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
Canadians need the jobs!!!!
Canadians need the jobs!!!!
Emphasizes job availability for Canadians as an economic priority, with implicit in-group preference.
prophettruth1923
Apr 16, 2025
finally someone addressed this, i see teenagers aroun my area struggling hard to find low income like simply working at a tim hortons because of the indians
finally someone addressed this, i see teenagers aroun my area struggling hard to find low income like simply working at a tim hortons because of the indians
Anecdotal observation that local teenagers struggle to find entry-level jobs due to competition from Indian workers, framing immigration as an economic threat.
brothajamal-p5k
Jan 29, 2026
I am sorry for immigrants but we can no longer fund these programs and born Quebec citizens can no longer afford to lose their jobs to immigrants and affordable housing. Wishing them all the best.
I am sorry for immigrants but we can no longer fund these programs and born Quebec citizens can no longer afford to lose their jobs to immigrants and affordable housing. Wishing them all the best.
Argues that immigration strains public funding, job availability, and housing affordability for born citizens, combining economic and welfare concerns.
LittleWander2
Nov 22, 2025
The US billionares Jeff Bezoz (Amazon), Bill Gates (Microsoft), Mark Zuckerberg (Facebook Meta), Google and so on completely dominate the European Market with 500 MILLION PEOPLE!. America is ripping us off! We should bann that …
The US billionares Jeff Bezoz (Amazon), Bill Gates (Microsoft), Mark Zuckerberg (Facebook Meta), Google and so on completely dominate the European Market with 500 MILLION PEOPLE!. America is ripping us off! We should bann that and cooperate with China.
Argues US tech companies dominate European markets unfairly, combining economic grievance with international comparison.
@Gimbwi
Mar 5, 2025
No job for candian youth, all jobs taken by international students
No job for candian youth, all jobs taken by international students
Claims immigration takes jobs from Canadian youth, framing it as an economic competition issue.
baljinderbrar2396
Feb 26, 2026
The last year the conservatives were in power they brought in over 300k and TFWs this kept wages low and impacted services remember that
The last year the conservatives were in power they brought in over 300k and TFWs this kept wages low and impacted services remember that
Argues that high immigration and temporary foreign worker numbers under previous government suppressed wages and strained services.
fredrobbins8212
Feb 24, 2026
Don't worry Tariffs are paid for by Canada I really do not know if he is so stupid he believes that or he knows and does not care either way it is so dumb and …
Don't worry Tariffs are paid for by Canada I really do not know if he is so stupid he believes that or he knows and does not care either way it is so dumb and hurtful to think otherwise. The last time tariffs like this were in place was the late 1800's and early 1900's. If anyone know this time it was the time of the oligarchs like Rockefellers Carnegies that road the backs of the everyday Americans making them the richest people in the world. Notice a theme here, I do!!
Critiques tariff policy with economic reasoning, drawing historical parallels to oligarchic periods and discussing economic harm.
@bradleynielsen3367
Mar 5, 2025
37T in US debt. We’ve been unfairly treated the past 60 years from unfair trades from the world and Trump was the only President to say “enough”. What’s fair when US pays tariffs on goods …
37T in US debt. We’ve been unfairly treated the past 60 years from unfair trades from the world and Trump was the only President to say “enough”. What’s fair when US pays tariffs on goods but we can’t charge other countries. Let’s make trades fair. No more charities to the world paid for by US taxpayers.
Commenter argues for fair trade practices and criticizes US subsidies to other nations, framing tariffs as necessary economic correction.
@bobbykim3289
Mar 4, 2025
Of course they invaded Ontario they keep all jobs for their community . They stay 10 in a two bedroom appt and they work for a salary thats impossible for a decent family to survive
Of course they invaded Ontario they keep all jobs for their community . They stay 10 in a two bedroom appt and they work for a salary thats impossible for a decent family to survive
Combines unverified claims about job hoarding and housing overcrowding with economic arguments about wage suppression and community exclusion.
naziakarramtally4323
Aug 26, 2025
This is going to be so ugly and hard on us regulars while the rich laugh at what is happening on the monopoly board.
This is going to be so ugly and hard on us regulars while the rich laugh at what is happening on the monopoly board.
Expresses concern about economic hardship for ordinary people while the wealthy benefit, reflecting class-based economic anxiety.
@alitalaura
Mar 4, 2025
I think there are many in this Country that are presently quite deluded. Here in BC they interviewed people on the News about what they thought was "important" and some said "Arts & Culture" and …
I think there are many in this Country that are presently quite deluded. Here in BC they interviewed people on the News about what they thought was "important" and some said "Arts & Culture" and others said "Climate change" and another said " education"! But NO, NO the MOST Important is THE COST OF HOUSING & GROCERIES! 😢 WHEN are the AIRHEADS GOING TO WAKE UP???!!!
Criticizes public priorities, arguing housing and groceries costs are the most important issue, with implicit call for political attention.
karen406
Feb 17, 2026
Big mistake, the only thing saved the Canadian economy after the tariffs, is the massive Trudeau’s immigration, immigrants are consumers as well. If Canada stops immigration then it will be no doubt an American state …
Big mistake, the only thing saved the Canadian economy after the tariffs, is the massive Trudeau’s immigration, immigrants are consumers as well. If Canada stops immigration then it will be no doubt an American state before the next 30 years end.
Argues immigration is economically beneficial as consumer spending and necessary to prevent American absorption.
thegirlsquad2500
Nov 21, 2025
You can go to Dubai and get the MRI for a reasonable price. It’s sad but this is the state of our universal heath care today.
You can go to Dubai and get the MRI for a reasonable price. It’s sad but this is the state of our universal heath care today.
Critiques the state of Canadian healthcare by comparing costs to international alternatives, framing immigration-related policy as economically unsustainable.
Alan-o8l6b
Aug 26, 2025
Middle class tax cuts, does not really help with inflated prices
Middle class tax cuts, does not really help with inflated prices
Critiques the effectiveness of tax policy in addressing inflation and cost-of-living concerns, focusing on economic impact.
30kendel
Jan 28, 2026
Close the borders. Nobody seems to be employing canadians under 24 anymore
Close the borders. Nobody seems to be employing canadians under 24 anymore
Commenter links border policy to employment outcomes for young Canadians, framing immigration as economically harmful to domestic job prospects.
googleuser9009
Aug 2, 2025
Good step by government Canadians first great news for Canadian kids having hard time to find jobs
Good step by government Canadians first great news for Canadian kids having hard time to find jobs
Frames immigration restriction as economically beneficial to Canadian citizens seeking employment.
BabaJohn-l3x
Jan 11, 2026
Lena was so obvious from day one that her wheels are spinning, but the mouse is MAiD. Almost the entire liberal party is a large fry short of a Happy Meal, so you just try …
Lena was so obvious from day one that her wheels are spinning, but the mouse is MAiD.
Almost the entire liberal party is a large fry short of a Happy Meal, so you just try and ignore these things.
I sold everything when Carney was elected. Whether I move to Alberta or stay here in Ontario, house prices have tanked. No matter what, because of this clown show, I won.
Attributes personal financial gains (house price decline) to government policy failures, combining economic impact claims with criticism of political leadership.
GrantM.-gx2kn
Feb 26, 2026
I work at an auto assembly plant in Michigan. There should be no tariffs on imported auto parts for a few years in order for the automakers to have time to set up shop in …
I work at an auto assembly plant in Michigan. There should be no tariffs on imported auto parts for a few years in order for the automakers to have time to set up shop in the USA. Tariffs on food and drink shouldn't exist.
Commenter shares workplace experience while primarily arguing about tariff policy and economic impacts on manufacturing.
@dannydaw59
Mar 4, 2025
It's going to be a lot easier for other countries to boycott American good than for us to avoid buying tariffed imports because nothing is made here. We are SO fucked.
It's going to be a lot easier for other countries to boycott American good than for us to avoid buying tariffed imports because nothing is made here. We are SO fucked.
Analyzes economic consequences of tariffs and trade policy with underlying anxiety about national vulnerability.
@jbonesrva9679
Mar 4, 2025
Canadians, why are you angry? You don't want to have children, and besides, Canada brought in Indians because they are smart in the field of technology. This isn't an attack on Indians, but it's the …
Canadians, why are you angry? You don't want to have children, and besides, Canada brought in Indians because they are smart in the field of technology. This isn't an attack on Indians, but it's the truth.
Commenter provides economic rationale for immigration (technology skills) while addressing Canadian demographic concerns, framing it as a practical policy decision.
dahimoart4821
Jan 27, 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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14-category DH taxonomy
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