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
Thank God , there is no Brown Sepoy in comments barking"As an InDiAn I aGrEe WiTh yOu SaAr".
Thank God , there is no Brown Sepoy in comments barking"As an InDiAn I aGrEe WiTh yOu SaAr".
Uses sarcastic mockery of a perceived immigrant group's speech patterns and online behavior.
Putin_Baba_6
Jan 27, 2026
CANADA IS A JOKE 🇨🇦🤣
CANADA IS A JOKE 🇨🇦🤣
Uses sarcasm and emoji to mock Canada's immigration handling, employing humor to express criticism.
MrAnselm77
Jan 19, 2026
6:59 that ? “Donald” sent me to the moon ? ??
6:59 that ? “Donald” sent me to the moon ? ??
Joking reference to a video timestamp and Trump, using emoji and playful tone to mock or satirize.
@blxvkpxndx
Mar 4, 2025
Brampton needs ice
Brampton needs ice
Cryptic one-liner likely making a sarcastic or coded reference to a city/demographic, using humor or innuendo.
Humor / Satire
0.75
shermantwip7485
Jan 27, 2026
Do animals at the zoo pay the keepers. Then whyxwoukd a canadian pay taxes to these psycopaths
Do animals at the zoo pay the keepers. Then whyxwoukd a canadian pay taxes to these psycopaths
Uses sarcastic analogy comparing immigrants to zoo animals to critique taxation and immigration policy.
pokey-m2w
Jan 19, 2026
Guess who is eating popcorn and watching this laughing....Yes Vladimir....
Guess who is eating popcorn and watching this laughing....Yes Vladimir....
Uses sarcastic humor to suggest geopolitical advantage for Russia/Putin amid the conflict, with underlying threat concern.
@empollonmilhouse
Mar 4, 2025
Bike buddy was too honest….
Bike buddy was too honest….
Characterizes the bike character as 'too honest,' using ironic tone to comment on his behavior.
Humor / Satire
0.75
Grumpybred_yt
Jan 29, 2026
Probably wishing they had sleepy Jo’s back ?????????
Probably wishing they had sleepy Jo’s back ?????????
Sarcastic comment with emoji suggesting ironic nostalgia for a previous political figure.
Humor / Satire
0.75
@skibbydweez2647
Mar 4, 2025
It was never about Phentanyl and or the border. It was always about Trump being jealous of Justin.\n\nRemember how Trump's daughter Ivanka and his wife Melania oogled and tried to inhale Justin during Trump's first …
It was never about Phentanyl and or the border. It was always about Trump being jealous of Justin.\n\nRemember how Trump's daughter Ivanka and his wife Melania oogled and tried to inhale Justin during Trump's first presidency, and whenever they met after the presidency any type of meetings and forums.\n\nAlso, Justin is much younger than Trump; he is goodlooking, he is rich...not nouveau riche like Trump; he came from class, not like Trump who is 'jumped up'; and most of all he has hair, glorious hair.\nJump is jealous. That is why he's alway trying to belittle Justin.\n\nToo bad for Trump?
Uses sarcastic, absurdist reasoning (Trump jealous over Trudeau's hair and attractiveness) to mock Trump, blending satirical commentary with identity-based framing.
@marilynottley-lorant7923
Mar 4, 2025
This white man dont know about indians and how some are muslims but dont like muslims but like indians backward ass bitch 😂
This white man dont know about indians and how some are muslims but dont like muslims but like indians backward ass bitch 😂
Combines sarcastic commentary about cultural/religious identity with humor, mocking someone's understanding of Indian and Muslim communities.
thedopeopera9281
Jan 27, 2026
The big orange with his art of the deal ,genius !
The big orange with his art of the deal ,genius !
Sarcastic reference to Trump's 'art of the deal' framing him as a genius, likely mocking his approach to trade/immigration policy.
@APW-ry2ok
Mar 4, 2025
Canada is not a real place.
Canada is not a real place.
Makes an absurdist or sarcastic statement questioning Canada's existence, likely as ironic commentary.
ChutterBuggins
Jan 27, 2026
💩 🇮🇳 Goodbye Canada and Britain! My phone wilted from their smell!
💩
🇮🇳
Goodbye Canada and Britain!
My phone wilted from their smell!
Crude satirical/mocking commentary using emojis and exaggeration to demean immigrant groups.
Black-notebook-n13-1i
Jan 27, 2026
Whatcha gonna do? 😂
Whatcha gonna do? 😂
Brief rhetorical question with laughing emoji suggesting sarcastic or dismissive tone about the video content.
Humor / Satire
0.75
smishra5392
Jan 29, 2026
The man on the bike is right!! lmao!!
The man on the bike is right!! lmao!!
The commenter is laughing at and agreeing with someone in the video using casual, joking language ('lmao').
cindichean
Jan 27, 2026
Brampladesh
Brampladesh
Uses a derogatory portmanteau combining 'Brampton' with a slur, functioning as satirical commentary on demographic change.
DERTHIX
Jan 27, 2026
Honestly we shouldn't even consider any part of Canada becoming the 51st State... They're all a bunch of specialists
Honestly we shouldn't even consider any part of Canada becoming the 51st State...
They're all a bunch of specialists
Uses absurdist humor and sarcasm to mock Canadian governance by comparing it unfavorably to US statehood.
abbaby555
Jan 29, 2026
The don't seem to be eating poo 💩 😂😂😂😂
The don't seem to be eating poo 💩 😂😂😂😂
Crude joke with emoji using scatological humor, likely mocking stereotypes about immigrants.
DankBuds-o1n
Jan 27, 2026
Even the law abiding Indians think it's too much.🤣
Even the law abiding Indians think it's too much.🤣
Uses humor and emoji to mock Indian immigrants, suggesting even they recognize excessive immigration levels.
eaglehead1
Jan 27, 2026
Thanks 😂 i m indian.. i like u exposed indians
Thanks 😂 i m indian.. i like u exposed indians
Uses humor and self-deprecating irony ('i m indian.. i like u exposed indians') to comment on the video's content.
LivingOnTheNature
Jan 27, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)