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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Question
1,353 comments
What primer is invited to the meeting this afternoon, just the liberal no opposition no bloc québécois no ADP..
What primer is invited to the meeting this afternoon, just the liberal no opposition no bloc québécois no ADP..
Asks about meeting attendees while implicitly critiquing the exclusion of opposition parties from what appears to be a government meeting.
@nancyroberts9254
Mar 4, 2025
Can we slow down just a bit? Things are moving too quickly...
Can we slow down just a bit? Things are moving too quickly...
Poses a rhetorical question expressing concern about pace of change, seeking acknowledgment or discussion of the issue.
Question
0.70
@jahoyhoy9097
Mar 4, 2025
Is it possible Trump is playing makets for himself and his buddies? Is he creating a downturn so they can buy, buy, buy at a discount?
Is it possible Trump is playing makets for himself and his buddies? Is he creating a downturn so they can buy, buy, buy at a discount?
Poses speculative questions about Trump's motives and market manipulation without evidence, framed as inquiry.
@ReneeBanchiere
Mar 4, 2025
OMG!!! Who foresaw this state of geopolitics????
OMG!!! Who foresaw this state of geopolitics????
Rhetorical question expressing surprise about geopolitical developments, seeking engagement or clarification.
@Cheskymandel
Mar 4, 2025
I always wondered where is the Canadas Money? What do they do with it? Where does it all go things cost so much more than other country's. Does the money stay in Canada? Or does …
I always wondered where is the Canadas Money? What do they do with it? Where does it all go things cost so much more than other country's. Does the money stay in Canada? Or does it go to the CROWN I don't know. Wherever it goes it is not the People that see much of it.
Information-seeking about government spending and economic distribution, framed as rhetorical questions about where money goes.
@josephpoirier2011
Mar 4, 2025
IT'S NOT AMERICANS ?
IT'S NOT AMERICANS ?
Poses a brief, unclear question that appears to challenge an assertion about Americans.
Question
0.70
@AMitch-vn9nq
Mar 4, 2025
Now what if Europe, Canada, Mexico, China unite against the US economically
Now what if Europe, Canada, Mexico, China unite against the US economically
Poses a hypothetical question about international economic coalition against the US, framed as comparative geopolitical scenario.
@wzupppp
Mar 4, 2025
Iskcon should start free meal
Iskcon should start free meal
Appears to be a suggestion or question about ISKCON providing free meals, though context is unclear; treated as information-seeking or proposal.
Question
0.70
basicallyhumanoid
Oct 7, 2025
Help us Canada ?
Help us Canada ?
A brief plea or question directed at Canada, seeking help or support in an ambiguous way.
@HEYzay623
Mar 4, 2025
Your supposed human trafficker is not Punjabi… and what human trafficker would let you to go to Pizza Pizza alone mate??
Your supposed human trafficker is not Punjabi… and what human trafficker would let you to go to Pizza Pizza alone mate??
Challenges the credibility of a claim made in the video by questioning the logic of the presented scenario.
diirejunchained
Jan 27, 2026
I thought you Canadians ran this guy off already.
I thought you Canadians ran this guy off already.
Rhetorical question implying Canadians should have removed Trudeau, with nationalist undertones.
@skittleboy15
Mar 4, 2025
Trump will face his own medicine?, more enemies coming in for USA?
Trump will face his own medicine?, more enemies coming in for USA?
Poses speculative question about Trump facing consequences and potential enemies, mixing inquiry with threat assessment.
@buruboy4100
Mar 5, 2025
Won't the Americans source frm some 3rd world latin american country ?
Won't the Americans source frm some 3rd world latin american country ?
Poses a question about American immigration sourcing while implicitly comparing to 'third world' countries.
@jdmoneymaker231
Mar 4, 2025
Somebody should ask trump what he knows about the,\nBucha massacre
Somebody should ask trump what he knows about the,\nBucha massacre
Rhetorical question/suggestion that Trump should be questioned about knowledge of Bucha massacre.
@mangokarlson1804
Mar 4, 2025
What is punjab, why don’t they call themselves the same
What is punjab, why don’t they call themselves the same
Seeks information about Punjab terminology while implicitly questioning immigrant naming/identity practices.
cardman4342
Jan 28, 2026
what are you looking native indians in canada wht ain talking about damt native indians of canada
what are you looking native indians in canada wht ain talking about damt native indians of canada
Appears to be a confused or critical question about the video's focus on Native Indians versus other groups, though poorly articulated.
AlexD-f6n
Jan 28, 2026
What’s happening to you America??
What’s happening to you America??
Rhetorical question expressing concern about America's direction, seeking clarification or expressing alarm about political/social conditions.
@KevinBurns86
Mar 4, 2025
i highly doubt more then 75% of the non indian people you interviewed were native canadians
i highly doubt more then 75% of the non indian people you interviewed were native canadians
Expresses skepticism about the video's sampling methodology while implying native Canadians are underrepresented.
coylism
Jan 27, 2026
how about those trucker protests ay
how about those trucker protests ay
Brief reference to trucker protests phrased as a conversational question seeking engagement.
Question
0.70
@shadigif8916
Mar 4, 2025
Simply don't go, problem solved, unless indeed something there for you to attend to.
Simply don't go, problem solved, unless indeed something there for you to attend to.
Offers practical advice/suggestion framed as a simple solution, implicitly questioning why one would attend if there's no necessity.
Question
0.70
ijji4615
Dec 8, 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)