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
Please. Tell me how the fůck can they afford it. One of the poorest nations affording the most expensive province... hmm.
Please. Tell me how the fůck can they afford it. One of the poorest nations affording the most expensive province... hmm.
Expresses skepticism about economic feasibility of poor immigrants affording expensive housing in Canada, combining economic concern with implicit questioning.
ThePestilentDefiler
Jan 29, 2026
Trump and his Tariffs will be Trouble for lay men
Trump and his Tariffs will be Trouble for lay men
Comment expresses concern about tariffs' negative economic impact on ordinary people, combining economic and threat-based reasoning.
@JamesBond7E
Mar 4, 2025
No Canadians want them here at this point, they’re destroying our economy
No Canadians want them here at this point, they’re destroying our economy
Claims immigrants are destroying Canada's economy and lack public support, combining economic and identity-based arguments.
MrSavage512
Jan 28, 2026
President Trump’s tariffs on Canada are essential to protecting American jobs and industries from unfair trade practices. Trudeau’s corrupt leadership has exploited the U.S. for years while failing to curb the fentanyl crisis that devastates …
President Trump’s tariffs on Canada are essential to protecting American jobs and industries from unfair trade practices. Trudeau’s corrupt leadership has exploited the U.S. for years while failing to curb the fentanyl crisis that devastates American communities. His government’s scandals and suppression of dissent prove Canada is no longer a reliable partner. These tariffs aren’t about punishment—they’re about securing America’s future, restoring fair trade, and putting American workers first.
Justifies tariffs on economic grounds (protecting jobs, fair trade) while making unverified claims about Trudeau's corruption and fentanyl failure.
@glitzliv
Mar 4, 2025
Who is paying for this free food? Someone is fitting the bill, is it the tax payers?!
Who is paying for this free food? Someone is fitting the bill, is it the tax payers?!
Questions who pays for services and frames it as a taxpayer burden, combining economic concern with information-seeking.
stsabados8979
Sep 26, 2025
Remember tariffs don’t raise prices, the greedy corrupt corporations do this. If they would absorb them which they are financially able to but choose not to, it would be fine and no scary sensationalism
Remember tariffs don’t raise prices, the greedy corrupt corporations do this. If they would absorb them which they are financially able to but choose not to, it would be fine and no scary sensationalism
Discussion of tariff economics and corporate profit margins, arguing corporations bear responsibility for price increases.
Economic Argument
0.85
@Ssjgnolan
Mar 4, 2025
Canada has not been straight with the US. I am IBEW. I have work side-by-side with countless Canadians who are in the IBW. I have never worked side-by-side with the US IBEW worker who has …
Canada has not been straight with the US. I am IBEW. I have work side-by-side with countless Canadians who are in the IBW. I have never worked side-by-side with the US IBEW worker who has ever worked in Canada. Also Canada has been subsidizing their lumber mills for years, not charging them for The timber so they have an unfair advantage. Let’s let Canada pay their fair share to protect themselves instead of depend on the US to protect them.
Combines personal work experience with economic grievances about subsidies and unfair trade advantages, arguing Canada should pay more for defense.
@josephwhite8495
Mar 4, 2025
In a trade war, the one who can resist inflation and give in to pressure last wins. To know who wins, just look at the side with the bigger economy.
In a trade war, the one who can resist inflation and give in to pressure last wins. To know who wins, just look at the side with the bigger economy.
Analyzes trade war dynamics through economic principles of inflation resistance and comparative economic size.
@Felipa0_1OOmed0
Mar 4, 2025
They are starting to take a lot of union jobs as well as undercutting contractors and working for cash. I’m a contractor and it’s been getting a lot worse. People are quoting under material costs. …
They are starting to take a lot of union jobs as well as undercutting contractors and working for cash. I’m a contractor and it’s been getting a lot worse. People are quoting under material costs. Taking the money and running out of Canada with it.
Contractor shares firsthand experience of wage undercutting and labor market competition from immigrant workers, framed as an economic concern.
MrK-h5e
Oct 11, 2025
People, remember it was USA companies that took our manufacturing overseas for cheap labor to put more money in there pockets..
People, remember it was USA companies that took our manufacturing overseas for cheap labor to put more money in there pockets..
Discusses how US companies moved manufacturing overseas for profit, framing this as an economic issue with comparative context.
@annfitch2801
Mar 4, 2025
I wish I could afford to leave.
I wish I could afford to leave.
A personal statement expressing inability to afford relocation, implying economic hardship as a motivation.
Crashbanksbuysilver
Jan 27, 2026
At least they’re creating jobs, opening up store fronts. There is something we can learn from everyone. Rather have another human being like me create opportunities than the government controlling everything
At least they’re creating jobs, opening up store fronts. There is something we can learn from everyone. Rather have another human being like me create opportunities than the government controlling everything
Argues that immigrants contribute economically through job creation and entrepreneurship, framing this positively.
B0G0-CLIPS
Jan 29, 2026
Remember, it's not just Canada that is responding to Trump. Mexico and China are also responding simultaneously to Trump's idiotic tariffs. Mexico, Canada, and China are America's biggest suppliers of materials crucial to the American …
Remember, it's not just Canada that is responding to Trump. Mexico and China are also responding simultaneously to Trump's idiotic tariffs. Mexico, Canada, and China are America's biggest suppliers of materials crucial to the American economy and are huge markets for American goods. If Trump thinks he can fight all of these countries at once and not have America receive grievous damage, then he is more deluded than we thought.
Analyzes economic consequences of Trump's tariff policies on US-Canada-Mexico-China trade relationships and supply chains.
@adamndirtyape
Mar 4, 2025
Every year 20 million Canadian travel to USA and that will stop soon and USA hotels and small businesses and airlines lose about 17 billion dollars just there, At the end USA will lose more …
Every year 20 million Canadian travel to USA and that will stop soon and USA hotels and small businesses and airlines lose about 17 billion dollars just there, At the end USA will lose more than Canadian, Trump bows down for Putin but stab Canada and Mexico from back.
Presents economic impact analysis of travel and trade between U.S. and Canada, arguing U.S. has more to lose.
@jamalsalehi6860
Mar 4, 2025
Canada's Tariff applied to the United States will cause some price inflation, price increase, for a short time until the United states establish compaines to produce the same good and services that were tariffed. Once …
Canada's Tariff applied to the United States will cause some price inflation, price increase, for a short time until the United states establish compaines to produce the same good and services that were tariffed. Once goods and service producted by the United States exceeds the Canadian goods and services that were tarriffed, the prices will come down. President Donald Trump did this to grow United States and Employment and cause price deflation over the long term. Hopefully Canada has the resources to do the same. I hope every body is blessed through Jesus Christ's name. Amen.
Detailed analysis of tariff effects on prices, domestic production, and long-term economic outcomes.
Economic Argument
0.85
@John-wx3zn
Mar 4, 2025
Every Democrat was making the point that only the host country pays for the tariffs that it puts on items. Why is Canada upset? If we have to pay the tariffs. And then canada's answer …
Every Democrat was making the point that only the host country pays for the tariffs that it puts on items. Why is Canada upset? If we have to pay the tariffs. And then canada's answer is to what make their own people pay tariffs, that doesn't make any sense. There market is so small that even if they thought they were doing a trade war, their economy will go bottom up in no time.
Analyzes tariff economics and questions Canada's retaliatory trade policy based on market size and economic impact.
@bryanconnor4108
Mar 4, 2025
We as Americans don't need ur trade you need us more.. america frist . And that that. cannada lives In the shadow of are military and pay nothing for it \nI love america ?? america …
We as Americans don't need ur trade you need us more.. america frist . And that that. cannada lives In the shadow of are military and pay nothing for it \nI love america ?? america frist
Argument that the US has greater economic and military leverage over Canada, framed with nationalist identity assertion.
@josequiles4569
Mar 4, 2025
Most have become a burden on the average Canadian tax payers. The 1 guy India was better but yet they come here lmfao
Most have become a burden on the average Canadian tax payers. The 1 guy India was better but yet they come here lmfao
Claims immigrants are a burden on taxpayers (economic argument) while dismissing one positive example, with implicit us-vs-them framing.
JC-gm1rr
Sep 28, 2025
Of all the bad reviews Brampton get, that's the most cost effective place to live in canada and has good range of jobs as well.
Of all the bad reviews Brampton get, that's the most cost effective place to live in canada and has good range of jobs as well.
Defends Brampton by highlighting its affordability and job opportunities despite negative reputation.
TheRamnath007
Jan 28, 2026
NAFTA, this is Americans Revenge baby!!! TOOK OUR JOBS AND MEXICO TOO!!!
NAFTA, this is Americans Revenge baby!!! TOOK OUR JOBS AND MEXICO TOO!!!
Focuses on job loss and economic impact from trade policy (NAFTA), framed as American grievance.
@steves3649
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)