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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
Tim Hortons is completely taken over even the ones out in the middle of nowhere are the same as you see in this video, same with any entry level job that has gone corporate in …
Tim Hortons is completely taken over even the ones out in the middle of nowhere are the same as you see in this video, same with any entry level job that has gone corporate in Canada
Discusses workplace demographics and corporate takeover of entry-level jobs in Canada, framing immigration through economic and labor market concerns.
roughgorilla4221
Jan 27, 2026
I still don’t get how MAGA people don’t see how Trump and his administration is screwing our economy even more than it already was!!! His policies are only making the rich even richer while suffocating …
I still don’t get how MAGA people don’t see how Trump and his administration is screwing our economy even more than it already was!!! His policies are only making the rich even richer while suffocating even more the average American. What will it take for them to open their eyes!!!
The comment focuses on Trump's economic policies harming average Americans while enriching the wealthy, questioning supporters' awareness of economic impacts.
@alvinmartinez1322
Mar 4, 2025
The American economy is in deep trouble. It needs money, hence the tariffs
The American economy is in deep trouble. It needs money, hence the tariffs
Analyzes economic motivations behind tariff policy, discussing financial trouble and fiscal strategy.
Economic Argument
0.82
@paulcampbell6316
Mar 4, 2025
The tariffs will hurt Canada much more than America. Any rational thinking person knows this. Our Canadian stores will be empty and what is in them will double in price. You may not like to …
The tariffs will hurt Canada much more than America. Any rational thinking person knows this. Our Canadian stores will be empty and what is in them will double in price. You may not like to hear this, but you know that this is true.
Predicts negative economic consequences of tariffs on Canada including supply shortages and price inflation.
@debrobinson8134
Mar 4, 2025
That’s not near enough.. we need 500k for a couple years and maybe we won’t be considered Canindia, why is everyone worried about these people that should not be here, you see companies that hire …
That’s not near enough.. we need 500k for a couple years and maybe we won’t be considered Canindia, why is everyone worried about these people that should not be here, you see companies that hire only Indians from India, why is this you ask? subsidize workers? Tim Hortons, Knows. Brampton is now India. I am myself and my tradesmen and I’m disgusted with the amount of taxes that we all pay to subsidize the open border we have in this country. Why? Are we shipping in people that are just gonna get on welfare and provide nothing to this country why is our government still promoting our healthcare system and other countries in order to get people here for some reason our government is selling this country down the drain for some kind of political gain. Well, it’s all financial game but at some point it has to stop. We are the next UK.
Focuses on economic impacts (wages, subsidies, taxes, welfare) while making unverified claims about hiring practices and demographic change.
chrisalcorn4659
Jan 1, 2026
Ngl tho why get mad when they have all the jobs. Us Americans aren’t taking them…
Ngl tho why get mad when they have all the jobs. Us Americans aren’t taking them…
User raises economic concerns about job availability and competition, comparing Canadian and American labor market dynamics.
Economic Argument
0.82
v-725-v2
Jan 28, 2026
How can this be good for America? I am not buying it. The tariffs I mean, the speech was excellent! :)
How can this be good for America? I am not buying it. The tariffs I mean, the speech was excellent! :)
Expresses skepticism about tariffs' economic impact while praising the speech itself, focusing on economic policy concerns.
@karlis6235
Mar 4, 2025
After covid 19 and lax immigration laws opened the flood gates of Indians to come in and what they did? Start buying houses making the prices reach unattainable levels now for any native. On top …
After covid 19 and lax immigration laws opened the flood gates of Indians to come in and what they did? Start buying houses making the prices reach unattainable levels now for any native. On top of that who's on every single job now? Well now it's literally impossible to get a job anywhere. Cost of food? Oh yeah it rose 2 folds. Quality of living? Well that dropped 2 folds too.
Attributes housing costs, job scarcity, and inflation to Indian immigration with unsubstantiated causal claims, blending economic grievance with demographic anxiety.
DEEN-E-ISLAM-Tawheed
Feb 24, 2026
They came here to study . They need to go back. Canadians needs those jobs
They came here to study . They need to go back. Canadians needs those jobs
Argues that international students take jobs needed by Canadian citizens, framing immigration as an economic competition issue.
crystalgrant661
Nov 25, 2025
Americans are rich so they don’t mind paying import tax.
Americans are rich so they don’t mind paying import tax.
Makes an economic claim comparing American and Canadian wealth in relation to import tax burden.
@jcalm1
Mar 4, 2025
its not just Indians the Mexicans are working illegals on construction for way less money ,and the sad part is that Canadians companies are hire them !
its not just Indians the Mexicans are working illegals on construction for way less money ,and the sad part is that Canadians companies are hire them !
Focuses on wage undercutting and unfair labor practices by employers hiring undocumented workers, framing immigration as economic competition.
Fisherman0123
Aug 25, 2025
Awe let’s try ….100,000 referees … Canadians are starving, no housing , apartment builds in Halifax , just finished @ $5000. Per Mon ..who the hell can afford … In my opinion..there will be a …
Awe let’s try ….100,000 referees … Canadians are starving, no housing , apartment builds in Halifax , just finished @ $5000. Per Mon ..who the hell
can afford … In my opinion..there will be a one hell of empty apartments builds .. or lots of millionaires …OR MORE CANADIANS LIVING ON THE STREETS ..
Focuses on housing costs, affordability crisis, and homelessness as economic consequences of immigration policy.
suzanneknight-c3w
Jan 4, 2026
Canada, let's see how's Tesla will enjoy 100% tariff on exports their Swasticars to Canada.
Canada, let's see how's Tesla will enjoy 100% tariff on exports their Swasticars to Canada.
Discusses tariff impacts on Tesla exports to Canada, addressing economic consequences of trade policy with comparative reference to Canada.
@Floubadour
Mar 5, 2025
canada is a immigration based economy now
canada is a immigration based economy now
Makes a statement about Canada's economic structure and reliance on immigration as an economic model.
Economic Argument
0.82
KidGarden100
Dec 24, 2025
Justin is a miserable loser. We have the same tarriffs. Equal now for the first time. Cry me a river.
Justin is a miserable loser. We have the same tarriffs. Equal now for the first time. Cry me a river.
Commenter dismisses Trudeau's complaint about tariffs, arguing they are now equal and fair, framing the issue in economic parity terms.
@jinniroe5002
Mar 4, 2025
Money doesn't grow on trees. Can't borrow money and then forever borrow more money to pay for the interest on that money. Have to pay for that support that has already been given to Ukraine …
Money doesn't grow on trees. Can't borrow money and then forever borrow more money to pay for the interest on that money. Have to pay for that support that has already been given to Ukraine sometime and Tariffs are one way of doing that by getting that money from Americans in the USA.
Discusses government debt, fiscal sustainability, and tariffs as a revenue mechanism with economic reasoning.
Economic Argument
0.81
@Sidicas
Mar 4, 2025
There's no labor shortage. Companies don't want to pay white people what they are worth. Instead they import desperate third worlders willing to work for peanuts.
There's no labor shortage. Companies don't want to pay white people what they are worth. Instead they import desperate third worlders willing to work for peanuts.
Argues that immigration is driven by wage suppression rather than labor shortage, with racial undertones about preferring 'white people' workers.
jimgravesus
Feb 13, 2026
this is why canadians cant afford being canadian
this is why canadians cant afford being canadian
Links immigration to economic hardship and affordability crisis for Canadian citizens.
Economic Argument
0.81
UpRisingDown
Feb 4, 2026
The US isn't launching a trade war against anyone. We are closing up shop and are getting ready to take care of our own. There is a massive difference. We cannot be expected to continue …
The US isn't launching a trade war against anyone. We are closing up shop and are getting ready to take care of our own. There is a massive difference. We cannot be expected to continue supporting other countries economies and defense obligations, when we have 2 generations of working class citizens unable to afford a home or have children. We have entire countries we could fill with the homeless and incarcerated, and veterans who see little to no positive treatment or respect within the job market. Things are already very very bad here in the states. I don't think many Americans realize how bad the economy is. Tariffs will force US companies to reduce the outsourcing of jobs, and force other countries who are over-reliant on trade from the States, to cultivate their own self-sufficiency. This may seem hypocritical when it comes to China, but that isn't a problem you can solve overnight. \n\nTo make it clear, Americans are going to suffer in the wake of this tariff decision, but that is the price we pay to force ourselves to change. We have made ourselves into a very weak country because of overreliance on other countries trade, and other countries overreliance on our intelligence, infrastructure, medical advancements, technological advancements, and defense capabilities. The american consumer and taxpayer front the bills for all of this, and they are suffering. This isn't a war on the rest of the world. It us telling everyone else that we can no longer be relied upon because we are weak. \n\nI didnt' even vote Trump the first two times he ran. But things have now gotten so bad that I was forced into voting for him this time. Why? Because he's a bull in a china shop. I expect him to tear every damn thing apart he can within our government. I want everything destroyed so it can be rebuilt by people who aren't complacent.
Argues that tariffs are necessary economic policy to address domestic suffering, job outsourcing, and national self-sufficiency rather than aggressive trade war.
@danc5644
Mar 4, 2025
If they can take your job it’s on you bruhhh )))) don’t be a loser with all the advantages we get in US and Canada
If they can take your job it’s on you bruhhh )))) don’t be a loser with all the advantages we get in US and Canada
Addresses job competition and economic opportunity, dismissing concerns as personal responsibility rather than systemic issue.
Economic Argument
0.81
aleximamov8770
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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