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
"we are making food, this one is food, this one is also food" brilliant
"we are making food, this one is food, this one is also food" brilliant
Quotes what appears to be a humorous or sarcastic video segment, using irony to comment on the content.
Humor / Satire
0.82
ehoc5248
Nov 13, 2025
We don't want your products Sir! We don't need your dirty oil! We don't need your whisky either! Lol!
We don't want your products Sir! We don't need your dirty oil! We don't need your whisky either! Lol!
Humorous rejection of American products using exaggeration and 'Lol' to mock Trump's trade threats.
@freespiritedsoul68
Mar 4, 2025
What’s so tragic? The lawyer loosing his clients ant their money is not a tragedy!
What’s so tragic? The lawyer loosing his clients ant their money is not a tragedy!
Uses sarcastic rhetorical question to mock the characterization of a lawyer's situation as tragic, employing ironic commentary.
Humor / Satire
0.82
uu7180-c5p
Nov 24, 2025
M a n n does that mean I can't afford Canada dry Ginger ale???
M a n n does that mean I can't afford Canada dry Ginger ale???
Joking reference to Canada Dry brand in context of trade war, using wordplay for comedic effect.
Humor / Satire
0.82
@JoshMaxPower
Mar 4, 2025
Jajajaja. El "mejor país del mundo"
Jajajaja. El "mejor país del mundo"
Uses sarcastic laughter and ironic quotation marks to mock Canada's self-perception as the 'best country in the world.'
edwinxaviernarvaezvillamar7213
Feb 24, 2026
A white man saying rape is in your culture is wild 😝
A white man saying rape is in your culture is wild 😝
Uses ironic commentary and sarcasm to critique a speaker's argument about cultural practices and sexual violence.
princeskellet5537
Jan 28, 2026
You know you're losing the war when you have to get on TV and tell the other team they need you. ?
You know you're losing the war when you have to get on TV and tell the other team they need you. ?
Sarcastic sports metaphor suggesting Trump's weakness by implying he needs Canada's support.
Humor / Satire
0.82
@tonysbaby2005
Mar 4, 2025
I as a Sikh living in India can ensure you that even of Khalistan is made, none of them are returning to live in 40°C. 🤣
I as a Sikh living in India can ensure you that even of Khalistan is made, none of them are returning to live in 40°C. 🤣
Uses humorous personal perspective to satirize claims about Khalistan separatism through practical climate-based reasoning.
harshdeepsingh2372
Jan 27, 2026
This is the country that applauded an elderly ex SS soldier for his heroism 😂
This is the country that applauded an elderly ex SS soldier for his heroism 😂
Sarcastic criticism of Canada's immigration policies using ironic reference to a controversial historical incident.
GeekedLynx
Feb 6, 2026
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
and how do you know this wee girly??? Did your aunty tell you? or Grandpa???
and how do you know this wee girly??? Did your aunty tell you? or Grandpa???
Uses sarcasm and mockery to question the credibility or knowledge of another commenter, dismissing their claims as secondhand gossip.
magatinypeepee
Feb 23, 2026
TYLER COOKING INDIA AGAIN.🤣🤣🤣
TYLER COOKING INDIA AGAIN.🤣🤣🤣
Mocking comment about the video creator repeatedly covering India-related topics, using laughter emojis for comedic effect.
luxury96
Jan 27, 2026
You call people with passports and visas “invaders”. Did the nurse drop u when u were a baby?
You call people with passports and visas “invaders”. Did the nurse drop u when u were a baby?
Uses sarcastic insult to mock another commenter's characterization of legal immigrants as 'invaders,' employing humor to critique their argument.
dabull1381
Feb 25, 2026
It’s Canada we’ll give them a check an say thank you for coming to Canada sorry for the life you have
It’s Canada we’ll give them a check an say thank you for coming to Canada sorry for the life you have
Uses ironic, stereotypical characterization of Canadian generosity and politeness toward immigrants as satirical commentary.
andrewfrazz5988
Feb 18, 2026
Indians are like package, once you receive one, you unpack ten.
Indians are like package, once you receive one, you unpack ten.
Uses a joke/metaphor about Indian immigration and family chain migration, employing satire to critique immigration patterns.
qizhang2032
Nov 12, 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
I think you should rebudget all that border money and build a wall- to keep us out. Then turn off the power a couple hours a day. They’ll get the pictures.
I think you should rebudget all that border money and build a wall- to keep us out. Then turn off the power a couple hours a day. They’ll get the pictures.
Sarcastically suggests building a wall and cutting power as deterrents, using ironic commentary on border security.
@tabithabrewsterotoole6946
Mar 4, 2025
Enjoy multiculturalism 😂😂🎉
Enjoy multiculturalism 😂😂🎉
Uses sarcastic emojis to mock multiculturalism, employing ironic commentary on immigration.
aleics25
Jan 28, 2026
You know that place be stankin
You know that place be stankin
Casual, colloquial jab using slang humor to make a derogatory comment about a place.
Humor / Satire
0.82
justmadethisyesterday
Jan 27, 2026
"Canada's tighter immigration policy *UNITES* the country". There, I fixed the title for you.
"Canada's tighter immigration policy *UNITES* the country". There, I fixed the title for you.
Sarcastic reframing of the video title to suggest immigration restrictions unite rather than divide the country.
PixxelNomad
Feb 11, 2026
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)