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
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Humor / Satire
4,434 comments
Could Canada go ahead and adopt California as a province? I'll move there immediately then. Maga and trump always shit talk California anyway, there's no love lost there ? please California LET'S DO THIS!
Could Canada go ahead and adopt California as a province? I'll move there immediately then. Maga and trump always shit talk California anyway, there's no love lost there ? please California LET'S DO THIS!
Satirical proposal for California to join Canada, using humor to express political frustration and desire to relocate.
@DonnaC-w1f
Mar 4, 2025
Can we punch Trump please??
Can we punch Trump please??
Hyperbolic, sarcastic statement expressing frustration with Trump through absurdist humor rather than serious advocacy.
@LeaveThePhilippines
Mar 4, 2025
Trump: I am sick of China´s expansionism...\nAlso trump: turn his back to his allies... to his neighboors!
Trump: I am sick of China´s expansionism...\nAlso trump: turn his back to his allies... to his neighboors!
Uses ironic juxtaposition and sarcasm to critique Trump's contradictory foreign policy positions.
@esquerioto
Mar 4, 2025
Trump Dumber & Dumber WOW Elbows up??????????????????????????????????????????????????????????????????????????????????????????????????????????????
Trump Dumber & Dumber WOW Elbows up??????????????????????????????????????????????????????????????????????????????????????????????????????????????
Uses mocking tone and excessive punctuation to ridicule Trump's intelligence and behavior in a sarcastic manner.
Humor / Satire
0.80
@albertbentley56
Mar 4, 2025
60% india. As for the government data, still even today doesn't make hundreds ruppe a day 60% of India that roughly work about 70cr indians people's you don't make even hundreds rupees per day India …
60% india. As for the government data, still even today doesn't make hundreds ruppe a day 60% of India that roughly work about 70cr indians people's you don't make even hundreds rupees per day India is a poor country In india where 90cr indians can't afford 2 time food 50lakh childrens die every year due to the hunger 30cr indians are homeless 40cr Indians living in deadly slums 800 million Indian waiting everymonth for 5kg atta (source indian gourmet data 2024) So Indians love india so much they are immigrated to Canada, UK, Europe and the USA to talk about how great India is 😂😂😂
Uses ironic commentary and statistics about India's poverty to satirize the contradiction of Indians emigrating while praising their home country.
Kingovv
Feb 24, 2026
Add Hindu Tax. They will leave.
Add Hindu Tax.
They will leave.
Sarcastic suggestion to impose discriminatory tax on Hindu immigrants to drive them away, using dark humor.
deshanrathnayake2737
Feb 24, 2026
Looks like the liberal gun ban is working
Looks like the liberal gun ban is working
Uses ironic sarcasm to comment on gun policy effectiveness, implying the opposite of the stated claim through satirical tone.
Paul-gf9fc
Feb 24, 2026
The guy in bike sound like trump lol
The guy in bike sound like trump lol
Makes a joking comparison between someone in the video and a political figure.
ThaexakaMavro
Feb 28, 2026
Парень на велосипеде себе на статью наговорил😂
Парень на велосипеде себе на статью наговорил😂
Joking comment in Russian about someone on a bicycle getting media attention, with laughing emoji indicating sarcasm.
olegoleg2264
Feb 28, 2026
canada is the new india saaaar do not redeem the indianphobia saaar
canada is the new india saaaar do not redeem the indianphobia saaar
Sarcastic comment using exaggerated 'saaaar' dialect and comparing Canada to India in a mocking tone.
reisen888
Feb 28, 2026
Man a robot who memorized his speech how cute
Man a robot who memorized his speech how cute
Uses sarcasm and mockery to critique the speaker's delivery as robotic and rehearsed.
@justinlyons5374
Mar 4, 2025
😂😂😂😂 sub-saharan Africans are the most intelligent people on earth dummy
😂😂😂😂 sub-saharan Africans are the most intelligent people on earth dummy
The comment uses sarcasm and irony to make a provocative claim about Sub-Saharan African intelligence, employing humor to critique stereotyping.
organicafricantechfarmer
Feb 28, 2026
Move them all up to Thunder Bay lmao
Move them all up to Thunder Bay lmao
Uses sarcastic suggestion to relocate immigrants to a remote city, employing ironic humor.
Humor / Satire
0.80
artiewoof
Feb 28, 2026
*as aIways preached by the evangeIicaI pastors of the* *-promised Iand-* 😂😅😊
*as aIways preached by the evangeIicaI pastors of the* *-promised Iand-* 😂😅😊
Uses sarcasm and emojis to mock religious/evangelical framing of Canada as a 'promised land.'
Humor / Satire
0.80
JagoKandang-x9f
Feb 28, 2026
If It wasnt for Drake, Canada would have all Ws this year.
If It wasnt for Drake, Canada would have all Ws this year.
Joking reference to Drake and Canadian sports performance, using ironic commentary.
Humor / Satire
0.80
@carbondated21
Mar 4, 2025
Donald? That’s Mr. President to you
Donald? That’s Mr. President to you
Sarcastic/ironic correction asserting Trump's presidential title, likely mocking those who refuse to acknowledge his position.
@brianjohnson5733
Mar 4, 2025
Guy in bike talk about intelligence 😂😂
Guy in bike talk about intelligence 😂😂
Mocking commentary with emojis about someone in the video, using irony to critique their credibility.
AI-Arabi-Dz
Feb 10, 2026
4:53 😂😂😂😂 truth
4:53 😂😂😂😂 truth
Laughing emoji response to a specific video moment, indicating agreement through humor rather than substantive argument.
VarunRathour786
Feb 24, 2026
I'm disappointed he hasn't renamed the USA Trumpland or maybe the Fascist American Republic of Trumpland. FART clearly doesn't need trade they have the magic orange guy.
I'm disappointed he hasn't renamed the USA Trumpland or maybe the Fascist American Republic of Trumpland. FART clearly doesn't need trade they have the magic orange guy.
Uses sarcasm and acronym wordplay (FART) to mock Trump and American politics, with ironic commentary.
@jasoncallow860
Mar 4, 2025
Lol this Communist clown talked to Trump face-to-face many times, and he still got a 25% tariff jammed up Canada's keister. I'm sure one televised speech hyped to the skies by CNN and Canadian media …
Lol this Communist clown talked to Trump face-to-face many times, and he still got a 25% tariff jammed up Canada's keister. I'm sure one televised speech hyped to the skies by CNN and Canadian media will bring America's greatest president to his knees in no time. Good luck, Canada! Sincerely, a Canadian.
Uses sarcasm and ironic commentary about the PM's ineffectiveness against Trump, with self-identified Canadian perspective.
@BeforeMoviesSucked
Mar 4, 2025
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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)