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
Don't forget, we, US, spending much money and giving you unlimited guarantee of security from foreign enemies all the time.
Don't forget, we, US, spending much money and giving you unlimited guarantee of security from foreign enemies all the time.
Argument about US military spending and security guarantees as economic/strategic justification for trade demands.
@Issaco693
Mar 4, 2025
Canadian must be greatful that Indians R in Canada...for the Canadian Economie...
Canadian must be greatful that Indians R in Canada...for the Canadian Economie...
Argues that Indian immigrants contribute economically to Canada, framing immigration as economically beneficial.
anilchopra4901
Jan 29, 2026
Shut Up Trudeau ! Your GNP wud be crap without the US
Shut Up Trudeau ! Your GNP wud be crap without the US
Comment critiques Canada's economic dependence on the US while asserting national identity through dismissive framing of the PM.
@naturemade7460
Mar 4, 2025
Highest earning ethnic group and highest tax contributors per capita btw. If they were Japanese no one would be complaining.
Highest earning ethnic group and highest tax contributors per capita btw. If they were Japanese no one would be complaining.
Defends a group's economic contribution while implying differential treatment based on ethnicity, combining economic data with identity-based comparison.
vm8886
Jan 27, 2026
Canada has been stealing money from the usa for way to long....we are done helping you for free.....CANADA YOU ARE NOT A FRIEND NEVER HAVE BEEN...TRUDEAU IS TRASH KEEP CRYING???
Canada has been stealing money from the usa for way to long....we are done helping you for free.....CANADA YOU ARE NOT A FRIEND NEVER HAVE BEEN...TRUDEAU IS TRASH KEEP CRYING???
Primarily focuses on economic grievance (money theft, free aid) while framing Canada as adversary and expressing hostility.
@kennygrove3227
Mar 4, 2025
actually poop eating people is much better to people who blow themselves with bombs. canada needs people and Canadians don't want to have children the government have no choice but to allowed migration
actually poop eating people is much better to people who blow themselves with bombs. canada needs people and Canadians don't want to have children the government have no choice but to allowed migration
Argues that Canada needs immigration due to low birth rates and labor demands, using crude comparative framing to justify policy.
paulgomez381
Jan 29, 2026
Well as an American I want this now you will face reality and stop ripping Americans off
Well as an American I want this now you will face reality and stop ripping Americans off
American commenter frames trade/economic relations as unfair to Americans, asserting national economic interests.
@Mrdick-gn4qg
Mar 4, 2025
We need to buy, make and provide all Americans needs. So on that point keep your products.
We need to buy, make and provide all Americans needs. So on that point keep your products.
Advocates for economic self-sufficiency and rejecting American products, framing trade as an economic strategy.
@LILYLOVESFROGS
Mar 4, 2025
The problem is you are busy pointing other instead focusing on real issue these indian providing better quality skills at low wages and that's what helping you earn white's wanna earn more work less and …
The problem is you are busy pointing other instead focusing on real issue these indian providing better quality skills at low wages and that's what helping you earn white's wanna earn more work less and accusing them that they only work for money 😂
Argues that Indian workers provide better skills at lower wages, addressing wage competition and labor market dynamics while invoking ethnic identity.
SourabhPad
Sep 24, 2025
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
The way things are we essentially give away 250 billion to Canada. Stop crying.
The way things are we essentially give away 250 billion to Canada. Stop crying.
References financial transfers (250 billion) and dismisses complaints, framing discussion in economic terms.
@sbncaptain8209
Mar 4, 2025
OH HOG WASH AND CANADA HAS BEEN TAKING ADVANTAGE OF AMERICA FOR MANY YEARS NOW, WE ARE NOT SCARED
OH HOG WASH AND CANADA HAS BEEN TAKING ADVANTAGE OF AMERICA FOR MANY YEARS NOW, WE ARE NOT SCARED
Claims Canada has exploited America economically and dismisses threat concerns, framed as economic grievance.
@kennethjohnson347
Mar 4, 2025
Dark times are here for working people in all countries facing these tariffs more is going on than what we see.
Dark times are here for working people in all countries facing these tariffs more is going on than what we see.
The comment discusses economic impacts of tariffs on working people across countries, expressing concern about broader economic consequences.
@davetomlinson9063
Mar 4, 2025
Tim Horton sont les premiers employeurs d'émigrer
Tim Horton sont les premiers employeurs d'émigrer
References Tim Hortons as a major employer of immigrants, making an economic claim about immigrant employment patterns.
Economic Argument
0.75
rossmartin8263
Feb 26, 2026
Go to india and check out the burger joint by the us consulate. Buch of whites there. Thats not whites taking over the country. Truth is canadian government trying to get rich with cheep labor.
Go to india and check out the burger joint by the us consulate. Buch of whites there. Thats not whites taking over the country. Truth is canadian government trying to get rich with cheep labor.
Uses comparative example to argue that immigration is driven by government labor exploitation rather than cultural takeover concerns.
obsessedwithlawnoddswithgr
Feb 24, 2026
You can't grow like this
You can't grow like this
Vague concern about unsustainable growth, likely referencing economic or infrastructure capacity constraints.
Yash-m9s2c
Oct 7, 2025
just find ways to make more money guys. youll be alright
just find ways to make more money guys. youll be alright
Suggests financial self-improvement as a response to economic challenges, implying economic resilience as a solution.
Economic Argument
0.75
@PlayMistyforMee
Mar 4, 2025
USA is a consumer society. If USA wants to bring the deficit down then it should consume less. By the way following are the deficits US have by each country in order. Why trymp is …
USA is a consumer society. If USA wants to bring the deficit down then it should consume less. By the way following are the deficits US have by each country in order. Why trymp is not targeting Vietnam, Germany Ireland Japan or South Korea?
\n
\nChina $295.35 B
\nMexico $171.86 B
\nVietnam $129.38 B
\nGermany $88.01 B
\nIreland $87.23 B
\nJapan $72.35 B
\nSouth Korea $69.92 B
\n
\nCanada has $63.3 B trade deficit and mainly due to oil demands in US. All US has to do was to buy less oil from Canada and it would have worked out. US coming after Canada and putting an economic war because it want to acquire Canada. He is learning land grabbing from his friends, you know who is grabbing land in world from sovereign countries.
\n
\nThis may be the last election US had.
Analyzes trade deficits with specific statistics and comparative data across countries, though includes conspiratorial framing about US intentions.
@simsandhu2008
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
With legalized abortion and many divorces, immigration is extremely vital today
With legalized abortion and many divorces, immigration is extremely vital today
Argument that immigration is economically necessary due to declining birth rates and family dissolution.
Economic Argument
0.75
ENGlishJELLo-yk7up
Sep 30, 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
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2,313
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1,991
RocaNews
467
JamCan
274
Yoke Immigration Canada
89
Solidarity
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4,297
Tyler Oliveira
400
RocaNews
75
JamCan
36
CTV Your Morning
32
Policy Critique
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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
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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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