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
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
many canadians apply for 100 jobs and get no job.
many canadians apply for 100 jobs and get no job.
Implies job scarcity for Canadians, suggesting immigration competes with citizen employment opportunities.
Economic Argument
0.80
mariemacisaac7529
Feb 22, 2026
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
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
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
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
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
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
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
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
Indians are good for Canada 🇨🇦 economy get your facts right.
Indians are good for Canada 🇨🇦 economy get your facts right.
Defends Indian immigrants' economic contribution to Canada, asserting they are beneficial to the economy.
Gulzar-k9k
Feb 23, 2026
Merely stage 1. We need major changes because this economic growth via immigration lately has been a catastrophe.
Merely stage 1. We need major changes because this economic growth via immigration lately has been a catastrophe.
Critiques immigration-based economic growth model as catastrophic, focusing on economic impact.
AndreInThe416
Jan 15, 2026
BYE! With AI coming we don't need as many newcomers here.
BYE! With AI coming we don't need as many newcomers here.
Argues against immigration based on labor market impact (AI reducing need for workers).
user-az785khvy
Jan 15, 2026
Bye bye save our tax money for us sorry but yes Canadians first
Bye bye save our tax money for us sorry but yes Canadians first
Frames immigration as fiscal burden and prioritizes Canadian citizens, combining economic and nationalist concerns.
glintrhmj
Jan 15, 2026
wow and they wonder why theres a housing and job shortage
wow and they wonder why theres a housing and job shortage
Links immigration to housing and job shortages without evidence, attributing economic problems to immigrant influx.
jameisonroyce7550
Jan 15, 2026
Immigration is only good if it benifits canada. Immigrate business families, doctors, professional engineers, etc who actually contribute to our economy rather than depending on free benifits. Benifits are onky for canadians who actually need …
Immigration is only good if it benifits canada. Immigrate business families, doctors, professional engineers, etc who actually contribute to our economy rather than depending on free benifits. Benifits are onky for canadians who actually need it and not for temporary foreigners.
Argues immigration should be selective based on economic contribution, opposing welfare access for temporary foreigners while supporting skilled worker immigration.
ssyal1
Jan 15, 2026
I'm sympathetic to honest hard-working people. Free healthcare has made the dollar value 📉 dramatically. Most of these people have to leave
I'm sympathetic to honest hard-working people.
Free healthcare has made the dollar value 📉 dramatically.
Most of these people have to leave
Balances sympathy for immigrants with economic concerns about healthcare costs and currency devaluation.
InGODweTrust007
Jan 16, 2026
Deportation numbers are sad and should be much higher this is costing tax payers and citizens way too much money at least 100,000 per month deported like America.
Deportation numbers are sad and should be much higher this is costing tax payers and citizens way too much money at least 100,000 per month deported like America.
Argues for higher deportation numbers based on fiscal cost to taxpayers, with comparison to US policy.
Denny-u6o
Jan 11, 2026
Time to address the real crisis in Canada, over hiked taxes! Housing crisis, cap on what CEOs are taking in, the old age pension should be lowered to 60, groceries are out of fkn control!!!!!!
Time to address the real crisis in Canada, over hiked taxes! Housing crisis, cap on what CEOs are taking in, the old age pension should be lowered to 60, groceries are out of fkn control!!!!!!
Lists multiple economic grievances including taxes, housing, CEO compensation, pensions, and grocery prices.
qtpi_ontario
Jan 4, 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
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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Discourse Quality (Perspective API)