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
Meta-Commentary
3,846 comments
7:53 the zoom in 😭😭💀
7:53 the zoom in 😭😭💀
Comment about a specific moment in the video (timestamp 7:53), reacting to editing choice rather than content.
Meta-Commentary
0.95
skyewyld5143
Jan 28, 2026
You lost me on your AD, adios
You lost me on your AD, adios
Direct criticism of the video's advertisement placement, expressing viewer dissatisfaction with content format.
Meta-Commentary
0.95
Vinicius-go6wh
Feb 27, 2026
Gotta love his videos tho...lol
Gotta love his videos tho...lol
Brief praise of the video creator and content, purely meta-level commentary.
Meta-Commentary
0.95
ahmedhossain1096
Jan 27, 2026
Great video
Great video
Brief praise of the video itself with no substantive engagement with immigration or policy content.
Meta-Commentary
0.95
@Alex-cw3rz
Mar 4, 2025
Based cyclist guy was spitting non stop facts.
Based cyclist guy was spitting non stop facts.
Brief endorsement of a person featured in the video, commenting on the video content rather than immigration policy itself.
Meta-Commentary
0.95
strauss7151
Feb 10, 2026
yooo you came here in montréal???
yooo you came here in montréal???
Casual comment about the video creator's location, addressing them directly about Montreal.
Meta-Commentary
0.95
Sara-fl7bh
Feb 10, 2026
Love your videos 🎉
Love your videos 🎉
Simple praise directed at the video/channel itself with no substantive engagement with immigration content.
Meta-Commentary
0.95
GabriellaSA-ww6ks
Feb 28, 2026
When did this channel turn so right wing. Unsubscribed.
When did this channel turn so right wing. Unsubscribed.
Comment about the channel's editorial direction and the commenter's decision to unsubscribe, directly addressing the video platform and creator.
Meta-Commentary
0.95
shawnoneill3041
Jan 27, 2026
Thank you for doing this video, We do not see diffrent sides of the story in the canadian media
Thank you for doing this video, We do not see diffrent sides of the story in the canadian media
Comment directly addresses the video creator and praises the content for presenting multiple perspectives.
Meta-Commentary
0.95
gunjanpandya00000
Jan 27, 2026
Great speech.
Great speech.
Brief positive evaluation of the video/speech itself without substantive engagement with immigration policy.
Meta-Commentary
0.95
@enidjamieson2447
Mar 4, 2025
I love the dude on the bike
I love the dude on the bike
Personal reaction to a video participant, focused on the content creator rather than immigration policy.
Meta-Commentary
0.95
CCCTHETHIRD
Jan 27, 2026
Good report
Good report
Brief approval of the video itself with no substantive engagement with immigration policy or arguments.
Meta-Commentary
0.95
sunsetwalker2923
Sep 23, 2025
5:04 what is the name of the song? \n\nNo comment about content in video
5:04 what is the name of the song? \n\nNo comment about content in video
Explicitly asks about video content (song name) and disclaims engagement with substantive video topic.
Meta-Commentary
0.95
@ohmpunk
Mar 5, 2025
Its back up!
Its back up!
The comment refers to the video being restored after deletion, directly addressing the platform/content status rather than the immigration topic.
Meta-Commentary
0.95
bogdany.4505
Feb 8, 2026
Thankyou for covering this
Thankyou for covering this
Simple acknowledgment of the video content, expressing appreciation for the coverage without substantive policy engagement.
Meta-Commentary
0.95
dawsonchaps2914
Jan 28, 2026
Hi I scored 18/20 huge thanks to your video I would recommend it to everyone🎉🎉🎉🎉
Hi I scored 18/20 huge thanks to your video I would recommend it to everyone🎉🎉🎉🎉
Comment about the video's helpfulness and recommendation, addressing the content creator and other viewers.
Meta-Commentary
0.95
vijaypavrocksgudimetla8194
Dec 19, 2025
I voted for Kamala!
I voted for Kamala!
Off-topic statement about voting in US election, unrelated to the video's Canadian immigration focus.
Meta-Commentary
0.95
@stickshiftt9127
Mar 4, 2025
Very Helpful video. Just passed my test today. Thanks for making this video.
Very Helpful video. Just passed my test today. Thanks for making this video.
Praises the video's helpfulness for passing a test, commenting on the video's utility rather than immigration content.
Meta-Commentary
0.95
babluzjazz856
Feb 23, 2026
We need a reaction video from @AsmonTV
We need a reaction video from @AsmonTV
Requests a reaction video from a specific YouTuber, commenting on video format and creator collaboration rather than immigration.
Meta-Commentary
0.95
njg_nick
Feb 23, 2026
Thank you for covering this Tyler.
Thank you for covering this Tyler.
Direct appreciation for the video creator's coverage, commenting on the content itself.
Meta-Commentary
0.95
187rugrat
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)