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
Donald Trump smart? Hahahahah
Donald Trump smart? Hahahahah
Sarcastic dismissal of Trump's intelligence using laughter, off-topic to Canadian immigration.
Humor / Satire
0.90
@pissoff247
Mar 4, 2025
Trudeau this is The New normal❤ hey we offered to buy your country we offered to cash you out we'll even keep Bigfoot?
Trudeau this is The New normal❤ hey we offered to buy your country we offered to cash you out we'll even keep Bigfoot?
Joking/sarcastic comment about Trump's reported interest in purchasing Greenland, extended absurdly to Canada with humorous offers.
Humor / Satire
0.90
@CatBeck-lg7gp
Mar 4, 2025
It's funny because Canada won't actually be paying tariffs on US products, because the entire country stopped buying US products. lol.
It's funny because Canada won't actually be paying tariffs on US products, because the entire country stopped buying US products. lol.
Uses ironic humor to mock the tariff situation by suggesting Canadians have already stopped buying US products.
Humor / Satire
0.90
@secretsofconspiracy
Mar 4, 2025
Trudeau is speaking extra slowly in order to make sure that chaos-Donald is cognitively able to comprehend his words.
Trudeau is speaking extra slowly in order to make sure that chaos-Donald is cognitively able to comprehend his words.
Uses sarcastic humor to mock Trump's cognitive abilities by suggesting Trudeau must speak slowly for him to understand.
Humor / Satire
0.90
@lukasa.856
Mar 4, 2025
This is like Drake VS Kendrick
This is like Drake VS Kendrick
Uses a pop culture comparison (Drake vs Kendrick) as satirical commentary on the conflict.
Humor / Satire
0.90
@RIGTHEGIANT
Mar 4, 2025
Tariff war all because Justin made Melania moist.....BIG
Tariff war all because Justin made Melania moist.....BIG
Crude sexual joke presented as sarcastic explanation for tariff policy.
Humor / Satire
0.90
@randymoses5239
Mar 4, 2025
What a chump. Guess he's speaking moistly
What a chump. Guess he's speaking moistly
Commenter uses sarcastic insult ('chump') and wordplay ('speaking moistly') to mock Trudeau in a humorous, dismissive manner.
Humor / Satire
0.90
@darthclasher8240
Mar 4, 2025
HEY CANADA, can you please invade us? LOL
HEY CANADA, can you please invade us? LOL
Joking request for Canada to invade another country, marked with 'LOL' to signal satirical intent.
Humor / Satire
0.90
@neohelios77
Mar 4, 2025
MAGA - Moscow Agent Governs America
MAGA - Moscow Agent Governs America
A sarcastic acronym reinterpreting MAGA as a political jab, using wordplay for satirical effect.
Humor / Satire
0.90
@nnoddy8161
Mar 4, 2025
Welcome to Americanada.
Welcome to Americanada.
Sarcastic portmanteau combining 'America' and 'Canada' to mock the political situation with ironic commentary.
Humor / Satire
0.90
@williamjver
Mar 4, 2025
Oh no, Im shaking in my condom.
Oh no, Im shaking in my condom.
Commenter uses crude humor and sarcasm to mock the threat level of Trump's tariff threats, dismissing them as ineffective.
Humor / Satire
0.90
@sweetooth133
Mar 4, 2025
06:51: I love the way Prime Minister Trudeau clarifies which part is for the lowest-IQ US president in history before completely switching to toddler-friendly, one-syllable language that even he will understand. ? \n\nHopefully his aids …
06:51: I love the way Prime Minister Trudeau clarifies which part is for the lowest-IQ US president in history before completely switching to toddler-friendly, one-syllable language that even he will understand. ? \n\nHopefully his aids will just play that part to him so he understands it all properly. Mr Trudeau is a genius! ?\n\nTrudeau: “Donald, we have done… BIG things.”
Uses sarcasm and mockery to criticize Trump's intelligence by praising Trudeau's ability to simplify language for him.
@CutcliffePaul
Mar 4, 2025
Way to go, Justin! Maybe you should consider running for pm.
Way to go, Justin! Maybe you should consider running for pm.
Sarcastic comment mocking someone (likely Trudeau) by sarcastically suggesting they run for PM, implying criticism through irony.
Humor / Satire
0.90
@peterplant2669
Mar 4, 2025
From Washington state, please adopt us.
From Washington state, please adopt us.
Jokingly requests Canadian adoption, using humorous exaggeration to express dissatisfaction with U.S. leadership.
@andypeiffer5
Mar 4, 2025
The only thing “blistering” that Trudeau ever had……required antibiotics.
The only thing “blistering” that Trudeau ever had……required antibiotics.
Uses crude sexual innuendo and sarcasm to mock Trudeau, employing ironic commentary rather than substantive critique.
Humor / Satire
0.89
@TheSgtShade
Mar 4, 2025
How dare he call Donald Dumb! He left out A and Ass\n\nA dumb ass. That’s better.
How dare he call Donald Dumb! He left out A and Ass\n\nA dumb ass. That’s better.
Commenter makes a joke about Trump's name, using wordplay and insult humor rather than substantive argument.
Humor / Satire
0.89
@Jeielsk565
Mar 4, 2025
An empty shirt speaking to an empty skull. Bravo. Polite? LMAO
An empty shirt speaking to an empty skull. Bravo. Polite? LMAO
Sarcastic, dismissive commentary about the speakers using metaphorical language and ironic tone.
@vibemaestro
Mar 4, 2025
Can America be the next province of Canada? Asking for everyone sensible.
Can America be the next province of Canada? Asking for everyone sensible.
Joking proposal to make America a Canadian province, using absurdist humor to critique US policy.
Humor / Satire
0.89
@nathanschroepfer9483
Mar 4, 2025
They asked dude about Indian immigrants in Canada he started talking about Africans😂😂😂😂
They asked dude about Indian immigrants in Canada he started talking about Africans😂😂😂😂
Jokes about a speaker's apparent confusion or off-topic response during the video discussion.
apostleobi
Feb 28, 2026
Jason’s mom’s basement looks nice….. make no wonder he never leaves home….
Jason’s mom’s basement looks nice….. make no wonder he never leaves home….
Personal mockery of the video creator using sarcasm and ad hominem humor rather than engaging with substantive immigration discourse.
ruckinehround6965
Feb 17, 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)