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
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 fully prepared to travel to a non-USA destination
I'm fully prepared to travel to a non-USA destination
First-person statement about the commenter's own travel intentions and preparedness.
Personal Narrative
0.75
terrygelinas4593
Dec 9, 2025
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
As a indian🇮🇳 ....if u feel disgusted mainly canadians why u r voting ndp....and after electing your own party ...tell them to kick...btw i dont think they are illegal immigrants...they went there legally..and they behave …
As a indian🇮🇳 ....if u feel disgusted mainly canadians why u r voting ndp....and after electing your own party ...tell them to kick...btw i dont think they are illegal immigrants...they went there legally..and they behave nothing like immigrants of Europe ....yes indians are dirty...but i think that tax paying blame is actually false..indian do pay taxes...
Self-identified Indian commenter sharing perspective on immigration, critiquing voting choices, and disputing claims about immigrant behavior and tax contributions.
adityabanerjee0244
Dec 2, 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
Great too know Canadian flag and ballon’s means smugglers.. that’s what was easiest for me to recognize …I’ve got one of these in my neighbourhood
Great too know Canadian flag and ballon’s means smugglers.. that’s what was easiest for me to recognize …I’ve got one of these in my neighbourhood
Shares a personal observation about recognizing smuggling indicators in their neighborhood, expressing concern about local smuggling activity.
christophermahon-yl1gk
Feb 27, 2026
Ahead by a century!
Ahead by a century!
Brief first-person account of personal financial decision in response to US political situation.
Personal Narrative
0.75
@johnkleeman2801
Mar 4, 2025
Typical scam "i will pick you up. Jk cant make it. Get a hotel"
Typical scam "i will pick you up. Jk cant make it. Get a hotel"
Describes an alleged scam experience, possibly anecdotal evidence of immigration-related fraud.
PrussianBlu3
Feb 24, 2026
I grew up in Brampton from 1985 to 2010. I watched it change. Not for the better. I got the hell out there and every time I go back to visit my fam, it's even …
I grew up in Brampton from 1985 to 2010. I watched it change. Not for the better. I got the hell out there and every time I go back to visit my fam, it's even worse. Almost never seeing any other race but Indian lol. It all has to do with Trudeau's dad designating that city as a go-to place for Indian migrants. The Trudeau's are part of the whole Satanic New World Order, and part of that order is using mass immigration as a weapon to destroy 1st world countries. His father started it back in the 70s. And yeah the driving is absolutely horrible. The car insurance skyrocketed. They destroyed the city I grew up in. It's a shit hole now. Many of them will tell you that India itself is a shit hole, but the more of them that come to Brampton, or wherever, they turn it into India. I don't consider it racism. It's their people but it's not like it's all of them, but it is a lot. From personal observance, they're the most unhygienic people I've ever met, and they love easy jobs the involve scamming others out of money. All of those scam callers are Indian. Nothing else. They have no dignity. No self respect. They just want money and don't care how to get it. I generally don't like them, but it's because of their negative behaviors. There are plenty of other races that come to Canada that people love. Have you ever heard of anyone complain about Filipinos? No. They're loved. They come here and know how to assimilate while keeping their own heritage intact in respect to our own. They're friendly, respectful, hygienic. Indian people just want to come here and make this place Indian and they have tons of kids, so that's exactly what's happening. Brampton was cooked years ago. It's just going to devour itself and fully become an extension of India, and it already has been spreading out from Brampton to the surrounding cities.
Extended first-person account of observed urban change, mixing lived experience with conspiracy theories and ethnic stereotyping.
alexwhite28
Feb 15, 2026
I've been here 10 years cant even get PR yet these Indians are scamming the shit out of everything
I've been here 10 years cant even get PR yet these Indians are scamming the shit out of everything
Combines lived experience (10 years in Canada, PR struggles) with an unsubstantiated accusation of scamming by a specific ethnic group.
Tri_Nguyen_
Jan 29, 2026
I had said check us...America in two years!!! Bloody hell!!! But don't blame me...I voted for the other lady!!
I had said check us...America in two years!!! Bloody hell!!! But don't blame me...I voted for the other lady!!
Commenter shares their personal voting choice and expresses concern about America's direction, combining lived experience with national identity framing.
@vinceedwards3978
Mar 4, 2025
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
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
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
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
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
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
Couldn't make the March Forth rally today, took down by a migraine. Bad one too. \nI've been trying to get a doctor to fix my lower jaw bone, likely with a bone graft, as my …
Couldn't make the March Forth rally today, took down by a migraine. Bad one too.
\nI've been trying to get a doctor to fix my lower jaw bone, likely with a bone graft, as my left lower jaw is disintegrating and being reabsorbed by my body's auto immune response.
\nI just got word today that with the pending cuts to Medicare, that I will likely have to pay for this procedure myself, to the tune of over $150,000 plus dentures, rehab, etc.
\nThank you Amerika, I'm going to lose my face, and likely my housing, my food assistance, my SSDI, and quite likely my very life, because greedy billionaires own your ignorance.
First-person account of health crisis and financial hardship attributed to U.S. policy cuts, blending lived experience with anxiety about systemic collapse.
@Ookmongani
Mar 4, 2025
I used to hate Indian food but now I like it now that I am older now. I am 8.
I used to hate Indian food but now I like it now that I am older now. I am 8.
First-person account of personal experience with cultural food preferences over time.
Personal Narrative
0.75
jaypee389
Oct 27, 2025
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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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