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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Economic Argument
1,276 comments
lol no fatso these are not the upper class Indians. These are farmers and other lower-class people that escape India and go to Canada. The upper-class Indians are either in India or in the US …
lol no fatso these are not the upper class Indians.
These are farmers and other lower-class people that escape India and go to Canada. The upper-class Indians are either in India or in the US because that's where they go with their college degrees to make money.
But Canada is very lucky to even have these people. What most people around the world do not understand is that without immigration, countries like Canada have negative population growth, and their economies would collapse. There would not be anybody to work in Tim Hortons or any service positions at anywhere near reasonable prices.
Indians do not try to actively change the local culture like Muslims do which our fatso also noted and they do not go on welfare. All of them add to the economy. Which Fatso I'm sure is also doing just like them as he delivers Uber Eats or whatever it is to them as they do the more complicated work. Let's just hope the bike doesn't give in before the next delivery. The Indians need their curry delivered.
Defends Indian immigrants by emphasizing their economic contributions and necessity for Canada's labor market, while using sarcastic humor to critique the video creator.
kk5000home
Jan 27, 2026
Well managed? it costed us over 200 billions in taxes and only made life more costly! It also did put great stress upon the very same institutions our elites told us they the immigrants would …
Well managed? it costed us over 200 billions in taxes and only made life more costly! It also did put great stress upon the very same institutions our elites told us they the immigrants would work for
Critiques immigration policy's economic impact, citing high costs and increased living expenses, while questioning institutional capacity claims.
Vilhjalm-l9o
Jun 21, 2025
How much Canadian tax payer money goes to them ??? Probably as bad as the somalis in the usa. All the ones around me own everything, McDs, Timmies,Subways,Burgerking,popeyes,kfc,corners stores and I know Im missing some. …
How much Canadian tax payer money goes to them ???
Probably as bad as the somalis in the usa.
All the ones around me own everything, McDs, Timmies,Subways,Burgerking,popeyes,kfc,corners stores and I know Im missing some. They wont hire people that arent family
They all drive BMWs and Mercedes. Outside of work they are rude AF.
Focuses on economic concerns (tax money, business ownership, hiring practices) while making stereotypical claims about immigrant communities.
Just_my_opinion_
Jan 27, 2026
This guy on the bike speaks 100% how we feel.... and just think the insurance will now raise everyones insurance rate to make up for these losses laugh all you want but we are paying …
This guy on the bike speaks 100% how we feel.... and just think the insurance will now raise everyones insurance rate to make up for these losses laugh all you want but we are paying for this.....
The commenter raises economic concerns about insurance costs rising due to immigrant-related incidents, combining identity framing with fiscal argument.
gregjohnson4604
Jan 27, 2026
I can’t take Indians. They just take everyone’s desk jobs away
I can’t take Indians. They just take everyone’s desk jobs away
Claims about job displacement by Indian immigrants, combining economic concern with ethnic targeting.
Piccolo_Re
Jan 27, 2026
Canada is not the greatest country on earth. All of these people will leave once they realize it's not worth freezing you ass off to not be able to afford anything.
Canada is not the greatest country on earth. All of these people will leave once they realize it's not worth freezing you ass off to not be able to afford anything.
Critiques Canada's economic conditions (affordability, climate) as deterrents for immigrants, implying they will leave.
rooksatwar
Jan 27, 2026
This is almost the same argument as the USA Mexico. WE NEED FORIGEN WORKERS TO FUNCTION. They work for lower pay and mostly work service whitch fuels our country and I think there an essential …
This is almost the same argument as the USA Mexico. WE NEED FORIGEN WORKERS TO FUNCTION. They work for lower pay and mostly work service whitch fuels our country and I think there an essential player in being able to function. (Ps all the new food slaps.)
Argues that foreign workers are economically necessary for labor market function and service industries, comparing to USA-Mexico dynamics.
SkippyPeanutButter122
Jan 27, 2026
Ridiculous, and our taxes fund how much of this crap?
Ridiculous, and our taxes fund how much of this crap?
Questions the fiscal cost of immigration policy, framing it as wasteful spending of taxpayer money.
kaylzzzza
Oct 2, 2025
Canadians students cannot afford to go to school. How many do you know in education debt, working a job not in their field?
Canadians students cannot afford to go to school.
How many do you know in education debt, working a job not in their field?
Raises economic concerns about Canadian students' affordability and underemployment, implicitly critiquing immigration policy priorities.
99skyroxx
Jan 19, 2026
Everything will even out.\nWe, the normal people, will foot the bill.
Everything will even out.\nWe, the normal people, will foot the bill.
Critiques the economic burden of immigration policy, suggesting ordinary citizens will bear financial costs.
@odmeli4183
Mar 4, 2025
It’s not just Brampton is all Toronto it’s cheap for them but they have ruined the economy for Canadians
It’s not just Brampton is all Toronto it’s cheap for them but they have ruined the economy for Canadians
Claims immigrants have economically harmed Canadians by making housing cheap for themselves but ruining the broader economy.
Chocolatecake22
Jan 27, 2026
🇨🇦 My theory is Canadian debt, deficit, aging population are so high Canada is hoping mass Immigration will pay the debt off, a debt the immigrants didn't incur.😮
🇨🇦 My theory is Canadian debt, deficit, aging population are so high Canada is hoping mass Immigration will pay the debt off, a debt the immigrants didn't incur.😮
Proposes that mass immigration is a fiscal strategy to address national debt and aging population issues.
DavidGS66
Jan 27, 2026
Has nothing to do with friendship. Itis business. Usa not charety organization anymore. Sorry but it is true!!!
Has nothing to do with friendship. Itis business. Usa not charety organization anymore. Sorry but it is true!!!
Framing US-Canada relations as transactional business rather than charitable friendship.
Economic Argument
0.80
@MariaNewman-v6g
Mar 4, 2025
THEY ARE WORKING IN ALL TIM HORTONS, FACTORIES, ETC. STEALING WORKS TO CANADIANS!!!
THEY ARE WORKING IN ALL TIM HORTONS, FACTORIES, ETC. STEALING WORKS TO CANADIANS!!!
Claims immigrants are taking jobs from Canadians, framed as economic competition and threat.
raquelhernandez135
Sep 30, 2025
Too many people not enough jobs for Canadians good to hear a lot of them that I have worked with have no work ethic
Too many people not enough jobs for Canadians good to hear a lot of them that I have worked with have no work ethic
Argues that job scarcity for Canadians is exacerbated by immigration while making negative generalizations about immigrant work ethic.
TrevorS-b3u
Nov 21, 2025
I dont see a problem here, US and Canada are G7 countries and still they are rich.
I dont see a problem here, US and Canada are G7 countries and still they are rich.
Comment addresses economic status and wealth of G7 nations in context of trade discussions.
Economic Argument
0.80
@JohnA4564
Mar 5, 2025
Yes, they can go back home and 24 Billions Canadian tax payers given to Ukrainians must come back for Canadians to benefit their interests.if not liberals have to return it from their pockets .this is …
Yes, they can go back home and 24 Billions Canadian tax payers given to Ukrainians must come back for Canadians to benefit their interests.if not liberals have to return it from their pockets .this is the real control!
Argues that government spending on Ukrainian aid should be redirected to Canadian citizens, framing immigration through fiscal priorities.
Sandstorm-q2v
Jan 17, 2026
The tariffs will be paid by American consumers eventually. Why did Trump do this?
The tariffs will be paid by American consumers eventually. Why did Trump do this?
Economic analysis of tariff incidence on consumers combined with questioning the policy rationale.
@huimingliu2383
Mar 5, 2025
It’s funny because Indians are the highest earning ethnicity in America 😂
It’s funny because Indians are the highest earning ethnicity in America 😂
Uses economic data about Indian earnings to counter negative stereotypes with factual counterargument.
rajk6956
Jan 27, 2026
Canadian graduates can't get jobs because they are too many imegant that is terrible for Canadian citizens. Send them back where they came from. Make Canada 🇨🇦 great.
Canadian graduates can't get jobs because they are too many imegant that is terrible for Canadian citizens.
Send them back where they came from.
Make Canada 🇨🇦 great.
Claims immigrants are taking jobs from Canadian graduates and calls for their removal, framing immigration as an economic threat to citizens.
David01sky
Apr 14, 2025
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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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Discourse Quality (Perspective API)