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
Oh well, I guess maple syrup will be more expensive now until Canada becomes the 51st state.
Oh well, I guess maple syrup will be more expensive now until Canada becomes the 51st state.
Ironic joke about tariff consequences and absurdist prediction of Canadian annexation.
Humor / Satire
0.82
@Endorphin_x
Mar 4, 2025
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
Lol they are a joke
Lol they are a joke
Brief dismissive joke characterizing something as laughable or absurd.
Humor / Satire
0.82
@MatthewKellogg-vn2nh
Mar 4, 2025
Indians are like package, once you receive one, you unpack ten.
Indians are like package, once you receive one, you unpack ten.
Uses a joke/metaphor about Indian immigration and family chain migration, employing satire to critique immigration patterns.
qizhang2032
Nov 12, 2025
Trump is dumber than a rock. If his daddy didn't leave him billions, he would homeless.
Trump is dumber than a rock. If his daddy didn't leave him billions, he would homeless.
Uses insulting humor and sarcasm to mock Trump's intelligence and wealth, presented as comedic critique.
Humor / Satire
0.82
@DarthAgony
Mar 4, 2025
You should do some more videos in Canada dude! Lots to choose from. You’re intense for getting smuggled 😂
You should do some more videos in Canada dude! Lots to choose from. You’re intense for getting smuggled 😂
Joking tone with emoji and playful reference to 'smuggled,' combined with a light suggestion for more content.
Nerftheworld
Jan 27, 2026
Way to go Canada, put the thumb screws on the orange oompa loompa
Way to go Canada, put the thumb screws on the orange oompa loompa
Uses sarcastic, mocking language ('orange oompa loompa') to critique Trump in a humorous tone.
Humor / Satire
0.82
@janettesalisbury6524
Mar 4, 2025
Well done Donald!!! You have been in office for less than a trimester and already have more enemies than North Korea. What a great president!!
Well done Donald!!! You have been in office for less than a trimester and already have more enemies than North Korea. What a great president!!
Sarcastic critique of Trump's presidency using ironic praise ('great president') to highlight negative consequences and poor leadership.
@mannyme2986
Mar 4, 2025
ha ha, clever of Trudeau to butter up trump by lying and saying he's smart. you know that's the only takeaway trump heard in this whole speech. Fitting too, since all he understands is lying.
ha ha, clever of Trudeau to butter up trump by lying and saying he's smart. you know that's the only takeaway trump heard in this whole speech. Fitting too, since all he understands is lying.
Commenter uses ironic humor and sarcasm to critique Trump's intelligence and honesty, framing Trudeau's flattery as a strategic joke.
@mistermrmark
Mar 4, 2025
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
LOL compare this to a Trump Speech .... one comes across as a Statesman , the other a bad Vegas lounge act...
LOL compare this to a Trump Speech .... one comes across as a Statesman , the other a bad Vegas lounge act...
Uses sarcastic comparison between Trudeau's statesmanship and Trump's theatrical style as comedic critique.
@InfusionFotoMpls
Mar 4, 2025
Only 18k deported??? 😂 Canada is really really bad at deportations! It should be atleast 1 million!
Only 18k deported??? 😂 Canada is really really bad at deportations! It should be atleast 1 million!
Uses sarcasm and exaggeration (emoji, hyperbolic deportation target) to mock Canada's deportation enforcement.
brutos17
Dec 25, 2025
Nice to see a little of his dad finally coming out!
Nice to see a little of his dad finally coming out!
Sarcastic remark comparing current leadership to his father, using ironic tone to critique or mock.
Humor / Satire
0.82
@johnhubert3875
Mar 4, 2025
Hey MAGA … is it sinking in yet?
Hey MAGA … is it sinking in yet?
Rhetorical question with sarcastic tone mocking MAGA supporters' realization of consequences.
Humor / Satire
0.82
@DevonRexPurrs
Mar 4, 2025
He resigned why is he still talking lmao
He resigned why is he still talking lmao
Uses sarcasm and ironic commentary ('why is he still talking lmao') to mock the subject's continued public presence.
@derekkorcsog1688
Mar 4, 2025
T'Rumpty has lost credibility world wide - Except for in Russia, but basically Putin is sitting back laughing at the orange buffoon in the White House!
T'Rumpty has lost credibility world wide - Except for in Russia, but basically Putin is sitting back laughing at the orange buffoon in the White House!
Uses sarcastic wordplay ('T'Rumpty', 'orange buffoon') and compares Trump's credibility across nations.
@sandraluvly598
Mar 4, 2025
Level-headed, measured, amicable, educated, a real leader and statesman. Talking to an orange baffoon. I only disgree with Trudeau in one thing. Trump does dumb things cause he is actually dumb. And seeing that he …
Level-headed, measured, amicable, educated, a real leader and statesman. Talking to an orange baffoon. I only disgree with Trudeau in one thing. Trump does dumb things cause he is actually dumb. And seeing that he is insulting people and allies left and right I personally would love for other leaders inventing fitting names for him paying him back in kind. Someone came up with Mango Mussolini, I had until now favored Orange Utan, but the Mango version is appealing. And lets face it, Trump's cabinet of circus freaks also literally begs to be ridiculed.
Uses sarcasm and creative insults ('Mango Mussolini', 'Orange Utan') to mock Trump and his cabinet, employing ironic commentary throughout.
@musashimiyamoto586
Mar 4, 2025
aaaaahhh good ol bramladesh.
aaaaahhh good ol bramladesh.
Sarcastic renaming of Brampton as 'Bramladesh' to mock its demographic composition.
HelpButtonIsBesideMe
Jan 27, 2026
LIKE KAMALA SAID PUTIN WILL HAVE DON-OLD FOR BREAKFAST ??????✊
LIKE KAMALA SAID PUTIN WILL HAVE DON-OLD FOR BREAKFAST ??????✊
Uses joking tone and emoji to mock political figure while expressing partisan support.
@elainehazen7856
Mar 4, 2025
Meanwhile native canadians having generational flashbacks listening🙈😅
Meanwhile native canadians having generational flashbacks listening🙈😅
Uses ironic humor to reference Indigenous peoples' historical displacement, sarcastically commenting on the irony of immigration debates.
antonykotturan7802
Oct 5, 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)