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
You go, Trudeau! Check him into the boards! Knock his cheeseburger teeth out all over the ice! We The People do not want this either! ❤ always from your friends in the USA. Sorry bout …
You go, Trudeau! Check him into the boards! Knock his cheeseburger teeth out all over the ice! We The People do not want this either! ❤ always from your friends in the USA. Sorry bout this...??
Uses sarcastic, exaggerated violent imagery as ironic commentary on political disagreement, with a tongue-in-cheek tone.
@clqudy4750
Mar 4, 2025
At this point they should just watch as the United States implodes on itself. The funny thing is just a couple weeks ago he seemed so confident that Canada was going to sign as the …
At this point they should just watch as the United States implodes on itself. The funny thing is just a couple weeks ago he seemed so confident that Canada was going to sign as the 51st.
Uses ironic commentary about US instability and mocks Trump's earlier confidence about Canada becoming the 51st state.
@AJ-vz6nd
Mar 4, 2025
It's really funny watching him try to reason with Americans as if they're civilized individuals. I guess he's doing the right thing by being tactful. But reasoning with Americans is a waste of time.
It's really funny watching him try to reason with Americans as if they're civilized individuals. I guess he's doing the right thing by being tactful. But reasoning with Americans is a waste of time.
Sarcastic commentary on Canadian diplomacy efforts, using irony to critique Americans as 'uncivilized' while praising Canadian tactfulness.
@GuitarGoose43
Mar 4, 2025
I thought this clown stepped down or something
I thought this clown stepped down or something
Dismissive comment using derogatory language ('clown') with sarcastic tone about a political figure's status, functioning as satirical critique.
@PencilProper
Mar 4, 2025
Well, that won't fly when pres Donald Musk send in troops to invade Canada... they'll change their tune once our invasion of Greenland is complete.
Well, that won't fly when pres Donald Musk send in troops to invade Canada... they'll change their tune once our invasion of Greenland is complete.
Uses absurdist satire about military invasion and Greenland conquest, though with underlying alarmist undertones.
@MySupaFli
Mar 4, 2025
Hey , MAGA ......YOUR SCREWED BTW !!!
Hey , MAGA ......YOUR SCREWED BTW !!!
Sarcastic taunt using MAGA reference and mock warning, comparing political leadership between countries with ironic tone.
@sale_ai123
Mar 4, 2025
Awesome speech. Crazy what dumb trump and president Musk (or Putin?) Did to the world on short time
Awesome speech. Crazy what dumb trump and president Musk (or Putin?) Did to the world on short time
Uses sarcasm and ironic framing ('president Musk or Putin') to mock Trump's policies and influence.
@SonnywhiteFrankblack
Mar 4, 2025
WE ARE IN THE WRONG TIMELINE
WE ARE IN THE WRONG TIMELINE
Hyperbolic, tongue-in-cheek expression of disbelief using sci-fi reference, commenting on current events rather than substantive analysis.
@yantography
Mar 4, 2025
We pissed off Canada\nWe are in the Darkest timeline
We pissed off Canada\nWe are in the Darkest timeline
Uses hyperbolic, darkly comedic language ('pissed off Canada', 'Darkest timeline') to express frustration through irony.
@FN64Productions
Mar 4, 2025
When you piss Canadians, you know you really messed up.
When you piss Canadians, you know you really messed up.
Playful, idiomatic comment suggesting consequences for angering Canadians, using humor to assert national identity.
@oaba09
Mar 4, 2025
It’s a _Prime_ Minister, not a Prime _Minister_ !\nOtherwise: Start a free trade union with the EU!
It’s a _Prime_ Minister, not a Prime _Minister_ !\nOtherwise: Start a free trade union with the EU!
Uses wordplay and sarcasm about the title 'Prime Minister,' then suggests EU trade union as a satirical alternative.
@demil3618
Mar 4, 2025
Good looking and intelligent, two characteristics Trump lacks!!!!
Good looking and intelligent, two characteristics Trump lacks!!!!
Uses sarcastic comparison and mockery to contrast Canadian and American leadership, employing humor as critique.
@michaelwhitton8226
Mar 4, 2025
Let’s make America the 11th province \n\nIn Canada the mansions and yachts are not as big but our hearts are bigger\n\nHealth, education and decency for all!!! \n\n:)
Let’s make America the 11th province \n\nIn Canada the mansions and yachts are not as big but our hearts are bigger\n\nHealth, education and decency for all!!! \n\n:)
Playful suggestion to make America Canada's 11th province, using humor to contrast Canadian values (health, education, decency) with American materialism.
@bunsdad4530
Mar 4, 2025
Actually, what would be more of an idea .. US states .. joining Canada .. to get away from trump .. just saying
Actually, what would be more of an idea .. US states .. joining Canada .. to get away from trump .. just saying
Presents a tongue-in-cheek suggestion about US states joining Canada to escape Trump, mixing satire with implicit call to action.
@aidanmargarson8910
Mar 4, 2025
Where are the Canadians that didn’t want Trudeau? We will give you trump you gives us Trudeau….
Where are the Canadians that didn’t want Trudeau? We will give you trump you gives us Trudeau….
Uses sarcastic trade-off joke comparing Trudeau and Trump to express political frustration.
@erlpen2016
Mar 4, 2025
I say fuck it let’s just invade Canada
I say fuck it let’s just invade Canada
Hyperbolic joke about invading Canada, likely satirical exaggeration rather than serious threat.
@IsaacCV760
Mar 4, 2025
The only thing that will happen from this is the orange fascist will just go and attack JT, like a bumbling buffoon that he is. That's it.
The only thing that will happen from this is the orange fascist will just go and attack JT, like a bumbling buffoon that he is. That's it.
Uses sarcastic tone ('bumbling buffoon') and dismissive humor to mock political figures and their anticipated behavior.
@APATHTC
Mar 4, 2025
Hahaha!! Thought you resigned!!! You can't best Trump!! Trump has lots of money coming in, he doesn't need to worry.!!
Hahaha!! Thought you resigned!!! You can't best Trump!! Trump has lots of money coming in, he doesn't need to worry.!!
Uses sarcasm and joking tone to mock Trump's wealth and political position, with ironic commentary on his financial security.
@eagerhotmailcom
Mar 4, 2025
Don't you just love the idiot in the background videoing their crimes! 😂😂 Idiots
Don't you just love the idiot in the background videoing their crimes! 😂😂 Idiots
Uses sarcasm and mockery to comment on video content, appearing to criticize both the subjects and the person filming.
lesleymahar1411
Aug 25, 2025
A bunch of pjeet bots ♂️👳🏿♂️ coping with fake usernames and profiles pretending to be a developed country person 😂
A bunch of pjeet bots ♂️👳🏿♂️ coping with fake usernames and profiles pretending to be a developed country person 😂
Uses derogatory slurs and mocking emojis in what appears to be satirical commentary on online identity fraud, though the tone is hostile.
My_ReplyTo_Bots_isMyChannelBio
Jan 28, 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)