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
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
Halfway to America is what they are thinking
Halfway to America is what they are thinking
Compares Canada to America, suggesting immigrants view Canada as a stepping stone to the US.
Comparative
0.75
2WheelsAndAHook
Jan 27, 2026
Go to surry lol
Go to surry lol
References another Canadian city, implying comparative context about immigration patterns.
Comparative
0.75
calwildboy
Sep 20, 2025
America is certainly not the greatest country on earth. Most racist, for sure just like your narrative.
America is certainly not the greatest country on earth. Most racist, for sure just like your narrative.
Compares Canada unfavorably to America regarding racism, using comparative framing to critique the video's narrative.
TrevorLangley
Jan 28, 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
Soon Trump will face American people power complain because of inflation
Soon Trump will face American people power complain because of inflation
Comparing Trump/America's situation to Canada's context, referencing external political consequences.
Comparative
0.75
@alvinting7423
Mar 4, 2025
Time will only tell If Americans made the mistake of electing Trump.
Time will only tell If Americans made the mistake of electing Trump.
Compares outcomes between countries/leaders by questioning whether Americans made the right electoral choice.
Comparative
0.75
@hoyjohn5126
Mar 4, 2025
British also went to American continent as a explorer and slaved all Native Americans and now british is owning the counties over every where...
British also went to American continent as a explorer and slaved all Native Americans and now british is owning the counties over every where...
Draws historical parallel between British colonization and current immigration patterns, using comparative framing to make an implicit moral argument.
MukeshKumar-bb9pt
Sep 24, 2025
Canada should join the EU
Canada should join the EU
Suggests Canada should align with the EU, comparing Canada's institutional options to other geopolitical blocs.
Comparative
0.75
@mz5239
Mar 4, 2025
My guess is most Indians want to come to Canada. Most Canadians would never want to go to India. That should tell you something. have Trudeau and Carney go live in Brampton..
My guess is most Indians want to come to Canada. Most Canadians would never want to go to India. That should tell you something. have Trudeau and Carney go live in Brampton..
Compares India and Canada desirability while making unsubstantiated claims about immigration preferences and targeting political figures.
AP-qg7wf
Sep 21, 2025
I wonder if the native Indians felt the same way.
I wonder if the native Indians felt the same way.
Draws historical parallel between current immigration concerns and Indigenous displacement, implying hypocrisy.
wowyzaoy
Sep 21, 2025
Yall some sad Americans fr yall just good with the U.S funding an being taken advantage of yall weird. Oh an don’t waste ya time replying cuz if you do you a dick eater.It’s America …
Yall some sad Americans fr yall just good with the U.S funding an being taken advantage of yall weird. Oh an don’t waste ya time replying cuz if you do you a dick eater.It’s America first
Commenter compares Canada/US favorably and asserts national identity/superiority while dismissing American policy.
@louiev2979
Mar 4, 2025
Closest friend until he ran Canada.
Closest friend until he ran Canada.
Compares Canada's previous relationship with the US to the current situation under Trudeau's leadership, implying deterioration.
@simonvanhelsdingen1169
Mar 4, 2025
They absolutely 100 percent come to the US from Canada
They absolutely 100 percent come to the US from Canada
Compares Canada to the US, suggesting migration patterns between the two countries.
Comparative
0.75
RetroGamerDadwmax
Jan 27, 2026
trump put the tariffs on canada because canada did not want to become the 51st state, and i don't blame canada
trump put the tariffs on canada because canada did not want to become the 51st state, and i don't blame canada
Compares Canada's position to the US (51st state reference) and frames Canada's sovereignty assertion against US pressure.
@acer696969
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
No difference compared to Bermingham. Theres a street called Dudley and it 100% looks like India and gives you a vibe that you just teleported to India 😂
No difference compared to Bermingham. Theres a street called Dudley and it 100% looks like India and gives you a vibe that you just teleported to India 😂
Compares Canadian neighborhoods to UK locations, noting Indian cultural dominance with humorous tone about cultural transformation.
KMB2689
Sep 27, 2025
Bro they are upper class Indians they are normal as people live in India.
Bro they are upper class Indians they are normal as people live in India.
Comment contextualizes Indian immigrants by comparing their socioeconomic status and normalcy to life in India, defending them against negative stereotypes.
UnknownGamer_Editor
Jan 28, 2026
The beginning of the end of the American Empire has begun and Russia and China will capitalize on this decline of the American empire
The beginning of the end of the American Empire has begun and Russia and China will capitalize on this decline of the American empire
Compares US decline to rise of Russia/China; makes geopolitical assertions without evidence.
@kwezikolweni9385
Mar 4, 2025
Yeah, the American empire is over with
Yeah, the American empire is over with
Comment ranks nations by comparing American and Canadian power/status, suggesting decline of US relative position.
Comparative
0.75
@Bem-r6p
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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Discourse Quality (Perspective API)