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
As an indian, I suggest you to visit the T20 world Cup final in Ahmedabad if India qualifies, also visit Srinagar and Shillong. Youtubers like you only visit those bad places of India which even …
As an indian, I suggest you to visit the T20 world Cup final in Ahmedabad if India qualifies, also visit Srinagar and Shillong. Youtubers like you only visit those bad places of India which even I dont like. Visit the mountains, beaches, Forests and cricket matches. You will surely love it.
Comment critiques the video creator's travel choices and suggests alternative destinations, focusing on the content and creator rather than immigration policy.
Meta-Commentary
0.75
simapaul4583
Feb 20, 2026
Old mcdonald had a farm
Old mcdonald had a farm
Nonsensical nursery rhyme reference unrelated to the video content, likely spam or off-topic commentary.
Meta-Commentary
0.75
@latoniamoodley7562
Mar 4, 2025
The comment section is full of sentimentalities…. Far from reality guys
The comment section is full of sentimentalities…. Far from reality guys
Critiques the comment section itself for lacking realism, functioning as meta-commentary on discourse quality.
@twinsprofile
Mar 4, 2025
Weird... this video didnt cause Tyler any trouble.... but the one in NY with a different type of invasion sure did..... 🤔
Weird... this video didnt cause Tyler any trouble.... but the one in NY with a different type of invasion sure did..... 🤔
Questions why this video didn't cause trouble while another similar video did, commenting on platform moderation and video reception.
Meta-Commentary
0.75
user-sx1fg7lc3c
Mar 2, 2026
His days ending soon..
His days ending soon..
A vague prediction about a political figure's tenure, functioning as commentary on the speaker rather than substantive discourse.
Meta-Commentary
0.75
@prannoyroy9347
Mar 4, 2025
He is such a Brilliant Leader
He is such a Brilliant Leader
Brief praise of the speaker (Trudeau) in response to the video content, commenting on his leadership qualities.
Meta-Commentary
0.75
@tychodragon
Mar 4, 2025
You love Indian food?? Really?
You love Indian food?? Really?
Questions or critiques the video content itself, likely responding to a specific claim or segment about food preferences.
Meta-Commentary
0.75
JMBBrasil
Feb 20, 2026
This guy is an idiot and that’s why he’s on his way out the door
This guy is an idiot and that’s why he’s on his way out the door
Off-topic personal attack on Trump unrelated to Canadian immigration policy or content.
Meta-Commentary
0.75
@bz4shez
Mar 4, 2025
"Investigating" = Monitor
"Investigating" = Monitor
Brief commentary questioning the terminology used in the video, suggesting 'investigating' is euphemistic for 'monitor.'
@brutos17
Feb 21, 2026
No tele prompt just heart felt word
No tele prompt just heart felt word
Comments on the Prime Minister's delivery style and authenticity rather than policy content.
Meta-Commentary
0.75
@osheashaqueal9347
Mar 4, 2025
Same old story, if we only look for the desired result, the cause remains unchanged...
Same old story, if we only look for the desired result, the cause remains unchanged...
Philosophical observation about the video's argument structure, suggesting the discussion misses root causes.
Meta-Commentary
0.75
terryjones7299
Feb 17, 2026
Wow, this idiot reminds me of somone.....oh yeah little z
Wow, this idiot reminds me of somone.....oh yeah little z
Comment critiques the video subject/person ('this idiot') and makes a vague comparative reference, focusing on the individual rather than substantive issues.
Meta-Commentary
0.75
@YazzieMcGee
Mar 4, 2025
Try adding another zero Global tv
Try adding another zero Global tv
Comment directed at 'Global tv' (the broadcaster) critiquing the video itself rather than immigration policy.
Meta-Commentary
0.75
Stonesour1
Feb 18, 2026
I didn't know CNN is a Canadian news agency and so anti American
I didn't know CNN is a Canadian news agency and so anti American
Comments on the video source (CNN) and its perceived bias, with secondary identity framing about American vs. Canadian perspectives.
@davidt2963
Mar 4, 2025
Oh Jason Kenny the cuck bye
Oh Jason Kenny the cuck bye
Uses derogatory language and sarcasm to dismiss a political figure mentioned in the video, combining personal attack with dismissive commentary.
bridgitfrostad4962
Feb 18, 2026
Dems coming out from the sewers commenting this video
Dems coming out from the sewers commenting this video
Comment critiques other commenters ('Dems') and their participation in the discussion, with partisan framing.
@endrisula24
Mar 4, 2025
Is t this guy 2 weeks past his 2 weeks notice? Yawn.
Is t this guy 2 weeks past his 2 weeks notice? Yawn.
Dismissive comment about the video subject using sarcasm, treating the content as unworthy of attention rather than engaging with substantive issues.
@adammellon2010
Mar 4, 2025
Notice how much he has to flatter Trump. He knows that the way to get an idea into Trump's head is through his ego.
Notice how much he has to flatter Trump. He knows that the way to get an idea into Trump's head is through his ego.
Commentary on the video content and Trudeau's rhetorical strategy toward Trump, analyzing the speaker's approach rather than discussing policy.
Meta-Commentary
0.75
@modularcuriosity
Mar 4, 2025
Fake news cnn
Fake news cnn
Comment dismisses the video/source as 'fake news,' critiquing the media outlet rather than engaging with immigration content.
Meta-Commentary
0.75
@ayaanmtl9137
Mar 4, 2025
He’s not completely wrong
He’s not completely wrong
Brief evaluative comment on the speaker's argument without substantive engagement with specific policy or claims.
Meta-Commentary
0.75
@ericwilliams2185
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)