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
I dont mind, but please, use soap and deodorant!
I dont mind, but please, use soap and deodorant!
Uses sarcastic/joking tone with a stereotypical jab at immigrant hygiene practices, blending humor with subtle prejudice.
matys2831
Sep 21, 2025
Durka Durka
Durka Durka
Nonsensical phrase appears to be mocking or satirical commentary, likely referencing stereotypes.
Humor / Satire
0.70
zhouyou28
Sep 27, 2025
Trump tells you pay or fuck o ff
Trump tells you pay or fuck o ff
Crude, sarcastic paraphrase of a political position using informal language and humor.
Humor / Satire
0.70
@ayoublover2806
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
They are so many that they are spilling out of their cup.
They are so many that they are spilling out of their cup.
Uses metaphorical language ('spilling out of their cup') in a sarcastic manner to comment on population numbers.
fjm1991
Jan 29, 2026
Get wrecked wokies
Get wrecked wokies
Sarcastic/mocking phrase dismissing progressive critics, using colloquial language for comedic effect.
@VincentX709
Mar 4, 2025
Trudeau has balls.
Trudeau has balls.
Brief, colloquial expression of approval for Trudeau using casual language that reads as humorous commentary.
@henrydaly-pp8ie
Mar 4, 2025
Trump does not care about Canada , Trudeau or the American people, he only cares about his boyfriend Putin \nHe will do everything Putin wants because Putin has blackmail against trump. \nYMCA \nArnold Palmer's.....\nMAGA\nMake America …
Trump does not care about Canada , Trudeau or the American people, he only cares about his boyfriend Putin \nHe will do everything Putin wants because Putin has blackmail against trump. \nYMCA \nArnold Palmer's.....\nMAGA\nMake America Gei Again
Satirical commentary mixing conspiracy theories about Trump and Putin with absurdist references (YMCA, Arnold Palmer) and ironic slogans.
@knyghtryder3599
Mar 4, 2025
In 7 years after the Rapture Christ will return. Those Muslims are in for a rude awakening...😊
In 7 years after the Rapture Christ will return. Those Muslims are in for a rude awakening...😊
Uses religious apocalyptic framing and emoji to make a satirical or darkly humorous jab at Muslims, though intent is ambiguous.
deborahedwards8666
Aug 27, 2025
Suck it up buttercup
Suck it up buttercup
Commenter uses a dismissive, sarcastic phrase ('Suck it up buttercup') that appears to mock or trivialize the discussion with ironic tone.
Humor / Satire
0.70
PrashantSharma-mv6be
Feb 3, 2026
A fight? What do you know about fighting?
A fight? What do you know about fighting?
Rhetorical question with sarcastic undertone questioning the speaker's credibility or experience.
Humor / Satire
0.70
@joesgaragedoorservice7506
Mar 4, 2025
Hail Canindia
Hail Canindia
Sarcastic portmanteau ('Canindia') mocking the demographic composition of Canada, using ironic commentary.
nicekeyboardalan6972
Jan 30, 2026
LMAO- KIck rocks you loser. USA does not need you or Canada
LMAO- KIck rocks you loser. USA does not need you or Canada
Uses dismissive humor and sarcasm to reject Canada/Canadians, with an underlying us-vs-them framing.
@JT-th4gy
Mar 4, 2025
That boy said too much Indian lmao
That boy said too much Indian lmao
Humorous observation about someone's speech patterns with ethnic undertones.
soccersvm-9960
Mar 2, 2026
What is Commissaire Trump up to ?
What is Commissaire Trump up to ?
Uses sarcastic title ('Commissaire Trump') to mock or make ironic commentary about a political figure.
Humor / Satire
0.70
@frankcunningham4912
Mar 4, 2025
Next year I am also coming 👽😗
Next year I am also coming 👽😗
Jokingly announces intention to immigrate using alien emoji, satirizing the immigration discussion.
Humor / Satire
0.70
ToP-uk2so
Feb 7, 2026
Nossa ...fez cocô no ônibus? 🤮🤢
Nossa ...fez cocô no ônibus? 🤮🤢
Portuguese-language comment using crude humor and disgust emojis to mock immigrant behavior, blending satire with negative stereotyping.
Vidaquesegue28
Feb 21, 2026
I gotta go throw up. Get’ em the f out of here.
I gotta go throw up. Get’ em the f out of here.
Uses exaggerated physical reaction (vomiting) as sarcastic expression of disgust, though could also be interpreted as genuine emotional response.
Humor / Satire
0.70
curkev1
Feb 27, 2026
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
She likes fatooli and kabooch in her salad, she says
She likes fatooli and kabooch in her salad, she says
A lighthearted, possibly sarcastic comment about food preferences that appears to mock or jest about cultural stereotypes.
Humor / Satire
0.70
noblewarrior4776
Feb 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)