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
Why is this has been still around ?
Why is this has been still around ?
Asks why Trudeau remains in office, phrased as a rhetorical question expressing disapproval of his continued leadership.
@TipManToks
Mar 4, 2025
9:06 he came as a student he is done with studying
9:06 he came as a student he is done with studying
Seeks clarification about a specific claim made in the video regarding a student's status.
Strengthandpower00
Sep 19, 2025
8:57 yes unc they are dirty but walking naked inside their house is okay when your naked on the street i think?
8:57 yes unc they are dirty but walking naked inside their house is okay when your naked on the street i think?
Poses a question about cultural norms regarding public versus private behavior, with implicit cultural criticism.
tabeen1779
Feb 19, 2026
are you from pajeet
are you from pajeet
Asking about someone's origin/ethnicity, though the term used ('pajeet') is a derogatory slur suggesting identity-based mockery.
MrBombastic_007
Jan 27, 2026
Just how many immigrants are marrying into the country or taking advantage of our country’s generous laws by having children, and birthing citizens, here? The number should be a lot higher than 300.
Just how many immigrants are marrying into the country or taking advantage of our country’s generous laws by having children, and birthing citizens, here? The number should be a lot higher than 300.
Poses rhetorical questions about immigration loopholes (marriage, birthright citizenship) while implying deportation numbers should be higher.
@Surrenderdeer
Feb 19, 2026
How Canada allow that statue? And where is the Canada Police ?
How Canada allow that statue? And where is the Canada Police ?
Asks questions about government policy and law enforcement regarding an unspecified issue, seeking clarification.
MarieA787
Jan 27, 2026
There is another one on the West Coast called Surrey
There is another one on the West Coast called Surrey
Provides factual information about another location, likely in response to video content; appears informational rather than argumentative.
Question
0.70
shoaibnaqvi5264
Jan 6, 2026
Is Canada already a third world country?
Is Canada already a third world country?
Rhetorical question expressing concern about Canada's status, combining information-seeking with demographic/economic anxiety.
@Marta-e2g
Mar 5, 2025
Germany ?? stand with Canada ??
Germany ?? stand with Canada ??
Questions whether Germany will support Canada, implying hope for international solidarity.
@Flattithefish
Mar 5, 2025
Drug war right?
Drug war right?
Brief clarifying question about context, seeking information about the video's subject matter.
Question
0.70
@rujakracer5649
Mar 4, 2025
Why did Justin Trudeau pay an undisclosed amount in a settlement to the parent of a former female student of his?
Why did Justin Trudeau pay an undisclosed amount in a settlement to the parent of a former female student of his?
Framed as a question but references an unverified allegation about Trudeau's past, seeking information or making an implicit accusation.
@usarmyconstitution1
Mar 5, 2025
Why is ICE shooting US citizens when they could be going after these human traffickers ?
Why is ICE shooting US citizens when they could be going after these human traffickers ?
Rhetorical question challenging law enforcement priorities, implicitly calling for action against human trafficking.
TheDoughGetta
Jan 27, 2026
Trump will face his own medicine?, more enemies coming in for USA?
Trump will face his own medicine?, more enemies coming in for USA?
Poses speculative question about Trump facing consequences and potential enemies, mixing inquiry with threat assessment.
@buruboy4100
Mar 5, 2025
i highly doubt more then 75% of the non indian people you interviewed were native canadians
i highly doubt more then 75% of the non indian people you interviewed were native canadians
Expresses skepticism about the video's sampling methodology while implying native Canadians are underrepresented.
coylism
Jan 27, 2026
What is punjab, why don’t they call themselves the same
What is punjab, why don’t they call themselves the same
Seeks information about Punjab terminology while implicitly questioning immigrant naming/identity practices.
cardman4342
Jan 28, 2026
This is racist?
This is racist?
Brief interrogative challenging the video's framing as potentially racist, seeking clarification or debate.
Bibidohl
Jan 28, 2026
What are you going to fight with?
What are you going to fight with?
A brief, sarcastic question challenging the feasibility of military resistance, likely mocking the previous comment's call for revolution.
@iphonehackz9595
Mar 4, 2025
What's the wrong with you, MF Trump?
What's the wrong with you, MF Trump?
Appears to be a confused or unclear question about Canadian policy regarding Huawei executive detention, seeking clarification.
Question
0.70
@TYPICHIT91
Mar 4, 2025
OMG!!! Who foresaw this state of geopolitics????
OMG!!! Who foresaw this state of geopolitics????
Rhetorical question expressing surprise about geopolitical developments, seeking engagement or clarification.
@Cheskymandel
Mar 4, 2025
Can we slow down just a bit? Things are moving too quickly...
Can we slow down just a bit? Things are moving too quickly...
Poses a rhetorical question expressing concern about pace of change, seeking acknowledgment or discussion of the issue.
Question
0.70
@jahoyhoy9097
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)