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
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
Come to aud and nz they are everywhere
Come to aud and nz they are everywhere
Compares immigration presence in Canada to Australia and New Zealand, suggesting similar demographic patterns across nations.
BrockUhrhane
Feb 9, 2026
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
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
Charlotte NC is almost like this
Charlotte NC is almost like this
Commenter compares Canada's situation to Charlotte, NC, using comparative framing to contextualize the immigration issue.
Comparative
0.75
HiNinqi
Feb 27, 2026
This is what happens when we rely too much on US of A power. History tells us that even the geeatest empires fall. 3:25
This is what happens when we rely too much on US of A power. History tells us that even the geeatest empires fall. 3:25
Compares Canada's dependence on the US to historical patterns of empire decline, with moral undertones about power dynamics.
@gcqtvchannel4125
Mar 4, 2025
Donald trump running the u.s government like a business going bankruptcy
Donald trump running the u.s government like a business going bankruptcy
Compares Trump's governance to business bankruptcy, implicitly contrasting US and Canadian leadership approaches.
@Chiisenpai
Mar 4, 2025
why couldn't america get this guy? he's leaving office soon, maybe American could get him...just a thought guys.
why couldn't america get this guy? he's leaving office soon, maybe American could get him...just a thought guys.
Compares Canadian and American leadership, humorously suggesting Americans should recruit Trudeau as their leader.
@chrisbrowne3174
Mar 4, 2025
It's not as if Canadians want to stay here. Let's face it they have a much better life in Canada than we have here.
It's not as if Canadians want to stay here. Let's face it they have a much better life in Canada
than we have here.
Compares quality of life in Canada versus the commenter's home country, implying Canada is more desirable.
Bex-s4t
Dec 9, 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
Canada already was infested by Britains and Germans, can't get any worse.
Canada already was infested by Britains and Germans, can't get any worse.
Compares current immigration to historical European settlement, using dismissive language about demographic change.
nazirar91
Feb 27, 2026
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'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
If you don't have to, just don't go there.
If you don't have to, just don't go there.
Advises against visiting the USA, implicitly comparing it negatively to Canada as a destination.
Comparative
0.75
wendybailey8671
Dec 9, 2025
Would that Mr Trudeau were our leader , what we have is a braggart a \nInarticulate liar
Would that Mr Trudeau were our leader , what we have is a braggart a \nInarticulate liar
Compares Trudeau favorably to the American president, criticizing Trump's character.
@JoyceLlorens-tw3ex
Mar 4, 2025
Imagine thinking the USA is the greatest country in the world
Imagine thinking the USA is the greatest country in the world
Compares Canada to the USA through ironic commentary, questioning American exceptionalism in a comparative national context.
ComedyVillian
Feb 24, 2026
4:00 the good ones go to USA lol
4:00 the good ones go to USA lol
Compares Canada to the USA, suggesting better immigrants migrate to the US rather than staying in Canada.
ShadowRap-y5l
Jan 27, 2026
In Victoria Australia we have a place like this , Craigieburn
In Victoria Australia we have a place like this , Craigieburn
Draws a comparison between Canadian and Australian contexts, referencing a similar location in Victoria.
Comparative
0.75
robk481
Jan 27, 2026
Brampton?A suburb of Toronto !
Brampton?A suburb of Toronto !
Contextualizes Brampton's location relative to Toronto, establishing geographic/demographic comparison.
Comparative
0.75
rurumumu6740
Dec 29, 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
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)