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 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
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
pls do bangladesh side pls
pls do bangladesh side pls
Simple request for the video creator to cover Bangladesh in future content.
Question
0.95
OnexBlox444
Feb 16, 2026
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
Who put who on notice?
Who put who on notice?
Direct clarification question seeking information about who issued a notice to whom.
Question
0.95
@brendaglassco1862
Mar 4, 2025
I thought he was stepping down?
I thought he was stepping down?
Direct information-seeking question about whether someone was stepping down.
Question
0.95
@bryanttaylor4300
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
Bro Dubbing this episode please
Bro Dubbing this episode please
Simple request for video dubbing in another language, unrelated to immigration discourse.
Question
0.95
Dynamo-on
Jan 29, 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
You guys all right?
You guys all right?
Simple question checking on the wellbeing of the video creators.
Question
0.95
demboufisiru4513
Jan 27, 2026
What happened in the end????
What happened in the end????
Direct question seeking clarification about the video's conclusion.
Question
0.95
aliexq
Jan 27, 2026
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
Is the ad actually real?
Is the ad actually real?
The comment is a straightforward factual question asking whether an advertisement mentioned in the video is authentic.
Question
0.95
leonardobravo6151
Jan 27, 2026
During that time how many were let in and what will that cost.
During that time how many were let in and what will that cost.
Direct information-seeking about immigration numbers and associated costs.
Question
0.95
johnsissons7094
Dec 26, 2025
Is Canada accepting refugees?
Is Canada accepting refugees?
Direct information-seeking question about Canadian refugee acceptance policy.
Question
0.95
@steveg1833
Mar 4, 2025
Would Canada like to join the EU?
Would Canada like to join the EU?
Direct information-seeking question about Canada's potential EU membership.
Question
0.95
@Prunella304
Mar 4, 2025
Hi do you have the link to the slideshow ?
Hi do you have the link to the slideshow ?
Direct information-seeking request for a resource link related to the video content.
Question
0.95
bansnabs5523
Feb 23, 2026
How easy is it to get an licences in that place.
How easy is it to get an licences in that place.
Direct information-seeking question about licensing requirements in the location discussed.
Question
0.95
luqsule8309
Jan 27, 2026
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
Where is this
Where is this
Simple factual question seeking location information about the video's setting.
Question
0.95
jeffeverts7749
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)