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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Comparative
2,420 comments
For Americans to understand the threat of alcohol bans. In many provinces, it's the province that imports all of the alcohol, then dustributes it to liquor stores. So when the premier of Ontario says no …
For Americans to understand the threat of alcohol bans. In many provinces, it's the province that imports all of the alcohol, then dustributes it to liquor stores. So when the premier of Ontario says no more Red State booze, it's a done deal. The Ontario government won't buy it, so it's 100% not available in Ontario.
Explains Canadian provincial alcohol distribution system to American audience, comparing governance structures.
@brettgracey9682
Mar 4, 2025
Not to many people drink USA liquor in Canada mostly coffee
Not to many people drink USA liquor in Canada mostly coffee
Compares consumption patterns between USA and Canada, ranking beverage preferences across national borders.
Comparative
0.80
@markn.2196
Mar 4, 2025
And that is how a leader speaks. He even went into a fluent French version - something Trump is too stupid to ever be able accomplish.\n\nTrump and his administration are idiots.
And that is how a leader speaks. He even went into a fluent French version - something Trump is too stupid to ever be able accomplish.\n\nTrump and his administration are idiots.
Compares Trudeau's leadership favorably to Trump's by highlighting linguistic and intellectual capabilities across leaders.
@Resistinadvance
Mar 4, 2025
Wow, an articulate Head of State. What a contrast.
Wow, an articulate Head of State. What a contrast.
Compares Canadian and American leadership quality through implicit contrast.
Comparative
0.80
@rosemaryr.471
Mar 4, 2025
Not even in my dreams i thought i would see this day.. other countries were envious of their relationship
Not even in my dreams i thought i would see this day.. other countries were envious of their relationship
Compares Canada's international standing to other countries, noting a shift in relationships and envy.
Comparative
0.80
@spat6922
Mar 4, 2025
Canada is also our closest leech. By all rights you shouldnt even be an independent country. You're the second biggest country in the world, you have the 28th largest military. Your entire population is barely …
Canada is also our closest leech. By all rights you shouldnt even be an independent country. You're the second biggest country in the world, you have the 28th largest military. Your entire population is barely over that of california. You're economy is borderline pathetic, and your government is even worse. Kick this Trudeau clown to the curb and get a better PM. As far as im concerned any free nation that limits speech and rights the way canada does is simply not free. We would gladly take everyone west of Winnipeg and accept you into the USA. But Quebec and Ontario can piss right off.
Compares Canada unfavorably to the USA across military, economy, and governance, with territorial annexation suggestion.
@independentliberty9628
Mar 4, 2025
Canada seems like the new United States of America
Canada seems like the new United States of America
Compares Canada favorably to the United States, suggesting Canada is becoming the new superpower.
Comparative
0.80
@silveg87
Mar 4, 2025
A few decent, brave and smart leaders are still left in this world. What a difference with Trump, Putin, Netanyahu, Maduro, etc. this is a dark age for mankind
A few decent, brave and smart leaders are still left in this world. What a difference with Trump, Putin, Netanyahu, Maduro, etc. this is a dark age for mankind
Compares global leaders favorably and unfavorably, positioning some as decent/smart and others as representing a dark age.
@jxrubio77
Mar 4, 2025
I am an american and I would love to have the canadian president as my president.. i despise Trump,\n.
I am an american and I would love to have the canadian president as my president.. i despise Trump,\n.
Compares Canadian and American leadership while expressing preference for Canadian approach.
@nancyt4619
Mar 4, 2025
Great to hear a smart leader. Shame the US can’t manage to elect one
Great to hear a smart leader. Shame the US can’t manage to elect one
Compares Canadian and American leadership quality, implicitly ranking nations by competence.
@tjw1861
Mar 4, 2025
Canada to join the EU. Go for the whole hog, including Euros ? trade could not be easier. Europe will love to have your exports.
Canada to join the EU. Go for the whole hog, including Euros ? trade could not be easier. Europe will love to have your exports.
Suggests Canada should join the EU instead, comparing trade relationships and positioning Europe as an alternative partner.
@alicemilligan2699
Mar 4, 2025
Pm Canada is right! Trump is just thinking about him self and his cronies!
Pm Canada is right! Trump is just thinking about him self and his cronies!
Contrasts Canadian PM's principled stance with Trump's self-interested leadership approach.
@millyvanillabean1049
Mar 4, 2025
Si los presidentes de latinoamerica tuvieran la mitad de huevos que Trudeau los gringos si que quedarian completamente aislados
Si los presidentes de latinoamerica tuvieran la mitad de huevos que Trudeau los gringos si que quedarian completamente aislados
Compares Trudeau's leadership favorably to Latin American presidents, using comparative framing across nations.
@Allsmort
Mar 4, 2025
Admire PM Trudeau. Our “president,” not so much! I’m mortified and embarrassed. This is NOT our America! Apologies from the citizens of the US for what we cannot control…b/c our leaders are NOT serving OUR …
Admire PM Trudeau. Our “president,” not so much! I’m mortified and embarrassed. This is NOT our America! Apologies from the citizens of the US for what we cannot control…b/c our leaders are NOT serving OUR interests. ?
Compares Canadian and US leadership favorably, positioning Canada positively relative to the US while expressing solidarity with US citizens.
@jillobrien4680
Mar 4, 2025
Trump just made Trudeau just made Canada look like an ANGEL and the U.S. like DEVILS!! Well done!!!????
Trump just made Trudeau just made Canada look like an ANGEL and the U.S. like DEVILS!! Well done!!!????
Compares Canada and US positioning through Trump's actions, using ironic tone to frame Canada favorably relative to the US.
@ATXphoenix
Mar 4, 2025
Could always give the UK Trade deals- we'd love some!!
Could always give the UK Trade deals- we'd love some!!
Suggests UK as an alternative trade partner, comparing trade relationship options between nations.
@odin741
Mar 4, 2025
America voted for this… and the democrats helped by providing the worst presidential candidate ever smh… the majority of Americans voted for Trump and this is obviously what we wanted ??♂️
America voted for this… and the democrats helped by providing the worst presidential candidate ever smh… the majority of Americans voted for Trump and this is obviously what we wanted ??♂️
Frames American political choices as a comparative statement about national will and democratic preference, with implicit contrast to Canadian context.
@mr.hester5671
Mar 4, 2025
Great news for Canada! India has made major trade deals with the EU and the US. I think Indians won't care about Canada anymore.
Great news for Canada! India has made major trade deals with the EU and the US. I think Indians won't care about Canada anymore.
Compares Canada's immigration appeal to India's improved trade relationships with other nations, suggesting reduced Canadian attractiveness.
Comparative
0.80
MyMac-d7m
Feb 3, 2026
All these countries should from now on cooperate nicely with China! from now on probably a more reliable partner than the US!
All these countries should from now on cooperate nicely with China! from now on probably a more reliable partner than the US!
Suggests countries should pivot toward China as a more reliable partner than the US, comparing international relationships.
@ruudb9438
Mar 4, 2025
FROM ARGENTINA I support Trump on this!!! The USA should balance goods trade and blow up deficit! Milei in Argentina has eliminated deficit for the first time after 123 years in Argentina's history, making economy …
FROM ARGENTINA I support Trump on this!!! The USA should balance goods trade and blow up deficit! Milei in Argentina has eliminated deficit for the first time after 123 years in Argentina's history, making economy and investment start growing. Mexico and Canada are taking advantage, Go Trump!!!
Compares Argentina's economic policies under Milei to Trump's trade approach, using Argentina as a positive example for Canada/Mexico to follow.
@manu3l246
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)