven for immigration which has lowered things quite a bit. But it's still nice. Just don't ask about the insurance rates. I don't miss that.
First-person account of returning to Brampton with mixed nostalgia, combined with assertion that immigration has negatively impacted the area.
youtubasoarus
Jan 27, 2026
As a Candian I live 15 minutes away and I've only been there twice. I go out of my way to avoid Brampton
As a Candian I live 15 minutes away and I've only been there twice. I go out of my way to avoid Brampton
First-person account of avoidance behavior toward a specific location, implying negative perception of that area.
samspeziale3187
Dec 22, 2025
No matter. Never going again lol
No matter. Never going again lol
First-person statement about personal travel decision and experience.
Personal Narrative
0.80
Wcon403
Dec 10, 2025
I had two family members drive from Alberta to Arizona and they both spent a total of 30 seconds at the border. 99% of the time it will fine. Reports like this are designed to …
I had two family members drive from Alberta to Arizona and they both spent a total of 30 seconds at the border. 99% of the time it will fine. Reports like this are designed to scare Canadians. Give me a break.
Shares anecdotal evidence from family experience to counter alarmist reporting, arguing that border crossings are typically smooth.
Shilly47
Dec 10, 2025
Never going, so I don’t care.
Never going, so I don’t care.
Personal statement about the commenter's own travel plans and lack of concern.
Personal Narrative
0.80
Rogerridesbikes
Dec 9, 2025
I am from Canada and guess what Canada is NOT the greatest place to live anymore. The high taxes, shitty health care and everything else that come with it.
I am from Canada and guess what Canada is NOT the greatest place to live anymore. The high taxes, shitty health care and everything else that come with it.
Commenter shares Canadian identity and personal dissatisfaction with living conditions, citing taxes and healthcare as economic grievances.
Nyuxl42
Jan 27, 2026
Nope. I'm going to Iceland again.
Nope. I'm going to Iceland again.
First-person statement about personal travel preference and choice to visit Iceland instead.
Personal Narrative
0.80
BobbieBees
Dec 8, 2025
in my city in the USA, i cant even open the windows in my house to get some fresh air cause the entire street smells SO bad from the food they cook. that odor sticks …
in my city in the USA, i cant even open the windows in my house to get some fresh air cause the entire street smells SO bad from the food they cook. that odor sticks to EVERYTHING. im in a house not an apartment! i literally have to do a smell check before i open the windows in my own freaking house because of these people. i live around bengalis but they are literally the same thing just bengalis are muslims. the odor is unbearable in my neighborhood man smh.
First-person account of neighborhood experience used to express cultural anxiety and xenophobic complaint about immigrant communities.
icecoldyellowredbull
Jan 28, 2026
Dude, I live in Canada and I can tell you it’s much worse. Nobody likes talking about this!!
Dude, I live in Canada and I can tell you it’s much worse. Nobody likes talking about this!!
First-person account of lived experience in Canada with implicit criticism that the immigration situation is worse than portrayed and under-discussed.
killerinstinct9954
Jan 27, 2026
Moved out of Brampton in 07. Such a change. And I hate evening driving through now
Moved out of Brampton in 07. Such a change. And I hate evening driving through now
First-person account of relocating and observing demographic change in a specific city, with implicit negative sentiment.
rossmckay5392
Dec 7, 2025
Property management here and let me tell you…. I’ve never dealt with cockroaches as much as I do now and it’s all in Indian homes 😢
Property management here and let me tell you…. I’ve never dealt with cockroaches as much as I do now and it’s all in Indian homes 😢
Shares anecdotal work experience while making a stereotypical generalization about a specific ethnic group.
RockyEvolutionGal
Jan 28, 2026
Its was nice country when we landed in 2008 now most students doesnt even know english with IELTS 8 and they talk in pure Punjabi They are basically farmers and sold their land and did …
Its was nice country when we landed in 2008 now most students doesnt even know english with IELTS 8 and they talk in pure Punjabi
They are basically farmers and sold their land and did make false and fake credentials.I can challenge if fhey are taken IELTS here in Canada their score would be 2
Alhamdulillah we came from a Cosmopolitan citt on POINTS and worked hard in Middle East in Medical facilities.
Autobiographical account of immigration experience combined with unsubstantiated claims about fake credentials and language proficiency fraud.
UZMARAFEEQ
Jan 29, 2026
As an Indian living in India with no plans to leave my motherland , let me tell you these guys from Punjab claiming they were suppressed in India are running an immigration scam . Claiming …
As an Indian living in India with no plans to leave my motherland , let me tell you these guys from Punjab claiming they were suppressed in India are running an immigration scam . Claiming asylum on the grounds of political persecution as soon as their boat lands on Canadian shores .
Uses personal identity as an Indian to claim immigration from Punjab is fraudulent, alleging false asylum claims without evidence.
alashwin
Jan 28, 2026
THANK YOU FOR SHEDDING LIGHT ON THIS!!! This is getting crazy. Brampton used to be SOOO beautiful. And also, Africans taking over shelters isnt true. Shelters are too full because our cost of living has …
THANK YOU FOR SHEDDING LIGHT ON THIS!!! This is getting crazy. Brampton used to be SOOO beautiful.
And also, Africans taking over shelters isnt true. Shelters are too full because our cost of living has gone up and Canadians (as i am one) are struggling to make a living. Thats why you see people in tents because the shelters are WAY too full (and im also speaking from experience I was previously homeless in Toronto/Brampton and now am a Community Service Worker dealing with people in Shelters and Addictions).
Commenter shares lived experience as formerly homeless and current shelter worker while correcting misinformation about African immigrants in shelters.
ijahnnamesheal7760
Jan 28, 2026
I used to work for a middle eastern airline and no joke 90% of the people flying to Toronto were from India, now I know where they all went! Thanks Tyler
I used to work for a middle eastern airline and no joke 90% of the people flying to Toronto were from India, now I know where they all went! Thanks Tyler
Combines a first-person work experience with an anecdotal observation about Indian migration patterns, presented as evidence.
LelanieRodwell
Jan 28, 2026
I am looking for a job, I am really thinking of changing my name, as it seems that's the only way to get hired.
I am looking for a job, I am really thinking of changing my name, as it seems that's the only way to get hired.
First-person account of job-seeking difficulty attributed to ethnic name discrimination, implying systemic unfairness.
BorderlineBanterPodcasts
Jan 27, 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)