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
What about the person who discovered the vaccine for the coronavirus? How come he or she never won a nobel prize in Medicine? Who was the genius?
What about the person who discovered the vaccine for the coronavirus? How come he or she never won a nobel prize in Medicine? Who was the genius?
Information-seeking questions about vaccine discovery and Nobel Prize recognition, requesting clarification on historical facts.
Question
0.80
@Interesting-r1z
Mar 4, 2025
I thought he resigned lol
I thought he resigned lol
Seeks clarification about whether Trudeau resigned, expressing confusion about current events.
@edcunningham5562
Mar 4, 2025
She asks why they’re coming here?really.
She asks why they’re coming here?really.
Expresses skepticism about someone's question regarding immigration motivations, seeking clarification or challenging the premise.
Question
0.80
suzanchizen575
Feb 24, 2026
If tariffs are bad, and it makes things cost more for your citizens. Why would they place tariffs on the United States? Make that make sense?
If tariffs are bad, and it makes things cost more for your citizens. Why would they place tariffs on the United States? Make that make sense?
Poses a rhetorical question challenging tariff policy logic, seeking clarification or making a critical point about economic policy.
@thatcarlifeR8
Mar 4, 2025
Why does he keep having to say Poon Job, when he clearly knows how to pronounce it.
Why does he keep having to say Poon Job, when he clearly knows how to pronounce it.
Inquiry about the creator's pronunciation choices, questioning why a name is mispronounced when the creator knows the correct pronunciation.
Runey00
Jan 27, 2026
I would like to hear tRUMPS rebuttal to Trudeau’s speech. How could he disagree with any of these facts?
I would like to hear tRUMPS rebuttal to Trudeau’s speech. How could he disagree with any of these facts?
Seeks Trump's response to Trudeau's speech while implying the facts presented are irrefutable, framed as an information-seeking question.
@DawnRace-bh6tp
Mar 4, 2025
So if tariffs only hurt the U.S., then why place tariffs on the U.S. that will only hurt the Canadians?
So if tariffs only hurt the U.S., then why place tariffs on the U.S. that will only hurt the Canadians?
Poses a logical question about the inconsistency of tariff policy, seeking clarification while implicitly critiquing economic reasoning.
@StevenPruitt-d4g
Mar 4, 2025
Why is an American worried about Canadian business???
Why is an American worried about Canadian business???
Questioning comment that implies national boundary concerns, asking why an American is commenting on Canadian affairs.
mekhisharp7843
Jan 28, 2026
What I dont get is, why do Canada put up tarifs too??????? This will make life in Canada more expensive. I dont get it..... as he says, there are no winnes in a tarif war. …
What I dont get is, why do Canada put up tarifs too??????? This will make life in Canada more expensive. I dont get it..... as he says, there are no winnes in a tarif war. So why do the same shit as Trump does? Just let the US pay 25% more... why should you pay more in Canada??? I dont get it.... this makes you just as dumb as Trump.
Seeks clarification on Canada's tariff policy logic while implicitly criticizing it as counterproductive.
@hfranke07
Mar 4, 2025
10:25 free money... in 2026... chat is this shi real?
10:25 free money... in 2026... chat is this shi real?
Skeptical question about a claim in the video, expressed with casual humor and doubt about credibility.
Huhuge
Jan 28, 2026
4:11 that is violation man, can I sayit is racist or joke. Wagwan
4:11 that is violation man, can I sayit is racist or joke. Wagwan
Seeks clarification about whether a specific behavior constitutes racism or is merely joking, combining information-seeking with ethical concern.
mosmaantech556
Jan 28, 2026
Is the bike guy an actor, just pretending he’s being racist? I do think “freedom of expression” should have limits.
Is the bike guy an actor, just pretending he’s being racist? I do think “freedom of expression” should have limits.
Asks whether the bike character is acting while raising a moral argument about limits on freedom of expression.
LucasOliveira-fl7tt
Jan 29, 2026
I wonder how much fentanyl goes into Canada from the US?
I wonder how much fentanyl goes into Canada from the US?
Asks an information-seeking question about drug trafficking while implying security/health threat concerns.
@sharonmadaus4198
Mar 4, 2025
why is trudeau choosing to do better after he resigned? :/
why is trudeau choosing to do better after he resigned? :/
Seeks clarification about a political figure's actions with skeptical tone, framed as an information-seeking query.
@gamingzsupraz6553
Mar 4, 2025
Is this guy the same people were saying that his mother has a OF account 😅
Is this guy the same people were saying that his mother has a OF account 😅
The commenter is asking for clarification about whether a person in the video is the same individual mentioned in rumors, seeking information.
yathishm5310
Jan 29, 2026
Do the city in Texas where a similar situation is taking place and multiple houses are on the market now
Do the city in Texas where a similar situation is taking place and multiple houses are on the market now
Requests information about a comparable situation in Texas while implying comparative analysis of housing market impacts.
Slimesito1017
Jan 27, 2026
Rejected Claims?? How did they get in, and allowed to stay here, in the first palce?
Rejected Claims?? How did they get in, and allowed to stay here, in the first palce?
Seeks clarification about how rejected asylum claimants were admitted and allowed to remain in Canada.
roneberle8954
Feb 27, 2026
What would be good is to also explain factually to what Trump says the negative trade amount is to what it actually is. Need the facts shown.
What would be good is to also explain factually to what Trump says the negative trade amount is to what it actually is. Need the facts shown.
Requests factual information and analysis about trade statistics, implying government claims need verification.
@ronhughes5103
Mar 4, 2025
I dont see anything wrong in Brampton. People going about their business. Most ppl were like they have been a net positive. Am I missing something here? is the crime that bad?
I dont see anything wrong in Brampton. People going about their business. Most ppl were like they have been a net positive. Am I missing something here? is the crime that bad?
Seeks clarification about crime concerns in Brampton and questions the narrative being presented, implying skepticism about negative claims.
curiouspharmacy4775
Feb 3, 2026
I don't know much about this guy. But why is he unpopular in Canada to the point that he resigned from office ? He looks and sounds so smart and he is working damn well …
I don't know much about this guy. But why is he unpopular in Canada to the point that he resigned from office ? He looks and sounds so smart and he is working damn well for his country. I love him !
Commenter asks information-seeking questions about why the leader is unpopular while expressing admiration and support.
@harryszn
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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