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
bro you gotta come to fiji, experience india in the pacific
bro you gotta come to fiji, experience india in the pacific
Compares cultural presence in Fiji to India, suggesting multicultural observation rather than immigration policy critique.
Malviti1
Jan 27, 2026
The new greatest ally of the US is Rusdia
The new greatest ally of the US is Rusdia
Compares Canada's new geopolitical alignment, suggesting Russia has replaced the US as Canada's closest ally.
@janakinb5495
Mar 4, 2025
You can’t blame Indian leaving India when you have tea maker as prime minister
You can’t blame Indian leaving India when you have tea maker as prime minister
Compares India's governance unfavorably to justify emigration, using a derogatory reference to the Indian Prime Minister.
MoMo-db4iq
Jan 27, 2026
This is also happening with australia, it's becoming a problem.
This is also happening with australia, it's becoming a problem.
Compares Canada's immigration situation to Australia, suggesting a broader pattern of problematic demographic change across Anglo nations.
KeyboardJunkie
Jan 27, 2026
I can see this starting in Arizona over the last 3 years.
I can see this starting in Arizona over the last 3 years.
Compares Canada's situation to Arizona, implying a pattern of similar problems spreading.
azflat4691
Jan 27, 2026
Embarrassing for us in the United states
Embarrassing for us in the United states
Commenter expresses embarrassment about US position relative to Canada, implicitly comparing national standings and expressing shame about their own country's identity.
@darlagay2731
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
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
I would have never thought that USA and Russia would go against the world. \n\nNow, I truly believe that Russia has something on Trump!!!!
I would have never thought that USA and Russia would go against the world. \n\nNow, I truly believe that Russia has something on Trump!!!!
Compares USA and Russia's international positions and makes claims about geopolitical relationships.
Comparative
0.75
@giuseppepaldino8303
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
and yet indians discriminate against muslim community in india
and yet indians discriminate against muslim community in india
Compares discrimination practices between India and Canada by referencing treatment of Muslims in India as a counterpoint to Canadian immigration discussion.
ruffusblueeyedcat7864
Feb 1, 2026
If Canadians and Americans were friends why were Americans screwed over prior to this tariff war.
If Canadians and Americans were friends why were Americans screwed over prior to this tariff war.
Compares Canada-US relations and questions past treatment, framing the relationship comparatively.
@roygbiv8226
Mar 4, 2025
Mexico has stood up to him too she gave a great speech also
Mexico has stood up to him too she gave a great speech also
References Mexico's response as a comparison point to Canada's position, implicitly ranking national responses.
Comparative
0.75
@themcgeachys
Mar 4, 2025
yes stay far away from florida
yes stay far away from florida
The comment compares Canada (or a specific region) unfavorably to Florida, suggesting people should avoid the location being discussed.
Comparative
0.75
guillegamboa6003
Jan 27, 2026
so what i understood is Indians are complaining about seeing Indians , its not about country its just Humans , First Canadians complaint on the first ones , now the CA--> IN--->NewIN its like a …
so what i understood is Indians are complaining about seeing Indians , its not about country its just Humans , First Canadians complaint on the first ones , now the CA--> IN--->NewIN its like a system, it will be everywhere
Compares historical patterns of immigration and cultural displacement across groups, using comparative framing to explain cyclical demographic change.
arunv1909
Jan 30, 2026
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
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
Coming here after the new video was a breath of fresh air atleast they are working unlike the people in new jersey 😂
Coming here after the new video was a breath of fresh air atleast they are working unlike the people in new jersey 😂
Compares Canadian immigrants favorably to people in New Jersey with humorous tone, using comparative framing.
royinzunza9313
Feb 25, 2026
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
Everyone in Ontario knows Brampton is a large Indian community . I don't get the problem . They can have that.
Everyone in Ontario knows Brampton is a large Indian community . I don't get the problem . They can have that.
Acknowledges ethnic concentration in a region and frames it as acceptable spatial segregation.
shauna3742
Jan 29, 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)