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
Canada has such a small population especially compared their less friendly neighbors to the south. Hope they figure out how to retain the skilled people they need to grow strong enough to fend off any …
Canada has such a small population especially compared their less friendly neighbors to the south. Hope they figure out how to retain the skilled people they need to grow strong enough to fend off any threats.
Discusses Canada's population size and need for skilled workers to maintain economic strength relative to neighboring countries.
omghowcueify
Feb 24, 2026
There's a trade deficit with Canada.....if you actually think US will be worse in the long run compared to Canada, you would not go on TV like this Trudeau. You would just tariff
There's a trade deficit with Canada.....if you actually think US will be worse in the long run compared to Canada, you would not go on TV like this Trudeau. You would just tariff
Discusses trade deficit and economic consequences, questioning Trudeau's negotiating position based on economic logic.
@rippleforeskinxrp358
Mar 4, 2025
Let's raise our wages to where they should be or at least back to 2005 levels by doing a go fund me and buy khalistan over in India or wherever they want khalistan to be …
Let's raise our wages to where they should be or at least back to 2005 levels by doing a go fund me and buy khalistan over in India or wherever they want khalistan to be and once we export 4 or 5 million India's our employers will have no choice but to pay over 19 an hour to be a doctor and our kids will have summer jobs again. But no Tim's, eff Tim's they chose a side they are eliminated. It's back to country style donuts the way it should have gone!
Argues that immigration suppresses wages and proposes exporting immigrants to raise labor costs, framing immigration as an economic problem.
CarsonBrandon-m9l
Jan 28, 2026
everyone wants our money and gets angry when they dont get it, WE ARE IN DEBT. we are trying to solve the debt and not just continually give aid to be people that dont need …
everyone wants our money and gets angry when they dont get it, WE ARE IN DEBT. we are trying to solve the debt and not just continually give aid to be people that dont need it. Work for your own country and help your own country thrive, be independant like the canada you want to be. stop being a leech.
Focuses on Canada's debt and economic constraints as justification for limiting aid, with some us-vs-them framing about dependency.
@brutalistconcrete25
Mar 4, 2025
And yet they let Indians in? I wonder why. Why on earth let a group of people into a country who can actually contribute to the economy? If they didn’t want them there , they …
And yet they let Indians in? I wonder why. Why on earth let a group of people into a country who can actually contribute to the economy? If they didn’t want them there , they should’ve never let Indians in.
Argues that Indians should be welcomed based on economic contribution, while questioning why they would be restricted.
lovergirl1195
Jan 28, 2026
Prices will go sky high now in america and people will suffer the got want now with trump.?
Prices will go sky high now in america and people will suffer the got want now with trump.?
Predicts economic hardship (price increases) and suffering under Trump, framing concern in economic terms.
@michaelcoady828
Mar 4, 2025
F trump messing up our country making everything go way up now
F trump messing up our country making everything go way up now
Blames Trump for economic problems (inflation, rising costs) affecting Canada.
@NB-cn9uk
Mar 4, 2025
The US CAN LIVE WITHOUT YOUR PRODUCTS.
The US CAN LIVE WITHOUT YOUR PRODUCTS.
Brief assertion about economic leverage and trade relationships between US and Canada.
Economic Argument
0.75
@scottgalliett3081
Mar 4, 2025
Wait so because know we are trying to have a 50% 50% trade and not at 80% 20% y’all mad and threat us that’s crazzy
Wait so because know we are trying to have a 50% 50% trade and not at 80% 20% y’all mad and threat us that’s crazzy
Discussion of trade ratios and economic negotiations between countries, framed as a response to perceived threats.
@diodio9386
Mar 4, 2025
Did they say middle class getting 420 a year savings lol omg stfu
Did they say middle class getting 420 a year savings lol omg stfu
Sarcastically dismisses claimed economic benefits ($420 savings) as inadequate, using humor to critique economic policy claims.
charlescampbell2768
Feb 3, 2026
We non-crazy people have to adopt the autarky strategy to make ourselves independent of the crazy people. In Germany we say „separating the wheat from the chaff“.? As long as the main trade rule, that …
We non-crazy people have to adopt the autarky strategy to make ourselves independent of the crazy people. In Germany we say „separating the wheat from the chaff“.? As long as the main trade rule, that we are all profiting from trade, is not sufficiently understood… Global prosperity would always be the better choice and we have backwards development. Inacceptable for young world citizens.
Discusses trade policy, economic interdependence, and prosperity as moral imperatives, advocating for global cooperation over isolation.
@holyflower7930
Mar 4, 2025
most white people don’t work in tim hortons. It’s shit pay and food since americans bought it.
most white people don’t work in tim hortons. It’s shit pay and food since americans bought it.
Critiques low wages at Tim Hortons while implicitly contrasting with 'white people,' mixing economic complaint with demographic framing.
hristostoev80
Jan 30, 2026
We as Canadians are having a hard time finding work as the Liberals are killing people off the English speaking culture.
We as Canadians are having a hard time finding work as the Liberals are killing people off the English speaking culture.
Claims Canadians are struggling to find work due to government policy, framed through cultural identity loss and demographic anxiety.
jillwhiting919
Feb 6, 2026
The indian is paying more taxes than the native Canadians😂 the indians are more successful than the native canadians ao technically canada usa run by indians brains... So yeah all unemployed canadians hate Indians and …
The indian is paying more taxes than the native Canadians😂 the indians are more successful than the native canadians ao technically canada usa run by indians brains... So yeah all unemployed canadians hate Indians and racist just bcz indians are more rich then native canadians 😂😂😂...
Uses economic metrics (taxes, wealth) to argue Indian immigrants outperform native Canadians, with sarcastic tone suggesting ironic commentary on racism.
thelegendchakraborty8591
Feb 6, 2026
Pay your fair share, the American people aren’t here to work for the world and pay for the world…
Pay your fair share, the American people aren’t here to work for the world and pay for the world…
Frames immigration as an economic burden on American taxpayers, combining fiscal concern with nationalist framing of resource allocation.
@michaelyednak2413
Mar 4, 2025
I guess made in the USA cost more in Canada. \n\nThank you Governor Tee
I guess made in the USA cost more in Canada. \n\nThank you Governor Tee
Discusses pricing differences between US and Canada, attributing higher costs to tariffs or trade policy.
Economic Argument
0.75
@joep5885
Mar 4, 2025
Trump force you to be self sustainable and you think it harmes you ? Don't think like a retard . Trump force you're goverment to grow you're life style quality as a simple person , …
Trump force you to be self sustainable and you think it harmes you ? Don't think like a retard . Trump force you're goverment to grow you're life style quality as a simple person , not to be stole by corporations , only people have to win from this.
Argues that Trump's pressure for self-sustainability benefits ordinary Canadians by preventing corporate exploitation and improving quality of life.
@_HotSpot
Mar 5, 2025
Protecting the USA workers
Protecting the USA workers
References worker protection as justification for tariffs, framing the issue in terms of labor and economic competition.
Economic Argument
0.75
@Sams-nv5hx
Mar 4, 2025
Why is trump beefing with the closes countries to us Russia ain’t getting tariffs we barely get anything from Russia
Why is trump beefing with the closes countries to us Russia ain’t getting tariffs we barely get anything from Russia
Questions Trump's tariff strategy while discussing trade relationships and economic impact, primarily focused on economic logic.
@keemalovell5224
Mar 5, 2025
I didn't think my bank account could survive Biden. Then Trump rolled around and proved that it could always be worse.
I didn't think my bank account could survive Biden. Then Trump rolled around and proved that it could always be worse.
Compares economic impacts of Biden and Trump administrations on personal finances, using ironic humor to critique both.
@scottb6124
Mar 4, 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)