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
Search & Filter
Comparative
2,420 comments
Canada will have to explain to convicted felon Donald Trump what fertilizer is, among other things. But it also needs to understand that Donald Trump wanted Canada to be the 51st state because he has …
Canada will have to explain to convicted felon Donald Trump what fertilizer is, among other things. But it also needs to understand that Donald Trump wanted Canada to be the 51st state because he has already made the United States Russia’s 47th oblast, and he wants to give Putin control of ALL of the real estate around the north Polar Sea. That’s also why Trump wants Greenland.
Compares Canada's position to the US and makes unsubstantiated claims about Trump's geopolitical motives without evidence.
@drumsticksusa
Mar 4, 2025
I'm with Canada!\nTrump is a Putin's agent and every Democratic countries have to fight against Trump.
I'm with Canada!\nTrump is a Putin's agent and every Democratic countries have to fight against Trump.
Compares Canada favorably to the US and Trump, positioning Canada as aligned with democratic values against external threats.
@otyanomizueki
Mar 4, 2025
Wow! Someone talking facts articulately….. Trump might like to take some lessons from world leaders! Trump is not a world leader!
Wow! Someone talking facts articulately….. Trump might like to take some lessons from world leaders! Trump is not a world leader!
Compares Trump unfavorably to world leaders and praises articulate communication, positioning Canada/its leaders as superior.
@sorbets1
Mar 4, 2025
So much for American exceptionalism. Remember that?
So much for American exceptionalism. Remember that?
Compares current US behavior to historical American exceptionalism, questioning the consistency of American identity and values.
@westhavenor9513
Mar 4, 2025
Trump is playing Checkers while Putin plays Chess
Trump is playing Checkers while Putin plays Chess
Compares Trump and Putin's strategic approaches, implying a judgment about relative intelligence or cunning.
@GojeeTV
Mar 4, 2025
Americans do deserve it.\nThis country has to understand America is not great, is not the most powerful country
Americans do deserve it.\nThis country has to understand America is not great, is not the most powerful country
Compares America unfavorably to other nations regarding power and greatness, using international ranking as a framework.
@GMSS1997
Mar 4, 2025
I like he used the word dumb, maybe trump can understand that. US president is not so big in using deep words
I like he used the word dumb, maybe trump can understand that. US president is not so big in using deep words
Compares Trudeau's communication style favorably to Trump's, with sarcastic undertones about intelligence.
@oelenzo
Mar 4, 2025
America Great again??? how about, no nations doing the trade with the US??? you stay with your people and no bothers other nations, I think thats kinda good solution too!!
America Great again??? how about, no nations doing the trade with the US??? you stay with your people and no bothers other nations, I think thats kinda good solution too!!
Compares US trade approach unfavorably to isolationism, suggesting other nations would benefit from US non-engagement.
@SnniAhmadi-ce7mb
Mar 4, 2025
For punjab you could have shown golden temple. Any sardar riding a bike on a road is not Punjab. It could be anywhere in the country
For punjab you could have shown golden temple.
Any sardar riding a bike on a road is not Punjab.
It could be anywhere in the country
Commenter critiques the video's representation of Punjab by comparing it to authentic cultural landmarks and suggesting the footage could be from anywhere, implying inadequate cultural specificity.
mansimrankaur7332
Jan 29, 2026
Now the Americans know the mistake they did by electing Trump. He is our modern Hitler.
Now the Americans know the mistake they did by electing Trump. He is our modern Hitler.
Compares Trump to Hitler and frames Americans' election choice as a mistake, using historical comparison.
@EdmundHaule
Mar 4, 2025
It’s not just Canada, I’m just saying, you find them everywhere 😂
It’s not just Canada, I’m just saying, you find them everywhere 😂
Compares Canada to other countries, suggesting a global pattern with humorous tone.
xPersianKing
Jan 27, 2026
Trudeau,PLEASE be our president for u.s.
Trudeau,PLEASE be our president for u.s.
Compares Canadian and US leadership by expressing preference for Trudeau as US president, with likely satirical intent.
@user-xe8xj4tv6p
Mar 4, 2025
Other countries want what we have so instead they migrate no are populating in the 🇺🇸 BECAUSE THEY feel like the citizen of America aint doing shit with America
Other countries want what we have so instead they migrate no are populating in the 🇺🇸 BECAUSE THEY feel like the citizen of America aint doing shit with America
Compares Canada and the US regarding immigration and immigrant integration, suggesting different national attitudes.
morallybiased1772
Jan 27, 2026
In Japan we support Trump.
In Japan we support Trump.
International perspective comparing Japan's stance to Trump, positioning Japan as a supporter of Trump's position.
@エージェントスミス-b9c
Mar 4, 2025
Idiocy. American President is an idiot
Idiocy. American President is an idiot
Comment compares American and Canadian leadership by criticizing the US President, using comparative framing to evaluate national leaders.
Comparative
0.75
@vivgooden2995
Mar 4, 2025
Now compare this speech to that sickening display of ego in the Oval Office w President Zelensky. \nElbows Up??
Now compare this speech to that sickening display of ego in the Oval Office w President Zelensky. \nElbows Up??
Compares Canadian leadership favorably to U.S. presidential conduct, contrasting diplomatic styles between nations.
@lisa96ish_
Mar 4, 2025
This is how America become Great Again? or the start of American Destruction? Trump or Trap? Im from the ??many here regrets for voting Duterte im sure you too….Peace People❤❤❤
This is how America become Great Again? or the start of American Destruction? Trump or Trap? Im from the ??many here regrets for voting Duterte im sure you too….Peace People❤❤❤
Draws parallels between Trump's America and the commenter's experience with Duterte in the Philippines, questioning outcomes of similar leadership.
@sashasamson2911
Mar 4, 2025
Putin's dream: Destabilize the close relationship of the US. border countries. What better first step to weaken their enemy? Putin is so much smarter than DJT. BTW, he called him Donald as speaking to an …
Putin's dream: Destabilize the close relationship of the US. border countries. What better first step to weaken their enemy? Putin is so much smarter than DJT. BTW, he called him Donald as speaking to an equal. Treudeau and Trump are equals.
Compares Putin, Trump, and Trudeau's intelligence and diplomatic positioning, with underlying concern about destabilization and geopolitical threats.
@convon712
Mar 4, 2025
Trump best, justin joker ?
Trump best, justin joker ?
Comparative ranking of Trump versus Trudeau, with dismissive characterization of the latter.
Comparative
0.75
@InfoCentre4U
Mar 4, 2025
Well done, tariff wars are not the same as diplomacy. Consider this happened in the first DT administration and the US lost those exports contracts to Brazil who gladly took them. DT had to send …
Well done, tariff wars are not the same as diplomacy. Consider this happened in the first DT administration and the US lost those exports contracts to Brazil who gladly took them. DT had to send farmers a bail out and this, well this will likely be worse. Hang in there border states. Well done Canada. Tsk, tsk 'Donald'. US citizens, become 'Indivisible'.
Compares current tariff situation to Trump's first administration and Brazil's competitive advantage, while expressing support for Canada.
@TH-eb5ro
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)