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
Isn’t he supposedly step down?
Isn’t he supposedly step down?
Direct factual question about Trudeau's political status, seeking clarification on current events.
Question
0.95
@WorldTopSeven
Mar 4, 2025
May I get the PDF download link for practice
May I get the PDF download link for practice
Direct request for a PDF download link, seeking specific information or resources.
Question
0.95
kmjamirulislam
Jan 21, 2026
Do Maryland next
Do Maryland next
Simple request for the creator to produce similar content about Maryland, seeking information or action.
Question
0.95
ryanlevin1912
Feb 26, 2026
I'm currently applying for citizenship, and I guess this video should still be applicable to the citizenship application test in 2026?! What do you think? Thank you!
I'm currently applying for citizenship, and I guess this video should still be applicable to the citizenship application test in 2026?! What do you think? Thank you!
Direct information-seeking query about the relevance of video content to a future citizenship test application.
Question
0.95
beatriceng4923
Jan 19, 2026
How and where does a Canadian citizen go to report this wrong doing?
How and where does a Canadian citizen go to report this wrong doing?
Direct information-seeking question about how to report alleged wrongdoing to authorities.
Question
0.95
shernazirani8271
Sep 29, 2025
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
Someone please correct me if I'm not thinking about this correctly... if fentanyl is coming into the US from Canada, wouldn't that be a problem for the US border patrol...?
Someone please correct me if I'm not thinking about this correctly... if fentanyl is coming into the US from Canada, wouldn't that be a problem for the US border patrol...?
Direct request for clarification about fentanyl border logistics, framed as a genuine information-seeking question.
Question
0.95
@emlynsheeley3107
Mar 4, 2025
What school food program?
What school food program?
Simple clarification question seeking information about a school food program mentioned in the video.
Question
0.95
crazycarbo
Jan 20, 2026
Is this additional to the existing Canadian tariffs that exist on US products already or are you reducing existing Tariffs to 25 percent?
Is this additional to the existing Canadian tariffs that exist on US products already or are you reducing existing Tariffs to 25 percent?
Directly seeks clarification about tariff policy specifics with a clear interrogative structure.
Question
0.95
@douglaserb1
Mar 4, 2025
Didn't he resign?
Didn't he resign?
Simple factual question seeking clarification about whether a political figure resigned.
Question
0.95
@Dan-hz5tg
Mar 4, 2025
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
whos trudeau
whos trudeau
Simple information-seeking question asking for identification of who Trudeau is.
Question
0.95
@burninktattoo
Mar 4, 2025
I thought that fentanyl is required for surgical general anesthesia?
I thought that fentanyl is required for surgical general anesthesia?
The commenter is asking a clarification question about fentanyl's role in surgical anesthesia, seeking information.
Question
0.95
@jsnthurst1
Mar 4, 2025
Mine is online test do they give all the information how and when the test will be taken and which website
Mine is online test do they give all the information how and when the test will be taken and which website
Straightforward information-seeking question about online test procedures and logistics.
Question
0.95
ZeenatAkhtar-c8c
Dec 24, 2025
1:20 is he talking about cutting electricity across the border?
1:20 is he talking about cutting electricity across the border?
Seeks clarification about a specific statement made in the video regarding electricity.
Question
0.95
@iceetmarne3571
Mar 4, 2025
What scores to take ielts test for citizenship?
What scores to take ielts test for citizenship?
Direct information-seeking question about IELTS test score requirements for Canadian citizenship.
Question
0.95
Millionaire789
Dec 4, 2025
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
who is your ally
who is your ally
Simple information-seeking question about who is being referenced as an ally.
Question
0.95
@AlanSmith-t1i
Mar 4, 2025
why aren't they required to have a return airline ticket?
why aren't they required to have a return airline ticket?
Direct information-seeking question about immigration requirements and procedures.
Question
0.95
777thlee
Dec 25, 2025
Quick question, everyone- I just did my exam and got 15/20. I passed, right? I don't have to redo it again. The requirement document that they sent, they said we need to get 15 out …
Quick question, everyone- I just did my exam and got 15/20. I passed, right? I don't have to redo it again. The requirement document that they sent, they said we need to get 15 out of 20. So, I'm assuming I pass. Please someone reply.🙏
Information-seeking request for confirmation about exam passing status based on stated requirements.
Question
0.95
Mariapeiris2002
Dec 22, 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)