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
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
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
“What we are saying to students abroad is come, and you might be able to stay - but that’s not a guarantee” Am I smoking something or are international students by definition no supposed to …
“What we are saying to students abroad is come, and you might be able to stay - but that’s not a guarantee”
Am I smoking something or are international students by definition no supposed to be temporary residents here for an education? What entitles them to stay?
Comment poses rhetorical questions challenging the premise that international students should expect permanent residency, seeking clarification on policy logic.
CristianoRonaldo272
Feb 3, 2026
As an Indian, what is this?
As an Indian, what is this?
Brief question seeking clarification or expressing confusion about the video content, with identity marker ('As an Indian').
Shourya-i7e
Feb 1, 2026
So how much are they making when you play their game ?
So how much are they making when you play their game ?
The comment is an information-seeking question about earnings or compensation related to content.
Question
0.85
kojoefante
Jan 29, 2026
They don't even have camera to put fine ?
They don't even have camera to put fine ?
Asks a clarifying question about enforcement mechanisms shown in the video.
Question
0.85
bhuvaneshjack3796
Jan 29, 2026
11:00 can we just talk about the economical and political state of India right now?
11:00 can we just talk about the economical and political state of India right now?
Commenter is asking to shift discussion topic to India's economic and political state, framed as a comparative reference point.
ethansotelo6633
Jan 29, 2026
0:56 they want to get to Slovakia?
0:56 they want to get to Slovakia?
A clarifying question about the video content, seeking information about Slovakia.
Question
0.85
MiroslavFöldeš
Jan 28, 2026
How can a country transform like that in a matter of a few years 😮
How can a country transform like that in a matter of a few years 😮
The comment expresses surprise and seeks understanding about rapid demographic change, framed as an information-seeking question.
Question
0.85
ik9626
Jan 29, 2026
Excuse me? Africans?
Excuse me? Africans?
Comment is a direct question seeking clarification or expressing surprise about a reference to Africans, functioning as an information-seeking query.
Question
0.85
wellz2000
Jan 29, 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
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
Maybe the whites you're interviewing are also immigrants
Maybe the whites you're interviewing are also immigrants
Rhetorical question pointing out that interviewed Canadians may themselves be immigrants, challenging the framing of the video.
Question
0.85
Alice-i5y3i
Jan 29, 2026
You should go to Montreal too homie
You should go to Montreal too homie
A casual suggestion/request for the content creator to visit Montreal, framed as friendly advice.
Question
0.85
joeymaynard4063
Jan 29, 2026
Native canadian????
Native canadian????
Brief question seeking clarification about someone's background or status.
Question
0.85
tajsumman5458
Jan 28, 2026
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
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
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
What’s does the word “temporary “ means you dummies
What’s does the word “temporary “ means you dummies
Seeks clarification on the meaning of 'temporary,' though phrased dismissively toward others.
Question
0.85
dominion8732
Nov 21, 2025
so what are you doing canada?
so what are you doing canada?
Direct interrogative seeking clarification or response about Canada's actions regarding immigration.
Question
0.85
ncontrarian
Jan 18, 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)