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
Drumpf must be sooo triggered.
Drumpf must be sooo triggered.
Uses sarcasm and wordplay ('Drumpf') to mock Trump's hypothetical emotional reaction.
Humor / Satire
0.85
@KrisTaylor-xe8ex
Mar 4, 2025
When ur partner disrespect you.... Con te partirò..... ?
When ur partner disrespect you.... Con te partirò..... ?
Cryptic joke or meme reference using an Italian opera title in response to relationship/political conflict, employing ironic commentary.
Humor / Satire
0.85
@andreastw3638
Mar 4, 2025
Who’s saying we don’t pay taxes 😂
Who’s saying we don’t pay taxes 😂
Dismissive response with laughing emoji challenging the previous claim in a sarcastic tone.
Humor / Satire
0.85
ArshdeepKhadial
Sep 21, 2025
What do we get from Canada??? Syrup???
What do we get from Canada??? Syrup???
Uses sarcastic humor to question Canada's economic value, reducing it to a stereotypical export (syrup).
@marcnavarro7969
Mar 4, 2025
9:02 " said they walk naked near the window" who is also half naked outside and giving an interview😂
9:02 " said they walk naked near the window" who is also half naked outside and giving an interview😂
Makes a sarcastic joke pointing out hypocrisy in the video content using emojis for comedic effect.
SanjayKumar-m1n4w
Sep 26, 2025
Canada prime minister fine as hell hold up ???
Canada prime minister fine as hell hold up ???
Irreverent, off-topic comment making a flippant personal remark about the PM's appearance, using casual humor rather than substantive engagement.
Humor / Satire
0.85
@Suwalashes
Mar 4, 2025
“Pay no taxes” haha
“Pay no taxes” haha
Sarcastic comment mocking a claim about immigrants not paying taxes.
Humor / Satire
0.85
TheDeepGillExperience
Sep 21, 2025
I like him! Could the U.S. be the newest Canadian province?
I like him! Could the U.S. be the newest Canadian province?
The comment uses ironic humor by jokingly suggesting the U.S. become a Canadian province, inverting typical annexation rhetoric.
@jonathonhinson2070
Mar 4, 2025
We glazing Trudeau now?!
We glazing Trudeau now?!
Sarcastic commentary using slang ('glazing') to mock perceived excessive praise of Trudeau.
Humor / Satire
0.85
@kallahan-great-khan
Mar 4, 2025
Trump to United Nation- I am leaving UN as you have not given VETO power to North Korea which is greatest & greatest & greatest democracy in the world???? Trump promise Full of entertainment for …
Trump to United Nation- I am leaving UN as you have not given VETO power to North Korea which is greatest & greatest & greatest democracy in the world???? Trump promise Full of entertainment for at least 4 years not for only Americans , for ALL
Uses sarcasm and absurdist humor to mock Trump's rhetoric and UN politics, with exaggerated claims presented ironically.
@soothingrelaxationmindsoul9358
Mar 4, 2025
Liberals say immigrants will give us more money. If you shit in your soup, there will be more of it too.
Liberals say immigrants will give us more money. If you shit in your soup, there will be more of it too.
Uses crude sarcasm and a scatological metaphor to mock Liberal immigration policy, blending satirical humor with implicit policy criticism.
aligathorchicago
Sep 22, 2025
If you guys are tired of Trudeau can the US have him… please ?
If you guys are tired of Trudeau can the US have him… please ?
Sarcastic joke offering Trudeau to the US, using humor to express political dissatisfaction.
@PsilocybePhilosophy
Mar 4, 2025
Can we trade Trump for Trudeau?
Can we trade Trump for Trudeau?
Sarcastic/joking proposal to exchange Trump for Trudeau, using humor to critique US leadership.
@uhsenli6424
Mar 4, 2025
Canada fork 😮😮😮
Canada fork 😮😮😮
Cryptic emoji-based joke or meme reference with no substantive content, likely satirical commentary.
Humor / Satire
0.85
tirkgae4306
Feb 25, 2026
Smooth words. Smooth face. Always a great sign... (irony included)
Smooth words. Smooth face. Always a great sign... (irony included)
Uses ironic commentary to mock a political figure's appearance and rhetoric as insincere.
@yanfranca8382
Mar 4, 2025
He probably has a lace bra he slides into after these press conferences. ?
He probably has a lace bra he slides into after these press conferences. ?
Uses crude sarcasm and innuendo to mock a political figure, with the question mark indicating ironic intent.
Humor / Satire
0.85
@Bohemianmisfitt
Mar 4, 2025
"They all look similar so they use somebody else's license" 💀💀💀💀
"They all look similar so they use somebody else's license" 💀💀💀💀
Presents a joke/meme format with laughing emojis, though it references an unverified stereotype about license fraud.
nocapape
Sep 21, 2025
If i could vote for Trudeau as an honarary/interim president of the US, i would.
If i could vote for Trudeau as an honarary/interim president of the US, i would.
Commenter uses ironic/joking tone to express approval of Trudeau by suggesting he should lead the US, comparing leaders across nations.
@tunafishboi4236
Mar 4, 2025
Its BRAMLADESH in ONTARIO-JAB In CANADA-STAN
Its BRAMLADESH in ONTARIO-JAB In CANADA-STAN
Sarcastic wordplay creating mock place names to satirize perceived demographic changes in Canadian cities.
THEVEETS
Sep 20, 2025
Pretending you are Portuguese 😁.
Pretending you are Portuguese 😁.
Makes a joking comment about someone falsely claiming Portuguese identity, likely referencing the video subject.
Humor / Satire
0.85
jits
Feb 12, 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)