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
Buddy you should have came to Sydney Nova Scotia ,Canada’s biggest secret,they completely over ran this town but they don’t talk about it on the news .Brenton got nothing on this place
Buddy you should have came to Sydney Nova Scotia ,Canada’s biggest secret,they completely over ran this town but they don’t talk about it on the news .Brenton got nothing on this place
First-person account of immigration impact in Sydney, Nova Scotia, claiming media underreporting of demographic changes.
davegillis4784
Jan 27, 2026
I was in Niagra Falls a year ago. I thought I was in Punjab. Not the friendliest people. Very clannish and shifty. Act suspicious of everyone. I was also nearly ran off the road by …
I was in Niagra Falls a year ago. I thought I was in Punjab. Not the friendliest people. Very clannish and shifty. Act suspicious of everyone. I was also nearly ran off the road by one who deliberately tried to sideswipe me in a tractor trailer. Very dangerous!
The comment recounts a first-person experience in Niagara Falls and describes negative interactions, framed as a safety concern.
BillyPoole76
Jan 27, 2026
A lot of indians where i live, 2nd highest population of indians outside of inda right behind Vancouver. They used my truck bed as a dumpster, i thought it was local kids because the trash …
A lot of indians where i live, 2nd highest population of indians outside of inda right behind Vancouver. They used my truck bed as a dumpster, i thought it was local kids because the trash was pizza boxs, ice cream wrappers ect. I went out to work at 4:30 and it was a grown ass man walking out oh his house and dumping shit in my truck. I started asking what the hell was he was doing, he started threatning me i told him ill call the cops. Next morning i go out to my truck and almost got run over by a "mysterious" driver. Theyre disgusting people. I saw a giant black blob on the ground, shined a flashlight on it and it was thousands of roaches. They dont pay taxes because they donate their entire check to the temple and the temple cuts them the full check back. Its a huge scam
Anecdotal account mixing alleged personal experience with unverified claims about tax fraud and sweeping negative generalizations about Indian immigrants.
12mmratchet84
Mar 3, 2026
Trump will be gone soon. Things will go back to normal. The only reason why I will not go to the USA is because I don't feel safe down there anymore. Canadians just have to …
Trump will be gone soon. Things will go back to normal. The only reason why I will not go to the USA is because I don't feel safe down there anymore. Canadians just have to wait until a Democrat is president again if they really need to go there. I would rather go to another country for vacation. Plenty of safer places to go.
Combines personal safety concerns about the US with a first-person explanation of travel preferences and comparative assessment of destinations.
johndesousa7379
Dec 10, 2025
Bramdlesh ! I left 20 years ago . I was there when heartlake road was a one lane road. Bye Bye Brampton.
Bramdlesh ! I left 20 years ago . I was there when heartlake road was a one lane road. Bye Bye Brampton.
First-person account of leaving a Canadian city (Brampton) 20 years ago, reflecting on demographic change and personal departure.
Stichell-c1o
Dec 30, 2025
Then you move out of the city to avoid them and theyre now moving out of the city. Canada is absolute trash. As a native american who was already treated like a immigrant in canada. …
Then you move out of the city to avoid them and theyre now moving out of the city. Canada is absolute trash. As a native american who was already treated like a immigrant in canada. I cant wait to watch it burn. I'll still be here when the smoke clears.
First-person account of lived experience as Indigenous person expressing despair about Canada's trajectory.
chiefonahoe
Jan 27, 2026
My life has been ruined as a millennial! I won’t even have a career with a Canadian graduate study degree. 😢
My life has been ruined as a millennial! I won’t even have a career with a Canadian graduate study degree. 😢
First-person account of personal economic hardship as a millennial with a Canadian degree.
Xe9656
Oct 27, 2025
Ty Tyler ❤I’m from Manitoba it’s bad here too
Ty Tyler ❤I’m from Manitoba it’s bad here too
First-person account of living in Manitoba with empathetic engagement with the video creator.
queenkellyofficial
Jan 27, 2026
It's because Indian culture is pretty distant from the Western culture, even Asians, Africans, Arabs, Latinos could assimilate if they're educated and progressive enough but for Us it's pretty hard as we don't really have …
It's because Indian culture is pretty distant from the Western culture, even Asians, Africans, Arabs, Latinos could assimilate if they're educated and progressive enough but for Us it's pretty hard as we don't really have a common ground.
Despite preaching 'World is one family' we aren't really inclusive.We like to be the frog of the well & those who does they usually act entitled or annoying.
As a Bengali Indian that's what I observe after past 3 years of living in Dubai where Indian immigrants make 40% of it's population.
Draws on lived experience as an Indian immigrant in Dubai to make claims about cultural assimilation difficulties and Indian immigrant behavior.
showwick6546
Nov 3, 2025
That's not true, as a Canadian citizen i didn't see the difference on immigration.
That's not true, as a Canadian citizen i didn't see the difference on immigration.
First-person account from Canadian citizen claiming no observable difference from immigration, implicitly critiquing alarmist narratives.
yeseniagallardo4143
Dec 25, 2025
They’re bad drivers by birth lol…and I have had more Indian expats ask me to sign off on their court ordered community service that’s it’s not even funny! They all had DUI’s and they ALL …
They’re bad drivers by birth lol…and I have had more Indian expats ask me to sign off on their court ordered community service that’s it’s not even funny! They all had DUI’s and they ALL asked me if they could pay me cash for my signing off on their hours…I work for my CHURCH! No!
Shares a first-person anecdote about interactions with Indian expats, framed negatively to suggest a pattern of misconduct.
Sofia-Stella-n-Luna
Jan 27, 2026
As a person from India, I feel ashamed to know that large numbers of Indians are involved in fraudulent document submissions. Student visas, LMIA , PNPs , and even intra company transfers are widely misused.
As a person from India, I feel ashamed to know that large numbers of Indians are involved in fraudulent document submissions. Student visas, LMIA , PNPs , and even intra company transfers are widely misused.
First-person identity claim combined with unverified assertions about widespread fraud among Indian immigrants in specific visa categories.
mathayichan_ktpna
Nov 4, 2025
Tbh its alot more saturated than you would think, I live in B.C and do alot of uber deliveries, 2400 alone last year. Id say 70% of the people in houses, and some really nice …
Tbh its alot more saturated than you would think, I live in B.C and do alot of uber deliveries, 2400 alone last year. Id say 70% of the people in houses, and some really nice houses are Indian. Also most fast food restaurants are run by indian managers and staff, I was in a KFC the other day that had 1 younger white male at the counter, and 5 punjab behind the counter. The workers were all yelling at eachother about orders in their language and the white guy looked so confused. English is the first language in Canada so it should be learned especially when it comes to a business context, does our government care tho? Nope.
Combines lived experience (Uber deliveries, workplace observations) with identity-based concerns about language use and government responsibility.
etheogenetics
Jan 27, 2026
Never had an issue with Indians until COVID. Now they're openly hated by everyone, especially by other Indians. They don't like this either
Never had an issue with Indians until COVID. Now they're openly hated by everyone, especially by other Indians. They don't like this either
Shares a lived experience of changing attitudes toward Indian immigrants, framed around a temporal marker (COVID) and social observation.
bigtimber
Jan 27, 2026
For his information, we have great African doctors, lawyers, inventors, scientists, artists and we don’t want MacDonald jobs. We work for the big money. We own businesses in Canada and we are employers of labour. …
For his information, we have great African doctors, lawyers, inventors, scientists, artists and we don’t want MacDonald jobs. We work for the big money. We own businesses in Canada and we are employers of labour. I for one I’m a medical doctor and all his descendants or ancestors could never have the brains to have as many degrees as Africans. So fck that btch of a man.
Asserts personal credentials as a medical doctor and uses lived experience to counter stereotypes about African immigrants.
dr.evansesom443
Jan 27, 2026
Thank you for covering this issue. You came to ground zero… Im a irish-french canadian and have had to gro up in this HELL. If anyone is racist it’s the Indians, I was about to …
Thank you for covering this issue.
You came to ground zero… Im a irish-french canadian and have had to gro up in this HELL.
If anyone is racist it’s the Indians, I was about to be homeless because i couldnt find a job. I know for a fact im not the only one, all my friends are in the same situation.
They only hire their own, we pay the highest tax in all of north America.
If you want my opinion, i HATE them all equally just as much as i HATE canada.
As a Canadian, i beg America to annex Canada.
We need ice here too, and our government is run my the CCP.
Im 25 and im this close from disappearing myself….
Shares lived experience of job discrimination and economic hardship while expressing demographic anxiety and existential despair tied to immigration.
lmAIone
Jan 27, 2026
hey i know the guy who flipped you off in the begining lol
hey i know the guy who flipped you off in the begining lol
First-person claim of knowing someone featured in the video, connecting personal experience to video content.
seanw4606
Jan 27, 2026
13:25 OMG WTFFF! Bro I LITERALLY live 7 min walk from there, I went to the school literally behind you 😭 went to that temple with school and my ret. friend SPAT on one of …
13:25 OMG WTFFF! Bro I LITERALLY live 7 min walk from there, I went to the school literally behind you 😭 went to that temple with school and my ret. friend SPAT on one of the statues 💀
Crazy that you were in my neighbourhood Hahahah (I’m turkish not indian), I could have given you some more insight Hahaha
Shares a personal anecdote about living near the video location and offers to provide local insights, with casual humor about a negative incident.
yessir6282
Jan 27, 2026
And it took me to come LEGALLY to Canada, just under a decade!!! Shame on you.
And it took me to come LEGALLY to Canada, just under a decade!!! Shame on you.
First-person account of legal immigration experience used to critique others' immigration methods on moral grounds.
TahitiTreat
Oct 21, 2025
I have a Indian co worker that always boasts about India and how everything is better over there yet when I asked him why so many of them are so eager to come here he …
I have a Indian co worker that always boasts about India and how everything is better over there yet when I asked him why so many of them are so eager to come here he went silent and got upset🤣
Shares a first-hand anecdote about an Indian coworker's contradictory statements about India versus Canada.
Cumquest
Jan 27, 2026
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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