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
The rich get richer and the poor get poorer. A well thought out plan on both sides of the border. What’s new?
The rich get richer and the poor get poorer. A well thought out plan on both sides of the border. What’s new?
Critiques wealth inequality as a deliberate systemic outcome affecting both sides of the US-Canada border.
Economic Argument
0.80
@paulporter7490
Mar 4, 2025
Charging 4x the tuition fees for international students should be labelled as a crime to beginwith. It's high time to make Canadians pay that kind of money for their degrees and not live in the …
Charging 4x the tuition fees for international students should be labelled as a crime to beginwith. It's high time to make Canadians pay that kind of money for their degrees and not live in the merry world of subsidised education for domestic students.
Critiques differential tuition pricing for international students as unjust, combining economic analysis with fairness concerns.
TheTakenKing999
Nov 22, 2025
No it doesn't. This is a 90-10%. We have 3.5M visa holders - 20% adult workforce. Wage supression, service collapse, housing crisis.
No it doesn't. This is a 90-10%. We have 3.5M visa holders - 20% adult workforce. Wage supression, service collapse, housing crisis.
Presents statistics (though disputed) about visa holders and claims economic harms like wage suppression and housing crisis.
johns9969
Feb 12, 2026
It's completely destroying the Canadian youth employment, aswell. Corporations are being incentivized by the Canadian government to hire temporary foreign workers so our youth unemployment rates have gone up to 15%+. Walk into a McDonald's, …
It's completely destroying the Canadian youth employment, aswell. Corporations are being incentivized by the Canadian government to hire temporary foreign workers so our youth unemployment rates have gone up to 15%+. Walk into a McDonald's, Taco Bell, Tim Hortons, etc, and you'll see nothing but Indians or Bangladeshis who barely speak English.
In small towns you don't really see this, but in any major city like Vancouver or GTA you will.
The comment focuses on youth unemployment and job displacement due to temporary foreign workers, with anecdotal observations presented as evidence of economic harm.
TheBayHarborRizzler
Jan 27, 2026
Tighter immigration is a reset for our country. We are going broke with all these immigrants and vast numbers of $$$$$$$$ going out to them!
Tighter immigration is a reset for our country. We are going broke with all these immigrants and vast numbers of $$$$$$$$ going out to them!
Frames immigration as economically damaging through claims about national bankruptcy and financial transfers to immigrants.
mimiwanwan4243
Feb 11, 2026
Too many people not enough jobs for Canadians good to hear a lot of them that I have worked with have no work ethic
Too many people not enough jobs for Canadians good to hear a lot of them that I have worked with have no work ethic
Argues that job scarcity for Canadians is exacerbated by immigration while making negative generalizations about immigrant work ethic.
TrevorS-b3u
Nov 21, 2025
Canadians are without jobs. This lawyer’s income depends on immigration.
Canadians are without jobs.
This lawyer’s income depends on immigration.
Argues that Canadian unemployment is a problem and suggests the lawyer/policy-maker has financial incentives to support immigration, combining economic concern with conflict-of-interest accusation.
samarsyal3811
Jan 19, 2026
President Trump is making moves in the best interest of America. Canada when you control the entry of phentonol to the US than we can talk. President Trump has said he going to protect Americans …
President Trump is making moves in the best interest of America. Canada when you control the entry of phentonol to the US than we can talk. President Trump has said he going to protect Americans from dying from phentonol and thats what hes doing. Bye Canada you need us .. we dont need you!
Argues Trump's actions serve American economic interests and frames US-Canada relations as asymmetrical dependency.
@LandrumTHEEparalegal
Mar 4, 2025
The American people reject your one sided friendship. No more taking advantage of America. It’s time to pay us back for every dollar you have earned from us. Period
The American people reject your one sided friendship. No more taking advantage of America. It’s time to pay us back for every dollar you have earned from us. Period
Frames US-Canada relations through economic grievance ('taking advantage', 'pay us back'), emphasizing financial imbalance.
@Doberman_Rockyy
Mar 4, 2025
Omg Bravo to that first woman!! We have to do something Canada!! The young lady that spoke brought me tears. How can the young people have families??? They can't afford to look after themselves let …
Omg Bravo to that first woman!! We have to do something Canada!! The young lady that spoke brought me tears. How can the young people have families??? They can't afford to look after themselves let alone a family. So so sad and scary. Omg, so many good points!! Canadians we have to stand up and say something!!! Trudeau ruined this country and now Carney is going to make it much worse!!!
Focuses on housing affordability and economic hardship for young people, with emotional appeals and calls for action.
portugualinmyheart6164
Aug 27, 2025
Dont put Tariffs on the USA as they are passed onto the end user/consumer which are the American people. Put the prices up on your sale of electricity, oil and gas 25% that the US …
Dont put Tariffs on the USA as they are passed onto the end user/consumer which are the American people. Put the prices up on your sale of electricity, oil and gas 25% that the US government buys, so it hits them first and they will think twice. ..... Trump never mentioned cost of living in his acceptance speech which had us wondering. This is why.
Proposes an economic counter-strategy to tariffs by raising prices on energy exports, focusing on economic impact and consumer costs.
@not_before_your_dinner
Mar 4, 2025
No more free rides. Trump is shaking up the world. We are tired of other countries taking advantage of us. So now let’s see whose money and resources is longer. Let’s play ball
No more free rides. Trump is shaking up the world. We are tired of other countries taking advantage of us. So now let’s see whose money and resources is longer. Let’s play ball
Frames the conflict as economic competition over resources and money, suggesting other countries have exploited U.S. generosity.
@MrShukriaziz
Mar 4, 2025
Just yesterday TSMC announced $100B investment in Arizona. I think we'll prevail in the end. This guy doesn't care about Americans or Canadians. He only cares about himself. What bothers us most is that we …
Just yesterday TSMC announced $100B investment in Arizona. I think we'll prevail in the end. This guy doesn't care about Americans or Canadians. He only cares about himself. What bothers us most is that we are being force-fed this nonsense by CNN as if it were legitimate.
Cites TSMC investment as economic evidence while criticizing Trump's approach and media coverage of policy matters.
@mattblaser2
Mar 4, 2025
Canada has benefited from the USA for many years — it’s time to step up and contribute. ? Let’s focus on fairness and sharing the responsibility don’t bitch about it pay us.
Canada has benefited from the USA for many years — it’s time to step up and contribute. ? Let’s focus on fairness and sharing the responsibility don’t bitch about it pay us.
Argues that Canada has economically benefited from the USA and should contribute more fairly, framing the issue in terms of economic responsibility and burden-sharing.
@DevilTime247
Mar 4, 2025
What is wrong with the American people here disrespecting America by supporting a country who shows nothing but disrespect and contempt to the American people and out Representatives? What is wrong with President Trump wanting …
What is wrong with the American people here disrespecting America by supporting a country who shows nothing but disrespect and contempt to the American people and out Representatives? What is wrong with President Trump wanting things to be fair. Canada has charged the US a 25% tariff for years and that's acceptable I think not. They deserve a 25% tariff from America. Why do some Americans think it's acceptable to give America's hardworking tax dollars away to countries who show nothing but disrespect to United States what is wrong with you guys? America doesn't need to be everybody else's piggy bank we have our own people our own states to take care of own states to take care of.
Focuses on tariff disputes, trade fairness, and economic burden-sharing, with repeated emphasis on protecting American economic interests and taxpayer resources.
@rhondamassella5487
Mar 4, 2025
Whatever. You’ll have to give in soon and accept all of the demands. Your economy can’t survive without ours. We can survive without yours.
Whatever. You’ll have to give in soon and accept all of the demands. Your economy can’t survive without ours. We can survive without yours.
Frames negotiation as economic leverage, asserting US economic dominance and Canada's dependence as basis for capitulation.
Economic Argument
0.80
@percyramos1296
Mar 4, 2025
Why should Americans continue to pay tariffs imposed by other countries, continue to lose jobs, continue to defend the world while the world continues to take advantage of our generosity. The time has come to …
Why should Americans continue to pay tariffs imposed by other countries, continue to lose jobs, continue to defend the world while the world continues to take advantage of our generosity. The time has come to put America first.
Argument centered on economic grievances (tariffs, job losses, defense spending) combined with nationalist framing ('put America first').
@Breal191
Mar 4, 2025
The reason is to get Americans to buy American Products.
The reason is to get Americans to buy American Products.
Explains a policy rationale in economic terms, focusing on trade and consumer behavior.
Economic Argument
0.80
@thetimeisnow6822
Mar 4, 2025
At this point i hope we pull all of our subsidies from all of you slack ass countries that wouldnt be able to afford half your socilized entitlements. And when the wolves come knocking dont …
At this point i hope we pull all of our subsidies from all of you slack ass countries that wouldnt be able to afford half your socilized entitlements. And when the wolves come knocking dont come crying.
Argues for withdrawing subsidies from allied countries while using threat language about security vulnerabilities ('wolves').
@blake-bj1tz
Mar 4, 2025
Canada has been taking advantage of us for decades. Our taxes are funding them. They've had this coming.
Canada has been taking advantage of us for decades. Our taxes are funding them. They've had this coming.
Claims Canada has economically exploited the U.S. through taxes and funding, framing the tariffs as justified economic retaliation.
@seansteingass8407
Mar 4, 2025
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Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
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)