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
This guy is a clown lol trump has a plan… build back better..what Biden couldn’t do
This guy is a clown lol trump has a plan… build back better..what Biden couldn’t do
Uses sarcasm ('clown lol') and ironic reference to Biden's slogan to mock political opposition, with humorous tone dominating.
@christopherbooth9514
Mar 4, 2025
Wtf did Africans do to that guy 😂😂😂😂
Wtf did Africans do to that guy 😂😂😂😂
Uses humor and emojis to mock or question a statement about Africans, likely referencing video content.
Humor / Satire
0.70
ajjamison7966
Jan 29, 2026
I hate Canadian youth 🎉🎉❤❤❤
I hate Canadian youth 🎉🎉❤❤❤
Appears to be ironic or sarcastic statement with celebratory emojis, likely mocking rather than sincere.
Humor / Satire
0.70
dylanbishop1940
Oct 5, 2025
I blame Tim Hortons.
I blame Tim Hortons.
Absurdist blame directed at Tim Hortons as a humorous deflection from serious immigration debate.
Humor / Satire
0.70
oldskool1979
Feb 18, 2026
I this point canada is not named canada anymore its should be named ugo "unidentified ground object"
I this point canada is not named canada anymore its should be named ugo "unidentified ground object"
Uses absurdist wordplay and acronym joke to satirize concerns about Canadian identity loss due to immigration.
tommyr2328
Sep 14, 2025
Im with that dude 😂
Im with that dude 😂
Brief agreement with laughter emoji, likely expressing humor or ironic support for a previous comment.
Humor / Satire
0.70
YasssB.I.said.whatIsaid
Jan 27, 2026
SAAR DO NOT REDEEM!
SAAR DO NOT REDEEM!
Cryptic meme-like phrase using internet slang, likely satirical commentary on the video or discussion.
BalrogDeMorgoth69
Jan 27, 2026
Get wrecked wokies
Get wrecked wokies
Sarcastic/mocking phrase dismissing progressive critics, using colloquial language for comedic effect.
@VincentX709
Mar 4, 2025
In your face Donald!
In your face Donald!
Sarcastic taunt directed at a political figure, using confrontational humor.
Humor / Satire
0.70
@armandosantosjr
Mar 4, 2025
51st ? Trump2025 ?
51st ? Trump2025 ?
Uses ironic/joking reference to Canada as a '51st state' and political slogan as satirical commentary.
Humor / Satire
0.70
@NoName-hn7ls
Mar 4, 2025
lol bro didnt get enough hate from indians from the poop festival video
lol bro didnt get enough hate from indians from the poop festival video
Uses sarcastic humor referencing another video to mock someone's experience of social criticism.
rja62b
Feb 3, 2026
Trudeaublos
Trudeaublos
Appears to be a derogatory slang term or meme reference mocking Trudeau supporters, using humor/satire.
Humor / Satire
0.70
@sowhat3459
Mar 5, 2025
thats below down syndrome lmfaoooo
thats below down syndrome lmfaoooo
Uses crude humor and laughter-indicating text to mock or jest, though the target and intent are unclear.
Humor / Satire
0.70
eddypulido4757
Jan 28, 2026
gabarge this lady reported, Trumps puppy ?
gabarge this lady reported, Trumps puppy ?
Uses sarcastic language and name-calling ('garbage', 'puppy') in a mocking tone toward Trump and the speaker.
Humor / Satire
0.70
@kentphung4489
Mar 4, 2025
Beta male ??
Beta male ??
Uses sarcastic insult ('Beta male') as mocking commentary on a political figure.
Humor / Satire
0.70
@shivampatel6847
Mar 4, 2025
Not everyone who wear suit got sense \nby zelensky ?❤
Not everyone who wear suit got sense \nby zelensky ?❤
Uses a cryptic quote attributed to Zelensky with a heart emoji in a way that appears sarcastic or ironic, though the exact target is unclear.
Humor / Satire
0.70
@newtonnewton8805
Mar 5, 2025
Ah! böwakawa poussé, poussé Ah! böwakawa poussé, poussé Ah! böwakawa poussé, poussé
Ah! böwakawa poussé, poussé
Ah! böwakawa poussé, poussé
Ah! böwakawa poussé, poussé
The comment appears to be nonsensical repeated phrases, likely intended as absurdist humor or spam-like mockery.
Humor / Satire
0.70
jevfbbeckman5231
Jan 27, 2026
WHEN YOU HV NO INTENTION 😮TO WORK ITS ALWAYS (HARD) TO FIND WORK😂😂😂
WHEN YOU HV NO INTENTION 😮TO WORK ITS ALWAYS (HARD) TO FIND WORK😂😂😂
Makes a sarcastic claim about immigrants' work ethic using humor and emojis, though the underlying assertion lacks evidence.
khananwar5014
Sep 15, 2025
Trumpsky has lost the plot ???
Trumpsky has lost the plot ???
Dismissive rhetorical question with sarcastic tone ('Trumpsky') rather than substantive critique.
Humor / Satire
0.70
@martynetheridge5772
Mar 4, 2025
Cry me a river, 4 more yrs ?
Cry me a river, 4 more yrs ?
Uses sarcastic dismissal ('Cry me a river') with a cryptic reference, employing ironic tone.
Humor / Satire
0.70
@syatmel
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)