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
Not good at all
Not good at all
Brief evaluative statement about the video itself without substantive engagement with immigration topic.
Meta-Commentary
0.75
SeawardPuppy
Jan 30, 2026
Gng why he dissing oh us africans
Gng why he dissing oh us africans
Questions the video creator's apparent criticism of African people, commenting on the video's content rather than immigration policy itself.
Meta-Commentary
0.75
AnythingHappens1
Jan 29, 2026
CBC lies. Can't believe this liberal supported media.
CBC lies. Can't believe this liberal supported media.
Comment criticizes CBC as 'liberal supported media' and dismisses the video source, which is meta-commentary about the channel/media outlet rather than substantive immigration policy critique.
tomcross6819
Jul 20, 2025
Damn what a trash channel. White supremacist latin….. You can’t make this ish up!
Damn what a trash channel. White supremacist latin….. You can’t make this ish up!
Criticism of the channel itself and its perceived ideological stance, with accusatory framing.
mozbius
Feb 3, 2026
daily reminder that people actually voted for this
daily reminder that people actually voted for this
Commentary on the voting public and electoral outcomes, with implicit criticism of democratic choices made by voters.
@LeekyTurtle
Mar 4, 2025
So you're one of those people who talk in a weird accent when conversing with people who are foreign or who speak a different language. So bizarre and weird that you can't just talk in …
So you're one of those people who talk in a weird accent when conversing with people who are foreign or who speak a different language. So bizarre and weird that you can't just talk in your normal accent.
Critiques the video creator's behavior and communication style rather than discussing immigration policy itself.
Meta-Commentary
0.75
General_Junkie
Jan 28, 2026
The chubby dude on the bike speaks the truth.
The chubby dude on the bike speaks the truth.
Comment references a specific person in the video ('chubby dude on the bike') and endorses their statement, focusing on the video content itself.
Meta-Commentary
0.75
southbound1969
Feb 3, 2026
15:39 I SUPPORT ICE
15:39 I SUPPORT ICE
References a specific timestamp in the video and expresses support for ICE (likely U.S. Immigration and Customs Enforcement), commenting on video content.
Meta-Commentary
0.75
quickdemon18
Feb 4, 2026
is the sponsorship money worth speaking obvious lies when you talk for a living?
is the sponsorship money worth speaking obvious lies when you talk for a living?
Commenter questions the video creator's credibility and motivations, critiquing their statements as dishonest, which is primarily meta-commentary about the speaker rather than substantive policy analysis.
rileyham9058
Jan 29, 2026
They ignored me lol how’s it feel lol
They ignored me lol how’s it feel lol
References being ignored by video creators or commenters, making meta-commentary about interaction within the comment section.
Meta-Commentary
0.75
justinbumpers3826
Feb 6, 2026
Wow. So many problems with this video. Never come to my city again trying to spin this narrative.
Wow. So many problems with this video. Never come to my city again trying to spin this narrative.
Commenter criticizes the video's narrative framing and accuses the creator of spreading a particular spin, focusing on the video itself rather than substantive policy analysis.
Spitty95
Jan 28, 2026
Reagan was right, liberals know a lot about things that aren’t so Delusional nutcases
Reagan was right, liberals know a lot about things that aren’t so
Delusional nutcases
Dismissive commentary about political opponents (liberals) and Reagan, functioning as meta-political critique rather than substantive immigration discussion.
Meta-Commentary
0.75
tipsy09
Aug 28, 2025
Tyler is a pos and a scumbag. Using words like invasion. He goes around making cultures look goofy. I would love to kick his ass and I prey the day I bump into him
Tyler is a pos and a scumbag. Using words like invasion. He goes around making cultures look goofy. I would love to kick his ass and I prey the day I bump into him
Personal attack on creator for using inflammatory language and stereotyping, with threat of violence.
SamWasserman-k5s
Feb 7, 2026
Haven`t turned against anyone who lives and works here EVER ! Who the "F" are you !?? I am 66 years old born July 1 and i ha ve never discriminated against anyone . And …
Haven`t turned against anyone who lives and works here EVER ! Who the "F" are you !?? I am 66 years old born July 1 and i ha ve never discriminated against anyone . And i would and have fpu if they did it in front of me ya looser content "creator" . ffs
Primarily addresses the video creator's framing and accusations, defending personal non-discriminatory stance while critiquing the content.
MrMAC8964
Aug 28, 2025
Uncle on bike is definitely a groyper
Uncle on bike is definitely a groyper
Makes an observation about a person visible in the video, using coded political terminology.
Meta-Commentary
0.75
podcatchannels2292
Feb 7, 2026
It's great idea to get views 😊 Just make videos on India and disrespect them
It's great idea to get views 😊
Just make videos on India and disrespect them
Criticizes the video creator's motives, accusing them of disrespecting India for views; commentary on the channel's content strategy.
Meta-Commentary
0.75
KNOWING_EYES
Feb 7, 2026
you got to explore zorro ranch next
you got to explore zorro ranch next
Comment about the video content itself, suggesting a location for the creator to explore next.
Meta-Commentary
0.75
1234bcadlog
Feb 7, 2026
Pay attention to were u are standing. Get out of ppls way.
Pay attention to were u are standing. Get out of ppls way.
Observation about behavior in the video, likely commenting on someone's conduct shown in footage.
Meta-Commentary
0.75
RobbTrades4130
Feb 7, 2026
White dude with mittens spitting facts.
White dude with mittens spitting facts.
Commenter references the creator's race/appearance while endorsing the channel's message, mixing commentary on the creator with implicit identity framing.
Patriot-nz5lz
Feb 7, 2026
Love the BGM. Appropriate for the clown circus going on in Canada. Oh, and, yep, housing. :/
Love the BGM. Appropriate for the clown circus going on in Canada. Oh, and, yep, housing. :/
Comments on the video's background music and uses sarcasm to critique the immigration situation, primarily addressing the video itself.
rcchin7897
Jun 20, 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)