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
4:55 what'd he mean by that?
4:55 what'd he mean by that?
A direct clarification question about a specific moment in the video, seeking explanation of a statement.
Inner_City_Mixer
Feb 8, 2026
Hindi please
Hindi please
Simple request for content in Hindi language, seeking accessibility accommodation.
Question
0.90
dineshrathod6912
Feb 5, 2026
What do you mean by your video.
What do you mean by your video.
Direct request for clarification about the video's meaning or message.
Question
0.90
Ryaan4369
Feb 6, 2026
Who is Pasha
Who is Pasha
Simple factual question seeking identification of a person mentioned in the video.
Question
0.90
Soccer-duude
Feb 3, 2026
Когда перевод? все русские ждут
Когда перевод? все русские ждут
Asks when a Russian translation will be available, a straightforward information request.
Question
0.90
ruslanivanov6456
Feb 3, 2026
Why do the people let this happen?
Why do the people let this happen?
Direct question seeking explanation for why citizens allow immigration policies to proceed as they do.
Question
0.90
pablo4yu
Jan 29, 2026
Im West indian but I was born in Canada. Am I allowed to stay or should i go back to Trinidad and Tobago?
Im West indian but I was born in Canada. Am I allowed to stay or should i go back to Trinidad and Tobago?
Seeks clarification about immigration eligibility while asserting mixed cultural identity (West Indian/Canadian-born).
samdrewbies7883
Jan 29, 2026
0:58 They're sneaking people from Canada to Australia?
0:58 They're sneaking people from Canada to Australia?
Seeks clarification about a specific claim made in the video regarding people being moved between countries.
Question
0.90
thetarotbogan
Jan 29, 2026
5:00 Does this bozo not know that there are hundreds of millions of Muslim Indians?
5:00 Does this bozo not know that there are hundreds of millions of Muslim Indians?
Rhetorical question challenging someone's apparent lack of knowledge about Muslim Indians, seeking clarification or correction.
Question
0.90
fantasyXchannel
Jan 27, 2026
Algoma college is very much a real college that’s been around for a long time. Anderson though I have never heard of
Algoma college is very much a real college that’s been around for a long time. Anderson though I have never heard of
Seeks factual information about colleges mentioned in the video, requesting clarification.
Question
0.90
Eckz57
Jan 27, 2026
Tyler , where are you from? Your last name is exotic…
Tyler , where are you from? Your last name is exotic…
Comment asks direct questions about the video creator's background and name origin, seeking information rather than making claims.
Question
0.90
rms3365
Jan 28, 2026
Why Portugal bro…
Why Portugal bro…
Simple information-seeking question about why Portugal is mentioned or relevant to the discussion.
Question
0.90
MarsFN01
Jan 28, 2026
So Punjab is not a part of India right?
So Punjab is not a part of India right?
Direct factual question seeking clarification about geographic/political status.
Question
0.90
NeverTry-v3o
Jan 28, 2026
W ur grandpa from???
W ur grandpa from???
Simple information-seeking question about the video subject's family background/origin.
Question
0.90
tajsumman5458
Jan 28, 2026
7:47 guy said he drives and what?
7:47 guy said he drives and what?
Seeks clarification about a specific detail mentioned in the video at timestamp 7:47.
Question
0.90
felipec789
Jan 27, 2026
As an Indian bro this is getting really bad my parents have been here since 2009 is this valid?
As an Indian bro this is getting really bad my parents have been here since 2009 is this valid?
Seeks clarification about immigration validity while sharing personal family background as context.
cchxmpi0n
Jan 27, 2026
Why the hawaii id at 1:15?
Why the hawaii id at 1:15?
Direct question seeking clarification about a detail observed in the video at a specific timestamp.
Robert-bu4hn
Jan 28, 2026
Tyler in montreal??
Tyler in montreal??
Simple question seeking clarification about a person's location mentioned in the video.
Question
0.90
KZ_M
Jan 28, 2026
The app is an elimination tool?
The app is an elimination tool?
Seeks clarification about the app's purpose with a direct question.
Question
0.90
AnnaAnnieAnneofGreenGables
Nov 20, 2025
Did you say "native Canadians"?
Did you say "native Canadians"?
Simple clarification question about terminology used in the video.
Question
0.90
path_as
Jan 27, 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)