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
Is it india or Canada ? Does Canada need a mister Trump ?.
Is it india or Canada ?
Does Canada need a mister Trump ?.
Asks clarifying questions about Canada's identity and leadership, with implicit comparison to Trump/US politics.
SH-bw5fx
Aug 25, 2025
I didn’t get a single question please read the book thoroughly
I didn’t get a single question please read the book thoroughly
User is implicitly requesting help or clarification about study materials, suggesting they didn't understand the video content.
Question
0.85
AulakhRavneet
Jun 3, 2025
i though it was in london
i though it was in london
The commenter expresses confusion about the location, seeking clarification about whether the place discussed is in London.
Question
0.85
captainmaza
Jan 27, 2026
i dont think montreal is 30 mins away from the us border
i dont think montreal is 30 mins away from the us border
The commenter is expressing doubt about a factual claim made in the video, seeking clarification or correction about Montreal's distance from the US border.
Question
0.85
wabdev
Feb 4, 2026
Trump is afraid of Russia?
Trump is afraid of Russia?
Direct question seeking clarification or information about Trump's stance on Russia.
Question
0.85
@ackeemwilson1148
Mar 4, 2025
wait why did this end so fast? why did you leave and not follow through with the whole thing?
wait why did this end so fast? why did you leave and not follow through with the whole thing?
Seeks clarification about the video's editing and structure, asking why it ended abruptly.
theegg72819
Jan 27, 2026
When his mandat will ends ? She said that hr will not be pm afrer few days.
When his mandat will ends ? She said that hr will not be pm afrer few days.
Asks when a political mandate will end and references a resignation, seeking clarification on political timeline.
Question
0.85
@BabelEnkidu
Mar 4, 2025
Age limit for international workers ,I am 56 years from Nepal .I would like to work in Canada .Is it ok from the gov. of Australia ,please ?
Age limit for international workers ,I am 56 years from Nepal .I would like to work in Canada .Is it ok from the gov. of Australia ,please ?
Commenter seeks information about age limits for international workers and eligibility to work in Canada.
Question
0.85
DilBahadurGurung-b4t
Jan 21, 2026
Totally agree. Why are they refugees if their country isnt at war?
Totally agree. Why are they refugees if their country isnt at war?
Commenter questions the refugee classification criteria, seeking clarification on policy definitions while implicitly critiquing the system.
mastapeace593
Feb 25, 2026
7:50 why his footwear is zoomed is it not okay to wear in canada or usa does it make look cheap?? Can anybody explain i never went outside india
7:50 why his footwear is zoomed is it not okay to wear in canada or usa does it make look cheap?? Can anybody explain i never went outside india
Seeks clarification about cultural norms regarding footwear in Canada/USA compared to India, framed as an information-seeking question.
AmarKumar-vs2hc
Jan 29, 2026
I have an exam today Will this video be sufficient ??
I have an exam today
Will this video be sufficient ??
Seeks information about whether the video is suitable study material for an exam, off-topic from immigration discussion.
manjimultani2052
Dec 26, 2025
The big question is what is Putin promising trump
The big question is what is Putin promising trump
Poses an information-seeking question about alleged political dealings and motivations.
Question
0.85
@user-xm2pz5mv4t
Mar 5, 2025
what does this video have to do with african people 😢
what does this video have to do with african people 😢
The commenter questions the video's relevance to African people, seeking clarification about the connection.
dirock_1518
Jan 29, 2026
how do we fix this? Can we hold people accountable?
how do we fix this? Can we hold people accountable?
Seeks information and solutions while implicitly calling for accountability measures regarding immigration issues.
WillBurnhue
Feb 27, 2026
I wanna move to Canada ??
I wanna move to Canada ??
Direct question expressing interest in immigrating to Canada, seeking information about relocation.
@robertgarcia8332
Mar 4, 2025
I thought this guy has resigned? Why is he speaking for Canadians?
I thought this guy has resigned? Why is he speaking for Canadians?
Primarily seeks clarification about speaker's legitimacy and authority, with implicit criticism of his role.
@HallofKnowledge
Mar 4, 2025
I wonder how many Canadians actually feel comfortable with Trudeau.
I wonder how many Canadians actually feel comfortable with Trudeau.
The comment poses an information-seeking question about public sentiment toward Trudeau, though it may also imply skepticism about his leadership.
Question
0.85
@GagandeepSingh-sk6yp
Mar 4, 2025
Question for CNN do you think trump will send troups to Russia to support putin ?
Question for CNN do you think trump will send troups to Russia to support putin ?
Asks a direct question about Trump's potential military actions, though it's misdirected at CNN rather than the video creator.
@margaretpeacock2211
Mar 4, 2025
You should check out coming Georgia next
You should check out coming Georgia next
Requests the creator to cover Georgia as a topic, seeking information or content direction.
Question
0.85
Overbite15-f8w
Feb 4, 2026
Why would i go there ?
Why would i go there ?
A rhetorical question expressing reluctance or seeking justification for travel to a destination.
Question
0.85
JamieLazarus-t3n
Dec 8, 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)