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
Question
1,353 comments
Man im glad you made this video! I was wondering why so many were coming to Canada.
Man im glad you made this video! I was wondering why so many were coming to Canada.
Expresses gratitude for the video while seeking information about immigration patterns.
anthonyarcangeli343
Jan 27, 2026
I am an electrical engineer who speaks fluent English and passable French, no health problems, 10 years of work experience, and I still havent gotten PR. How do these guys get PR?
I am an electrical engineer who speaks fluent English and passable French, no health problems, 10 years of work experience, and I still havent gotten PR. How do these guys get PR?
Commenter seeks clarification about PR eligibility disparities, implying criticism of immigration policy while asking for information.
Xxx_viagra_xxX
Jan 27, 2026
I thought this guy was going to resign ?
I thought this guy was going to resign ?
Seeks clarification about Trudeau's resignation status, referencing prior statements or rumors.
@RLDANONMOUS
Mar 4, 2025
How does the driving worse? Is an Indian license acceptable in America or are the driving tests too easy to pass
How does the driving worse? Is an Indian license acceptable in America or are the driving tests too easy to pass
Information-seeking questions about driving standards and licensing across jurisdictions, with implicit comparative framing.
NotTheAverageGaming
Jan 27, 2026
What about the drugs and guns coming from America into Canada?
What about the drugs and guns coming from America into Canada?
Poses a question about cross-border drug and gun trafficking from the US to Canada, seeking acknowledgment of this issue.
@ChetHunt-z3c
Mar 4, 2025
I understand imposing tariffs to far away countries to bring jobs home, but Canada is right on their borders... why?
I understand imposing tariffs to far away countries to bring jobs home, but Canada is right on their borders... why?
Commenter seeks clarification about the rationale for US tariffs on a neighboring country, framed as an information-seeking question.
@AlexSCSI5
Mar 4, 2025
I thought Trudea was resigning for the horrible job he has been doing in Canada?
I thought Trudea was resigning for the horrible job he has been doing in Canada?
Questions Trudeau's resignation status while implying criticism of his job performance, combining information-seeking with policy critique.
@artvandelay9201
Mar 4, 2025
please give me canadian citizenship I comin
please give me canadian citizenship I comin
Direct request for information/assistance regarding Canadian citizenship, framed as a personal plea.
@radharaniaugustine9632
Mar 4, 2025
Canada in the EU ??
Canada in the EU ??
Asks a clarifying question about Canada's relationship to the EU, implying comparative interest.
@RolfMeyer-cl7ou
Mar 4, 2025
i have question about the indians that lives in canada ! if the us somehow attack canada ! are the indians there will defend canda or they will run away or they will help the …
i have question about the indians that lives in canada ! if the us somehow attack canada ! are the indians there will defend canda or they will run away or they will help the american to attach the candians people there
Information-seeking question about immigrant loyalty in hypothetical military conflict, framed with identity/belonging concerns.
kurtcobain7388
Jan 27, 2026
25%? Dang!! ?
25%? Dang!! ?
Brief expression of surprise/inquiry about a statistic mentioned in the video.
Question
0.80
@dollygood66
Mar 4, 2025
America what is our solution to this matter. How do you find the perfect balance with immigration?
America what is our solution to this matter. How do you find the perfect balance with immigration?
Seeks advice on immigration policy balance, comparing Canada's approach to America's.
DANNY_ASTRO
Jan 27, 2026
Ok so dont kill me but ERRM........ Should we be rethinking this guy resigning?
Ok so dont kill me but ERRM........ Should we be rethinking this guy resigning?
Seeks input on whether the PM's resignation decision should be reconsidered, framed as an information-seeking question with implicit policy doubt.
@6Harbin6er6
Mar 4, 2025
What about our hard-working doctors?
What about our hard-working doctors?
Brief rhetorical question raising concern about the impact on Canadian healthcare professionals, seeking acknowledgment of their situation.
Question
0.80
stephenstaeger1888
Feb 26, 2026
I cannot wait to hear what Claudia Sheinbaum Pardo has to say.
I cannot wait to hear what Claudia Sheinbaum Pardo has to say.
Expresses anticipation to hear from another political figure, implicitly seeking their perspective.
Question
0.80
@AmerigoMagellan
Mar 4, 2025
Is even like this in small town Saskatchewan.
Is even like this in small town Saskatchewan.
An incomplete question seeking information about whether similar conditions exist in Saskatchewan, framed as a comparative inquiry.
BraydenSZ
Jan 28, 2026
I'M REALLY CURIOUS HOW DONALD TRUMP BRAIN WORKS BERNIE SANDERS SHOULD KNOW SINCE THEY ARE THE SAME GENERATIONS....
I'M REALLY CURIOUS HOW DONALD TRUMP BRAIN WORKS BERNIE SANDERS SHOULD KNOW SINCE THEY ARE THE SAME GENERATIONS....
Expresses curiosity and poses an information-seeking question about Trump's thinking and generational comparison.
Question
0.80
@deborahmeghan5583
Mar 4, 2025
As a Montrealer, I would love to know how you are in the middle of MTL and also be 30 mins away from the boarder?
As a Montrealer, I would love to know how you are in the middle of MTL and also be 30 mins away from the boarder?
Seeks factual clarification about geographic inconsistencies in the video's narrative.
danieldanna4764
Jan 27, 2026
Why is nobody talking about the insane tariffs that Canada has had on the USA? Almost 300% on dairy products and we're complaining about 25%? What am I missing?
Why is nobody talking about the insane tariffs that Canada has had on the USA? Almost 300% on dairy products and we're complaining about 25%? What am I missing?
Seeks clarification about tariff discrepancies between Canada and USA, framed as genuine information-seeking with implicit critique.
@timrosenkranz7328
Mar 4, 2025
1:16 did you just fucking call white people “naitve canadians”?
1:16 did you just fucking call white people “naitve canadians”?
The comment questions the video's terminology regarding 'native Canadians,' seeking clarification while implicitly challenging the framing.
honorable_aj7280
Feb 10, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)