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
Canada?? I thought California was the new India... 🙃🫠
Canada?? I thought California was the new India... 🙃🫠
Uses sarcasm and emoji to joke that California (not Canada) has become demographically Indian, implying ironic commentary on immigration patterns.
Cyn085
Feb 5, 2026
Lol @5:10 😂 that guy on the bike is definitely a self described white trash.
Lol @5:10 😂 that guy on the bike is definitely a self described white trash.
Uses sarcasm and emoji to mock a person featured in the video in a joking manner.
Humor / Satire
0.80
MM-tw7pu
Jan 27, 2026
I think it's so hilarious that he bought a knife for protection I love this videos but he only keeps on proving how much of a 🐱🐱🐱🐱 he is lmfao
I think it's so hilarious that he bought a knife for protection I love this videos but he only keeps on proving how much of a 🐱🐱🐱🐱 he is lmfao
Mocking commentary on the video creator's behavior, using sarcasm and crude humor to critique his credibility.
thetinggoBOP
Jan 27, 2026
If somebody ask me to come to Canada? I will say, oh are you going to India?
If somebody ask me to come to Canada?
I will say, oh are you going to India?
Uses ironic joke comparing Canada negatively to India, implying Canada is undesirable as a destination.
Jessel-nm1ly
Jan 26, 2026
“blistering” speech… LOL\n\nTrudeau is a ?.
“blistering” speech… LOL\n\nTrudeau is a ?.
Mocking dismissal of Trudeau's speech as ineffectual, using sarcasm and emoji insult.
Humor / Satire
0.80
@TheHalfBloodCanuck
Mar 4, 2025
Chump can't stand the admiring way Melania looked at Trudeau! \nSo he's being a biatch to our closest friends in Canada. Thanks, MAGAts.
Chump can't stand the admiring way Melania looked at Trudeau! \nSo he's being a biatch to our closest friends in Canada. Thanks, MAGAts.
Uses sarcasm and mockery ('biatch', 'MAGAts') to satirize Trump's behavior toward Canada through humorous commentary.
@F8Tributo
Mar 4, 2025
How to hit America the most?\nCoca Cola and Mac Donald’s
How to hit America the most?\nCoca Cola and Mac Donald’s
Sarcastically suggests boycotting American companies as retaliation, using ironic framing to critique US policy.
@kubel83
Mar 4, 2025
Alberta is Calling! Hello? What a joke this Premier is.
Alberta is Calling! Hello? What a joke this Premier is.
Uses sarcasm to mock the 'Alberta is Calling' campaign slogan and dismisses the premier's credibility as a joke.
@michaelmusgrove-fq2ld
Feb 20, 2026
CNN. Canadian national news lol
CNN. Canadian national news lol
Sarcastic jab at Canadian news coverage using ironic acronym confusion.
@Clay-s2h
Mar 4, 2025
Wish he was the fricken President. T Rump just exudes bitchassness.
Wish he was the fricken President. T Rump just exudes bitchassness.
Uses sarcastic insults and crude humor to criticize Trump while expressing preference for Canadian leadership.
@tretre3374
Mar 4, 2025
No not the three amigos ???
No not the three amigos ???
Sarcastic or ironic reaction ('No not the three amigos') using pop culture reference to mock a political situation.
Humor / Satire
0.80
@NobleWolf33
Mar 4, 2025
All i smell at tim hortons is butter chicken .
All i smell at tim hortons is butter chicken .
Makes a sarcastic observation about immigrant workers at Tim Hortons using ethnic stereotyping as comedic commentary.
StephenMouawad
Feb 20, 2026
did tr4mp send this guy🤣
did tr4mp send this guy🤣
A sarcastic joke attributing the video subject to Trump, using humor to comment on immigration politics.
Humor / Satire
0.80
ayesha6903
Jan 27, 2026
7:52 Cameraman is a real criminal 🤣
7:52 Cameraman is a real criminal 🤣
Comment makes a joking reference to a specific video timestamp, using humor to comment on the cameraman's behavior.
user-ug1ef7xn9m
Jan 27, 2026
You don’t know what you’re talking aboot buddaaay ?
You don’t know what you’re talking aboot buddaaay ?
Sarcastic, dismissive comment using Canadian stereotypes ('aboot', 'buddaaay') to mock the speaker or video content.
@troyholtmeier4764
Mar 4, 2025
When he started talking to Doney, Trudeau starting using smaller words.
When he started talking to Doney, Trudeau starting using smaller words.
Sarcastic observation about Trudeau simplifying his language when speaking to Trump, mocking his communication style.
Humor / Satire
0.80
@KmanFishguy
Mar 4, 2025
Sounds impressive (sarcasm)! Did Trump’s cronies help you put your “plan” together during your last visit?
Sounds impressive (sarcasm)! Did Trump’s cronies help you put your “plan” together during your last visit?
Uses sarcasm and ironic comparison to Trump/his associates to mock the proposed plan, employing satirical critique.
@diannespalding6542
Feb 20, 2026
Don't you mean Bramalesh.
Don't you mean Bramalesh.
Sarcastic wordplay on a name, likely mocking or joking about a person mentioned in the video.
Humor / Satire
0.80
carolynhawley8128
Feb 27, 2026
Feels so good to listen an articulate speech. A three yr toddler speaks better than the orange Buffon
Feels so good to listen an articulate speech. A three yr toddler speaks better than the orange Buffon
Uses sarcasm and insulting comparison ('orange Buffon') to mock a political figure's communication abilities.
@fredyoman
Mar 4, 2025
Everything Trump touches dies.
Everything Trump touches dies.
Uses hyperbolic, sarcastic phrasing ('Everything Trump touches dies') as a form of political satire.
Humor / Satire
0.80
@antoniahamilton3201
Mar 4, 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)