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
Hahaha Go President Trump! Leftist can cry all day too. ?
Hahaha Go President Trump! Leftist can cry all day too. ?
Uses humor and sarcasm to mock political opponents while expressing support for Trump.
@MrMe-oj9ms
Mar 4, 2025
How you gonna say this with your last name my guy lmao
How you gonna say this with your last name my guy lmao
Comment uses sarcasm and humor ('lmao') to mock someone's credibility based on their surname, employing ironic commentary.
Humor / Satire
0.80
Dmoney2690
Jan 27, 2026
Yes, but Canada has the USMCA agreement working for them, signed by Trump! LMAO ?
Yes, but Canada has the USMCA agreement working for them, signed by Trump! LMAO ?
Uses sarcastic laughter and ironic framing to comment on Trump's USMCA agreement and its relevance to Canada.
@bryanstoll7104
Mar 4, 2025
I wonder if he called Donald an idiot in french too.
I wonder if he called Donald an idiot in french too.
Joking reference to Trudeau's alleged French-language insult, using humor to critique his behavior.
@Life_Is_A...
Mar 4, 2025
Truckers and farmers for Truedough ........not
Truckers and farmers for Truedough ........not
Sarcastic dismissal of truckers/farmers supporting Trudeau, using ironic tone ('not').
@davebadingo4468
Mar 4, 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
HAS ANYBODY TALKED TO PRESIDENT MUSK ?
HAS ANYBODY TALKED TO PRESIDENT MUSK ?
Sarcastic question treating Elon Musk as a political authority figure, using irony to critique power dynamics.
Humor / Satire
0.80
@dadskoropad2237
Mar 4, 2025
Strange this test isnt in Hindi, loooool. Thank you so much. This's very helpful.
Strange this test isnt in Hindi, loooool. Thank you so much. This's very helpful.
Uses sarcastic joke about the test not being in Hindi, followed by genuine thanks for helpful content.
iROChakri
Jun 30, 2025
What would GOP do if Idiot Trump were a Democrat?
What would GOP do if Idiot Trump were a Democrat?
Commenter uses rhetorical sarcasm to critique perceived double standards in how Trump is treated compared to hypothetical Democratic equivalent.
@thanh0378
Mar 4, 2025
5:45 whats his IQ. I promise mine is higher.
5:45 whats his IQ. I promise mine is higher.
Sarcastic jab at someone in the video using an IQ comparison, combining video commentary with ironic humor.
IshGlobal
Jan 27, 2026
They are "students"
They are "students"
Uses sarcastic quotation marks around 'students' to imply skepticism about their actual status, employing ironic commentary.
Humor / Satire
0.80
antantantantantantantant
Sep 29, 2025
Sounds like a sore loser to me.
Sounds like a sore loser to me.
Brief dismissive quip using sarcasm to mock someone's position rather than engage substantively.
Humor / Satire
0.80
@JynxedKoma
Mar 4, 2025
Just to let you know it has been barely two month since he came to office \n\nGod it’s gonna be fun 4 years
Just to let you know it has been barely two month since he came to office \n\nGod it’s gonna be fun 4 years
Sarcastically comments on the early stage of a government term with anticipatory humor about future difficulties.
Humor / Satire
0.80
@mehdiazad75
Mar 4, 2025
Canada turned into Kannada
Canada turned into Kannada
Wordplay joke comparing Canada to Kannada (South Indian language), sarcastically commenting on immigration demographics.
thefrench8847
Jan 27, 2026
When foolishness impregnates dummy, it will give birth to Trump/Vance\nThose who refused to see beyond their noses and voted for chaos and irrationality will live to face their stupidity
When foolishness impregnates dummy, it will give birth to Trump/Vance\nThose who refused to see beyond their noses and voted for chaos and irrationality will live to face their stupidity
Uses crude metaphorical humor and sarcasm to mock Trump/Vance voters, combining satire with identity-based criticism.
@oliveronyema7200
Mar 4, 2025
Canada 🇨🇦 is cooked 😂😂😂
Canada 🇨🇦 is cooked 😂😂😂
Uses joking tone ('cooked') to express concern about Canada's state, blending satire with underlying anxiety.
ericg1222
Jan 27, 2026
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
I’d use that closest ally comment very loosely Mr dictator, erm I mean Mr Castro Jnr.
I’d use that closest ally comment very loosely Mr dictator, erm I mean Mr Castro Jnr.
Employs sarcasm and irony by calling Trudeau a 'dictator' and 'Castro Jr.' in a mocking tone about political relationships.
@Mintosh-ki8cl
Mar 4, 2025
I'm from Canada I think it's so funny u found out how terrible they drive in Brampton highest insurance rates in Ontario 😂😂😂
I'm from Canada I think it's so funny u found out how terrible they drive in Brampton highest insurance rates in Ontario 😂😂😂
Canadian commenter uses humor and personal observation about driving in Brampton to make a lighthearted jab.
BiGLAHHHH
Jan 29, 2026
Comrade Donald
Comrade Donald
Uses sarcastic nickname 'Comrade Donald' to mock Trump's political alignment, employing ironic Cold War terminology.
@deadwood3764
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)