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
I got an ad for you (on curiosity) on this video.... What
I got an ad for you (on curiosity) on this video.... What
Comments on an advertisement appearing on the video itself, directly addressing the platform/content experience.
Meta-Commentary
0.95
@johntate6391
Mar 4, 2025
The motel you stayed at in montreal is one of the sketchiest motels on the island lol!
The motel you stayed at in montreal is one of the sketchiest motels on the island lol!
Comment about the specific location featured in the video, providing contextual information about the motel shown.
Meta-Commentary
0.95
garganaut6080
Jan 28, 2026
Could you send this video into pdf
Could you send this video into pdf
Comment requests a technical modification to the video content itself, which is meta-commentary about the video format.
Meta-Commentary
0.95
F733_F
Jan 29, 2026
In the first 5 min gang 💪🏻
In the first 5 min gang 💪🏻
Comment about being an early viewer of the video, purely meta-engagement with no substantive content.
Meta-Commentary
0.95
Dj99113
Jan 27, 2026
Ur fucking awesome for this thanks tyler
Ur fucking awesome for this thanks tyler
Direct praise of the creator (Tyler) and the video content.
Meta-Commentary
0.95
AsceticDev
Jan 27, 2026
Ryerson mentioned
Ryerson mentioned
Brief reference to content mentioned in the video (Ryerson), commenting on the video itself rather than the immigration topic.
Meta-Commentary
0.95
goodnessgraciouspalpable
Jan 28, 2026
I’m just here for the comments lol
I’m just here for the comments lol
Comment about engagement with the comment section itself rather than the video topic.
Meta-Commentary
0.95
BubbaTheChihuahua1
Jan 27, 2026
Who's the woman to Trudeau's right??
Who's the woman to Trudeau's right??
Question about a person visible in the video, directly addressing the video content rather than the topic.
Meta-Commentary
0.95
@anneeq008
Mar 4, 2025
Eww yuck cnn
Eww yuck cnn
Comment dismisses the video source (CNN) rather than engaging with immigration content.
Meta-Commentary
0.95
@Filam_Prepper
Mar 4, 2025
How is it journalistic commentary to quote word for word what we just listened to?
How is it journalistic commentary to quote word for word what we just listened to?
Directly critiques the video's journalistic approach and editing choices.
Meta-Commentary
0.95
@Cagstok
Mar 4, 2025
thank you for covering this
thank you for covering this
Direct comment about the video content itself, thanking the creator for coverage.
Meta-Commentary
0.95
ktextreme
Jan 27, 2026
Second episode or reupload
Second episode or reupload
Questions whether the video is a new episode or reupload, purely about the video itself.
Meta-Commentary
0.95
NoPr0gress
Jan 27, 2026
Thank god you're covering this Tyler
Thank god you're covering this Tyler
Comment addresses the video creator directly, expressing appreciation for the content coverage.
Meta-Commentary
0.95
LightYagamiC
Jan 27, 2026
I hate Tyler omg stop posting
I hate Tyler omg stop posting
Direct criticism of the video creator and request for them to stop posting, purely about the channel and content.
Meta-Commentary
0.95
peeryoxide6742
Jan 27, 2026
Amazing job by the interviewer !
Amazing job by the interviewer !
Comment praises the interviewer's performance, directly addressing the video/content itself rather than immigration policy.
Meta-Commentary
0.95
kenz5873
Feb 23, 2026
Is this video incomplete? Kinda ends abruptly. ...?
Is this video incomplete? Kinda ends abruptly. ...?
Question about video editing/completeness, focused on technical aspects of the video itself.
Meta-Commentary
0.95
ltldev
Jan 27, 2026
DECEnnttttttttttttttttttt
DECEnnttttttttttttttttttt
Appears to be spam or bot-like gibberish with repeated characters, not substantive discourse about the topic.
Meta-Commentary
0.95
@Levente20
Mar 4, 2025
I’m glad u finally made a video about this
I’m glad u finally made a video about this
Comment about the video itself, expressing approval of the creator's content choice.
Meta-Commentary
0.95
UndeadSlayer5
Jan 27, 2026
Did you see my comment?
Did you see my comment?
Direct question to the creator about visibility of a previous comment, purely meta-level engagement.
Meta-Commentary
0.95
fishingwithjack2.0
Jan 27, 2026
Thx for putting it so bluntly.
Thx for putting it so bluntly.
Brief acknowledgment of the video content without substantive engagement with the topic.
Meta-Commentary
0.95
@ScarecrowzTube
Mar 4, 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)