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
How is anybody stopping the drug flow when hospitals prescribe it or give it to or use in surgeries? Make it make sense
How is anybody stopping the drug flow when hospitals prescribe it or give it to or use in surgeries? Make it make sense
Raises a logical question about drug policy effectiveness, questioning the coherence of enforcement strategies.
@ryanbroderick7729
Mar 4, 2025
were did this Trudeau come from why did u hide for 10 yr
were did this Trudeau come from why did u hide for 10 yr
Asks where Trudeau came from and criticizes him for hiding, combining information-seeking with implicit policy critique.
@mikedavis8071
Mar 4, 2025
Damn, as a portuguese from Lisbon i wonder why tyler says he came from here xP is it bcus we knowned to be europe door for illegals? x.x
Damn, as a portuguese from Lisbon i wonder why tyler says he came from here xP is it bcus we knowned to be europe door for illegals? x.x
The comment asks a clarifying question about why someone claims to be from Lisbon, with a comparative reference to Portugal's immigration patterns.
franciscorn94
Jan 27, 2026
Wtf is that tuktuk ?
Wtf is that tuktuk ?
Asks about a vehicle (tuk-tuk) seen in the video, likely with humorous intent about cultural presence.
inf1nitedance505
Jan 27, 2026
Bad brother, American ?
Bad brother, American ?
Unclear but appears to be a question seeking clarification about the commenter's nationality or context.
Question
0.75
@zarghonarahimi6018
Mar 4, 2025
why is it harder for Europeans to move to Anglo countries than for the 3rd world?
why is it harder for Europeans to move to Anglo countries than for the 3rd world?
Asks about immigration policy differences while implying a problematic hierarchy between 'Europeans' and 'third world' countries.
Gopfs
Jan 27, 2026
How much have you increased inspecting foreign cargo to check for illegal substances?\nThere are still migrants flying into Canada and walking across the border being picked up by the bus load transporting them to sanctuary …
How much have you increased inspecting foreign cargo to check for illegal substances?\nThere are still migrants flying into Canada and walking across the border being picked up by the bus load transporting them to sanctuary cities like New York. What are you doing to prevent migrants use your country as a stopping point to walk into the US?\nYou need to do more. Look what Mexico has done.
Poses multiple questions about border security and migrant enforcement while implicitly criticizing Canada's immigration policies.
@Rmrod3928
Mar 4, 2025
Can Trudeau be our president??? Please!
Can Trudeau be our president??? Please!
Poses a hypothetical question about Trudeau becoming president, expressing preference for Canadian leadership.
@Michele-z4k
Mar 4, 2025
What?? soo now it’s not racist!!
What?? soo now it’s not racist!!
Rhetorical question challenging perceived inconsistency in labeling immigration enforcement as racist.
StreetWhisper
Feb 18, 2026
Begs the question what is carney's real agenda
Begs the question what is carney's real agenda
Poses a speculative question about a political figure's underlying agenda, seeking to understand motivations behind policy decisions.
Gumms55
Feb 26, 2026
So did you get smuggled in? Odd ending to this one
So did you get smuggled in? Odd ending to this one
Asks a clarifying question about the video's narrative while commenting on its structure.
Adaddof4
Jan 27, 2026
Canadians love Americans, there is family on both sides. Why is Trump being COUNTER PRODUCTIVE ?\nthis is negotiating ? what is the deal ? SPELL IT OUT \ndon't try and fool yourself or anyone with …
Canadians love Americans, there is family on both sides. Why is Trump being COUNTER PRODUCTIVE ?\nthis is negotiating ? what is the deal ? SPELL IT OUT \ndon't try and fool yourself or anyone with verbal crap > show me the numbers on paper, give references from reputable sources in USA. We like and need clarity. Details. Transparency.\npeople on both sides of the equation are intelligent and need the REAL DEAL > not bull.\nIt smells like Trump has not spelled it out. Is it a flip or a flop day ?
Seeks clarity and transparency on negotiation details while comparing Canada-US relations and questioning Trump's negotiating approach.
@PietroBuonvino
Mar 4, 2025
why??? this people can entry in another countrys??? why??? is so easy??? i'm european and i can't??? motherfuc****
why??? this people can entry in another countrys???
why??? is so easy???
i'm european and i can't???
motherfuc****
User asks why immigration is easier for certain groups while expressing frustration about their own difficulty as a European, seeking clarification through comparative framing.
gu_moreira
Jan 27, 2026
If tariffs are bad for the consumer of the country that implements them, why would Canada respond with tariffs?
If tariffs are bad for the consumer of the country that implements them, why would Canada respond with tariffs?
Poses a logical question about tariff policy, implicitly critiquing the government's response strategy.
@gbaker1a775
Mar 4, 2025
And why can’t you go ahead and stop the war in Ukraine, or simply you go send them money to fight…
And why can’t you go ahead and stop the war in Ukraine, or simply you go send them money to fight…
Rhetorical questioning about US foreign policy priorities, seeking clarification or making an implicit critique about resource allocation.
@sirianaegipto
Mar 4, 2025
I wanna see Filipino communities next
I wanna see Filipino communities next
Expresses interest in seeing content about another immigrant community, framed as a request or suggestion.
Question
0.75
nimsy6476
Jan 27, 2026
Isn’t this the guy Canadians hate?
Isn’t this the guy Canadians hate?
Rhetorical question challenging the legitimacy or popularity of the PM among Canadians.
@Polack-ml9fh
Mar 4, 2025
what Candians can do ???? when Canadian Goverment want Immigrants...and they want to give them PR...then how things will resolve..
what Candians can do ????
when Canadian Goverment want Immigrants...and they want to give them PR...then how things will resolve..
Seeks clarification about government immigration policy and PR allocation through rhetorical questioning.
valuegaptrader7243
Jan 27, 2026
Have you seen all the potholes in montreal?
Have you seen all the potholes in montreal?
Poses a question about infrastructure conditions in Montreal, likely seeking clarification or engagement on a tangential topic.
Question
0.75
negvirgin8689
Jan 27, 2026
Well.........??
Well.........??
Ellipsis and question mark suggest incomplete thought or request for clarification, though intent is ambiguous.
Question
0.75
@csmosley
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)