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
Very true nobody wins in a trade war!
Very true nobody wins in a trade war!
Discusses economic impact of trade wars, asserting mutual negative consequences.
Economic Argument
0.85
@wankerka
Mar 4, 2025
Trump just placed the same tariffs on them that they already had on us.
Trump just placed the same tariffs on them that they already had on us.
Factual statement comparing tariff rates between countries, presenting an economic argument about trade policy equivalence.
@Robert77-b4q
Mar 4, 2025
I cant get a hotel room because the government pays for the rooms and meals. Do you have any idea that costs per day. Please CBC, dont give us any more.BS
I cant get a hotel room because the government pays for the rooms and meals. Do you have any idea that costs per day. Please CBC, dont give us any more.BS
Personal account of housing unavailability attributed to government funding for immigrant accommodation, framed as economic grievance.
peterkaufmann8579
Nov 10, 2025
For normal people it will be expensive
For normal people it will be expensive
Directly addresses economic impact of tariffs on ordinary consumers.
Economic Argument
0.85
@horizon4351
Mar 4, 2025
Its been a tragedy for the jobless homeless Canadians
Its been a tragedy for the jobless homeless Canadians
Argues immigration harms Canadian jobless and homeless populations, framing it as an economic and social justice issue.
Claudettevaillancourt
Nov 22, 2025
They get free money, up to 500,000 from government to open up businesses money Csnadians can't get...
They get free money, up to 500,000 from government to open up businesses money Csnadians can't get...
Claims immigrants receive government funding unavailable to Canadians, framing immigration as economically unfair; the specific claim about $500,000 is likely exaggerated or false.
ruthqueen6282
Feb 27, 2026
It's your country/company that needs workers/tax dollars
It's your country/company that needs workers/tax dollars
Argues that Canada's economic needs (workers, tax revenue) justify immigration policy.
toto6773
Mar 2, 2026
Trade Deficit. US imports more than they export.
Trade Deficit. US imports more than they export.
Presents a factual economic claim about trade deficits as a basis for understanding the tariff dispute.
Economic Argument
0.85
@LezleeBrunson
Mar 4, 2025
Yall are sheep. \nEvery country needs imports. But America relies on so many other countries to keep itself going is more than unhealthy. If China and the US went to war, yes, China would suffer. …
Yall are sheep. \nEvery country needs imports. But America relies on so many other countries to keep itself going is more than unhealthy. If China and the US went to war, yes, China would suffer. But look around your house, I bet most of it says - Made In China. That can NOT happen to the extent it is. \n\nFun Fact- when Russia, Ukraine war started, Russia couldn’t get Coke ( Soda ) now Russia has many knock offs that they say taste just like ours. Point is, Russia started making their own. Yes, the US will always need imports. But did you know over a dozen + countries already have & had tariffs on the US for a LONG time, some are even our “ Allies “. Do you know why they do it? To protect their economy. To protect domestic goods. The short term is always the hardest. But it’s been proven that the long run, tariffs actually help a country’s economy. Also, the US gets shafted when it comes down to a lot of trade deals. Yeah, okay, imports are great… ( If you are getting a good deal )
Extended argument about tariffs, trade dependencies, and economic protectionism using comparative examples from Russia, China, and the US.
@2023DodgeRam
Mar 4, 2025
U guys should tariff 50% on apple products to Canada
U guys should tariff 50% on apple products to Canada
Suggests trade tariff policy as an economic response strategy.
Economic Argument
0.85
@guhonorato
Mar 4, 2025
😑Housing crisis - they are a BIG reason for this. >>> Mortgage fraud - Watch the CDC report. They flooded Canada, try to snatch up all the houses through fraud and to rent out as …
😑Housing crisis - they are a BIG reason for this. >>> Mortgage fraud - Watch the CDC report. They flooded Canada, try to snatch up all the houses through fraud and to rent out as rooming houses. This reduces available properties, and prices skyrocket. When you have tens of THOUSANDS of people in ONE community doing this, why are you scratching your head that there's a housing crisis?
Canada flung open the door to people from the scam capital of the world, and now when Canadian kids are polled, they're saying they're giving up on buying a house! Disaster.
Now, to fix the problem, you have to reduce their numbers to reduce demand, but reducing demand reduces home prices, so what about all those people who bought at inflated prices? Many homeowners are losing their shirts.
So now, to fix the problem, Canadians are enduring GENERATIONAL financial damage, that will take decades to fix, and some people may never recover from it.
I'm not against immigrants, but this particular group has devastated Canada with their greed and corruption.
Focuses on housing market impacts and economic consequences of immigration, with unsubstantiated claims about mortgage fraud and demographic targeting that constitute misinformation.
Neonene11
Jan 29, 2026
Congrats to all you who thought Trump would somehow not fumble this. Max pain incoming for so many not just in the US, but the world!
Congrats to all you who thought Trump would somehow not fumble this. Max pain incoming for so many not just in the US, but the world!
Warns of severe economic consequences ('max pain') from Trump's tariff policy affecting multiple countries.
@bluetoughguy
Mar 4, 2025
This migraine destroy Canada, indian corrupted people earn money by corruption and buying multiple houses in Canada this is the reason of house price crisis and house shortage .
This migraine destroy Canada, indian corrupted people earn money by corruption and buying multiple houses in Canada this is the reason of house price crisis and house shortage .
Attributes housing crisis to Indian immigrants through corruption and property buying, framing immigration as economic threat despite unsubstantiated claims.
gamerbrothers7327
Jan 27, 2026
Why does any immigrant get better benifits than Canadians bogus or not?
Why does any immigrant get better benifits than Canadians bogus or not?
Raises concerns about differential benefit distribution between immigrants and Canadian citizens, framing it as an economic fairness issue.
seanpower1595
Feb 24, 2026
We in the United States are going to enter a recession very soon, all because 51% of voters thought that people using pronouns was a bigger issue than our economy. Trump has been bankrupt 6 …
We in the United States are going to enter a recession very soon, all because 51% of voters thought that people using pronouns was a bigger issue than our economy. Trump has been bankrupt 6 times and didn't know that tariffs are paid by consumers. Congratulations, you can now call that transgender person a ' he ' as you lose your job.
Commenter critiques economic consequences of Trump's policies (recession, tariffs, job loss) and voter priorities regarding economic versus social issues.
@PeterSedesse
Mar 4, 2025
Canadians, you do understand that anything american we buy will be 25% more expensive, right? Not because of Trump, but because of Trudeau. You apply tariffs on what you import, not export.
Canadians, you do understand that anything american we buy will be 25% more expensive, right? Not because of Trump, but because of Trudeau. You apply tariffs on what you import, not export.
Explains economic impact of tariffs on consumer prices while critiquing misunderstanding of trade policy mechanics and attributing blame to Trudeau.
@tnbproduction
Mar 4, 2025
Canadians can’t afford home can’t find jobs why this stupid government bringing millions of people into country
Canadians can’t afford home can’t find jobs why this stupid government bringing millions of people into country
Focuses on job scarcity and housing affordability as reasons to oppose immigration policy.
Rasol-is2bf
Nov 20, 2025
So many US citizens really don't understand how they've been taken for mugs over the years with tariffs. \nThe EU being the worst. Now you have a president that is trying to level the playing …
So many US citizens really don't understand how they've been taken for mugs over the years with tariffs. \nThe EU being the worst. Now you have a president that is trying to level the playing field and punish those that won't give up easily.
Discusses tariffs, trade imbalances, and economic leveling between nations, framing tariffs as a tool to correct unfair trade practices.
@Bertie22222
Mar 4, 2025
Trump tariffs pressure companies to build manufacturing in America to avoid tariffs and sell goods in America. It brings jobs vack to America. I cant find any other way to bring manufacturing back to America. …
Trump tariffs pressure companies to build manufacturing in America to avoid tariffs and sell goods in America. It brings jobs vack to America. I cant find any other way to bring manufacturing back to America. People need jobs in America but corporate america only cared about their profits.
Focuses on tariffs, manufacturing jobs, and corporate profit motives as economic mechanisms and policy solutions.
@tomlewis9776
Mar 4, 2025
Rent prices in my area is finally going down. Lined up directly with the post secondary school year, wonder why.
Rent prices in my area is finally going down. Lined up directly with the post secondary school year, wonder why.
Commenter observes rent price changes and speculates on correlation with post-secondary enrollment, focusing on economic impact.
Economic Argument
0.85
ddcc0v0
Jan 19, 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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