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
What specific actions by Canada would stop the tariffs?
What specific actions by Canada would stop the tariffs?
Direct information-seeking question about specific policy actions to resolve a trade dispute.
Question
0.95
@tdunn2
Mar 4, 2025
How about Filipinos ?
How about Filipinos ?
Simple information-seeking question about Filipino immigration eligibility or representation.
Question
0.95
rvbiazon8888
Jan 27, 2026
Can I please become a Canadian?
Can I please become a Canadian?
Direct information-seeking question about Canadian citizenship eligibility.
Question
0.95
@AntisocialAtheist1
Mar 4, 2025
Will this make eggs cheaper?
Will this make eggs cheaper?
Direct information-seeking question about economic impact of immigration policy on egg prices.
Question
0.95
@unitfps
Mar 4, 2025
Anything for students employment opportunities or are they just for foreign students still?
Anything for students employment opportunities or are they just for foreign students still?
Direct information-seeking question about employment opportunities for students in Canada.
Question
0.95
whathandleUtalkabt
Jan 11, 2026
Speak directly? Where is Trump there?
Speak directly? Where is Trump there?
Direct question seeking clarification about Trump's presence or involvement in the video content.
Question
0.95
@whitebird357
Mar 4, 2025
Didn’t Trudeau resign?
Didn’t Trudeau resign?
Direct factual question seeking clarification about a political event.
Question
0.95
@Ann-f6p5z
Mar 4, 2025
Who are the primary fentanyl customers? ?
Who are the primary fentanyl customers? ?
Direct information-seeking question about fentanyl consumption patterns.
Question
0.95
@jlmctv
Mar 4, 2025
Two questions. 1. Why canada bringing so many people? 2. Why these people naking brampton to browntown.
Two questions.
1. Why canada bringing so many people?
2. Why these people naking brampton to browntown.
Direct information-seeking questions about immigration policy and demographic changes in specific locations.
Question
0.95
Totempoles7
Sep 21, 2025
Is Punjab in India?
Is Punjab in India?
The commenter is asking a straightforward factual question about geography.
Question
0.95
Shonna2234
Feb 28, 2026
What is the difference between a foreigner and foreign national? Really odd language.
What is the difference between a foreigner and foreign national? Really odd language.
Directly asks for clarification on terminology used in the video.
Question
0.95
rupasandhu6061
Feb 18, 2026
Algoma university is in sault ste Marie Ontario
Algoma university is in sault ste Marie Ontario
Factual correction/clarification about the location of Algoma University mentioned in the video.
Question
0.95
Steven-i9l
Jan 28, 2026
are you still in montreal?
are you still in montreal?
Simple information-seeking question about the creator's location.
Question
0.95
ttvJimmyJones999
Jan 27, 2026
Çeviri lütfen
Çeviri lütfen
A straightforward request for translation of the video content into Turkish.
Question
0.95
Freefire-o8m6z
Jan 27, 2026
Is he still the PM of Canada, I think he has resigned ????
Is he still the PM of Canada, I think he has resigned ????
Seeks clarification about the current PM's status through direct questioning.
Question
0.95
@ExploreEveryThing69
Mar 4, 2025
He is still PM?
He is still PM?
Direct factual question seeking clarification about current political status.
Question
0.95
@Mike-hz4cp
Mar 4, 2025
What is happening on trump administration
What is happening on trump administration
Direct information-seeking question about Trump administration actions.
Question
0.95
@pinoyako2820
Mar 4, 2025
Is Canada taking Americans ????
Is Canada taking Americans ????
Direct information-seeking question about whether Canada is accepting American immigrants.
Question
0.95
@queenmindsetcoach4983
Mar 4, 2025
Can I move to Canada
Can I move to Canada
Direct information-seeking question about immigration eligibility and process.
Question
0.95
@brittobrien6230
Mar 4, 2025
Liability free?
Liability free?
Brief clarification question about legal liability.
Question
0.95
AnnaAnnieAnneofGreenGables
Nov 20, 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)