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
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
So how do i defect from the USA to Canada.
So how do i defect from the USA to Canada.
Direct information-seeking question about immigration procedures from USA to Canada.
Question
0.95
@johnguile1966
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
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
what's happening to Canada?
what's happening to Canada?
Direct question seeking information or expressing concern about changes in Canada, though rhetorical in nature.
Question
0.95
pauvargas1048
Oct 4, 2025
I passed my test on August 1st till today September 5th i have not yet been invited for the ceremony is that normal?😢😢😢
I passed my test on August 1st till today September 5th i have not yet been invited for the ceremony is that normal?😢😢😢
Direct information-seeking question about citizenship ceremony timing and procedures, seeking clarification on immigration process.
Question
0.95
RichFamousRevealed-2025
Sep 5, 2025
79,000 in Canada or just Ontario
79,000 in Canada or just Ontario
Seeks clarification about the geographic scope of statistics mentioned in the video.
Question
0.95
sofieb1575
Oct 2, 2025
I don't understand why this is happening. Why are we doing this?
I don't understand why this is happening. Why are we doing this?
Seeks information and clarification about the reasons behind a policy or action, expressed as genuine confusion.
Question
0.95
@ArkhamScarecr0w1
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
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
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
How about Filipinos ?
How about Filipinos ?
Simple information-seeking question about Filipino immigration eligibility or representation.
Question
0.95
rvbiazon8888
Jan 27, 2026
Tomorrow I have citizenship test.I studied in this video. Do think I can pass
Tomorrow I have citizenship test.I studied in this video. Do think I can pass
User is seeking reassurance and asking for an opinion about their chances of passing an upcoming citizenship test.
Question
0.95
sahlekahsay1221
Jun 4, 2025
Why wait until Oct?
Why wait until Oct?
Simple clarification question seeking information about timing mentioned in the video.
Question
0.95
@WorkersUnited111
Feb 23, 2026
whos trudeau
whos trudeau
Simple information-seeking question asking for identification of who Trudeau is.
Question
0.95
@burninktattoo
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
How they are going to host the FIFA world cup 2026 together ?
How they are going to host the FIFA world cup 2026 together ?
Direct information-seeking question about logistical feasibility of hosting FIFA World Cup 2026.
Question
0.95
@marwan0511
Mar 4, 2025
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
Are they from Venezuela?
Are they from Venezuela?
Direct information-seeking question about the national origin of immigrants discussed in the video.
Question
0.95
slappychan_
Jan 6, 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)