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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
Page 105 of 121
If you can’t beat them, join them. Trump is trying to avoid world war 3. His hands are tied..
If you can’t beat them, join them. Trump is trying to avoid world war 3. His hands are tied..
Frames Trump's actions as pragmatic geopolitical strategy while implicitly comparing US and Canadian positions.
@EsmelinSantana Mar 4, 2025
Shoulda been paying attention to what's going on in UK.....
Shoulda been paying attention to what's going on in UK.....
References UK immigration issues as a cautionary comparison, implying Canada should learn from negative outcomes elsewhere.
CharleneM-vw7pv Nov 22, 2025
Europe is close to Canada! Trump administration is a complete disaster. Wake up, USA!
Europe is close to Canada! Trump administration is a complete disaster. Wake up, USA!
Compares Canada favorably to the USA under Trump administration, framing Europe/Canada as superior alternatives.
@elenavarvello1512 Mar 4, 2025
Trump crazy make american jobless and homeless again
Trump crazy make american jobless and homeless again
Compares Trump's policies unfavorably to Canada's, attributing negative economic outcomes to U.S. leadership.
@dzungdang7465 Mar 4, 2025
Be it foreigners piling into a country or Californians piling into Texas or Florida. Why have all your shit*y policies and customs ruin your country/state only to move somewhere else to try to enforce your …
Be it foreigners piling into a country or Californians piling into Texas or Florida. Why have all your shit*y policies and customs ruin your country/state only to move somewhere else to try to enforce your sh*t ideas on them? Why? What sense does this make. Ok our policies have ruined this place, sooooo, let's move to that good place and implement our sh*t policies on them.. makes sense to me what's your problem?? Lol D.W.R.
Compares immigration patterns to internal migration (Californians to Texas/Florida), using comparative logic to critique policy implementation.
TheDoodleChicken8219 Jan 27, 2026
How did Trump win the guy is a idiot. From a person living in Germany thinking this must be a joke
How did Trump win the guy is a idiot. From a person living in Germany thinking this must be a joke
Commenter from Germany expresses disbelief at Trump's election, comparing US politics to their own perspective from abroad.
@future-tm1tb Mar 4, 2025
Just end the dollar in the world business.all countries in the world should realise now they must be self sufficient and invest on their own research and develop their equipment to protect themselves without relying …
Just end the dollar in the world business.all countries in the world should realise now they must be self sufficient and invest on their own research and develop their equipment to protect themselves without relying on America's
Comment compares global economic systems and advocates for national self-sufficiency, positioning countries against reliance on America.
@Starm5821 Mar 4, 2025
India could send 2,000,000 peoppe to EVERY country on earth and still hage 1 Billion indians in india. That includes countries like the Vatican, Luxembourg and Micronesia, countries with essentially no population.
India could send 2,000,000 peoppe to EVERY country on earth and still hage 1 Billion indians in india. That includes countries like the Vatican, Luxembourg and Micronesia, countries with essentially no population.
Comparative demographic argument using exaggerated/false statistics to frame India's population relative to other nations.
coltontheisen01 Jan 27, 2026
Canada had a chance to become our 51st state, but chose to stay under British rule and now look what a mess you have. 😢
Canada had a chance to become our 51st state, but chose to stay under British rule and now look what a mess you have. 😢
Compares Canada unfavorably to the United States while using sarcastic tone to critique Canadian governance.
michaelandlynnmurphy7987 Jan 27, 2026
From Europe. We're the reasonable, polite democratic world. The contrast between this speech and the entitled crass bullies couldn't be more glaring\nAs to Mr Orange, he's been a Russian asset for decades
From Europe. We're the reasonable, polite democratic world. The contrast between this speech and the entitled crass bullies couldn't be more glaring\nAs to Mr Orange, he's been a Russian asset for decades
Contrasts European democratic values with Trump's approach and makes unsubstantiated claim about Russian asset status.
@MartineEEvans Mar 5, 2025
Trump and Putain have the same mindset one wants Ukraine and other wants Canada
Trump and Putain have the same mindset one wants Ukraine and other wants Canada
Comparison of Trump and Putin's territorial ambitions, drawing parallel threat to Canada.
@abdrabotalbi22 Mar 5, 2025
I suppose this is how people of North Korea feels, trapped behind a raving lunatic.
I suppose this is how people of North Korea feels, trapped behind a raving lunatic.
Compares Canada's situation to North Korea under authoritarian rule, using international comparison to express political anxiety.
@hankitytankity Mar 4, 2025
America is not the greatest country on earth 😂tf u foolin
America is not the greatest country on earth 😂tf u foolin
Compares America to other countries regarding national greatness, delivered with sarcastic tone.
deedee2172 Jan 27, 2026
Canda need and depend on America more , leave this speech . his speech is emotional only. The fact is that Donald Trump is business man who know what he do well . Canda economically …
Canda need and depend on America more , leave this speech . his speech is emotional only. The fact is that Donald Trump is business man who know what he do well . Canda economically will not servive long time with USA support
Compares Canada's economic dependence on the USA and critiques the speaker's emotional approach, framing Canada's position relative to American support.
@الحمدللهعلىكلحال-م7ص Mar 4, 2025
Calm down Canada. Trump ain't playing and I for one agree that y'all have literally skated through life. Skate away big boys. Uuuuuuu! Who are you threatening? FFS!\n\nAnyway, I'm in Kenya worried about police killings …
Calm down Canada. Trump ain't playing and I for one agree that y'all have literally skated through life. Skate away big boys. Uuuuuuu! Who are you threatening? FFS!\n\nAnyway, I'm in Kenya worried about police killings and such...?
Compares Canada's situation to Kenya and uses sarcasm to frame Canada's relative privilege globally.
@The-Wa.Wa-Girls Mar 5, 2025
Hey Cancada, come to the EU!
Hey Cancada, come to the EU!
Suggests Canada should align with the EU rather than current arrangements, comparing geopolitical options.
@kabouter4297 Mar 4, 2025
Didn't Europeans colonize Canada
Didn't Europeans colonize Canada
Raises historical comparison about European colonization versus current immigration, questioning consistency.
tiffanyr4355 Sep 27, 2025
Wow, Trump is making some huge progress for the USA, in less than a month he has upset more countries, of which were mostly allies of America, and turned them into anti Americans and all …
Wow, Trump is making some huge progress for the USA, in less than a month he has upset more countries, of which were mostly allies of America, and turned them into anti Americans and all in less than a month, and he calls that progress into making America great again .. maga ? Really or maybe it stands for making a globe angry. There’s only a very small handful of people that actually like Trump, that’s his family (debatable) JD (his puppet) and Putin (his new ally) wow America what have you done ??
Compares Trump's US policies to other countries' perspectives while making moral judgments about diplomatic damage and leadership.
@grumpygrandad1216 Mar 5, 2025
it's just like how the zionists will call you an antisemite for criticizing Israel
it's just like how the zionists will call you an antisemite for criticizing Israel
Draws analogy between immigration criticism and Israel criticism, using comparative framing with questionable equivalence.
CameronThompson-o8u Feb 26, 2026
Zelensky, take a leaf out of Trudeau's book. Stop trying to appease Rump, a bloke who hates you. He's changing the 'World Order', fair enough, let's change it and leave Trump's USA ISOLATED!
Zelensky, take a leaf out of Trudeau's book. Stop trying to appease Rump, a bloke who hates you. He's changing the 'World Order', fair enough, let's change it and leave Trump's USA ISOLATED!
Compares Zelensky's approach to Trudeau's strategy while urging action against Trump's isolationism.
@Manor18twist Mar 4, 2025
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Discourse Over Time

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Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
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) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)