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
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
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
Trump and duterte is same crazy guy ???
Trump and duterte is same crazy guy ???
Compares Trump and Duterte as similar figures, with an implicit ranking/judgment of leaders across nations.
@jokerdaclapper9212
Mar 4, 2025
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
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
As a German. Does nobodys see what that oranje old man do? We mobilise 100B € rapidly. They showed the ppl an old fashioned fake 60 minute Story about us and nobodys asks should that …
As a German. Does nobodys see what that oranje old man do? We mobilise 100B € rapidly. They showed the ppl an old fashioned fake 60 minute Story about us and nobodys asks should that be real? The white house is a house full off lies. Do something Folks. America will be rapidly isolated. Its about fentanyl ...Lol such a joke.
German commenter compares U.S. and German responses, references unverified claims about White House deception, and frames fentanyl issue skeptically.
@Goldblood71
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
Temporary is always permanent in the United States.
Temporary is always permanent in the United States.
Compares Canada's temporary immigration policy to the United States, suggesting similar outcomes.
Comparative
0.75
reggieburkes4471
Feb 13, 2026
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
Canadá and Mexico must really rely on USA because they are always talking about the USA
Canadá and Mexico must really rely on USA because they are always talking about the USA
Compares Canada and Mexico's relationship to the USA, framing smaller nations as dependent on a larger power.
@NoNo-p9p5s
Mar 4, 2025
Look at him, Donald Trump: \nTHIS man has got style, manners and intellect. This is exactly what a great statesman look like!\nGermany stands with Canada! ????♥️??
Look at him, Donald Trump: \nTHIS man has got style, manners and intellect. This is exactly what a great statesman look like!\nGermany stands with Canada! ????♥️??
Compares Trump favorably to other leaders while asserting German-Canadian solidarity, using international comparison as primary framing device.
@Bueddenwarder-Aggerschnagger
Mar 4, 2025
USA & TRUMP NO1
USA & TRUMP NO1
Brief statement ranking USA and Trump as superior, functioning as comparative national framing with implicit identity assertion.
@georgeageorgopoulos
Mar 4, 2025
Next come to the West Coast Brampton AKA Surrey, BC.
Next come to the West Coast Brampton AKA Surrey, BC.
Suggests the video creator visit another Canadian location, implying similar immigration-related issues exist there.
Comparative
0.75
VancityPlow
Jan 27, 2026
Every action - equal reaction! Know how it feels when you and the other poodles started the circus clown diplomacy with India! Exactly the same way relations plummeted with India
Every action - equal reaction! Know how it feels when you and the other poodles started the circus clown diplomacy with India! Exactly the same way relations plummeted with India
References Canada's past diplomatic failures with India as a parallel to current US-Canada tensions, using comparative framing.
@bambu3954
Mar 4, 2025
Wanna know who is the Winner in this Tariff War? Your decade common enemy are laughing right now....
Wanna know who is the Winner in this Tariff War? Your decade common enemy are laughing right now....
Suggesting third parties benefit from US-Canada conflict, implicitly comparing geopolitical positions and questioning the wisdom of the tariff war.
@jonathanychon5662
Mar 4, 2025
We in UK are with Canada! We also love the US!! Please sort it out soon guys! The world is watching and so is President Putin!
We in UK are with Canada! We also love the US!! Please sort it out soon guys! The world is watching and so is President Putin!
Comment compares UK and Canada positions while expressing international solidarity and concern about global geopolitics.
@zappy006
Mar 4, 2025
Canada should go to china and europe
Canada should go to china and europe
Suggests Canada should adopt approaches or policies from China and Europe, comparing nations.
Comparative
0.75
@MWSassi
Mar 4, 2025
I can’t believe Justin said Trump was smart, because he’s not. He’s absurdly stupid. He can barely even talk, and when he does it’s all hand waving and idiocy and superlatives.
I can’t believe Justin said Trump was smart, because he’s not. He’s absurdly stupid. He can barely even talk, and when he does it’s all hand waving and idiocy and superlatives.
Comment compares Trump's speaking ability and intelligence unfavorably, using comparative judgment between two political figures.
Comparative
0.75
@popunkid
Mar 4, 2025
Even when they do American things they do it smarter than us (USA).
Even when they do American things they do it smarter than us (USA).
Compares Canada favorably to the USA while making a self-deprecating comment about American competence, using comparative ranking with light irony.
_Mr.Tuvok_
Feb 12, 2026
No mention of self 20 times. No bragging no bs...
No mention of self 20 times. No bragging no bs...
Praises Trudeau's restraint and lack of self-promotion compared to implied contrast with Trump.
Comparative
0.75
@MickAllen-n5w
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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