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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

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Humor / Satire

4,434 comments
Page 60 of 222
Snake's new movie 🍿 Escape from Brampton
Snake's new movie 🍿 Escape from Brampton
Commenter makes a joking movie title reference about Brampton, using sarcasm to comment on the video's content.
legionofsentinels Jan 29, 2026
Gas station knives come in clutch 😂
Gas station knives come in clutch 😂
Uses humor and emoji to make a joking reference to gas station knives, likely satirizing a cultural stereotype.
Tweakthedevourer Jan 29, 2026
A Liberal unable to answer a question??? I'm shocked!!!
A Liberal unable to answer a question??? I'm shocked!!!
Sarcastic jab at a political figure's inability to answer, using ironic shock to mock rather than genuinely inform.
Mackeul Feb 26, 2026
"I'm just as racist as the next guy." 🤭😂 Word.
"I'm just as racist as the next guy." 🤭😂 Word.
Ironic commentary quoting and laughing at someone's admission of racism, using sarcasm to critique the statement.
basha0810 Jan 29, 2026
They are proud indians but don't want to live in India 😂😂😂😂
They are proud indians but don't want to live in India 😂😂😂😂
Uses sarcastic humor and emojis to mock Indian immigrants for leaving India while maintaining cultural pride, combining satire with identity-based commentary.
TheUsmanChronicles Jan 29, 2026
449 guy needs his own sit com 😂
449 guy needs his own sit com 😂
The comment uses humor and emoji to praise someone's entertaining personality, treating the video/person as entertainment.
steakandwhisky4470 Jan 29, 2026
Funny how he uses simple language for Donnie
Funny how he uses simple language for Donnie
Sarcastic observation about the speaker's communication style, using irony to critique how Trump is portrayed.
@merle1856 Mar 4, 2025
So thats what happened to Lance Armstrong, 😂😂😂
So thats what happened to Lance Armstrong, 😂😂😂
A joke comparing someone in the video to Lance Armstrong, using laughing emojis to signal comedic intent.
LastnameFirstname-j7p Jan 27, 2026
In other news: _Tyler has just been added to pjeet’s most wanted list._
In other news: _Tyler has just been added to pjeet’s most wanted list._
Uses sarcasm and ironic commentary with a made-up news format to mock the discussion.
Rick_Rolld Jan 29, 2026
Trump is Putin's butt boy
Trump is Putin's butt boy
Crude sarcastic insult using sexual innuendo as political commentary, employing humor to criticize a political figure.
@maureenmccall4381 Mar 4, 2025
Could be worse… they could have Somalians instead of Indians….😂
Could be worse… they could have Somalians instead of Indians….😂
Uses comparative ethnic ranking with emoji to make a joke, combining humor with implicit ethnic hierarchy.
faithsmith197 Jan 28, 2026
So, ya don’t wanna be the 51st? Lol
So, ya don’t wanna be the 51st? Lol
Jokes about Canada becoming the 51st U.S. state through sarcastic rhetorical question.
@erlinavicente7411 Mar 4, 2025
The fat guy on the bike REALLY hates black people😂
The fat guy on the bike REALLY hates black people😂
Makes a joking observation about a person featured in the video with a laughing emoji.
zxcv010 Jan 28, 2026
This guy said. Tariffs against Canada will only hurt Americans. Now. He was to slap tariffs on US . The irony.
This guy said. Tariffs against Canada will only hurt Americans. Now. He was to slap tariffs on US . The irony.
The comment uses ironic commentary to critique the contradiction between stated policy positions and actions taken.
@leanderhobb Mar 4, 2025
Don't worry we will vote for the same government again that has been ruining Canada for 10 years 😂😂
Don't worry we will vote for the same government again that has been ruining Canada for 10 years 😂😂
Uses sarcasm and emojis to mock voter behavior and government policy, combining ironic commentary with political criticism.
justinzacharias32 Jan 29, 2026
4:51 "im as racist as the next guy.." hahah 😂😂😂
4:51 "im as racist as the next guy.." hahah 😂😂😂
Laughing at a quote from the video where someone admits to racism, using humor/irony to comment on the video content.
johnnybacon8675 Jan 29, 2026
imagine starting a fight with the puppy dog ally of the US
imagine starting a fight with the puppy dog ally of the US
Uses sarcastic framing to mock the idea of Canada (a close ally) being a threat to the US.
@ragw33d Mar 4, 2025
everytime i see a river going south across the border i take a crap in it.
everytime i see a river going south across the border i take a crap in it.
Crude joke using absurdist humor to express anti-American sentiment.
@raymondz5399 Mar 4, 2025
18:41. ABORT!! ABORT!! ABORT!!🤣🤣
18:41. ABORT!! ABORT!! ABORT!!🤣🤣
Comment uses exaggerated alarm and laughter emojis to react to a video timestamp, employing comedic tone rather than serious discourse.
IRONLUNG5-vs7tf Jan 27, 2026
How to lose your friends and allies in 30 seconds.
How to lose your friends and allies in 30 seconds.
Sarcastic commentary using a movie title reference to critique Canada's diplomatic position.
@voidlt Mar 4, 2025
« Prev 60 / 222 Next »

Compare Videos

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Discourse Taxonomy

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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

Which YouTube channels attract each type of discourse
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) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)