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
We don't want your products Sir! We don't need your dirty oil! We don't need your whisky either! Lol!
We don't want your products Sir! We don't need your dirty oil! We don't need your whisky either! Lol!
Humorous rejection of American products using exaggeration and 'Lol' to mock Trump's trade threats.
@freespiritedsoul68
Mar 4, 2025
They don’t eat poop like they do back home It’s almost like they’re learning to blend in
They don’t eat poop like they do back home
It’s almost like they’re learning to blend in
Uses sarcastic humor to mock immigrants, with a backhanded comment about cultural assimilation presented as ironic commentary.
shanethrelfall416
Jan 27, 2026
Trumpy dumpty will be remembered as the tariff president.
Trumpy dumpty will be remembered as the tariff president.
Uses wordplay ('Trumpy dumpty') and ironic framing to mock Trump's tariff policies.
Humor / Satire
0.82
@Jojo-bm4tb
Mar 4, 2025
Okay yall hate indians so much yeah? I wish the muslims on you , the beautiful Rp gangs of Bangladesh and pakistan would be better for canada 😂😂
Okay yall hate indians so much yeah?
I wish the muslims on you , the beautiful Rp gangs of Bangladesh and pakistan would be better for canada 😂😂
Sarcastic response to anti-Indian sentiment, using ironic humor to mock exclusionary attitudes.
raghavkaushal4575
Jan 27, 2026
In Ontario; we now refer to Tim Hortons as Singh Hortons
In Ontario; we now refer to Tim Hortons as Singh Hortons
The comment makes a sarcastic joke about demographic change in Ontario by renaming a business, blending humor with identity-based commentary.
derekleeson222
Jan 27, 2026
Was Trump there?? Ha ha ha ha!!!!!dumb a$$e$???
Was Trump there?? Ha ha ha ha!!!!!dumb a$$e$???
Sarcastic joke questioning Trump's presence at the event, with mocking laughter and name-calling for comedic effect.
Humor / Satire
0.82
@LonnieDale-s4n
Mar 4, 2025
Jajajaja. El "mejor país del mundo"
Jajajaja. El "mejor país del mundo"
Uses sarcastic laughter and ironic quotation marks to mock Canada's self-perception as the 'best country in the world.'
edwinxaviernarvaezvillamar7213
Feb 24, 2026
AI footage of the rickshaw on the freeway 😂😂
AI footage of the rickshaw on the freeway 😂😂
Makes a joking reference to AI-generated content quality regarding an absurd scenario in the video.
Humor / Satire
0.82
michaelb5622
Jan 27, 2026
That gentleman ranting against brown folks calling their place shithole, went to eat chicken tikka masala after this interview..
That gentleman ranting against brown folks calling their place shithole, went to eat chicken tikka masala after this interview..
Uses ironic satire to critique hypocrisy: someone who disparages brown people and their culture still consumes their food.
neo26
Sep 20, 2025
ooohhh noooooo people immigrated to a country who was welcoming immigrantsss ohhh noooo how can theyyyy :((
ooohhh noooooo people immigrated to a country who was welcoming immigrantsss ohhh noooo how can theyyyy :((
Sarcastic commentary using exaggerated concern to critique anti-immigration sentiment, implying that welcoming immigrants is morally appropriate.
prayagtrivedi2606
Jan 27, 2026
Fantastic speech. Only one lie: I don't actually believe he thinks Trump is intelligent......
Fantastic speech. Only one lie: I don't actually believe he thinks Trump is intelligent......
Praises the speech while using ironic humor to mock Trump's intelligence, combining support with comedic critique.
@Tseringlhatso
Mar 4, 2025
tell that hick to review our CRA statements if he thinks we don't pay taxes hahaha
tell that hick to review our CRA statements if he thinks we don't pay taxes hahaha
Uses sarcastic humor ('hahaha') to mock the claim that immigrants don't pay taxes, implying they do contribute economically.
menacer-oi2bg
Sep 20, 2025
Yea just punched trump in the ground
Yea just punched trump in the ground
Celebratory, likely sarcastic comment using metaphorical language ('punched trump in the ground') rather than literal policy discussion.
Humor / Satire
0.82
@curly_
Mar 4, 2025
Канада отправит их в Науру. 😂
Канада отправит их в Науру. 😂
Comment in Russian with laughing emoji making a satirical reference to deportation to Nauru (Australia's offshore detention center).
Humor / Satire
0.82
FanPip
Feb 18, 2026
But leave your cell phone at home
But leave your cell phone at home
A sarcastic quip about border security measures, using ironic advice as commentary.
Humor / Satire
0.82
gfutube1
Dec 8, 2025
We have unlocked the coded media term "Brampton Driver"
We have unlocked the coded media term "Brampton Driver"
Ironic commentary decoding a media euphemism ('Brampton Driver') as coded language, using satire to critique media framing.
DerekMcquattie
Jan 27, 2026
Lol. We know Trudeau was being kind when he called Trump smart.
Lol. We know Trudeau was being kind when he called Trump smart.
Uses ironic humor to mock Trudeau's diplomatic restraint in calling Trump 'smart.'
Humor / Satire
0.82
@deporreswilliams3464
Mar 4, 2025
Did she just say “decoupling”? OMG the doublespeak is killing me.
Did she just say “decoupling”? OMG the doublespeak is killing me.
Uses sarcasm and irony to mock the use of the term 'decoupling' as political doublespeak.
@mannysr67
Mar 4, 2025
I fucking love the Indian guy who said there’s too many Indians 😂 also yeah you SHOULD assimilate to the country you’ve moved to! My grandparents and parents did. Also that dude on the bike?! …
I fucking love the Indian guy who said there’s too many Indians 😂 also yeah you SHOULD assimilate to the country you’ve moved to! My grandparents and parents did. Also that dude on the bike?! BROOO 😂
Uses humor and laughter to comment on assimilation expectations, referencing personal family history with comedic tone.
shrinapurohit5207
Mar 3, 2026
"What do the native Canadians think" then he goes and talks to white ppl like bro they immigrants to this land 😂😂
"What do the native Canadians think" then he goes and talks to white ppl like bro they immigrants to this land 😂😂
Uses ironic humor to critique the framing of 'native Canadians' as white people, pointing out the contradiction with laughter.
Lakota_1478
Mar 1, 2026
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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)