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
Honestly as an Indian (tamil-nadu) I genuinely don't think anything Tyler does is racist. I am an international student in canada doing hons finance and doing my cfa this sem. do I think all indians …
Honestly as an Indian (tamil-nadu) I genuinely don't think anything Tyler does is racist. I am an international student in canada doing hons finance and doing my cfa this sem. do I think all indians are bad.. no not at all, but the ones that push their religion on others are most definetly bad and lack at civic sense. Punjabis get a lot of hate cuz 70% of them faked their student visas and got here, same goes for any tamil and indian or any country YOU CANNOT DO SOMETHING ILLEGALY THEN DEMAND TO BE TREATED THE SAME AS A LEGAL CIVILLIAN. and then there are people with no civic sense. it is wild
First-person account as an international student providing lived experience perspective while critiquing specific immigrant groups' behavior and legal compliance.
kaileshkumar1916
Mar 2, 2026
Ya I believe the bad drivers here in Canada. In Saskatoon a stoopid immigrant tboned my brothers truck cuz he was distracted by his phone
Ya I believe the bad drivers here in Canada. In Saskatoon a stoopid immigrant tboned my brothers truck cuz he was distracted by his phone
Shares a personal anecdote about a traffic accident involving an immigrant, framing it as evidence of a broader threat.
Danielk9091
Jan 29, 2026
Yes, I immigrated from India. Please learn Hendi I can’t understand your language. This is unacceptable 😂
Yes, I immigrated from India. Please learn Hendi I can’t understand your language. This is unacceptable 😂
First-person account of immigration experience with humorous tone about language barriers.
producerdirectorkarlweidma5532
Jan 28, 2026
So fucking based, especially the thumbnail haha. As an Indian myself, I don't like seeing too many Indians either. For example, just watch all the different "Indians litter" and "India sucks" videos and shorts out …
So fucking based, especially the thumbnail haha. As an Indian myself, I don't like seeing too many Indians either. For example, just watch all the different "Indians litter" and "India sucks" videos and shorts out there. Too many Indians bring their bad habits and couldn't care less about Western values and basic, humane principles. Also, my also Indian Mom recently told me about how she could never be left alone in India because there are a lot of "nasty people" over there. And I've heard those horror stories and seen various clips of that, it's insanity. Thank God I was born in the West.
First-person account from someone of Indian descent sharing lived experiences and family perspectives on immigration and cultural integration.
Vandicoup
Jan 27, 2026
As an indian nahhhhh canada gotta do somethin bout this , ts is very sad
As an indian nahhhhh canada gotta do somethin bout this , ts is very sad
First-person statement from someone identifying as Indian expressing concern about immigration issues in Canada.
allaharshith1528
Jan 29, 2026
I never ever was on the Trump train. I am an American Citizen and I think he is deranged. I hope those that voted for him are starting to pick up on his madness after …
I never ever was on the Trump train. I am an American Citizen and I think he is deranged. I hope those that voted for him are starting to pick up on his madness after these past few weeks. How he ever got elected the first time was absolutely sickening. But to do it again? After an insurrection? The U.S. deserves whatever blow back we get. I don’t deserve it but maybe all of these cult followers will start to realize he is a madman. He’s everything we tried to tell people he was and yet so much worse than we could imagine. I am surrounded by Trump supporters deep in AL. I am ashamed, so full of shame and embarrassment that people voted Trump in. He told them who he was, he showed them who he was, and they still supported him. I hope the suffering we are going to face opens their eyes to recognize the insanity!
Extended first-person account of the commenter's political views and emotional experience as a Trump-skeptical American, with moral judgments embedded throughout.
@CopingwithGrattitude
Mar 4, 2025
I can't understand anyone anymore, Timmies, Profs, etc. I'm actively doing bad in university because I can't understand what my profs are saying at all
I can't understand anyone anymore, Timmies, Profs, etc.
I'm actively doing bad in university because I can't understand what my profs are saying at all
First-person account of struggling to understand professors and peers, implying language/accent barriers affecting academic performance.
Spartanus7300
Jan 28, 2026
I'm coming to canandia next month, wish me luckurry 💀
I'm coming to canandia next month, wish me luckurry 💀
Personal announcement of immigration with playful misspelling and emoji, mixing genuine intent with comedic tone.
happyj972
Jan 28, 2026
BS. The system was broken for a long time now. I remember living in Etobicoke ( a NW part of Toronto) on Dixon and Islington and seeing ‘black garbed madonnas ( in burkas) walking around …
BS. The system was broken for a long time now. I remember living in Etobicoke ( a NW part of Toronto) on Dixon and Islington and seeing ‘black garbed madonnas ( in burkas) walking around with their husbands and a crowd of kids in the middle of the day. Lots and lots of them. Living off welfare and child support. Not looking for a job. Not at all. That was 1987. As I said - a long time. Just a little reminder: PM of Canada in 1987 was PC’s Brian Mulroney.
First-person account from 1987 making stereotypical claims about immigrant welfare dependency and religious dress, mixing anecdote with unverified generalizations.
TheSleepLes
Feb 22, 2026
My parents came here more than 20yrs ago. People have to move and adapt to standards. 1. Wear deo, pls. 2. Pray at facilities/home 3. Please stop being so loud in restaurants. 4. Your kids …
My parents came here more than 20yrs ago. People have to move and adapt to standards.
1. Wear deo, pls.
2. Pray at facilities/home
3. Please stop being so loud in restaurants.
4. Your kids may not run around the restaurant. Tend to them yourself!!
5. Respect one another.
This doesn't go out just for the majority, from one country. Today i met horrific British immigrants who let their 6kids run around the restaurant while they talk so loud from the top of their lungs. They made mess all around the table and did not clean any bit. Why do we get worse mannered people?!?
Draws on lived experience as immigrant family member to articulate behavioral/cultural adaptation expectations.
beigemauve
Sep 11, 2025
I saw it with my own eyes Canada so crazy
I saw it with my own eyes
Canada so crazy
First-person account of witnessing Canada's immigration situation, expressing concern or shock about observed changes.
sry4head
Jan 27, 2026
People who leave the shelters do it because they don't follow the rules, not because of they are scared of the Africans. They get kicked out. Africans are called monkeys by people in the shelters. …
People who leave the shelters do it because they don't follow the rules, not because of they are scared of the Africans. They get kicked out. Africans are called monkeys by people in the shelters. I have seen it and heard it. The amount of ignorance is amazing.
Commenter shares firsthand observations from shelters, correcting misconceptions and providing evidence of discrimination against African immigrants.
ellkmlmhmd
Jan 29, 2026
I am sure all the Punjabis that you have spoken to have a Bachelors degree at least.I am not from Punjab, but i was fascinated to see Punjab, you should go to Chandigarh.The people in …
I am sure all the Punjabis that you have spoken to have a Bachelors degree at least.I am not from Punjab, but i was fascinated to see Punjab, you should go to Chandigarh.The people in Punjab want their children to study abroad so that they dont get into drugs and all.Also, it is just a showoff thing to show pictures of pre owned dodge challenger and mustangs to their friends and family back home.
First-person account of fascination with Punjab and observations about Punjabi motivations for emigration, mixing personal experience with cultural comparison.
avanti8188
Jan 28, 2026
Lusten man i am not for illigals but im all for inidans my bosses are cool as fuck and nice some are skme arent just like evryineells man
Lusten man i am not for illigals but im all for inidans my bosses are cool as fuck and nice some are skme arent just like evryineells man
Shares personal workplace experience with Indian colleagues while making a distinction between legal and illegal immigrants.
robywrite5931
Jan 28, 2026
Great to hear from Jason Kenney. Your immigration program was admirable. I do remember the fuss made when health care, etc. was greatly reduced for immigrants. I totally approved that action at the time.
Great to hear from Jason Kenney. Your immigration program was admirable. I do remember the fuss made when health care, etc. was greatly reduced for immigrants. I totally approved that action at the time.
First-person account of remembering past immigration policy debates and expressing approval of restrictive measures.
ClaraReid-r7s
Feb 18, 2026
Ya... my country is a mess.\nHelp.
Ya... my country is a mess.\nHelp.
First-person expression of distress about Canada's condition with an implicit plea for help, mixing personal sentiment with national critique.
@chrissett4245
Mar 4, 2025
Lol ik you're mad my guy and i am from India the people attacking you were most likely bought and paid for people by the current government or some bots. Plus I assure you Punjab …
Lol ik you're mad my guy and i am from India the people attacking you were most likely bought and paid for people by the current government or some bots. Plus I assure you Punjab and Sikhs had nothing to do with any hate you got.
Commenter shares their identity (from India) and personal experience of being attacked, while defending their ethnic/regional group (Sikhs) against blame.
downriseapex842
Jan 29, 2026
In the late 70s, when i was in high school, there was only one black guy in the whole school. He was a funny cool kid but how things have changed in such a short …
In the late 70s, when i was in high school, there was only one black guy in the whole school. He was a funny cool kid but how things have changed in such a short time eh ?.
First-person account of demographic change over decades, implying concern about rapid social transformation.
kinfolk127
Feb 26, 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
Meri benti a ah chappal gang nu atleast shoes paaa k niklya karo bahar kyu bezti krone rehne chare paase …roj 2-3 chappal gang aale dekhda mai surrey ch …kaddd akal ayu tuhanu
Meri benti a ah chappal gang nu atleast shoes paaa k niklya karo bahar kyu bezti krone rehne chare paase …roj 2-3 chappal gang aale dekhda mai surrey ch …kaddd akal ayu tuhanu
First-person account of observing gang activity in Surrey, expressing concern about public safety and community behavior.
Simransohal999
Jan 29, 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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