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
You don't say...
You don't say...
Sarcastic dismissal ('You don't say') implying the video's content is obvious or unsurprising.
kellyspoolhall761
Feb 18, 2026
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
Damn soon Canada will be famous for cow cola 💦🐮
Damn soon Canada will be famous for cow cola 💦🐮
The comment uses crude humor and emojis to satirize concerns about demographic change and cultural transformation in Canada.
JohnWayne-c7q
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
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
This presidential election was the BIGGEST IQ test in the history of the planet and the result are IN ... enjoy MAGA people !
This presidential election was the BIGGEST IQ test in the history of the planet and the result are IN ... enjoy MAGA people !
Sarcastic framing of the election as an 'IQ test' with ironic commentary on Trump supporters, using humor to critique.
@gustavocabrera-mw4vl
Mar 4, 2025
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
It's really funny watching him try to reason with Americans as if they're civilized individuals. I guess he's doing the right thing by being tactful. But reasoning with Americans is a waste of time.
It's really funny watching him try to reason with Americans as if they're civilized individuals. I guess he's doing the right thing by being tactful. But reasoning with Americans is a waste of time.
Sarcastic commentary on Canadian diplomacy efforts, using irony to critique Americans as 'uncivilized' while praising Canadian tactfulness.
@GuitarGoose43
Mar 4, 2025
I love how honest they are. They hate other indians lol
I love how honest they are. They hate other indians lol
Uses ironic humor to comment on in-group conflict within the Indian community depicted in the video.
BravoStone
Jan 27, 2026
So the worst thing Indians did was come to Brampton and drive bad? 😂 Poor white trash dude needs a cultural education about people from other county. Doesn't know shit about Indians or Africans. Does …
So the worst thing Indians did was come to Brampton and drive bad? 😂
Poor white trash dude needs a cultural education about people from other county. Doesn't know shit about Indians or Africans. Does he not know that people can be Indian and Muslim as well?
Uses sarcasm and irony to critique the video creator's stereotyping, while defending Indians and Muslims against reductive characterization.
grinchoi1
Jan 27, 2026
We really don't care
We really don't care
Dismissive, sarcastic reference to the Canadian national motto, expressing indifference to external criticism.
@MFLA1999
Mar 4, 2025
It’s a _Prime_ Minister, not a Prime _Minister_ !\nOtherwise: Start a free trade union with the EU!
It’s a _Prime_ Minister, not a Prime _Minister_ !\nOtherwise: Start a free trade union with the EU!
Uses wordplay and sarcasm about the title 'Prime Minister,' then suggests EU trade union as a satirical alternative.
@demil3618
Mar 4, 2025
Waiting for episode of invasion England and Germany by native American ❤❤❤❤❤
Waiting for episode of invasion England and Germany by native American ❤❤❤❤❤
Uses ironic comparison to Native American displacement history to satirize concerns about immigration.
GjhgjFurjkf
Feb 16, 2026
Make Canada 51st state. Trudeau for US president
Make Canada 51st state. Trudeau for US president
Satirical suggestion to make Canada a U.S. state, comparing the two nations with ironic intent.
@matiliaaaaa
Mar 4, 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
Which way did they go??? Legal handgun owners again!
Which way did they go??? Legal handgun owners again!
Uses sarcastic wordplay ('Which way did they go') to mock or satirize the immigration debate, possibly referencing a meme format.
Humor / Satire
0.78
robertmitchell2178
Feb 18, 2026
Hey , MAGA ......YOUR SCREWED BTW !!!
Hey , MAGA ......YOUR SCREWED BTW !!!
Sarcastic taunt using MAGA reference and mock warning, comparing political leadership between countries with ironic tone.
@sale_ai123
Mar 4, 2025
Oh, some departments knew....sure CSIS would know because it did stop a few terror attack attempts 😊
Oh, some departments knew....sure CSIS would know because it did stop a few terror attack attempts 😊
Uses sarcasm ('sure CSIS would know') and a dismissive emoji to mock the claim that departments were unaware.
Humor / Satire
0.78
samtong4961
Sep 29, 2025
oh no! a bourbon tax
oh no! a bourbon tax
Sarcastic, dismissive comment about tariff impacts using exaggerated concern ('oh no!').
Humor / Satire
0.78
@jillhsales4958
Mar 4, 2025
When you piss Canadians, you know you really messed up.
When you piss Canadians, you know you really messed up.
Playful, idiomatic comment suggesting consequences for angering Canadians, using humor to assert national identity.
@oaba09
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)