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
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
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
We are backing Russia and beefing with Canada? What's happening?
We are backing Russia and beefing with Canada? What's happening?
Direct question seeking clarification about apparent contradictions in geopolitical positioning.
Question
0.90
@kemayj
Mar 4, 2025
Is the tarif imposed a breach of Canada right for \nfree exchange between our two countries?
Is the tarif imposed a breach of Canada right for \nfree exchange between our two countries?
Seeks clarification about whether tariffs violate trade agreements, framed as an information-seeking question.
@mylenegosselin2783
Mar 4, 2025
What is with the tok tok vehicle Is this real or AI
What is with the tok tok vehicle
Is this real or AI
Seeks clarification about video authenticity and production methods.
Question
0.90
jgjalsas1315
Jan 27, 2026
We have all that in America. Where is the threat?
We have all that in America. Where is the threat?
Direct information-seeking question challenging the premise of threat claims.
Question
0.90
@whywouldudothat2914
Mar 4, 2025
help me understand here whats going on .. hasnt canada had several taxes on american goods for years? vat or whatever
help me understand here whats going on .. hasnt canada had several taxes on american goods for years? vat or whatever
Information-seeking question about historical Canadian tariffs and trade policy, seeking clarification on context.
@goombafreak
Mar 4, 2025
Did he say we just started better security yesterday?
Did he say we just started better security yesterday?
Seeks clarification about a specific statement made in the video regarding security measures.
Question
0.90
@stevesalisbury3657
Mar 4, 2025
New Brunswick is the only officially bilingual province in Canada.
New Brunswick is the only officially bilingual province in Canada.
A factual statement about Canadian provincial policy that appears to be informational rather than argumentative.
Question
0.90
myway8397
Feb 10, 2026
Take your tax information?? Is that what he said?
Take your tax information?? Is that what he said?
Seeks confirmation/clarification about what was stated in the video regarding tax information requirements.
Question
0.90
crocadoodle7101
Dec 10, 2025
Ask him what we have to pay Canada for tariffs? ?
Ask him what we have to pay Canada for tariffs? ?
A direct information-seeking question about tariff costs, requesting clarification on economic policy details.
Question
0.90
@tattooedteddy
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
He made this speech before Zelenskyy apologized didn't he?
He made this speech before Zelenskyy apologized didn't he?
Factual clarification question about the chronological sequence of events mentioned in the video.
Question
0.90
@kaceyilliot1669
Mar 4, 2025
Why is Justin still here?
Why is Justin still here?
Simple interrogative seeking information or expressing rhetorical questioning about Canadian leadership.
Question
0.90
@binkysteaver9880
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
but she knew the visa was temporary ?
but she knew the visa was temporary ?
Direct clarification question about whether the visa holder was aware of the temporary nature of their visa.
Question
0.90
Eric-kn4yn
Feb 13, 2026
????????????????????
????????????????????
String of question marks expressing confusion or skepticism without substantive content.
Question
0.90
@paulkho3670
Mar 4, 2025
Why are they coming from their own country ?
Why are they coming from their own country ?
Simple information-seeking question about immigration motivations, asking why people leave their home countries.
Question
0.90
GodWon3
Feb 13, 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)