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 thought Just-in was retired... well that's what MSNBC told me? Man he's good looking, like a young Donald Trump
I thought Just-in was retired... well that's what MSNBC told me? Man he's good looking, like a young Donald Trump
Sarcastic commentary mixing misinformation about Trudeau's retirement with ironic physical comparison to Trump.
@emmettpeels8958
Mar 4, 2025
fk its entertaining watching this mofo say all the things "youre not supposed to" in a progressive society.
fk its entertaining watching this mofo say all the things "youre not supposed to" in a progressive society.
Uses sarcasm and irony to mock progressive social norms while commenting on the video's controversial content.
nauticalcandy
Jan 27, 2026
That was so brave of you ? ?
That was so brave of you ? ?
Sarcastic praise with emojis, likely mocking the subject or the video content.
Humor / Satire
0.80
@anupamathaparanjan
Mar 4, 2025
just rename to country to scamada already
just rename to country to scamada already
Sarcastic wordplay ('scamada') mocking Canada's immigration policies through ironic renaming.
rsvp9816
Sep 21, 2025
"im as racist as the next guy" like dude you have a camera in your face you didnt have to be THAT honest🥀🥀🥀
"im as racist as the next guy" like dude you have a camera in your face you didnt have to be THAT honest🥀🥀🥀
Uses ironic commentary to mock the video subject's candid admission of bias on camera.
wjrthy
Jan 27, 2026
I remember when indians were glazing this guy cause he was speaking against Muslims, but oh how the tables have turned😂
I remember when indians were glazing this guy cause he was speaking against Muslims, but oh how the tables have turned😂
Commenter uses ironic humor and emoji to mock a perceived shift in Indian support for the speaker based on his stance on Muslims.
muzamilraza49
Feb 25, 2026
Pay up Trudummy
Pay up Trudummy
Uses a derisive nickname ('Trudummy') and sarcastic tone to mock the leader rather than engage substantively.
Humor / Satire
0.80
@ballstodawall
Mar 4, 2025
Its not History it's Herstory! Yah Trudeau! We should all be gay and weak!! Love it
Its not History it's Herstory! Yah Trudeau! We should all be gay and weak!! Love it
Uses sarcasm and exaggeration to mock progressive politics and leadership, employing ironic commentary.
@TheConner1612
Mar 4, 2025
dude this is fucking crazy. im in ohio and i dear that vivek from morrowind is going to plane-meld my fuckin state full on assimilation style 😢
dude this is fucking crazy. im in ohio and i dear that vivek from morrowind is going to plane-meld my fuckin state full on assimilation style 😢
Absurdist joke mixing video game references (Morrowind) with immigration anxiety, using exaggeration and fictional scenarios for comedic effect.
ihateheelflips
Jan 28, 2026
Oh wait, doctors and engineers and lawyers! The entitlement in these people😂
Oh wait, doctors and engineers and lawyers! The entitlement in these people😂
Uses sarcasm and emoji to mock the stereotype of immigrants claiming professional credentials, employing ironic commentary.
BlessedSonIAm
Sep 28, 2025
I think Canada should take over the US. We would be so much better.
I think Canada should take over the US. We would be so much better.
Jocular suggestion that Canada should take over the US, comparing the two nations with ironic superiority as comedic commentary.
@grandma_halliburton
Mar 4, 2025
Indian videos now only 🤣 I wanna see you and fred chase down some call centre managers 😂
Indian videos now only 🤣
I wanna see you and fred chase down some call centre managers 😂
Uses joking tone and emojis to make a satirical comment about Indian representation in videos.
jameslundy1150
Jan 27, 2026
Singh Hortons
Singh Hortons
Wordplay combining an Indian surname with a Canadian brand name in satirical commentary.
waykthufukup
Jan 27, 2026
There is one diploma mill in Brampton called Stanford University 😂😂😂
There is one diploma mill in Brampton called Stanford University 😂😂😂
Joking reference to a fake university in Brampton, using humor to critique credential fraud in immigration/education.
mr.watts69
Jan 28, 2026
Noo way brooo you in brampton😂😂😂
Noo way brooo you in brampton😂😂😂
Playful, joking reaction to recognizing Brampton as a location, using humor rather than substantive argument.
beauchamp81
Jan 27, 2026
Lose! Lose! Lose! Lose!\nTrump is a LOSER!!! ????
Lose! Lose! Lose! Lose!\nTrump is a LOSER!!! ????
Repetitive chanting and emoji use constitute satirical mockery of Trump rather than substantive political argument.
Humor / Satire
0.80
@RichardLoomis-k7x
Mar 4, 2025
man, he's super duper canadian-looking
man, he's super duper canadian-looking
Light, joking observation about someone's appearance or demeanor using casual language ('super duper').
Humor / Satire
0.80
@jarfrobinksss
Mar 4, 2025
The took his job!!!!
The took his job!!!!
References the 'they took our jobs' meme, using ironic commentary likely about immigration concerns.
Humor / Satire
0.80
@TomOlsen-u5g
Mar 4, 2025
Justin Trudeau's khalistani vote bank 😂
Justin Trudeau's khalistani vote bank 😂
Uses sarcasm and emoji to mock the Prime Minister with a conspiracy-adjacent claim about political motivations, presented as satire.
-Element.
Jan 27, 2026
Trump is an embarrassment to Americans. Of Course he's going to respond to this because he doesn't know how to control his farts
Trump is an embarrassment to Americans. Of Course he's going to respond to this because he doesn't know how to control his farts
Uses crude humor and sarcasm (the farts comment) to mock Trump, combining satire with moral criticism.
@sheisleeaddams
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)