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
Humor / Satire
4,434 comments
VELL…VELL…VELL…
VELL…VELL…VELL…
Stylized exclamation with exaggerated accent appears to be sarcastic or mocking commentary.
Humor / Satire
0.75
leftovers702
Jan 27, 2026
Canada is the new New deli
Canada is the new New deli
Sarcastic comparison of Canada to New Delhi, mocking demographic changes through ironic wordplay.
mojomojo2
Feb 12, 2026
I love seeing white people fight ????????????
I love seeing white people fight ????????????
Ambiguous comment using humor and emoji to comment on racial/ethnic dynamics, likely satirical or provocative.
@raytempus4212
Mar 4, 2025
Some MAGA maniacs, they may be listening to this may experience brain burst , too many words in one press conference that all are understandable and make sense and can be fact checked
Some MAGA maniacs, they may be listening to this may experience brain burst , too many words in one press conference that all are understandable and make sense and can be fact checked
Uses sarcastic/ironic commentary about MAGA supporters' cognitive capacity while implicitly critiquing political opponents.
@michaelpiantieri8913
Mar 4, 2025
White man who doesn’t have a job who depends on government (welfare ) talking about ppl intelligence ? I’m confused lol
White man who doesn’t have a job who depends on government (welfare ) talking about ppl intelligence ? I’m confused lol
Uses sarcastic questioning and ironic framing to mock someone's credibility, combining identity-based critique with comedic tone.
chikitasworld
Jan 28, 2026
Canadians are too weak to do anything besides ragepill about the issue online 😂
Canadians are too weak to do anything besides ragepill about the issue online 😂
Uses sarcasm and mockery to critique Canadian inaction on immigration, with implied call for stronger response.
NorthHollywood
Jan 27, 2026
peak shit bro
peak shit bro
Dismissive slang expression with no substantive content; appears to be sarcastic commentary on the video or discussion.
Humor / Satire
0.75
Alchemyst420
Jan 29, 2026
Hopefully, they all can either run a motel or work at 7-eleven!
Hopefully, they all can either run a motel or work at 7-eleven!
Uses sarcastic stereotyping about immigrant employment (motels, 7-Eleven) as dark humor to mock immigration policy.
kelsocampbell1301
Jan 6, 2026
Yes! Don, you are so dumb
Yes! Don, you are so dumb
A brief insult framed as sarcastic commentary, likely mocking a political figure mentioned in the video.
Humor / Satire
0.75
@KAREN93325
Mar 4, 2025
It's all of Canastan not just that place
It's all of Canastan not just that place
Uses wordplay ('Canastan') to sarcastically critique Canada's immigration policies through a derogatory portmanteau.
Buttersworth1
Jan 29, 2026
Trump Make Russia Great Again ???
Trump Make Russia Great Again ???
Uses sarcastic questioning to mock Trump's relationship with Russia, employing ironic framing rather than making a serious factual claim.
@Madhros
Mar 4, 2025
Loved the racist white guy on the bike. My hero!
Loved the racist white guy on the bike. My hero!
Uses sarcasm and irony to mock a person featured in the video, with 'My hero!' indicating satirical commentary.
HS-tg1qx
Jan 28, 2026
Freeloaders 😮
Freeloaders 😮
Single-word dismissive comment with emoji suggesting sarcastic or mocking tone toward immigrants.
Humor / Satire
0.75
user-ve5gs1wh1o
Nov 20, 2025
Canada will you adopt me?
Canada will you adopt me?
Lighthearted, joking request to be adopted by Canada, using humor to express admiration for the country.
@SaMOKie
Mar 4, 2025
COURSE AMERICA IS KISSING RUSSIA’S BARE AZZCHEEKS lmao all they good at is murdering. Look at their schools. Bunch of clowns.
COURSE AMERICA IS KISSING RUSSIA’S BARE AZZCHEEKS lmao all they good at is murdering. Look at their schools. Bunch of clowns.
Uses sarcasm and crude humor to mock America, with comparative framing against Canada implied.
@BigDaddyJaye
Mar 4, 2025
Indians Chinese 😂 Good luck Canada
Indians Chinese 😂 Good luck Canada
The comment uses dismissive humor ('😂') to mock specific immigrant groups while expressing demographic anxiety, blending satire with underlying concern.
RyanLee-q2b
Jan 30, 2026
Make it illegal to shit on the sidewalk, they will all move
Make it illegal to shit on the sidewalk, they will all move
Sarcastic proposal using crude humor to mock immigrants, combining satire with underlying threat rhetoric.
beremuts
Nov 16, 2025
^^ of course Donald Gay Dumb doesn't like Justin Trudeau, because everything that the Canadian PM says, make sense... ????
^^ of course Donald Gay Dumb doesn't like Justin Trudeau, because everything that the Canadian PM says, make sense... ????
Uses sarcasm and mocking tone ('Gay Dumb') to critique Trump's position on Trudeau, with ironic framing suggesting Trudeau's statements are sensible.
@videomailYT
Mar 4, 2025
We’re all the Russian bots and MAGAs at ???
We’re all the Russian bots and MAGAs at ???
Sarcastic comment about bot activity and MAGA supporters in the comment section, using irony to critique other commenters.
@gonzalobeltran4234
Mar 4, 2025
develop your communication skills , because once you open your mouth you tell the world who you are. Fucking Trump take note.
develop your communication skills , because once you open your mouth you tell the world who you are. Fucking Trump take note.
Uses sarcastic, mocking tone with crude language to satirize Trump's communication style and character.
Humor / Satire
0.75
@AssefaDargie-l3f
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)