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
When came as a 5 year old 50+ yars ago my family and I were accused of not assimilating so not much has changed. I've got kids half my age telling me to assimilate
When came as a 5 year old 50+ yars ago my family and I were accused of not assimilating so not much has changed. I've got kids half my age telling me to assimilate
Commenter shares lived experience of immigration and assimilation pressures across generations, using personal history to comment on persistent discrimination.
hawkeye_1920
Oct 1, 2025
As a Indian Sikh that was BORN in Australia with parents that have been in Australia for over 17 years, these new Indians coming here are the problem I’m not trying to be rude or …
As a Indian Sikh that was BORN in Australia with parents that have been in Australia for over 17 years, these new Indians coming here are the problem I’m not trying to be rude or racist but I’ve gone to India many times and there everyone is in Canada or something but when they get there they treat it like India, like if ur gonna go to a different country at least respect them . India is a beautiful country with good food it’s just that some (keyword some) people are disrespectful most Indians are like this because of stereotypes so they sometimes feel angry so then they try to get revenge. I’m not saying everyone is like this but I had to get it out because I’m starting to feel annoyed with Indians and other people, Indians also say that the uk stole from them so they are stealing back but that was only uk and only the government not the people. What u see on screens is not actually what India looks like on behalf of the Indian community I would like to say I’m sorry to everyone and every country we have taken over just know not everyone is like this only the Indians who have a ego and think they are better , sorry Canada, America, Australia and any other country
Extended first-person account from Indian-Australian perspective critiquing newer Indian immigrants' cultural integration.
tejpalsinghsingh5687
Jan 27, 2026
The immigration of the people that came here are pissed 😤 because they jumped through hoops. And yes most of the richer people moved
The immigration of the people that came here are pissed 😤 because they jumped through hoops. And yes most of the richer people moved
Commenter describes frustration of immigrants who went through legal processes while wealthier people bypassed them, mixing lived experience with economic observation.
Aquariumbosscanada
Jan 27, 2026
Name calling is the left calling card ! Call me racist , fascist, i DO NOT CARE , all what i see is a rapid decline of a proud country that i emigrated to over …
Name calling is the left calling card !
Call me racist , fascist, i DO NOT CARE , all what i see is a rapid decline of a proud country that i emigrated to over 40 years ago and worked hard and happily to belong to.
Commenter shares their 40-year immigration experience and expresses concern about national decline, blending personal narrative with political critique.
lucgruffaz7750
Feb 27, 2026
As a Canadian-Indian born and raised in Brampton for the majority of my life. This shit is accurate. Alot of the issues stem from international students abusing Canada's immigration. That bike guy is wild btw😭
As a Canadian-Indian born and raised in Brampton for the majority of my life. This shit is accurate. Alot of the issues stem from international students abusing Canada's immigration.
That bike guy is wild btw😭
Establishes credibility through lived experience as a Canadian-Indian while critiquing international student immigration policy.
faizlockprivate
Jan 27, 2026
Canada is cooked. That is why I left years ago. It breaks my heart to see the country that I loved so much going into ruins.
Canada is cooked. That is why I left years ago. It breaks my heart to see the country that I loved so much going into ruins.
First-person account of emigrating from Canada due to perceived national decline caused by immigration policy.
GmailEmad
Oct 1, 2025
There's one working in my office lol. 6 years in Canada, not a PR, not a citizen, nothing...
There's one working in my office lol.
6 years in Canada, not a PR, not a citizen, nothing...
First-person account of a work permit holder in the commenter's office, sharing lived observation.
Personal Narrative
0.85
EmperorThePro
Oct 2, 2025
thank you for this video its hell out here but its like were screaming into the void😩😔
thank you for this video its hell out here but its like were screaming into the void😩😔
Commenter shares personal experience of difficulty while thanking the video creator, expressing empathy with others in similar situations.
hyewonity
Jan 27, 2026
People I talk to, who live in Brampton, similarly complain about it. It's so sad man.
People I talk to, who live in Brampton, similarly complain about it. It's so sad man.
Reports anecdotal complaints from people in Brampton without making broader claims or arguments.
Personal Narrative
0.85
Yasin33
Oct 2, 2025
As a Indian pls send those Indians back who say they love India,life in India was easy.I am sick of my country with no future I really want to leave India and settle in a …
As a Indian pls send those Indians back who say they love India,life in India was easy.I am sick of my country with no future I really want to leave India and settle in a place with white majority idc care about racism at this point.
First-person account of the commenter's desire to leave India and settle in a white-majority country, expressing personal motivations and frustrations.
Quantumsolace-e8j
Oct 4, 2025
My sister in law had to deal with 6 years of pure bullshit to be allowed to live here and make a life, she's vietnamese, her whole family are wonderful hardworking people Yet THIS kind …
My sister in law had to deal with 6 years of pure bullshit to be allowed to live here and make a life, she's vietnamese, her whole family are wonderful hardworking people
Yet THIS kind of crap is allowed in because...what?
Shares lived experience of sister-in-law's immigration struggle while questioning fairness of admitting others, combining personal narrative with moral critique.
zer0harts
Oct 3, 2025
I am an Indian International student right now, been here for 1.5 years and yeah it is true that students don’t show up to classes and most don’t even know how to properly communicate. Due …
I am an Indian International student right now, been here for 1.5 years and yeah it is true that students don’t show up to classes and most don’t even know how to properly communicate. Due to which students like me might be in trouble too. This sucks man like really
First-person account of lived experience as an international student, with implicit criticism of peer behavior affecting their academic standing.
PervySage2002
Oct 7, 2025
I came as student in 2013 I am now Canadian from past 5 years. I just want to mention government is to blame for They earned so much money from international students. I studied with …
I came as student in 2013 I am now Canadian from past 5 years. I just want to mention government is to blame for
They earned so much money from international students. I studied with Ukrainian Chinese Mexican and Russian students . They weren't good in English as well
But they all worked very hard and very dedicated.
Initially it was difficult find job they asked young students for Canadian experience which obviously none of the students had
Ircc is laziest department. Even college cares about fees only. Because if student leave the college they don't get back the fees. So they are absolutely fine with this kind of fraud. .and private college are worst among everything. Students doesn't have to attend college. The fraud is now they just gets degrees and some else studies for them. Canada is not corrupt but Canadian politicians to get votes made Canada curupted. Covid benefits fueled this . Downhill started with Covid ended.
Commenter shares lived experience as an immigrant student and worker, then critiques government and institutional policies around international student fraud and corruption.
Truthbombs9966
Oct 2, 2025
Believe it or not none benefit me.
Believe it or not none benefit me.
Commenter shares personal experience that government programs do not benefit them.
Personal Narrative
0.85
466rudy6
Jan 12, 2026
So sick of Canada. Moving to Florida real soon.
So sick of Canada. Moving to Florida real soon.
First-person account of personal dissatisfaction with Canada and intention to relocate.
Personal Narrative
0.85
cherokeefit4248
Jan 5, 2026
I’m the son of Indian immigrants who came into Melbourne, Australia 34 years ago, my mom came with her family of 8 and my father came here by himself. The exact same thing is happening …
I’m the son of Indian immigrants who came into Melbourne, Australia 34 years ago, my mom came with her family of 8 and my father came here by himself.
The exact same thing is happening over here. We have suburbs in our eastern side which have turned into pockets of Punjab and Haryana. We have been in the restaurant industry for 30 years now, these students are taking our cash in what is a ‘cashless economy’. We’ve had one particular instance where a former employee faked her marriage certificates in order to get her permanent residency, now she’s in trouble with the authorities and may face some years in jail.
The problem is they like taking ‘shortcuts’ and then they get stuck and expect us as employers to save them. The systems put into place have been exhausted to the point where is it useless.
Detailed first-person account of immigrant family experience and workplace issues with immigrant students, grounded in lived experience.
SirAMG63
Oct 9, 2025
I had 8 so were still asking babies
I had 8 so were still asking babies
Brief first-person statement about having eight children, providing biographical context.
Personal Narrative
0.85
tracymartin3398
Aug 25, 2025
I live in Toronto and it is full of Indian students. They are everywhere, every business, gas stations, grocery stores, dollar stores, all basic jobs you find indians. They can get visas for their spouses, …
I live in Toronto and it is full of Indian students. They are everywhere, every business, gas stations, grocery stores, dollar stores, all basic jobs you find indians. They can get visas for their spouses, their parents so easily. How is it so easy for them to get into Canada. Some can hardly speak English. Its hard to even get a basic job.
First-person account of living in Toronto combined with observations about Indian students taking jobs and family sponsorship policies.
SarahAndrews24
Nov 20, 2025
i had only been in New Deli for 10 minutes before getting robbed by the taxi driver that picked me up from the airport
i had only been in New Deli for 10 minutes before getting robbed by the taxi driver that picked me up from the airport
First-person account of a negative personal experience traveling in India, presented as lived experience.
Personal Narrative
0.85
francisjudge
Jan 27, 2026
This is horrific! As an immigrant from India who has worked his b*tt off to make a better life for himself, this makes me feel so ashamed... I feel alienated because any time I try …
This is horrific! As an immigrant from India who has worked his b*tt off to make a better life for himself, this makes me feel so ashamed... I feel alienated because any time I try to say something of value, i get disowned by my own community. I wish everyone was as grateful for the opportunity this country has provided us as I am.
And honestly, I have no empathy for anyone trying to cheat the system, no matter where they are from!
First-person account of immigrant experience combined with moral judgment against those who cheat the system.
sankalpchawla007
Nov 13, 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
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Solidarity
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Meta-Commentary
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Unverified Claim
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Classified by Claude Haiku (Anthropic)
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14-category DH taxonomy
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