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
O hihihaha asaa ooooo Canada 😅😅😅
O hihihaha asaa ooooo Canada 😅😅😅
Expresses dismissive laughter with nonsense syllables, indicating sarcastic or mocking commentary on the topic.
Humor / Satire
0.85
@marcgrondin5836
Feb 21, 2026
Justinder Truedeep legacy!!!
Justinder Truedeep legacy!!!
Uses phonetic mockery of the Prime Minister's name as satirical criticism of his political legacy.
AndySowyer
Feb 17, 2026
🤦🏼♂️ what a fool. Time for an election.
🤦🏼♂️ what a fool. Time for an election.
Uses dismissive tone and eye-roll emoji to mock the subject while calling for an election.
@realchadlefevre
Feb 20, 2026
Australia has a favourite cuss word and it suits this Smith
Australia has a favourite cuss word and it suits this Smith
Uses sarcastic reference to Australian slang as a joke/insult directed at the politician.
Humor / Satire
0.85
@Davidelmhirst
Feb 20, 2026
That's a heck of a long referendum. The Longest Ballot Initiative would be jealous.
That's a heck of a long referendum. The Longest Ballot Initiative would be jealous.
The comment uses sarcasm and humor by comparing the referendum length to a ballot initiative, making a joking observation rather than substantive argument.
Humor / Satire
0.85
@bluequiltedness
Feb 20, 2026
At least they are using registered guns , and I'm sure they will participate in the buyback
At least they are using registered guns , and I'm sure they will participate in the buyback
Uses ironic commentary about registered guns and gun buyback participation to critique immigration-related security concerns.
Humor / Satire
0.85
@earmstrong8266
Feb 19, 2026
Wow, the whole 10 people deported! In how much time? "Good" job, Canada!
Wow, the whole 10 people deported! In how much time? "Good" job, Canada!
Uses sarcasm and irony ('Wow,' 'Good' in quotes) to mock the minimal scale of deportations, critiquing government action through comedic understatement.
@dmart3607
Feb 19, 2026
🤣🤣🤣Innada🤣🤣🤣
🤣🤣🤣Innada🤣🤣🤣
Laughing emojis with minimal text suggest amusement or mockery rather than substantive commentary.
Humor / Satire
0.85
JEROMELEE09
Jan 28, 2026
lol this is why I don’t complain when they get my Timmie’s order wrong.
lol this is why I don’t complain when they get my Timmie’s order wrong.
Uses self-deprecating humor about immigrant service workers to express empathy and normalize minor mistakes.
user-vl8iw1666
Feb 18, 2026
I thought they all moved to Australia 🦘
I thought they all moved to Australia 🦘
A joking comment using an emoji to make a lighthearted jab about immigration patterns.
Humor / Satire
0.85
msdemeanour
Jan 28, 2026
Heard the government say they are “new canadians” 🤣
Heard the government say they are “new canadians” 🤣
Uses sarcastic laughter emoji to mock the government's terminology of 'new Canadians' in an ironic way.
Humor / Satire
0.85
Cboystvfanpage090
Feb 19, 2026
What? When did they figure this out? I'm shocked what?. Lol
What? When did they figure this out? I'm shocked what?. Lol
Sarcastic expression of mock surprise using 'Lol' to convey ironic commentary on the video's revelations.
Humor / Satire
0.85
Paul-p7j7p
Feb 18, 2026
..Book'em.. ship'em.. 😮 buh bye 👋
..Book'em.. ship'em.. 😮 buh bye 👋
Sarcastic, dismissive tone with emojis suggesting ironic commentary on deportation policy.
Humor / Satire
0.85
JamesStaub-f3o
Feb 18, 2026
Real talk... !! Indans take over canada .. it calls now CANA-DIANS..😅😅😅😅
Real talk... !! Indans take over canada .. it calls now CANA-DIANS..😅😅😅😅
Uses sarcasm and wordplay ('CANA-DIANS') to mock demographic change, combining humor with identity-based framing.
Oxxo408
Oct 27, 2025
Yah Butt, daversity is our strangth, raght?
Yah Butt, daversity is our strangth, raght?
Sarcastic mockery of diversity rhetoric using misspellings ('daversity', 'strangth', 'raght') to ridicule the phrase 'diversity is our strength.'
brenta.817
Feb 18, 2026
O wow ...wow...who would have ever though ...that lack of control over our border could couse issues...o wow. Being sarcastic here. Just in case its hard to notice...
O wow ...wow...who would have ever though ...that lack of control over our border could couse issues...o wow. Being sarcastic here. Just in case its hard to notice...
Explicit sarcasm about border control failures, using repetition and self-aware meta-commentary to mock government policy.
kubatomczyk1801
Feb 18, 2026
ICE ICE BABY
ICE ICE BABY
References the Vanilla Ice song 'Ice Ice Baby' as a joke response to ICE-related discussion.
Humor / Satire
0.85
annfoster6116
Feb 18, 2026
Look at Surrey Mayor 😂😂😂 she looks like a loser.
Look at Surrey Mayor 😂😂😂 she looks like a loser.
Uses mocking emoji and derogatory language toward a public figure, employing sarcasm and ridicule rather than substantive critique.
Hazara26
Feb 18, 2026
Carney, why would you do this?? /s
Carney, why would you do this?? /s
Sarcastic question directed at a named individual with '/s' tag indicating ironic commentary.
Humor / Satire
0.85
Charlesce-dp1xe
Feb 18, 2026
Sneaking into the greatest country on Earth? LMFAO
Sneaking into the greatest country on Earth? LMFAO
Sarcastic joke about Canada being 'the greatest country' while mocking illegal immigration, combining humor with nationalist framing.
HawttGarbage
Feb 17, 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)