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
Ask a trucker
Ask a trucker
Brief imperative seeking perspective from truckers, likely referencing trucker protests relevant to Canadian immigration/policy debates.
Question
0.80
@TerryBeckett-y7d
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
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
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
what about indigenous homeless in sasaktoon?
what about indigenous homeless in sasaktoon?
Seeks information or raises awareness about indigenous homelessness as a counterpoint to immigration discussion.
TakeItOrLeaveIt-12
Jan 30, 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
Please, Please stop refering to usa as America, make clear you refer to usa , America means a Continent not a country
Please, Please stop refering to usa as America, make clear you refer to usa , America means a Continent not a country
Requests clarification on terminology usage ('stop referring to usa as America'), framed as a plea for linguistic precision in discourse.
@ArmandoGarcia-v5v
Mar 4, 2025
Zelensky sign with Canada not Trump????
Zelensky sign with Canada not Trump????
Seeks clarification or expresses confusion about whether Zelensky should align with Canada rather than Trump.
Question
0.80
@Mindsi
Mar 4, 2025
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
Is Trump trying to destabilise the world?
Is Trump trying to destabilise the world?
Information-seeking question about Trump's geopolitical intentions, with underlying concern about destabilization.
@JamesMichael-h5t
Mar 4, 2025
They hate Russians in Canada ?
They hate Russians in Canada ?
Poses an information-seeking question about attitudes toward Russians in Canada.
Question
0.80
@charloteauxanne-marie5318
Mar 5, 2025
If this guy is that smart why US had to pinch his nose to do all this? Wasn't it his job to begin with?
If this guy is that smart why US had to pinch his nose to do all this? Wasn't it his job to begin with?
Poses a rhetorical question challenging someone's competence and role, seeking clarification or expressing skepticism about their performance.
@AmitKhamkar-r8e
Mar 4, 2025
Also if Canada is already dealing with the drug issues why are we doing this tariff with them
Also if Canada is already dealing with the drug issues why are we doing this tariff with them
Information-seeking question about the logic of tariffs given Canada's drug issues, framed as questioning policy rationale.
@Carl-ib4ig
Mar 4, 2025
Canada is worth it now. In the future?
Canada is worth it now. In the future?
Poses an open-ended question about Canada's future viability as an immigration destination, seeking clarification or discussion.
Question
0.80
liarsdontgotoheaven4281
Sep 9, 2025
What does Canada need us to buy do. We can boycott American goods but where can we buy Canadian? From UK
What does Canada need us to buy do. We can boycott American goods but where can we buy Canadian? From UK
Seeks information about where to buy Canadian goods while implicitly calling for boycott action.
@apriljoy1094
Mar 4, 2025
WHY ARE THERE SO MANY INDIANS?
WHY ARE THERE SO MANY INDIANS?
Interrogative format seeking information about demographic composition, though tone suggests underlying demographic anxiety.
Ban-sama
Jan 27, 2026
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
If tariffs are dumb why does Canada have them
If tariffs are dumb why does Canada have them
Rhetorical question challenging the logic of tariff policy, seeking clarification or debate about economic policy.
@kevins9412
Mar 4, 2025
Is Putin agent's Trump?
Is Putin agent's Trump?
Poses a question about Trump's alleged connection to Putin, framed as information-seeking but implying an unverified conspiracy claim.
@ErimiasTeka
Mar 4, 2025
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
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)