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
Why do you speak to everyone like your are slow then talk to the audience regularly?
Why do you speak to everyone like your are slow then talk to the audience regularly?
Commenter is critiquing the video creator's presentation style and how they interact with interview subjects versus the audience.
Meta-Commentary
0.85
TRLawrenceArinze
Jan 28, 2026
Guy at 2:05 should be a model for what to do
Guy at 2:05 should be a model for what to do
References a specific timestamp in the video and comments on someone's behavior as exemplary.
Meta-Commentary
0.85
crockbrown5316
Jan 29, 2026
Hmm let's talk about the thumbnail and the cluckbait in video of trash we were showen 😊
Hmm let's talk about the thumbnail and the cluckbait in video of trash we were showen 😊
Commenter critiques the video itself, specifically its thumbnail and clickbait presentation.
Meta-Commentary
0.85
ShreenidhiNvbd
Jan 29, 2026
tuff timingggg fire viddd
tuff timingggg fire viddd
Comment praises the video's timing and quality, directly addressing the content itself rather than immigration topics.
Meta-Commentary
0.85
otmcloak9734
Jan 27, 2026
4:50 about sums its up lol
4:50 about sums its up lol
References a specific timestamp in the video with laughter, indicating commentary on video content rather than immigration discourse.
Meta-Commentary
0.85
TallTrash
Jan 28, 2026
Trump is a damn fool' and he's crazy
Trump is a damn fool' and he's crazy
Comment dismisses a political figure with insults rather than engaging with substantive content, functioning as meta-level criticism of the speaker.
Meta-Commentary
0.85
@toneyingram732
Mar 4, 2025
Why is Amber Heart on the left ??
Why is Amber Heart on the left ??
Comment questions the video's visual composition (positioning of a person), which is meta-commentary about the video itself rather than immigration policy.
Meta-Commentary
0.85
@alexandru-nicolaebucur1542
Mar 4, 2025
You found a very racist white on your video. Congratulations.
You found a very racist white on your video. Congratulations.
Comment about another commenter's perceived racism, critiquing the video's content and audience rather than discussing immigration policy.
Meta-Commentary
0.85
batosato
Jan 29, 2026
GREAT SPEECH
GREAT SPEECH
Brief praise of the video/speech content itself without substantive policy engagement.
Meta-Commentary
0.85
@Turretdown_Hero
Mar 4, 2025
dudes farming off hate , what a fucking loser.
dudes farming off hate , what a fucking loser.
Criticizes the video creator's motives and character, commenting on the content production itself rather than immigration policy.
Meta-Commentary
0.85
gravisverycool
Jan 29, 2026
The Whyte guy talking is absolute trash..🚮 he sounds like he has an IQ of 20 and yet he talks down on ppl with 70’s.. what a buffoon..
The Whyte guy talking is absolute trash..🚮 he sounds like he has an IQ of 20 and yet he talks down on ppl with 70’s.. what a buffoon..
Personal attack on a person appearing in the video, criticizing their intelligence and demeanor rather than addressing immigration policy.
Meta-Commentary
0.85
fredandjaytv
Jan 27, 2026
Your MAGA FBI director is what exactly?
Your MAGA FBI director is what exactly?
Questions the video creator's framing or authority by referencing an external political figure, critiquing the narrative presented.
Meta-Commentary
0.85
Humanbeing-bf1hp
Jan 28, 2026
He sounds like Trump wannabe.
He sounds like Trump wannabe.
Comparison of a video subject to Trump, critiquing their rhetorical style rather than engaging with immigration policy substance.
Meta-Commentary
0.85
frankwilliams6800
Feb 28, 2026
12:39 😅 journalism? This guy is retarded! 😂
12:39 😅 journalism? This guy is retarded! 😂
The comment critiques the video creator's journalism skills and credibility, attacking the person rather than discussing immigration policy.
Meta-Commentary
0.85
AdrianHertz
Jan 28, 2026
I feel if tyler is making a video about it…it’s an issue…
I feel if tyler is making a video about it…it’s an issue…
Comment about the video creator and the significance of the video topic itself.
Meta-Commentary
0.85
ssyyddbbyy
Jan 28, 2026
Cyclist doesn’t realise he’s actually falling for propaganda
Cyclist doesn’t realise he’s actually falling for propaganda
The commenter critiques the reasoning or perspective of someone featured in the video (the cyclist).
Meta-Commentary
0.85
KR-rs2wk
Jan 28, 2026
The guy with the bike is so funny
The guy with the bike is so funny
Comment references a specific moment in the video ('the guy with the bike') and expresses amusement, focusing on the video content rather than immigration policy.
chachicorbella4961
Jan 28, 2026
Man this channel gets more racism every video but I’m here for it
Man this channel gets more racism every video but I’m here for it
Comment about the video channel itself, noting perceived increase in racist content while expressing continued viewership.
Meta-Commentary
0.85
CYB3RN4UT
Jan 27, 2026
16:06 he was saying lemme talk to u
16:06 he was saying lemme talk to u
Comment references a specific moment in the video (16:06) and describes what someone was saying, focusing on the video content itself.
Meta-Commentary
0.85
Mann-s4r
Jan 29, 2026
2:19 he’s not going back. That’s a lie
2:19 he’s not going back. That’s a lie
Direct commentary on the video's content and narrative, questioning the truthfulness of a depicted moment.
Meta-Commentary
0.85
joptv1591
Jan 28, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)