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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
just saying i don't support hindu stuff as an Indian in canada jesus is king ✝. ( i am not a convert i was born in india moved to canada at 7 i am part …
just saying i don't support hindu stuff as an Indian in canada jesus is king ✝. ( i am not a convert i was born in india moved to canada at 7 i am part of syro-malabar church ifykyk
First-person account of immigrant background and religious identity, establishing personal credentials while making a statement about religious preference.
AJhoops-i8f
Feb 11, 2026
Y'all as an Indian I am extremely sorry for the lack of civic sense we export throughout the world. But, I can't ignore the blatant racism in the comments. Every country has it's spectrum of …
Y'all as an Indian I am extremely sorry for the lack of civic sense we export throughout the world. But, I can't ignore the blatant racism in the comments. Every country has it's spectrum of people. India unfortunately has the problematic one's more than the unproblematic one's. I would implore you guys to visit upstate Gurugram, Hyderabad, Bengaluru and the north east. Maybe that will change your view on India and Indians
First-person account from an Indian commenter acknowledging cultural issues while appealing to fairness and countering racism with lived experience and moral reasoning.
gantavya6708
Feb 9, 2026
Bro.. canadian here.. I was recently turned racist.. because of all these people
Bro.. canadian here.. I was recently turned racist.. because of all these people
First-person account of becoming racist due to immigration, framed as a personal transformation narrative with underlying threat perception.
vg3348
Jan 27, 2026
New to Canada, poor drivers, great people. The new to Canada driving on the 401 is lethal. This is very upsetting, very dangerous.
New to Canada, poor drivers, great people. The new to Canada driving on the 401 is lethal. This is very upsetting, very dangerous.
First-person account of being new to Canada with observations about driving safety concerns among new immigrants.
paulreynolds9962
Feb 4, 2026
I'm Indian and when I was 2, I thought canada was a state in india because how much my parents mention it.
I'm Indian and when I was 2, I thought canada was a state in india because how much my parents mention it.
A humorous first-person anecdote about childhood perception of Canada within an Indian immigrant family context.
s4mactt
Jan 28, 2026
Hey Tyler. I live 4 hours north of Brampton. Our city has become brown town of the north. My daughter has been working since she was 15. Every summer she goes to manitoulin island and …
Hey Tyler. I live 4 hours north of Brampton. Our city has become brown town of the north. My daughter has been working since she was 15. Every summer she goes to manitoulin island and works then comes home. This year she can not find a job because all the Indians have taken the jobs. I love diversity, but this is getting out of hand. I grew up in Brampton and In 1989 my parents moved us north because they could see how Brampton was turning into what it is today. Great video
Shares lived experience of demographic change in their city and daughter's job competition, framed through personal family history and economic concerns.
dorehunter872
Feb 3, 2026
All my life Brampton has been like this Canada is a melting pot anyways
All my life Brampton has been like this Canada is a melting pot anyways
Personal observation about long-term demographic change in one's hometown, accepting multiculturalism as normal.
jasman6062
Jan 27, 2026
Im an immigrant from Colombia living in Canada. I moved here because I legit wanted to study this program I was interested in and improve my English. After finishing my studies a tech company hired …
Im an immigrant from Colombia living in Canada. I moved here because I legit wanted to study this program I was interested in and improve my English. After finishing my studies a tech company hired me and I've been working here for over 4 years. I am shocked at some of the things I've seen, the corruption, the lack of law enforcement, the scams, all the sketchy things that happen within certain immigrant demographics. No one's looking into it, journalists, the government, no one does anything about it. I'm not anti immigration because im one myself but I do think there needs to be more strict regulation and the government needs to look into the scams that are going on in this country.
A first-person account of immigrant experience combined with criticism of government enforcement and regulation regarding fraud within immigrant communities.
ElPalomo
Jan 29, 2026
When I lived in Toronto I never had any problems except for the bad drivers. At least Toronto streets are cleaned and paved... It's not literally India yet. Brampton is the worst for driving though …
When I lived in Toronto I never had any problems except for the bad drivers. At least Toronto streets are cleaned and paved... It's not literally India yet. Brampton is the worst for driving though seriously.
Shares lived experience in Toronto and compares it to India, with observations about specific neighborhoods.
DulcetNuance
Jan 29, 2026
Thank you for making this, I live in Surrey and you can go an entire day without seeing anyone else. Them being here is not the problem. The problem is the government working only for …
Thank you for making this, I live in Surrey and you can go an entire day without seeing anyone else. Them being here is not the problem. The problem is the government working only for them, some of them not even attempting to assimilate and a choice few of them bringing over their gang violence (again, only a few bad apples, most are fabulous people).
First-person account from Surrey resident acknowledging immigrants positively while critiquing government policy and assimilation issues.
maxzytaruk8558
Jan 29, 2026
i live in canada n i cant stand it good luck getting a job anywhere its unreal they actuallyare turning are stores into theres in walmart there was only 1 isl of indian food now …
i live in canada n i cant stand it good luck getting a job anywhere its unreal they actuallyare turning are stores into theres in walmart there was only 1 isl of indian food now the majority of the store is indian food i cant take it this country is goin to sh!!t we should all move to india and see how they like it ....
Combines lived experience in Canada with complaints about cultural change and demographic shifts, expressing personal frustration and cultural anxiety.
munozfam5198
Jan 28, 2026
I have lived in Brampton from 1988 to 2014 - the sign on the 410 in 1988 for population in Brampton said around 64 000, have a look today.... I wish we made that many …
I have lived in Brampton from 1988 to 2014 - the sign on the 410 in 1988 for population in Brampton said around 64 000, have a look today.... I wish we made that many babies in so little time!!
First-person account of living in Brampton with demographic observation expressing concern about rapid population growth.
veedubzz88
Jan 28, 2026
Moncton NB is the same way.
Moncton NB is the same way.
Brief personal observation confirming similar demographic patterns in another Canadian location.
Personal Narrative
0.82
Habslover74
Jan 28, 2026
Brampton born and bread here 🙋♂️. During my childhood and teenage years, Brampton was known to be one of the most ethnically diverse places in the world. It wasn’t until my university years I noticed …
Brampton born and bread here 🙋♂️. During my childhood and teenage years, Brampton was known to be one of the most ethnically diverse places in the world. It wasn’t until my university years I noticed an influx of people of a particular demographic in my city. Now, the majority of Bramptonians who lived in the city 10+ years ago have essentially been flushed out of our own city. I’m not opposed to immigration at all but what this group have done to the fabric and culture of Brampton is so sad. It’s moved from a city of diversity to one of homogeneity and it’s absolutely disheartening.
First-person account of demographic change in Brampton over time, expressing concern about cultural homogeneity and displacement of long-term residents.
1fredua
Jan 28, 2026
Went to Canada this summer and that was my first time and i was shock how many indians its crazy
Went to Canada this summer and that was my first time and i was shock how many indians its crazy
First-person account of travel experience with observation of demographic change expressed as surprise or concern.
Clabroid
Jan 27, 2026
I migrated to canada expecting to have a better environment but left due to the stanky indians
I migrated to canada expecting to have a better environment but left due to the stanky indians
First-person account of migration experience with negative characterization of a specific ethnic group.
Lemjanmusic
Jan 28, 2026
Thanks tyler for finally coming to Canada to look into this, I really hate to call Brampton my hometown because this shit is embarrassing because of shitty people
Thanks tyler for finally coming to Canada to look into this, I really hate to call Brampton my hometown because this shit is embarrassing because of shitty people
The commenter shares a personal experience of living in Brampton and expresses shame about their hometown's transformation, grounded in lived experience.
jaybush5619
Jan 28, 2026
I've bin doing alot of sales on Facebook marketplace and can't help but notice a pattern of the Indians being the least reliable and most Scammy I wasn't racist until a few year ago when …
I've bin doing alot of sales on Facebook marketplace and can't help but notice a pattern of the Indians being the least reliable and most Scammy I wasn't racist until a few year ago when they started flooding into this country they're just plain and simple not as respectful.
Shares first-person marketplace experience to justify negative generalizations about Indian immigrants, framing personal anecdote as evidence of group behavior.
everett5374
Jan 28, 2026
Ok so what you doing a video about born n raised in Brampton 60 yrs it's to late same thing in malton as a kid was a party town now look at it it's not …
Ok so what you doing a video about born n raised in Brampton 60 yrs it's to late same thing in malton as a kid was a party town now look at it it's not getting better it's spreading fast
Commenter shares 60-year personal experience of demographic change in Brampton and expresses concern about ongoing transformation.
RonBryan-sf3rp
Jan 28, 2026
I’m from a rural northern Alberta town with a population of less than 3000 people and the Indian demographic has probably doubled our population. The immigration of primarily Indian “temporary” immigrants is not isolated to …
I’m from a rural northern Alberta town with a population of less than 3000 people and the Indian demographic has probably doubled our population. The immigration of primarily Indian “temporary” immigrants is not isolated to western Canada or to large cities. Most are here on student visas but are also somehow business owners / owner operators and have since invited large families to relocate here. It has complete changed the culture of the town. Also, Alberta has one major highway from north to south and the amount of semi truck crashes along our highway and dangerous goods routes have probably quadrupled. :(
Detailed lived experience from rural Alberta describing demographic and cultural changes with underlying anxiety about safety and cultural disruption.
ihatethisguy69
Jan 28, 2026
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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
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467
JamCan
274
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89
Solidarity
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4,297
Tyler Oliveira
400
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75
JamCan
36
CTV Your Morning
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Policy Critique
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551
Toronto Sun
340
CTV News
268
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235
Humor / Satire
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2,078
Tyler Oliveira
1,667
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Global News
89
CTV News
68
Fear / Threat
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1,549
CNN
1,332
RocaNews
321
JamCan
204
Toronto Sun
118
Meta-Commentary
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CTV News
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Unverified Claim
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RocaNews
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Yoke Immigration Canada
203
JamCan
152
Moral Argument
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1,733
Tyler Oliveira
704
RocaNews
205
JamCan
73
CTV Your Morning
23
Classified by Claude Haiku (Anthropic)
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