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
I could care less for Canadas tariffs. I’m willing to pay more to pay for products made in other countries
I could care less for Canadas tariffs. I’m willing to pay more to pay for products made in other countries
Commenter expresses willingness to accept higher costs as an economic trade-off, directly addressing tariff and pricing concerns.
Economic Argument
0.90
@mrrodriguez3066
Mar 4, 2025
tenn our gas is 2.34 a gallon not bad
tenn our gas is 2.34 a gallon not bad
Comment about gas prices, a direct economic indicator relevant to immigration/border policy discussions.
Economic Argument
0.90
@davidnanney3120
Mar 4, 2025
Canada isn’t cheap
Canada isn’t cheap
A brief statement about Canada's cost of living, directly addressing economic conditions.
Economic Argument
0.90
Lalii_io
Jan 27, 2026
Tim Hortons hires almost exclusively Indian workers on a Temporary Foreign Worker visa. Which is just a way to scam Canadians out of jobs in Canada
Tim Hortons hires almost exclusively Indian workers on a Temporary Foreign Worker visa. Which is just a way to scam Canadians out of jobs in Canada
Criticizes Temporary Foreign Worker programs as economically harmful to Canadian job opportunities.
Cosmicmasterspy
Jan 28, 2026
If both sides are enforcing 25% tariffs \nSounds like fair trade to me!!
If both sides are enforcing 25% tariffs \nSounds like fair trade to me!!
Direct discussion of tariff policy and trade fairness in economic terms.
Economic Argument
0.90
@joshgomez5263
Mar 4, 2025
Camada cant afford to support anyone who arrives here. We cant support our own.
Camada cant afford to support anyone who arrives here. We cant support our own.
Argues that Canada lacks financial capacity to support immigrants while domestic needs remain unmet.
Economic Argument
0.90
pokey-m2w
Jan 5, 2026
BUILD MORE HOUSES
BUILD MORE HOUSES
Addresses housing shortage as underlying economic problem related to immigration pressures.
Economic Argument
0.90
elbowstrike
Jan 15, 2026
America can't sustain a trade war with China, Mexico and Canada at the same time. Our inflation will soar and our economy will tank.
America can't sustain a trade war with China, Mexico and Canada at the same time. Our inflation will soar and our economy will tank.
Analyzes economic consequences of trade wars on inflation and national economy.
@chrishardin7183
Mar 4, 2025
Let’s see. I think the biggest contributor of the inflation is from the government spending and the gap on the trade deficit. Long term it will help US GDP
Let’s see. I think the biggest contributor of the inflation is from the government spending and the gap on the trade deficit. Long term it will help US GDP
Analysis of inflation causes focusing on government spending and trade deficit impacts on GDP.
Economic Argument
0.90
@joyprawiro
Mar 4, 2025
Both the United States and Canada lose in the trade war, but China wins.
Both the United States and Canada lose in the trade war, but China wins.
Analysis of trade war economic impacts comparing outcomes for US, Canada, and China.
@lauraisawho
Mar 4, 2025
And Canada citizen is working hard to pay tax and house price is astronomical high..
And Canada citizen is working hard to pay tax and house price is astronomical high..
Direct critique of economic burden on Canadian citizens, citing high taxes and unaffordable housing as policy concerns.
Economic Argument
0.90
Pearlflower1
Jan 27, 2026
We have been subsidizing Canada for many years. Gotta pay your fair share.
We have been subsidizing Canada for many years. Gotta pay your fair share.
Argument about financial burden and fair economic contribution between nations.
@NoahJonesNews
Mar 4, 2025
The U.S. has a massive economic advantage over Canada in any trade war—no debate. The U.S. economy is 10x bigger, and Canada relies on American trade way more than the other way around. The idea …
The U.S. has a massive economic advantage over Canada in any trade war—no debate. The U.S. economy is 10x bigger, and Canada relies on American trade way more than the other way around. The idea that they have 'leverage' is just political posturing. They can slap tariffs on select U.S. industries to try and cause some pain, but in the long run, they *will* lose. Their leaders just don’t want to look weak, so they act like they’re standing firm when in reality, they’ve already been pushed off the cliff. The U.S. can outlast them easily.
Detailed analysis of trade dynamics, economic disparity, and tariff leverage between U.S. and Canada based on economic metrics.
@AnonP2X3YZ
Mar 4, 2025
Historically, tariffs have been imposed to support production of American goods. Think cotton, steel, other raw materials the U.S. used to produce in past centuries. For the past several decades, America has not produced many …
Historically, tariffs have been imposed to support production of American goods. Think cotton, steel, other raw materials the U.S. used to produce in past centuries. For the past several decades, America has not produced many raw materials because it's cheaper to buy them from countries who can pay their workers less to keep the cost of production low. It's impossible to quickly begin producing these things here, so Trumplethinskin's tariffs will do nothing but piss off our trading partners and dramatically increase the prices Americans pay for a long list of essential goods. I see a major recession coming soon. If your goal was to close American car plants because the parts are too expensive and make it impossible for U.S. citizens to afford to feed their families, you've achieved it, King Donald ?
Detailed analysis of tariff economics, production costs, and predicted recession impacts on American consumers and industries.
@jmccoomber1659
Mar 4, 2025
Each country slapping 25% tariff at each other SOUNDS FAIR. Nothing wrong with that. \n\nNOW let the consumers decide which to buy and let the manufacturer where to produce.
Each country slapping 25% tariff at each other SOUNDS FAIR. Nothing wrong with that. \n\nNOW let the consumers decide which to buy and let the manufacturer where to produce.
Discusses tariff policy and market mechanisms, arguing that mutual tariffs are fair and should let market forces determine outcomes.
Economic Argument
0.90
@askcleftnew
Mar 4, 2025
This is going to get expensive for Americans.
This is going to get expensive for Americans.
Predicts economic consequences (expense) of policy decisions.
Economic Argument
0.90
@living_in_latam
Mar 4, 2025
trumps tarrifs tax on goods imported from Canada are paid by the AMERICAN COMPANIES who import the goods, NOT paid by Canadian companies, it's an extra sales tax which raise prices.
trumps tarrifs tax on goods imported from Canada are paid by the AMERICAN COMPANIES who import the goods, NOT paid by Canadian companies, it's an extra sales tax which raise prices.
Explains the economic mechanism of tariffs and their impact on American companies and consumers.
Economic Argument
0.90
@Wombat-gm4ne
Mar 4, 2025
Taking an economics class right now. It's true that the single and only result of tariffs is government revenue at the cost of citizens of both involved countries. Both countries, not one.
Taking an economics class right now. It's true that the single and only result of tariffs is government revenue at the cost of citizens of both involved countries. Both countries, not one.
Explains economic principles about tariffs and their effects on both countries based on educational context.
Economic Argument
0.90
@originalryan1
Mar 4, 2025
I like Justin, but I still won’t vote for the liberals because of housing bubble
I like Justin, but I still won’t vote for the liberals because of housing bubble
Expresses personal political decision based on housing affordability concerns, a core economic issue.
@wetbadger2
Mar 4, 2025
We just have stagnated and we can no longer afford to live on one wage
We just have stagnated and we can no longer afford to live on one wage
Discusses wage stagnation and cost of living as barriers to economic sustainability, directly addressing economic hardship.
Economic Argument
0.88
Lakeboii70
Aug 25, 2025
Compare Videos
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)