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
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
Can i immigrate please to Canada? I am American that supports Canada.
Can i immigrate please to Canada? I am American that supports Canada.
Seeks information about immigration eligibility while expressing personal identity as an American supporter of Canada.
@JohnGrove310
Mar 4, 2025
how'd you even escape from that far place back to where you are? we asking the real questions
how'd you even escape from that far place back to where you are? we asking the real questions
Seeks clarification about the subject's journey, framed as a genuine inquiry about logistics.
Question
0.80
haveawonderfulday2432
Jan 27, 2026
Was there a tuck tuck/ auto driving in Canada in front of their car.
Was there a tuck tuck/ auto driving in Canada in front of their car.
Commenter asks a clarifying question about whether a tuk-tuk/auto was visible in the video footage.
Question
0.80
Kirpa001
Jan 27, 2026
Why would.. anyone want to go to the US if they've got citizenship or any kind of life in Canada?
Why would.. anyone want to go to the US if they've got citizenship or any kind of life in Canada?
Seeks clarification about immigration motivations while implicitly comparing Canada favorably to the US.
Uncouth
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
I'd like to know what the REAL reason is for moving forward with these tariffs. The fentanyl excuse is bullshit.
I'd like to know what the REAL reason is for moving forward with these tariffs. The fentanyl excuse is bullshit.
Seeks information about true motivations behind tariffs while expressing skepticism about the stated fentanyl justification.
@toshvader2055
Mar 4, 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
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
But i dont get why you did such a dirty job on the smuggler...
But i dont get why you did such a dirty job on the smuggler...
Seeks clarification about the video's editorial choices or portrayal of a specific person/subject.
bobbah676
Jan 27, 2026
OMG, I’m American, let’s hope this ends in 4 years or sooner. Can Americans visit Canada anymore? ?
OMG, I’m American, let’s hope this ends in 4 years or sooner. Can Americans visit Canada anymore? ?
Expresses personal concern about US politics and asks practical question about travel to Canada.
@mariavinent4618
Mar 4, 2025
The question is who is going to pay for the pension, education and health system if there is less workers???
The question is who is going to pay for the pension, education and health system if there is less workers???
Poses a rhetorical question about workforce sustainability and funding of public systems, combining inquiry with economic concern about demographic change.
almichel888
Jan 20, 2026
Of all places, Canada? Why? Wtf is Trump doing?
Of all places, Canada? Why? Wtf is Trump doing?
Expresses confusion and seeks clarification about Trump's involvement with Canada through rhetorical questions.
Question
0.80
@sameaster5150
Mar 4, 2025
I cannot distinguish if this is just easy money making propaganda or if it is for real a demographic shift
I cannot distinguish if this is just easy money making propaganda or if it is for real a demographic shift
Expresses uncertainty about whether content is propaganda or reflects real demographic change, framed as an information-seeking question.
hermannnovakovic9507
Jan 27, 2026
why the fuck a tuktuk on the highway
why the fuck a tuktuk on the highway
Rhetorical question expressing confusion or criticism about an observed detail in the video, with implied sarcasm.
maxlamenace244
Jan 27, 2026
Finland is full of indians too. Im not racist but im very curious; why?
Finland is full of indians too. Im not racist but im very curious; why?
Poses an information-seeking question about immigration patterns while using comparative framing (Finland vs. Canada).
alex88723
Jan 27, 2026
Why we can not have president like him?
Why we can not have president like him?
Seeks explanation for why Canada cannot have a leader like Trudeau, framed as an information-seeking question.
@andyismail2810
Mar 4, 2025
Why is this guy speaking for canada?? He stepped down in December and canada wants him gone.
Why is this guy speaking for canada?? He stepped down in December and canada wants him gone.
Poses a question about the PM's legitimacy to speak for Canada, combined with a factual assertion about his resignation and public sentiment.
@drewarmour4555
Mar 4, 2025
How does these tariffs on Canada even benefit America?
How does these tariffs on Canada even benefit America?
Seeks information about the economic rationale behind tariff policy, framed as a genuine inquiry.
@nii_amart
Mar 4, 2025
Won’t the tariffs go away if Canada secures their southern border?
Won’t the tariffs go away if Canada secures their southern border?
Seeks clarification about the relationship between border security and tariff policy, framed as a conditional question.
@OGLD
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)