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
Trump single handedly saved Trudeau’s career
Trump single handedly saved Trudeau’s career
Ironic or sarcastic claim that Trump inadvertently benefited Trudeau politically.
Humor / Satire
0.80
@Franzlio
Mar 5, 2025
American here... Canada can I come live with you? I promise I didn't vote for this crap!
American here... Canada can I come live with you? I promise I didn't vote for this crap!
Humorous request to immigrate to Canada with self-deprecating disclaimer about voting record.
@olympicgoddess6828
Mar 5, 2025
It's Michael Moore comedy all the way down. Don't forget huh! Canada has the CN Tower!
It's Michael Moore comedy all the way down. Don't forget huh! Canada has the CN Tower!
Sarcastic commentary comparing the speech to Michael Moore comedy and making a joking reference to the CN Tower.
@CheesecakeJohnson-g7q
Mar 5, 2025
Oh canada you smell the dirty fess
Oh canada you smell the dirty fess
Sarcastic or insulting comment using wordplay ('fess') as a form of mockery.
Humor / Satire
0.80
@coonhound7937
Mar 4, 2025
The US Gov looks like a reality shit show. I think Trump is about evolving dementia.
The US Gov looks like a reality shit show. I think Trump is about evolving dementia.
Uses sarcastic and exaggerated language about US politics to critique through ironic commentary rather than direct argument.
@nickheld797
Mar 5, 2025
The Canadian Dominion of Cuckistan has fallen.
The Canadian Dominion of Cuckistan has fallen.
Uses derogatory wordplay ('Cuckistan') as sarcastic commentary on perceived national decline.
TC-iz5hr
Jan 27, 2026
Trudeau for US president!
Trudeau for US president!
Jokingly suggests a Canadian leader for US president, using ironic comparison to critique US politics.
@PhilipBrandt1973
Mar 5, 2025
make Canada join the EU !!!
make Canada join the EU !!!
Uses exaggerated, sarcastic language about Canada joining the EU as ironic commentary on geopolitical preferences.
@sebastiankell84
Mar 5, 2025
Trump should take english lessons from Trudeau
Trump should take english lessons from Trudeau
Uses ironic comparison between Trump and Trudeau's communication styles as comedic commentary.
@Colmoschin123
Mar 5, 2025
Trump: hmmmmmm ...now we are talking!!!!!!!
Trump: hmmmmmm ...now we are talking!!!!!!!
Uses ironic tone and exaggeration to humorously comment on Trump's reaction to the speech.
Humor / Satire
0.80
@gauravpatel3220
Mar 5, 2025
Correction...A DUMB man did a DUMB thing!!
Correction...A DUMB man did a DUMB thing!!
Dismissive wordplay and repetition used sarcastically to mock Trump's intelligence.
Humor / Satire
0.80
@DeetzMindGymCoach
Mar 4, 2025
All your streets are belong to our shit, saar.
All your streets are belong to our shit, saar.
Uses meme-format language and stereotypical accent mockery to satirize immigrant presence, combining humor with offensive stereotyping.
MilquetoastQT
Jan 27, 2026
Canada, UK, Australia, NZ & Singapore will add a new holiday date to its calendar "cow dung festival"
Canada, UK, Australia, NZ & Singapore will add a new holiday date to its calendar "cow dung festival"
Satirical/mocking comment using cultural stereotypes as a form of sarcastic commentary on immigration.
kevininginselalugajian1127
Jan 27, 2026
Nicest human smugglers lmao. Let you leave and come back lmaooo
Nicest human smugglers lmao. Let you leave and come back lmaooo
Uses sarcastic humor ('nicest human smugglers') to mock immigration enforcement or border policies.
Humor / Satire
0.80
Lolworldwideeeeee
Jan 27, 2026
I can't believe trump got re-elected.\n\nIt's down to Elon chap and his mate Phil
I can't believe trump got re-elected.\n\nIt's down to Elon chap and his mate Phil
Uses sarcasm and humor to express disbelief at Trump's re-election, with a joking reference to Elon Musk and associates.
@Skunkworks66
Mar 5, 2025
Indian headquarter😂
Indian headquarter😂
Brief sarcastic comment with emoji suggesting mockery of Indian presence or concentration in a location.
bramzamouri7799
Mar 1, 2026
I love like american reporter simply repeat what other ppl say, like if every american is so stupid to not understand this the first time they hear things. xD
I love like american reporter simply repeat what other ppl say, like if every american is so stupid to not understand this the first time they hear things. xD
Mocks American media and audiences with sarcastic commentary about repetitive reporting and perceived audience intelligence, using 'xD' for comedic tone.
@Dacore_DE
Mar 4, 2025
We can see how you guys do at Eurovision this year and then maybe you can join the EU. You can send Celine Dion again. We shouldn't let Canada do this alone.
We can see how you guys do at Eurovision this year and then maybe you can join the EU. You can send Celine Dion again. We shouldn't let Canada do this alone.
The comment uses ironic/joking tone about Eurovision and EU membership while comparing Canada to European nations in a lighthearted manner.
@Hosigie
Mar 5, 2025
Lol liberals sold us out long ago 🎉🎉🎉🎉
Lol liberals sold us out long ago 🎉🎉🎉🎉
Uses sarcasm and emojis to mock Liberal immigration policy in a joking tone.
ahazyday4268
Feb 18, 2026
If he can't read, I don't think the term, smart, applies to Trump.
If he can't read, I don't think the term, smart, applies to Trump.
A sarcastic jab questioning Trump's intelligence based on the premise of the video, using ironic tone.
Humor / Satire
0.80
@rogetrogetgiddy
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)