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
The lady whose family immigrated to Canada 50 years ago: how do you have an accent?
The lady whose family immigrated to Canada 50 years ago: how do you have an accent?
Ironic commentary pointing out the absurdity of questioning someone's accent when their family has lived in Canada for 50 years.
Humor / Satire
0.90
boomtsstbahhoughahh
Oct 3, 2025
Trudeau says TruNo
Trudeau says TruNo
Wordplay joke on Trudeau's name ('TruNo'), mocking his position or decisions.
Humor / Satire
0.90
@frankjamesbonarrigo7162
Mar 4, 2025
Lmfao Algoma is a real university
Lmfao Algoma is a real university
Sarcastic comment mocking the legitimacy of Algoma University, using ironic tone ('Lmfao').
Humor / Satire
0.90
McMercenary3601
Jan 29, 2026
Для португальца слишком шустрый английский, я бы напряглась на месте индусов 😄
Для португальца слишком шустрый английский, я бы напряглась на месте индусов 😄
Joking observation in Russian about language proficiency differences, using humor and emoji to comment on the video content.
Humor / Satire
0.90
Мария-ч7й7х
Feb 3, 2026
All I am saying is poutine + curry fusion restaurant would go hard AF 🔥
All I am saying is poutine + curry fusion restaurant would go hard AF 🔥
Lighthearted joke celebrating cultural fusion and immigrant contributions through food culture.
BrockitGaming
Jan 27, 2026
Yes Trump is a real Dumbo.
Yes Trump is a real Dumbo.
Brief insulting joke comparing Trump to a cartoon character.
Humor / Satire
0.90
@williamwells1862
Mar 4, 2025
Welcome to Americanada.
Welcome to Americanada.
Sarcastic portmanteau combining 'America' and 'Canada' to mock the political situation with ironic commentary.
Humor / Satire
0.90
@williamjver
Mar 4, 2025
Yo Trump, Canadians are wild, bro. They may be polite and all but not in a fight. They know how to fight dirty… like really dirty. Buckle up American! Ol’ boy Trump gonna get us …
Yo Trump, Canadians are wild, bro. They may be polite and all but not in a fight. They know how to fight dirty… like really dirty. Buckle up American! Ol’ boy Trump gonna get us in a big mess.
Humorous, tongue-in-cheek warning about Canadian toughness using casual language and ironic tone.
Humor / Satire
0.90
@Mr.TeETH78
Mar 4, 2025
Prime minister: you use big words US president will not understand
Prime minister: you use big words US president will not understand
Uses ironic joke mocking Trump's vocabulary and intelligence through a fictional PM statement.
Humor / Satire
0.90
@vt9288
Mar 4, 2025
At least they don’t 💣 😂
At least they don’t 💣 😂
Joking comparison using emoji and sarcasm to make a humorous point.
Humor / Satire
0.90
sidd8899
Jan 29, 2026
Down symbol African 😂
Down symbol African 😂
Brief sarcastic comment with emoji, appears to be mocking or joking about the discussion topic.
Humor / Satire
0.90
KelekenVersatil
Feb 20, 2026
“The upper class of the Indians” 😅💀
“The upper class of the Indians” 😅💀
Mocking reaction to a phrase in the video, using emoji to signal ironic amusement.
Humor / Satire
0.90
bernard7780
Jan 27, 2026
Donald Trump’s presidency is like a reality show where the plot twists are written by a toddler with a crayon—chaotic, messy, and somehow still on air.
Donald Trump’s presidency is like a reality show where the plot twists are written by a toddler with a crayon—chaotic, messy, and somehow still on air.
Uses extended metaphor and sarcasm to mock Trump's presidency as chaotic and absurd entertainment.
Humor / Satire
0.90
@jadonlawrence4909
Mar 4, 2025
Catching scamming culture while advertising scammy apps 😂
Catching scamming culture while advertising scammy apps 😂
Ironic commentary pointing out hypocrisy between video content and advertising, using emoji for comedic effect.
IdanKim.702
Jan 27, 2026
They opened a new Indian Headquarters in BC 😂😂
They opened a new Indian Headquarters in BC 😂😂
Uses joking tone with laughing emojis to make a satirical comment about Indian immigration concentration in BC.
Humor / Satire
0.90
SG-bc9bg
Jan 27, 2026
We've been sick of immigrants since the 1600's... When we hear these settler immigrants complain about other immigrants... We laugh 🤣😂🤣
We've been sick of immigrants since the 1600's... When we hear these settler immigrants complain about other immigrants... We laugh 🤣😂🤣
Sarcastic commentary with emojis pointing out historical irony of settler-descendants complaining about immigration.
ApacheNationRDR2
Sep 10, 2025
Thank you for coming, please stop at the gift shop in the airport on your way home.
Thank you for coming, please stop at the gift shop in the airport on your way home.
Sarcastic, ironic farewell message using humor to mock or dismiss immigrants.
Humor / Satire
0.90
beerfanboy
Jan 15, 2026
This looming tariff squabble between these once-chummy nations needs to hit the discussion table, stat! So, let’s roll out a grand convoy led by Canada’s finest, Terrance and Phillip, to face off with a U.S. …
This looming tariff squabble between these once-chummy nations needs to hit the discussion table, stat! So, let’s roll out a grand convoy led by Canada’s finest, Terrance and Phillip, to face off with a U.S. special delegation spearheaded by the legendary Eric Cartman. We propose this showdown happens near Niagara Falls, where the mist can douse the heated trade tensions. Canada better 'respect his authoritah,' or the U.S. might just demand a full refund—starting with trade of Mike Myers for Michael Myers!!
Extended satirical commentary using South Park character references to humorously address US-Canada trade tensions.
@ichoudhury007
Mar 4, 2025
Canada, you should build a wall, before Americans become the next generation of illegal immigrants, as climate, politics and their economy makes their country inhospitable… just joking of course… or not?
Canada, you should build a wall, before Americans become the next generation of illegal immigrants, as climate, politics and their economy makes their country inhospitable… just joking of course… or not?
Uses ironic joking about building a wall and American climate/economic crisis, with explicit acknowledgment of sarcasm.
@CelineRelecom
Mar 4, 2025
So how close are we to real life Fallout?
So how close are we to real life Fallout?
Uses ironic reference to Fallout video game series to satirize current political/social conditions.
Humor / Satire
0.90
@davidduanes9574
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)