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
I love it how trudeau went from being informative and eloquate, but made sure to include the words big and dumb just so he had a chance for trump to understand them.
I love it how trudeau went from being informative and eloquate, but made sure to include the words big and dumb just so he had a chance for trump to understand them.
Mocking commentary using sarcasm about Trudeau's communication style, implying he oversimplifies language for Trump.
Humor / Satire
0.85
@damian131313131313
Mar 4, 2025
Tyler swift is calling you Justin!! Lol!! Why can’t we all just get along!!
Tyler swift is calling you Justin!! Lol!! Why can’t we all just get along!!
Uses joking reference to Taylor Swift and ironic plea for unity as satirical commentary.
Humor / Satire
0.85
@suehoffman5105
Mar 4, 2025
Pretending you are Portuguese 😁.
Pretending you are Portuguese 😁.
Makes a joking comment about someone falsely claiming Portuguese identity, likely referencing the video subject.
Humor / Satire
0.85
jits
Feb 12, 2026
canadian here, its not tim hortons anymore, its singh hortons now everytime you buy coffee there you take a shit. 😂
canadian here, its not tim hortons anymore, its singh hortons now everytime you buy coffee there you take a shit. 😂
Ethnic joke using wordplay ('Singh hortons') and crude humor to mock a particular group, presented as satire.
9juwn
Jan 27, 2026
Trump really did accomplished something i didn't think possible. He got Canadians to support Trudeau.
Trump really did accomplished something i didn't think possible. He got Canadians to support Trudeau.
Uses ironic humor to observe that Trump's actions paradoxically unified Canadians in support of Trudeau.
@Judoka008
Mar 4, 2025
He really told off Trump, but he did it in French.\nHehe.
He really told off Trump, but he did it in French.\nHehe.
Light-hearted joke about a political leader's response being delivered in French rather than English.
Humor / Satire
0.85
@falconeaterf15
Mar 4, 2025
fentanyl czar sounds like the leader of a Florida trailer park drug ring
fentanyl czar sounds like the leader of a Florida trailer park drug ring
Uses sarcastic, joking comparison to mock the term 'fentanyl czar' through absurdist humor.
Humor / Satire
0.85
@navadarkus
Mar 4, 2025
*Replacement theory is fake!* 😂😂😂
*Replacement theory is fake!* 😂😂😂
Uses sarcasm and laughing emojis to mock the concept of replacement theory, employing ironic commentary.
Humor / Satire
0.85
ProduccionesMisael
Jan 27, 2026
Wow an angry Canadian. Never thought I would see that. So sorry Canada. So vey sorry
Wow an angry Canadian. Never thought I would see that. So sorry Canada. So vey sorry
Sarcastic joke playing on Canadian stereotypes of politeness, with ironic apologies.
@MelodieKate
Mar 4, 2025
This guy is like a B movie actor
This guy is like a B movie actor
Dismissive comparison of a politician to a B-movie actor, using humor to critique credibility.
Humor / Satire
0.85
@MirjanX
Mar 4, 2025
Charging the federal govt of Canada for "moral damages"? LMAO. Where do I line up?
Charging the federal govt of Canada for "moral damages"? LMAO. Where do I line up?
Mocking response to the concept of charging the government for 'moral damages,' using sarcasm and irony.
janetkoster6243
Feb 11, 2026
happy poop festival Canada 🥰
happy poop festival Canada 🥰
Sarcastic/ironic commentary using crude humor to mock Canada or the immigration discussion.
Humor / Satire
0.85
homina.homina
Jan 27, 2026
Guy on the bike was EPIC hahahahhaha lordt 😂
Guy on the bike was EPIC hahahahhaha lordt 😂
Expresses amusement and approval of a video participant through laughter and casual commentary, treating the content as entertainment.
rainnnnnn372
Feb 5, 2026
Actually they can drive. Americans cant. Because we have to use signals & street lights etc. Instead of instinct & actually watching the road & in turn actually driving correctly.
Actually they can drive. Americans cant. Because we have to use signals & street lights etc. Instead of instinct & actually watching the road & in turn actually driving correctly.
Uses sarcastic, joking tone comparing American and Canadian driving habits with exaggerated claims about instinct versus signals.
watchinvidzwatchinvidz7691
Feb 5, 2026
Cut off the electricity to the states, he can't sign any excutive orders in the dark ?
Cut off the electricity to the states, he can't sign any excutive orders in the dark ?
Absurdist joke suggesting cutting off electricity to prevent executive orders, clearly satirical rather than serious proposal.
Humor / Satire
0.85
@gchriskonrath09
Mar 4, 2025
may God forgive me for this thought, Canadian Bacon the movie part 2. ( The Trump Card) lol It writes itself and I already hate it before it even exist. I'm sure John candy wouldn't …
may God forgive me for this thought, Canadian Bacon the movie part 2. ( The Trump Card) lol It writes itself and I already hate it before it even exist. I'm sure John candy wouldn't want anything to do with it.
Joking reference to Canadian Bacon movie, using irony and pop culture satire about Canada-US tensions.
Humor / Satire
0.85
@kaptainkmann7808
Mar 4, 2025
European invaders crying about Indians migrating to the country Europeans invaded and occupied is mad a funny 🤣.
European invaders crying about Indians migrating to the country Europeans invaded and occupied is mad a funny 🤣.
Uses ironic humor to critique historical hypocrisy of European colonization while commenting on current immigration debates.
ashesofhopesinabonfireofdr6341
Feb 5, 2026
“Even though you’re a very smart guy” rofl
“Even though you’re a very smart guy” rofl
Sarcastic commentary mocking a compliment given in the video, indicated by 'rofl' (laughing).
Humor / Satire
0.85
@Lonegunman9999
Mar 4, 2025
Hahaha the guy in the safety vest jus spiting facts.
Hahaha the guy in the safety vest jus spiting facts.
Uses humor and sarcasm ('spitting facts') to react to someone in the video.
rollinolan502
Feb 5, 2026
Sleepy joe to donald foe
Sleepy joe to donald foe
Rhyming wordplay ('Sleepy joe to donald foe') used as humorous commentary on political figures.
Humor / Satire
0.85
@Shareefhamida
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)