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
What BS ! Are you familiar with a TV show, The Nanny?\nThis scenario is just like it.\nStop your complaining , and measure up for the good of all.
What BS ! Are you familiar with a TV show, The Nanny?\nThis scenario is just like it.\nStop your complaining , and measure up for the good of all.
Uses sarcasm and a TV show reference to mock complaints, while sarcastically urging acceptance of a situation.
@TheJanice52
Mar 4, 2025
Not called brown town 4 nothing 😅
Not called brown town 4 nothing 😅
Uses sarcastic humor (emoji) to reference a neighborhood nickname associated with a particular ethnic group.
TruNorthSavage
Oct 20, 2025
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
Hmmm a President Harris not so bad now. TOO Late
Hmmm a President Harris not so bad now. TOO Late
Employs ironic commentary suggesting regret about a political alternative, with ambiguous sarcastic tone.
Humor / Satire
0.70
@darkcity2004
Mar 4, 2025
No no. That's not part of the deal! We keep commi women..dont pull that bs on me.
No no. That's not part of the deal! We keep commi women..dont pull that bs on me.
Uses sarcasm and absurdist humor to mock what appears to be a previous comment's claim.
Humor / Satire
0.70
@Marcus-rg7bg
Mar 4, 2025
In less than 4 years the chants for make america great again, will go to make america normal and liveable again.
In less than 4 years the chants for make america great again, will go to make america normal and liveable again.
Uses ironic wordplay ('make america normal') to satirize political slogans while expressing concern about US political direction.
@floydstash
Mar 4, 2025
Trudo can eat trash
Trudo can eat trash
A crude insult presented as dismissive humor/sarcasm directed at Trudeau.
Humor / Satire
0.70
@agxiii9619
Mar 4, 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
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
They guy that 50 years old and doesnt own a car standing with his bycycle should be CANCELLED the nerve he has yet all he owns is a bycycle
They guy that 50 years old and doesnt own a car standing with his bycycle should be CANCELLED the nerve he has yet all he owns is a bycycle
Uses exaggerated, sarcastic tone to mock or criticize someone in the video through absurdist commentary.
JeenLeen-t7e
Jan 27, 2026
-1,000,000 IZZAT
-1,000,000 IZZAT
Cryptic comment using 'IZZAT' (honor/respect in South Asian context) with negative framing, likely satirical commentary on immigration.
Humor / Satire
0.70
humanvegetable
Jan 27, 2026
carpet flying?
carpet flying?
Cryptic reference to 'carpet flying' appears to be sarcastic/mocking commentary, likely alluding to stereotypes, though context is unclear.
Humor / Satire
0.70
minh_trader_mnq
Jan 3, 2026
Customer was giving shit.\nNow he is eating shit from all over the world.\n?
Customer was giving shit.\nNow he is eating shit from all over the world.\n?
Uses crude wordplay and sarcasm to mock a situation, employing ironic commentary about eating/consumption.
Humor / Satire
0.70
@RealisticIndian
Mar 4, 2025
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
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
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
I would watch it, they might have cameras in that safe house
I would watch it, they might have cameras in that safe house
Sarcastic or joking comment about watching a 'safe house' with cameras, likely mocking the video's content or framing.
Humor / Satire
0.70
KevR-h5o
Feb 9, 2026
Trudeau schudeau. Like father, like son….
Trudeau schudeau. Like father, like son….
Uses wordplay and sarcasm ('Trudeau schudeau') combined with a dismissive generational comparison, primarily comedic in tone.
@l.m.m.tucker6998
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
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
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)