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
Indians nhi khalistani be in your dreams like an ostrich
Indians nhi khalistani be in your dreams like an ostrich
Cryptic, sarcastic comment using wordplay and cultural references in what appears to be a joking or dismissive tone.
mohitmittal6695
Jan 27, 2026
Anyone who is “with Canada” can move there. Enjoy your free healthcare
Anyone who is “with Canada” can move there. Enjoy your free healthcare
Uses sarcastic tone to mock Canada's immigration openness by sarcastically inviting people to enjoy free healthcare.
Humor / Satire
0.70
@willcook4174
Mar 4, 2025
It’s like you wanna get smaked!
It’s like you wanna get smaked!
Appears to be a joking or sarcastic remark, though context is unclear; likely humorous commentary on video content.
Humor / Satire
0.70
viszzzhu
Jan 27, 2026
lol fertilizers…
lol fertilizers…
Brief sarcastic or dismissive comment using 'lol' to mock a topic.
Humor / Satire
0.70
@ultramax1012
Mar 4, 2025
? OMG Trump is beyond stupid. This is unbelievable ?
? OMG Trump is beyond stupid. This is unbelievable ?
Uses exaggerated language and emoji to mock a political figure in a sarcastic, emotionally charged manner.
Humor / Satire
0.70
@aida5931
Mar 4, 2025
Who needs friends!
Who needs friends!
Sarcastic one-liner responding to trade conflict rhetoric, using irony to critique the deteriorating US-Canada relationship.
Humor / Satire
0.70
@felipemoya9992
Mar 4, 2025
America will remain unaffected by the recent tariff changes by the Governor of the Great State of Canada.
America will remain unaffected by the recent tariff changes by the Governor of the Great State of Canada.
Appears to be sarcastic commentary mocking US leadership while praising Canadian bilingualism, though the 'Governor of Canada' reference suggests ironic tone.
@bhaskarshukla11
Mar 4, 2025
Cry baby cry ???????❤it????????????????
Cry baby cry ???????❤it????????????????
Sarcastic or mocking tone with excessive punctuation suggesting ironic commentary.
Humor / Satire
0.70
@raymondpettigrew1744
Mar 4, 2025
We can just come take your whole country there slick hair, just calm down. You won’t even get to be governor soon here buddy
We can just come take your whole country there slick hair, just calm down. You won’t even get to be governor soon here buddy
Uses sarcastic, mocking tone ('slick hair') to dismiss a political figure, likely satirical rather than literal threat.
@Northeast_Outdoorsmen
Mar 4, 2025
Thank you but sometimes you just can't fix stupidity, i said what I said ?
Thank you but sometimes you just can't fix stupidity, i said what I said ?
Uses sarcastic tone and casual language to critique Trump's intelligence, with implied moral judgment.
@deborahharris3552
Mar 4, 2025
Oh you () of course you ran away at the end 😂
Oh you () of course you ran away at the end 😂
Commenter uses sarcasm and emoji to mock someone's behavior in the video, suggesting they avoided confrontation.
SirClippens
Jan 27, 2026
Looks who’s talking not backdown from a fight lol ?
Looks who’s talking not backdown from a fight lol ?
Sarcastic, joking tone about confrontation with unclear reference, likely mocking commentary.
Humor / Satire
0.70
@eastcoastrcbrideau6793
Mar 4, 2025
its not enough indian , please more!!
its not enough indian , please more!!
The comment uses sarcasm to mock immigration from a specific ethnic group, combining irony with identity-based framing.
f18superhornetcer78
Feb 23, 2026
Blistering ???watch them fold
Blistering ???watch them fold
Cryptic sarcastic comment using 'Blistering' and 'fold' as ironic commentary on political weakness.
Humor / Satire
0.70
@MrDrewbobber
Mar 4, 2025
If you're not the bike guy already, you will be very soon
If you're not the bike guy already, you will be very soon
Joking prediction about becoming 'the bike guy,' using humor to comment on video content or broader patterns.
Humor / Satire
0.70
Coorsbanquetdad
Jan 27, 2026
make that make sense tho lol trump doesnt want usa to go to war (nukes) with russia and allow putin to be buddy buddy
make that make sense tho lol trump doesnt want usa to go to war (nukes) with russia and allow putin to be buddy buddy
Uses sarcastic tone and rhetorical questioning to critique Trump's geopolitical strategy regarding Russia.
@Foreverfront
Mar 4, 2025
HaNUUUUUUman
HaNUUUUUUman
Nonsensical exclamation with exaggerated spelling, likely intended as absurdist humor or trolling.
Humor / Satire
0.70
Cobenator
Jan 27, 2026
5:07 no way he is betting the allegation of being a White trash🤣
5:07 no way he is betting the allegation of being a White trash🤣
Commenter uses sarcasm and humor (emoji) to mock a moment in the video, referencing a specific timestamp.
RajivGhosh-ju1er
Jan 27, 2026
I hope you stuffed the knife in your prison wallet.
I hope you stuffed the knife in your prison wallet.
Appears to be dark humor/sarcasm making a crude joke, though context is unclear without video reference.
Humor / Satire
0.70
SpaceeApee
Jan 28, 2026
Carney; Who cares? 😮😂😅😊
Carney; Who cares? 😮😂😅😊
Dismissive joke about a political figure (Carney) with emoji reactions suggesting sarcasm.
othaVada
Feb 18, 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)