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
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Humor / Satire
4,434 comments
Greatest country on earth? Fucking americans 😂😂😂
Greatest country on earth? Fucking americans 😂😂😂
Sarcastic dismissal of 'greatest country' claim with joking jab at Americans, using irony and emojis.
mazharul
Feb 7, 2026
“Alright while the prime minister speaks in french”. I was expecting an English translation but received a casual uninterested spiel à la Ron Burgundy.
“Alright while the prime minister speaks in french”. I was expecting an English translation but received a casual uninterested spiel à la Ron Burgundy.
The comment uses sarcastic comparison to Ron Burgundy to humorously critique the prime minister's French-language delivery and tone.
@babysauceproductions7433
Mar 4, 2025
Will there be tariffs on deez?
Will there be tariffs on deez?
Comment uses slang wordplay ('deez') in a joking manner to ask about tariffs, employing humor and satire rather than serious inquiry.
@OnlineVCR
Mar 4, 2025
We've been calling it Afbrampistan since i was in highschool. I am almost 39 years old now. 😂 Just Canada's apathy at work.
We've been calling it Afbrampistan since i was in highschool. I am almost 39 years old now. 😂 Just Canada's apathy at work.
Uses sarcastic nickname and laughing emoji to mock Canada's perceived inaction on immigration issues.
pickledude101
Dec 29, 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
I can only think of South Park, go on a hunger strike!
I can only think of South Park, go on a hunger strike!
References South Park and hunger strike as satirical commentary on political protest.
Humor / Satire
0.82
@terrortree
Mar 4, 2025
“I don’t have the $6,000 but I got a knife from the gas station” -Tyler Oliveira
“I don’t have the $6,000 but I got a knife from the gas station”
-Tyler Oliveira
Quotes a content creator (Tyler Oliveira) in a sarcastic, humorous way to comment on immigration-related crime narratives.
pauldesmond6741
Feb 8, 2026
Donald is so smart he bankrupted 3 casinos and now is trying to bankrupt the US.
Donald is so smart he bankrupted 3 casinos and now is trying to bankrupt the US.
Uses ironic sarcasm ('so smart') to critique Trump's business record and economic competence.
@tonyfebles3578
Mar 4, 2025
Trump is a Hoser!
Trump is a Hoser!
Lighthearted insult using Canadian slang ('Hoser') as humorous criticism of Trump.
Humor / Satire
0.82
@joeguzmanguzman
Mar 4, 2025
Liberal got a way to escape from all the 💩 they do they just blame Trump for everting 😂
Liberal got a way to escape from all the 💩 they do they just blame Trump for everting 😂
Uses sarcasm and emoji to mock Liberal government for deflecting blame to Trump, combining humor with partisan criticism.
jaycraig674
Feb 24, 2026
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
Funny bc the colonizer's are crying about been replaced when they did they same thing and claim the country as theirs, white pple are funny they think it's their God given rights to enter another …
Funny bc the colonizer's are crying about been replaced when they did they same thing and claim the country as theirs, white pple are funny they think it's their God given rights to enter another country and colonize it but others can't, same with the ones in Australia crying 😂😂😂
Sarcastic, ironic commentary using humor and emojis to critique historical colonization while mocking contemporary complaints about demographic change.
ronaldorussell2138
Nov 14, 2025
DIVERSITY IS OUR STRENGTH !! and by diversity we mean only Indians !
DIVERSITY IS OUR STRENGTH !! and by diversity we mean only Indians !
Sarcastically critiques the 'diversity' narrative by pointing out selective inclusion of only one ethnic group.
screambloodygordon205
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
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
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
Im sihk and tired of this
Im sihk and tired of this
Pun-based wordplay ('sikh and tired') using identity terminology for comedic effect.
Humor / Satire
0.82
thatdudexd
Jan 28, 2026
I’d rather move to America even if I’m going to get shot 10 times, after an ICE agent relieves me of my gun.
I’d rather move to America even if I’m going to get shot 10 times, after an ICE agent relieves me of my gun.
Uses ironic exaggeration comparing Canada unfavorably to America through satirical commentary on gun violence and ICE.
I999-g2s
Feb 9, 2026
Trump won't be mad. Trudeau is in a suit!
Trump won't be mad. Trudeau is in a suit!
Sarcastic joke about Trudeau's formal appearance as reason Trump won't be angry, using ironic commentary.
Humor / Satire
0.81
@dolcevita8996
Mar 4, 2025
trump is mad that melania is all over tudeaus tip
trump is mad that melania is all over tudeaus tip
Uses crude sexual innuendo and sarcasm to mock Trump's motivations, employing humor to critique the situation.
Humor / Satire
0.81
@fedupdomer5654
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)