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
I thought folk wanted him out ?
I thought folk wanted him out ?
Seeks clarification or expresses confusion about contradictory public opinion regarding a political figure.
Question
0.90
@DawnSilverStone
Mar 4, 2025
AMERICAN PEOPLE WITH CANADIAN ??
AMERICAN PEOPLE WITH CANADIAN ??
A brief, unclear question about American people and Canadian identity, seeking clarification or expressing confusion.
Question
0.90
@nbayoungboy8529
Mar 4, 2025
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
First time prime minister is loved???
First time prime minister is loved???
Seeks clarification or information about whether a first-time prime minister is typically well-liked.
Question
0.90
@charles6206
Mar 4, 2025
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
Hey sincerely looking for a conversation. Is there anyone who voted for trump and is happy this is happening ? Or expected it to go this way and is still in support of it ?
Hey sincerely looking for a conversation. Is there anyone who voted for trump and is happy this is happening ? Or expected it to go this way and is still in support of it ?
Commenter explicitly seeks information and dialogue, asking if Trump supporters are satisfied with current tariff policies.
Question
0.90
@andresduran3022
Mar 4, 2025
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
Thought this guy resigned?
Thought this guy resigned?
Seeks factual clarification about whether a political figure resigned.
Question
0.90
@heavenbound392
Mar 4, 2025
How hard is it to become Canadian?Is there a warm part
How hard is it to become Canadian?Is there a warm part
Two direct questions seeking information about Canadian immigration requirements and climate.
Question
0.90
@fngame1
Mar 4, 2025
Denmark ??here????
Denmark ??here????
Brief information-seeking question about Denmark's relevance to the discussion.
Question
0.90
@gittejonny
Mar 4, 2025
Please, let us hear him speak
Please, let us hear him speak
Requests that the speaker be allowed to continue speaking, seeking more information.
Question
0.90
@RealGuddoo
Mar 4, 2025
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
Thought this guy was forced to resign due to his cabinet ministers peeling out. Who is next?
Thought this guy was forced to resign due to his cabinet ministers peeling out. Who is next?
Seeks clarification about political events and asks who will be next in leadership.
Question
0.90
@pepeleperth
Mar 4, 2025
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
51st state?
51st state?
Single-word question seeking clarification or expressing concern about annexation rhetoric.
Question
0.90
@davidchoi42582
Mar 4, 2025
Why does democrats call it's trade war???
Why does democrats call it's trade war???
Asks a direct question about terminology used by Democrats regarding trade policy.
Question
0.90
@KingShoemaker
Mar 4, 2025
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
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)