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
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
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
the Indians i know in canada have been very hard working and honest people. there was one who had to go back home though they wouldn’t renew his worker permit. I know plenty more on …
the Indians i know in canada have been very hard working and honest people. there was one who had to go back home though they wouldn’t renew his worker permit. I know plenty more on these permits. It’s not just indians though there’s also Brazilians, Chileans, and Venezuelans. One thing I hate is my job prioritizing their work hours over mine because they “need the hours” to stay in this country. where as this is my own country and I’m getting cut hours during slow season. smh
Combines lived experience with workers on permits with economic grievance about job hour prioritization and workplace competition.
goldenmushrooms48
Jan 29, 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 think these words mean nothing, one shoudl look at actual data. There have been a tremendous imbalance between the US and most of the world. US produces so much, have so many resourcers but …
I think these words mean nothing, one shoudl look at actual data. There have been a tremendous imbalance between the US and most of the world. US produces so much, have so many resourcers but could not compete. Instead, they were forced to open operations in foreign countries, which does not benefit US taxpayers. You like it or not, US was on a downhill if other countries would not agree to make American products competitive.
Analysis of US economic imbalance, trade competitiveness, and manufacturing relocation as justification for trade policy adjustments.
@petrasmiles1029
Mar 4, 2025
Demographics change all the time and culture is fluid. Being pissed about it just means YOU need to have more kids. Without YOU having more children or immigration, towns die and economies shrink. It’s a …
Demographics change all the time and culture is fluid. Being pissed about it just means YOU need to have more kids. Without YOU having more children or immigration, towns die and economies shrink. It’s a simple numbers game.
Frames immigration as economic necessity using demographic and labor market logic to counter cultural anxiety.
Group.B
Jan 27, 2026
The east Indian problem has gotten extremely bad where I am in Canada they keep buying businesses and then firing all the white people but if you call it out, you're racist like, I'm getting …
The east Indian problem has gotten extremely bad where I am in Canada they keep buying businesses and then firing all the white people but if you call it out, you're racist like, I'm getting turned down when I hand out resumes, because I'm white and I was born in Canada its bad they're taking all the student jobs and then buying the businesses where students are working and then firing the students i'm no longer in school, so it's even harder to find a job. It's gotten to the point where if you want a job you need to work for yourself. They're even taking jobs in the trades so now people are having to work for themselves under-the-table and launder their money the average median income in Canada is anywhere from $45000 to $50000 a year the average house costs $673,335 the average household only makes $80000 a year i used to dream about having my own home and starting a family now I just hope I can find an apartment for less than $2000 a month that isn't owned by a slum Lord living in Toronto that's bought the property without ever even being to Smiths Falls a day in their life.
Combines personal economic hardship narrative with claims of ethnic discrimination in hiring and business ownership, framing immigration as economic threat.
somebomberkid
Jan 29, 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
Lol, Canada tariff the usa 300% on certain resources. I cant blame trump for getting that fixed
Lol, Canada tariff the usa 300% on certain resources. I cant blame trump for getting that fixed
Discusses tariff rates and trade imbalances, justifying Trump's trade actions on economic grounds.
@4XShadow
Mar 4, 2025
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
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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
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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