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
Blistering speech, eh! \nDid he borrow ZeIIensky's Test Ickles? \n Watch out JD! How dare you... \nThe miniskirted Boy Gang is coming at ya!
Blistering speech, eh! \nDid he borrow ZeIIensky's Test Ickles? \n Watch out JD! How dare you... \nThe miniskirted Boy Gang is coming at ya!
Cryptic sarcastic commentary with absurdist humor and unclear references, appears to mock political figures through ironic language.
@narenmenon6906
Mar 4, 2025
Bike guy for president?
Bike guy for president?
Joking suggestion to elect the 'bike guy' from the video to political office; lighthearted commentary on video content.
ThaRealBummyDavis
Jan 29, 2026
"Indians are generally dirty people"!? Dude wtf.. You should try to use a bidet instead of toilet paper bruh
"Indians are generally dirty people"!? Dude wtf.. You should try to use a bidet instead of toilet paper bruh
Uses sarcastic humor to challenge a derogatory stereotype about an ethnic group's hygiene practices.
AlantaMelwin
Feb 17, 2026
Tyler, I know u tried 😂. Brampton is ok. Nice people. Nothing to see here
Tyler, I know u tried 😂. Brampton is ok. Nice people. Nothing to see here
Uses casual humor and emoji to make a lighthearted comment about a place and its people, with a mildly supportive tone.
meme-ei3yq
Jan 27, 2026
Hahaha!! Thought you resigned!!! You can't best Trump!! Trump has lots of money coming in, he doesn't need to worry.!!
Hahaha!! Thought you resigned!!! You can't best Trump!! Trump has lots of money coming in, he doesn't need to worry.!!
Uses sarcasm and joking tone to mock Trump's wealth and political position, with ironic commentary on his financial security.
@eagerhotmailcom
Mar 4, 2025
How funny is that Indians go to other country and there they dont like to see a lot of other Indians around !! Its like Indians dont like themselves 🤣🤣
How funny is that Indians go to other country and there they dont like to see a lot of other Indians around !! Its like Indians dont like themselves 🤣🤣
Uses ironic humor and emojis to mock perceived hypocrisy of Indian immigrants avoiding other Indians, blending satire with identity commentary.
akakak578
Jan 28, 2026
First was Canadian invasion by Europeans now they crying😂😂😂
First was Canadian invasion by Europeans now they crying😂😂😂
Ironic commentary comparing current immigration criticism to historical European colonization of Canada.
sj9367
Feb 17, 2026
i mean these whities across america and canada are themselves settlers from europe and they are complaining about indian settlements they displaced and massacared natives🤣🤣🤣🤣🤣
i mean these whities across america and canada are themselves settlers from europe and they are complaining about indian settlements they displaced and massacared natives🤣🤣🤣🤣🤣
Uses ironic humor and historical comparison to critique Western hypocrisy about immigration and colonialism.
aryavrat22
Oct 27, 2025
spot the canadian!
spot the canadian!
Sarcastic/ironic comment playing on identity markers and belonging, likely mocking Canadian identity claims.
zilette
Oct 7, 2025
Candia is its new name .
Candia is its new name .
Uses wordplay renaming Canada to suggest demographic change; employs sarcasm to critique immigration patterns.
WilliamWonka7777
Oct 7, 2025
If I see a Trump supporter on TV, expect that everything he says is praising Trump?!! Just cover your ears or change the TV channel
If I see a Trump supporter on TV, expect that everything he says is praising Trump?!! Just cover your ears or change the TV channel
Sarcastic commentary using ironic exaggeration about Trump supporters' predictable messaging patterns.
Humor / Satire
0.78
@rolandoladeza625
Mar 4, 2025
Why isn't Trudeau wearing his blackface?
Why isn't Trudeau wearing his blackface?
Sarcastic reference to Trudeau's past blackface controversy, using ironic questioning as political commentary.
Humor / Satire
0.78
@cfp4215
Mar 4, 2025
Well, that won't fly when pres Donald Musk send in troops to invade Canada... they'll change their tune once our invasion of Greenland is complete.
Well, that won't fly when pres Donald Musk send in troops to invade Canada... they'll change their tune once our invasion of Greenland is complete.
Uses absurdist satire about military invasion and Greenland conquest, though with underlying alarmist undertones.
@MySupaFli
Mar 4, 2025
Uppercrust 🇮🇳 is a LIE😂
Uppercrust 🇮🇳 is a LIE😂
Uses emoji and dismissive tone to mock or satirize a claim about a business or brand.
Humor / Satire
0.78
dark4thwatch
Jan 27, 2026
Open up a turban factory there,you will make much money in Canaduh...
Open up a turban factory there,you will make much money in Canaduh...
Sarcastic suggestion using ethnic stereotype and mocking tone to comment on economic opportunity.
jeffreybodean7300
Mar 2, 2026
You go, Trudeau! Check him into the boards! Knock his cheeseburger teeth out all over the ice! We The People do not want this either! ❤ always from your friends in the USA. Sorry bout …
You go, Trudeau! Check him into the boards! Knock his cheeseburger teeth out all over the ice! We The People do not want this either! ❤ always from your friends in the USA. Sorry bout this...??
Uses sarcastic, exaggerated violent imagery as ironic commentary on political disagreement, with a tongue-in-cheek tone.
@clqudy4750
Mar 4, 2025
when a female Asian is complaining about their driving that speaks volumes 😂
when a female Asian is complaining about their driving that speaks volumes 😂
Stereotypical joke about Asian female drivers presented with humor/sarcasm.
cg401
Jan 27, 2026
Cannda needs the caste system, without it we can't call it CanIndia or Kannada 😆 I once heard one H1B saying to another *If you smelled this bad in India, we will kick you out …
Cannda needs the caste system, without it we can't call it CanIndia or Kannada 😆
I once heard one H1B saying to another *If you smelled this bad in India, we will kick you out of the office*
Sarcastic commentary using wordplay ('CanIndia/Kannada') and a mocking anecdote to satirize perceived cultural/ethnic divisions and stereotypes about Indian immigrants.
tayyirawashahtrawasiay5837
Oct 4, 2025
6:51 the Canadians even have a Trump Derangement Syndrome Sports emporium 😂
6:51
the Canadians even have a Trump Derangement Syndrome Sports emporium 😂
Makes a sarcastic joke about a timestamp reference in the video using political humor.
N_A__
Jan 27, 2026
deport 2 import 4 .. repeat
deport 2 import 4 .. repeat
Sarcastic/ironic shorthand mocking the cycle of deportations and new arrivals, using wordplay to critique immigration policy.
CyberDroog
Dec 30, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)