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
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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
Bruh we got autos(tuktuk) in canada...🔥,daym development
Bruh we got autos(tuktuk) in canada...🔥,daym development
Playful, informal comment using slang and emojis to make a lighthearted observation about cultural/economic development.
Humor / Satire
0.75
y3x7ooo
Jan 27, 2026
How bout that a Fucking LEADER
How bout that a Fucking LEADER
Sarcastic exclamation praising leadership with profanity for emphasis, likely ironic commentary on the video subject.
@elijahsidney3633
Mar 4, 2025
Padjeet incoming !😂
Padjeet incoming !😂
Uses a derogatory slur with laughing emojis in what appears to be sarcastic commentary about immigration, though potentially offensive.
CrapaudFranco-italien
Jan 27, 2026
Would like to see Trump's evil checklist...
Would like to see Trump's evil checklist...
Uses sarcastic/ironic framing ('evil checklist') to critique Trump's actions and character.
@Pharaphel
Mar 4, 2025
did trump send this guy
did trump send this guy
Absurdist joke implying Trump sent the video subject, using sarcasm to mock conspiracy thinking.
ayesha6903
Jan 27, 2026
He's butthurt that the tariffs are now reciprocal.
He's butthurt that the tariffs are now reciprocal.
Dismissive, sarcastic comment about someone's emotional reaction to tariff policy using colloquial language.
@uncleswing4046
Mar 4, 2025
High IQ.... Rides Uber Eats Bike.
High IQ.... Rides Uber Eats Bike.
Sarcastic jab implying contradiction between claimed intelligence and gig work, using irony.
akeel6328
Jan 28, 2026
good job MAGA republicans!!!! congratulations!!!
good job MAGA republicans!!!! congratulations!!!
Sarcastic congratulations to MAGA Republicans, using ironic tone to mock rather than genuinely praise.
Humor / Satire
0.75
@alvinsilagan5664
Mar 4, 2025
?? ?we are winning so much I am so tired of winning so much ?? good luck red states that Canada ?? provides electricity ⚡️ lights off
?? ?we are winning so much I am so tired of winning so much ?? good luck red states that Canada ?? provides electricity ⚡️ lights off
Sarcastic commentary using ironic language ('tired of winning') and fragmented humor comparing US and Canadian situations.
@Kambuchaman
Mar 4, 2025
Probably stinks over there.
Probably stinks over there.
Appears to be a dismissive joke or crude insult about a location, likely satirical in tone.
Greenarcher707
Jan 28, 2026
What do you think now MAGA??? THANKS!
What do you think now MAGA??? THANKS!
Sarcastic jab at MAGA supporters using ironic tone, with implicit us-vs-them framing.
@bethr7695
Mar 4, 2025
Waiting for scamming fight videos 😢😢
Waiting for scamming fight videos 😢😢
Uses sarcasm and dark humor to reference stereotypes about Indian immigrants and scams.
willingness01
Feb 9, 2026
Indian food gives you the runs
Indian food gives you the runs
Makes a crude joke about Indian food, likely intended as humor though it relies on a stereotype.
stevenbijelic
Feb 11, 2026
Gov Trudeau is crying ??
Gov Trudeau is crying ??
Dismissive, sarcastic comment mocking Trudeau's emotional response with minimal substantive content.
@AnbazhaganChinnappillai
Mar 4, 2025
Canada must be musty asf
Canada must be musty asf
Casual, sarcastic comment using slang to mock Canada in a humorous tone.
Humor / Satire
0.75
camerong8027
Feb 7, 2026
TRUDEAU talking big shit...good luck eh...???
TRUDEAU talking big shit...good luck eh...???
Uses sarcasm and dismissive tone ('talking big shit') with casual Canadian expression ('eh') to mock Trudeau's statements.
@dash_flixs2644
Mar 4, 2025
Lol poor white trash 😂😂 wtf
Lol poor white trash 😂😂 wtf
Uses mocking laughter and crude humor to comment on the topic, though the target and intent are ambiguous.
Humor / Satire
0.75
erikbahena8455
Jan 27, 2026
Trudeaueueueueue can suck it.
Trudeaueueueueue can suck it.
Uses crude humor and name-mangling (repeated vowels) as dismissive mockery of Trudeau.
Humor / Satire
0.75
@notrat5678
Mar 5, 2025
Don't worry, get rapture ready!
Don't worry, get rapture ready!
Cryptic religious reference presented as a joke or sarcastic commentary on the video topic.
Humor / Satire
0.75
1canbuttercup1599
Jan 29, 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)