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
SAAR we conquer Canada gay hind 💪😎
SAAR we conquer Canada gay hind 💪😎
Joking comment using 'SAAR' stereotype and emojis to sarcastically reference Indian demographic presence in Canada as a 'conquest.'
Ahmed-kn1zo
Oct 7, 2025
They don’t eat poop like they do back home It’s almost like they’re learning to blend in
They don’t eat poop like they do back home
It’s almost like they’re learning to blend in
Uses sarcastic humor to mock immigrants, with a backhanded comment about cultural assimilation presented as ironic commentary.
shanethrelfall416
Jan 27, 2026
So many Indians the other Indians are being racist against the new Indians hahaha
So many Indians the other Indians are being racist against the new Indians hahaha
Uses ironic humor about internal ethnic group dynamics, marked by 'hahaha' indicating comedic intent.
Humor / Satire
0.82
MorleyMason
Jan 27, 2026
I fucking love the Indian guy who said there’s too many Indians 😂 also yeah you SHOULD assimilate to the country you’ve moved to! My grandparents and parents did. Also that dude on the bike?! …
I fucking love the Indian guy who said there’s too many Indians 😂 also yeah you SHOULD assimilate to the country you’ve moved to! My grandparents and parents did. Also that dude on the bike?! BROOO 😂
Uses humor and laughter to comment on assimilation expectations, referencing personal family history with comedic tone.
shrinapurohit5207
Mar 3, 2026
Have you seen how they cook they food in India 😝 😝
Have you seen how they cook they food in India 😝 😝
Makes a joking comment about Indian food preparation with playful emojis, using cultural stereotyping for comedic effect.
Humor / Satire
0.82
fbafreedmenwolfpac
Jan 28, 2026
Don't feel bad, Trudeau. It doesn't make sense to us either.
Don't feel bad, Trudeau. It doesn't make sense to us either.
Sarcastic, sympathetic joke mocking the Prime Minister's confusion, using irony to critique policy.
Humor / Satire
0.82
@Ninja_McMuffin
Mar 4, 2025
The orange guy is doing it because Melania face lit up when she met Trudeau, and her face never light up like that, when she looks at him.
The orange guy is doing it because Melania face lit up when she met Trudeau, and her face never light up like that, when she looks at him.
Uses satirical speculation about Melania's personal preferences as a humorous explanation for Trump's tariff policy.
@brendanash9702
Mar 4, 2025
The guy with the bike is the highlight😂me 100%
The guy with the bike is the highlight😂me 100%
Expresses amusement at a video participant's appearance or behavior, identifying with them humorously.
jwily878
Mar 3, 2026
India is superpower Saaaaarrr 🇮🇳 💩 💩
India is superpower Saaaaarrr 🇮🇳 💩 💩
Sarcastic mockery using exaggeration and emoji to ridicule national pride claims.
cyrid1038
Jan 27, 2026
JUSTIN TRUDEAU WENT ROGUE, BEST SPEECH HES EVER GIVEN, WHAT A LEGEND LOL RAMBO
JUSTIN TRUDEAU WENT ROGUE, BEST SPEECH HES EVER GIVEN, WHAT A LEGEND LOL RAMBO
Uses ironic praise and 'RAMBO' reference to sarcastically comment on Trudeau's speech, with comedic exaggeration.
@traplord4419
Mar 4, 2025
Trump better learn Russian to start giving his speeches in two languages too
Trump better learn Russian to start giving his speeches in two languages too
Sarcastic joke implying Trump has Russian allegiances, using ironic commentary about language requirements.
Humor / Satire
0.82
@maximilianomoretto258
Mar 4, 2025
USA bet you wish you were still a part of GB and therefore a Constitutional Monarchy instead of a dead democracy hahahahahahahahahahahahahahha
USA bet you wish you were still a part of GB and therefore a Constitutional Monarchy instead of a dead democracy hahahahahahahahahahahahahahha
Uses sarcastic humor and laughter to mock US political system while comparing to British constitutional monarchy.
@TurnedByStuart
Mar 4, 2025
Who cares? There's not enough Clydesdale horses in the world that could pull me over the border.🇨🇦 🖕Donnie
Who cares? There's not enough Clydesdale horses in the world that could pull me over the border.🇨🇦 🖕Donnie
Uses hyperbolic humor (Clydesdale horses) and sarcasm to express strong Canadian identity and rejection of US travel.
georgelabottum7448
Dec 10, 2025
Enjoy multiculturalism 😂😂🎉
Enjoy multiculturalism 😂😂🎉
Uses sarcastic emojis to mock multiculturalism, employing ironic commentary on immigration.
aleics25
Jan 28, 2026
Way to go Canada, put the thumb screws on the orange oompa loompa
Way to go Canada, put the thumb screws on the orange oompa loompa
Uses sarcastic, mocking language ('orange oompa loompa') to critique Trump in a humorous tone.
Humor / Satire
0.82
@janettesalisbury6524
Mar 4, 2025
Canada loves Indian food so the rest is history
Canada loves Indian food so the rest is history
Uses lighthearted, tongue-in-cheek reasoning to explain Canada's acceptance of Indian immigrants.
Humor / Satire
0.82
Bigbirdwin1991
Feb 28, 2026
LOL, U.S.A. will need to build ANOTHER WALL on the Northern border!! (off to buy fence company stocks...)
LOL, U.S.A. will need to build ANOTHER WALL on the Northern border!! (off to buy fence company stocks...)
Uses sarcastic humor about U.S. border walls and stock investment to comment on Canadian immigration.
groveh1
Nov 20, 2025
I just heard an Indian man call Canada cheap to live 🤣 I guess it would be when the government pays your way 💀
I just heard an Indian man call Canada cheap to live 🤣 I guess it would be when the government pays your way 💀
Uses sarcasm and humor to mock Indian immigrants, with an implied false claim about government subsidies.
The_Hateful_Aussie
Mar 1, 2026
In Ontario; we now refer to Tim Hortons as Singh Hortons
In Ontario; we now refer to Tim Hortons as Singh Hortons
The comment makes a sarcastic joke about demographic change in Ontario by renaming a business, blending humor with identity-based commentary.
derekleeson222
Jan 27, 2026
Haha good luck fighting against us u twerp
Haha good luck fighting against us u twerp
Dismissive joke/taunt using sarcasm ('good luck fighting against us u twerp'), not substantive engagement.
Humor / Satire
0.82
@jeffjeff-xv7up
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)