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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
I’d moved to Canada if it wasn’t so expensive
I’d moved to Canada if it wasn’t so expensive
Personal account of considering immigration to Canada but being deterred by high cost of living.
@cheryl8493
Mar 4, 2025
They will pay 25% more for our goods? Unacceptable! Starting today, WE will pay 25% more for their goods too!
They will pay 25% more for our goods? Unacceptable! Starting today, WE will pay 25% more for their goods too!
Proposes a reciprocal tariff response framed as economic retaliation, focusing on the cost impact of trade measures.
@allo5auru5
Mar 4, 2025
And? They should go. We can’t afford to deal with them all
And? They should go.
We can’t afford to deal with them all
Expresses concern about Canada's capacity to afford immigration, framed as an economic burden.
augurseer
Jan 15, 2026
The tariffs are a pretext for a trade war that will only enrich the wealthy including trump..These people don't give a rat's ass about the people and never have..That's how they accumulated their obscene billions..
The tariffs are a pretext for a trade war that will only enrich the wealthy including trump..These people don't give a rat's ass about the people and never have..That's how they accumulated their obscene billions..
Analyzes tariffs as economic policy benefiting the wealthy, combining economic critique with ethical condemnation of inequality.
@michaeldonovan4793
Mar 4, 2025
“I won’t sugar coat it” seems someone has understood how tariffs work. Which is somehow the reasons economies do everything to reduce or get rid of tariffs.
“I won’t sugar coat it” seems someone has understood how tariffs work. Which is somehow the reasons economies do everything to reduce or get rid of tariffs.
Analyzes tariff economics and their role in trade policy, discussing economic principles and outcomes.
Economic Argument
0.85
@MathieuDeVinois
Mar 4, 2025
The entire purpose of allowing foreign students in our universities is so that they can learn essential skills to take back and improve their OWN countries. No foreign students should be permitted to work nor …
The entire purpose of allowing foreign students in our universities is so that they can learn essential skills to take back and improve their OWN countries. No foreign students should be permitted to work nor should our government be allowing temporary foreign workers when our unemployment rates are the highest they've been in five decades.
Argues against foreign student and temporary worker programs based on economic concerns (unemployment rates, job availability).
nikkidarkangelpnope8400
Feb 20, 2026
It's not the immigrants. Canada never had enough for their own. The taxes are too damn high
It's not the immigrants. Canada never had enough for their own. The taxes are too damn high
Argues that Canada's problems stem from insufficient resources and high taxes rather than immigration itself, framing this as an economic issue.
aen_MinakoJohto
Feb 12, 2026
And yet thousands of contract workers are in the oil companies employ, taking away good paying jobs from Albertans. Odd how she never mentions it🤔
And yet thousands of contract workers are in the oil companies employ, taking away good paying jobs from Albertans. Odd how she never mentions it🤔
Critiques labor market impact of contract workers and immigrant employment, focusing on job displacement and wage effects.
@michardav
Feb 20, 2026
Just come to brampton ontario, you'll find 2.8million. Hope i can find a job now.
Just come to brampton ontario, you'll find 2.8million. Hope i can find a job now.
References local immigration concentration and expresses concern about job availability in the labor market.
MrKhulaid
Jan 15, 2026
From the USA: Why is it right for Canada to tariff us more than we tariff them? Trump pointed out that there was a 200 billion a year tariff deficit for the USA. Some say …
From the USA: Why is it right for Canada to tariff us more than we tariff them? Trump pointed out that there was a 200 billion a year tariff deficit for the USA. Some say that number is inflated and the real number is somewhere around the 70 billion mark in Canada's favor. No one disagrees that the US has a huge tariff deficit with Canada. So, the USA is just leveling the playing field. It's time to truly have level trade with the rest of the world, not just Canada. No more free lunch from the US to the world. We want free and fair trade, but for that to happen we must tariff other countries goods at exactly the same level they tariff our goods.
Detailed argument about tariff deficits and trade imbalances between USA and Canada, comparing economic relationships.
@RealRadNek
Mar 4, 2025
You’re damn right the citizens in Canada are going to feel the pain. Your family must had better realize this and set aside your carbon tax for April so we the Canadians are not only …
You’re damn right the citizens in Canada are going to feel the pain. Your family must had better realize this and set aside your carbon tax for April so we the Canadians are not only going to suffer from the tarrifs but an increase in our taxes. We do not make the kind of money, benefits, pension that all of parliament enjoy and can weather through this.
Discussion of economic hardship from tariffs and carbon tax on ordinary Canadians versus wealthy parliamentarians, critiquing government policy.
@ilonaferrari1339
Mar 4, 2025
We have a president who cares abour the economic state of our country and the morale of its blue collar worker. Our country has been ripped off by people abroad and internally. This is pressure …
We have a president who cares abour the economic state of our country and the morale of its blue collar worker. Our country has been ripped off by people abroad and internally. This is pressure on all governments we do business with for equal trade. We are forcing countries to become more self reliant. Each country needs to become the greatest version of itself unfettered by people dictating laws that enrich themselves at the behest of its citizens. We elected trump to tear down the old, fix the waste, weed out the greedy players taht dish out our money and get kickbacks. Thats all. America is about to become super self reliant and bring back an early 1900s boom. We can no longer be the piggy bank of the world.
Focuses on economic grievances, trade imbalances, and the need for self-reliance, framed as justification for Trump's policies.
@joshuabrown7289
Mar 4, 2025
Trump doesn't care about US jobs. He and the people who surround him are independently wealthy. They have already, in a few weeks, eliminated hundreds of thousands of jobs which support the running of the …
Trump doesn't care about US jobs. He and the people who surround him are independently wealthy. They have already, in a few weeks, eliminated hundreds of thousands of jobs which support the running of the United States. Vital services, including VA hospitals, have been reduced. \nI support Canada, as a US citizen, against this US illogical behavior.
Focuses on job losses and economic impact of Trump policies while supporting Canada against US actions.
@terriem3922
Mar 4, 2025
NOBODY WINS WITH TARIFFS
NOBODY WINS WITH TARIFFS
Direct statement about economic policy impact, asserting that tariffs produce negative outcomes for all parties.
Economic Argument
0.85
@jackweaver3559
Mar 4, 2025
Did we NOT LEARN with Trumps LAST TARIFFS? It cost our farmers their markets and cost AMERICAN TAXPAYERS BILLIONS to bail them out of bankruptcy. And DAWNY doubles down now. What’s it going to cost …
Did we NOT LEARN with Trumps LAST TARIFFS? It cost our farmers their markets and cost AMERICAN TAXPAYERS BILLIONS to bail them out of bankruptcy. And DAWNY doubles down now. What’s it going to cost us NOW? Because IT IS GOING TO COST US.
References historical economic harm from tariffs (farmer bankruptcies, taxpayer bailouts) to argue against current policy.
@toddbarnes8104
Mar 4, 2025
We need more doctors in this country.
We need more doctors in this country.
Argues for immigration based on labor market need for healthcare professionals.
Economic Argument
0.85
agewilson
Jan 14, 2026
Yet we send billions to Ukraine while Canadian's can't afford food, shelter let alone pay bills. Canadians get punished for hard work and any additional income is subjected more taxes. Sad reality.
Yet we send billions to Ukraine while Canadian's can't afford food, shelter let alone pay bills. Canadians get punished for hard work and any additional income is subjected more taxes. Sad reality.
Contrasts government spending on Ukraine with domestic economic hardship and tax burden on Canadians.
stephanmoon7960
Jan 12, 2026
But food cost 500% more in the last 6 years thanks for nothing
But food cost 500% more in the last 6 years thanks for nothing
Criticism of government response to inflation, claiming food costs have risen dramatically while assistance is insufficient.
AndrewGibson-n8c
Jan 14, 2026
Born and raised living in Ontario Canada and I applaud Trump Canada has had a 35 to 40% tariff on American goods. Only difference is we call a duty tax? It’s about time America stuck …
Born and raised living in Ontario Canada and I applaud Trump Canada has had a 35 to 40% tariff on American goods. Only difference is we call a duty tax? It’s about time America stuck it back to us.
Establishes Canadian identity credentials, then argues Canada has long imposed tariffs on US goods, justifying Trump's reciprocal approach.
@danrussell8027
Mar 4, 2025
Great, erase the middle class then give them tax breaks...
Great, erase the middle class then give them tax breaks...
Critiques immigration policy through an economic lens, arguing it harms the middle class while providing tax benefits to others.
jarvisalden9019
Jan 14, 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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Discourse Quality (Perspective API)