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
The deportation number is beside the point. How many are you letting in?
The deportation number is beside the point.
How many are you letting in?
Poses an information-seeking question about immigration intake levels while implicitly critiquing current policy.
BrianDunn-e8t
Dec 24, 2025
What value are these Indians bringing to Canada? What is Canada trying to prove by allowing these people into the country? Can someone throw light on this please?
What value are these Indians bringing to Canada? What is Canada trying to prove by allowing these people into the country? Can someone throw light on this please?
Frames as information-seeking but contains implicit identity-based skepticism about a specific immigrant group's value and belonging.
Blueskiesmohan
Aug 30, 2025
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
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
25%? Dang!! ?
25%? Dang!! ?
Brief expression of surprise/inquiry about a statistic mentioned in the video.
Question
0.80
@dollygood66
Mar 4, 2025
I thought the Incompetent Trudeau resignation was in effect ?
I thought the Incompetent Trudeau resignation was in effect ?
Asks about Trudeau's resignation status while implicitly critiquing his competence.
@michaelbell7914
Mar 4, 2025
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
If tariffs only hurt american consumers why does he care?\n\nI also thought he stepped down.
If tariffs only hurt american consumers why does he care?\n\nI also thought he stepped down.
Seeks clarification on tariff logic and political status through rhetorical questioning.
@mightylaidlow1
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
Is Canada taking in refugees from America??? Trump does not care about anyone other than himself.
Is Canada taking in refugees from America??? Trump does not care about anyone other than himself.
Information-seeking question about refugee intake combined with moral criticism of Trump's self-centeredness.
@HeidiMerkley
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
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
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
Bro didn't visit east coast. That would be a wholesome video.
Bro didn't visit east coast. That would be a wholesome video.
Suggestion framed as a question about video content, seeking information about geographic coverage.
Question
0.80
seadragon5420
Jan 27, 2026
PUT TARIFFS ON TESLA???
PUT TARIFFS ON TESLA???
Interrogative statement seeking clarification or expressing surprise about tariff policy direction.
@styletokyo9888
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
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
I thought this idiot resigned?
I thought this idiot resigned?
Seeks clarification about whether the PM resigned, framed as a rhetorical question expressing skepticism.
@kolinwilkins139
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
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)