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
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
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
Whenever you come back to Canada and you wanna see something crazy I am your guy Drove down in town from out of town with one of a kind hay wagon/home shop with $40,000 of …
Whenever you come back to Canada and you wanna see something crazy I am your guy
Drove down in town from out of town with one of a kind hay wagon/home shop with $40,000 of tool in it lol
In only one month got 31 breaking enter attempt 14 people threaten me with guns and crossbow lol
But they’re all pussy scared of me 😂
I don’t blame them being scared they seen I was not afraid of bullet
Thinking about setting them up with camera to show the world those stupid crackhead
Still got videos and picture of them trying
My life was a movie. and tell the police pull me over And rob 10k in front of my face with six witness
Primarily a first-person account of lived experiences with crime and violence, though it also expresses security concerns and alarmism about break-ins and threats.
Teach2dm
Feb 5, 2026
He should come to Thunder Bay and find out why we are so fucked up
He should come to Thunder Bay and find out why we are so fucked up
References local conditions in Thunder Bay and invites investigation into community problems.
markellworld584
Feb 5, 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
Crystal clear. He resigned a month ago and since then , he has stepped up. Good way to leave. ?
Crystal clear. He resigned a month ago and since then , he has stepped up. Good way to leave. ?
References a personal observation about a leader's resignation and subsequent actions, with implicit approval of the departure.
@saulalbeiro
Mar 4, 2025
I'm Canadian and I highly dislike Trudeau. But he is correct when he asks how do you negotiate with someone who wants to annex your country? I would suppose Trump supporters would have no problems …
I'm Canadian and I highly dislike Trudeau. But he is correct when he asks how do you negotiate with someone who wants to annex your country? I would suppose Trump supporters would have no problems with a hostile and aggressive foreign property developer targeting their homes. The world needs a strong America but you have lost your way. I fear the world is in for dark times
Commenter shares personal political stance while making moral arguments about negotiation and expressing fear about global consequences.
@edwoo7023
Mar 4, 2025
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
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
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
Ukranian here. Dont be fooled by this Prime Minister. Study him and you will be shocked. Smoke and mirrors
Ukranian here. Dont be fooled by this Prime Minister. Study him and you will be shocked. Smoke and mirrors
A Ukrainian commenter shares their perspective and warns others based on personal background, combining identity with skepticism of the Prime Minister.
@J.A.07
Mar 4, 2025
a few years back Brampton had a mayoral election and one of the people running was this guy John Sprovieri and he received and email complaining that a white man should not even be running …
a few years back Brampton had a mayoral election and one of the people running was this guy John Sprovieri and he received and email complaining that a white man should not even be running because white people no longer have any business planning Bramptons future. He replied saying that people of all backgrounds want to come because of what white people built" he was sanctioned by the government for that comment and he was touted as a racist from then on. No comment was made about the indian woman who said white people shouldn't be allowed in the government in a Canadian city anymore. Last time I was in Brampton I was told to go back to my own country because I asked a group of indians who were playing indian music from concert volume speakers in a residential area at 1 am to turn it off. I don't think you captured a small fraction of how bad it is in Brampton.
Recounts personal experiences in Brampton with anecdotes about racial discrimination and demographic change, framed as evidence of societal problems.
stjn14
Jan 27, 2026
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
5 minutes from this area lol
5 minutes from this area lol
Brief personal location reference indicating proximity to the area discussed in the video.
Personal Narrative
0.75
harpreetmultani6899
Jan 27, 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
As an American.... Thank you,... But I hold no hope....
As an American.... Thank you,... But I hold no hope....
Speaker identifies as American and expresses personal perspective with pessimism about the situation, combining identity assertion with underlying anxiety.
@dennisgodshalk
Mar 4, 2025
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.
Personal Narrative
0.75
Bftdb3.0
Feb 18, 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
Lived in Mississauga, in the town nextdoor. Brampton is nicknamed "Brown Town" for that reason...
Lived in Mississauga, in the town nextdoor. Brampton is nicknamed "Brown Town" for that reason...
Shares lived experience of living near Brampton while invoking a racialized nickname, suggesting demographic change observation.
Didds-j8y
Mar 2, 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
Compare Videos
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)