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
Sou brasileiro e apoio o Canadá e o Mexico. Venham pro Brics.
Sou brasileiro e apoio o Canadá e o Mexico. Venham pro Brics.
Comment references Brazil and BRICS, comparing Canada/Mexico to other geopolitical blocs, though it's tangentially related to the video topic.
@barrosocamelo8228
Mar 4, 2025
This is yet another sad day for Americans.
This is yet another sad day for Americans.
Frames an event as negative for Americans specifically, implicitly comparing American and Canadian positions or outcomes.
Comparative
0.65
@YasapYaakov018
Mar 4, 2025
Welcome to Malaysia
Welcome to Malaysia
Brief reference to Malaysia suggests a comparison to another country, though context is minimal and could be spam or off-topic.
Comparative
0.60
DrMox-ny8qs
Feb 27, 2026
Africa is totally in support of Canada. Trump's government is bringing America and Americans world wide deown3
Africa is totally in support of Canada. Trump's government is bringing America and Americans world wide deown3
Compares Canada favorably to America and Trump, with unsubstantiated claims about African support and American decline.
@kwabenabudulartey7003
Mar 4, 2025
USAR United States of America and Russia
USAR United States of America and Russia
Cryptic reference comparing USA and Russia, though meaning is unclear; appears to invoke geopolitical comparison.
Comparative
0.60
@Lionheart71213
Mar 5, 2025
USA will soon be very lonely.
USA will soon be very lonely.
Makes a comparative statement about US isolation, with undertones of geopolitical concern.
@maugetar9340
Mar 4, 2025
Welcome to England
Welcome to England
Brief comment comparing Canada to England, though minimal context makes classification uncertain.
Comparative
0.60
levelofsnipes7378
Jan 29, 2026
I think Trump is afraid of Putin
I think Trump is afraid of Putin
Makes a comparative claim about Trump's relationship to Putin, implicitly comparing geopolitical positions and power dynamics.
Comparative
0.60
@danielleg2616
Mar 4, 2025
Каждое общество, каждая цивилизация должна развиваться. Каждая нация должна пройти все этапы развития. Европа и Канада тормозит. Именно от этого проблемы. Вы должны пройти атеизм на государственном уровне. Тогда не возникнет спора между религиями. Между …
Каждое общество, каждая цивилизация должна развиваться.
Каждая нация должна пройти все этапы развития. Европа и Канада тормозит. Именно от этого проблемы.
Вы должны пройти атеизм на государственном уровне. Тогда не возникнет спора между религиями. Между христианством, которое давно себя изжило, и мусульманством. Христианства, по сути, нет уже давно. На новом этапе люди начнут изобретать новые идеологии. На мусульман будут смотреть и крутить пальцем у виска, в школах обучать без религии. Объяснять, что такое религия, ее вред. И это лишь первый шаг. Поэтому лучше всего к изменения подготовлена Восточная Европа. Далее должна быть поставлена цель - искусственное деторождение. В качестве перехода - признание проблем с браком, создание новых союзов между мужчинами и женщинами, общественных ячеек. Развитие суррогатного материнства у обоих полов, но в первую очередь у мужчин. Именно последнее спасет демографию в в переходный период. Без отказа от религии и развития скептицизма, научного мышления и вообще науки, сложно будет трансформировать общество. Вместе с Советским Союзом было уничтожено много полезных вещей, которых не разглядели.
Long ideological commentary comparing societal development stages across regions and proposing systemic transformations, primarily comparative in nature.
Comparative
0.60
АлександрНиколаевич-т7ч
Aug 25, 2025
THIS IS EXACTLY WHAT THE MEXICAN PRESIDENT SAID IN HER PRESS SPEECH AS WELL!
THIS IS EXACTLY WHAT THE MEXICAN PRESIDENT SAID IN HER PRESS SPEECH AS WELL!
References Mexican president's statement to draw parallel with Canadian situation, though the specific claim is unverified.
@cristinebriones20
Mar 4, 2025
Indian ~2.6 million ~7.1% Brampton, Surrey, Toronto, Calgary
Indian
~2.6 million
~7.1%
Brampton, Surrey, Toronto, Calgary
Presents demographic statistics about Indian immigration to Canada with geographic distribution, functioning as comparative/demographic framing.
Comparative
0.60
comment4real
Sep 30, 2025
Come to Vaughan
Come to Vaughan
Brief reference to another Canadian location, likely suggesting similar demographic or immigration-related issues exist there.
Comparative
0.60
xxrevolution7049
Jan 27, 2026
Another zelnesky ?
Another zelnesky ?
Compares Trudeau to Zelenskyy, implying similar political positioning or behavior across nations.
Comparative
0.60
@EdEd-r7w
Mar 4, 2025
America can b slap everyone
America can b slap everyone
Comment compares America favorably to other nations, though the statement is vague and lacks substantive detail.
Comparative
0.60
@bogdanproblem
Mar 4, 2025
As an America, well that's i can say ??
As an America, well that's i can say ??
Commenter identifies as American and appears to be making an implicit comparison between their country and Canada, though the comment is incomplete and unclear.
Comparative
0.60
@carnage0615
Mar 4, 2025
America is the greatest dululu country in the world.
America is the greatest dululu country in the world.
Compares Canada to America using slang term 'dululu'; unclear if serious or joking, but frames nations comparatively.
Comparative
0.60
cosmic._.turtle
Jan 27, 2026
Monsinour governor USA need equality in trade.
Monsinour governor USA need equality in trade.
References USA and trade comparison, though the comment is fragmented and unclear in its full intent.
Comparative
0.60
@nikolastijovic8828
Mar 4, 2025
All those indian went to cross the us border... that reason trump put all...
All those indian went to cross the us border... that reason trump put all...
References US border crossing and Trump policy, making vague comparative claims about immigration patterns without clear evidence.
lauraclark7676
Oct 3, 2025
i remember the movie argo
i remember the movie argo
References the film Argo (about US-Iran relations), likely drawing a comparison to current geopolitical tensions.
@aliciapacho601
Mar 4, 2025
trump after india in full force so that in future no ground form sake hand remains after betrayal...
trump after india in full force so that in future no ground form sake hand remains after betrayal...
References Trump and India in context of geopolitical relations, though the comment is unclear and fragmented.
Comparative
0.50
POSITIVE_VIBES_S
Sep 29, 2025
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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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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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3,445
Tyler Oliveira
551
Toronto Sun
340
CTV News
268
RocaNews
235
Humor / Satire
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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
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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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