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.
🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣Canada.
Uses laughing emojis followed by 'Canada' to express ironic commentary, likely mocking Canadian immigration policy or governance.
Humor / Satire
0.90
1dashcamboatsandcars
Oct 1, 2025
FAFO.....Missy......?
FAFO.....Missy......?
Cryptic acronym 'FAFO' (Find Out For Yourself) used sarcastically; minimal substantive content, primarily comedic tone.
Humor / Satire
0.90
@johnjoseph7834
Mar 4, 2025
As per the result of the Four Nations Faceoff Championship game, the US is hereby to be known as the 11th province of Canada. So how could a province impose tariffs on its own country …
As per the result of the Four Nations Faceoff Championship game, the US is hereby to be known as the 11th province of Canada. So how could a province impose tariffs on its own country ?
Uses ironic/satirical framing by jokingly declaring the US the 11th province of Canada to mock tariff logic.
Humor / Satire
0.90
@jeffvillapiano541
Mar 4, 2025
I love this bicycle guy., stand up comedy 😂
I love this bicycle guy., stand up comedy 😂
Expresses appreciation for the 'bicycle guy' as comedy/entertainment, treating the content as humorous rather than serious commentary.
Humor / Satire
0.90
oscarduh8696
Jan 29, 2026
The guy on the bike.made me die😂😂😂
The guy on the bike.made me die😂😂😂
Expresses amusement at a specific moment in the video using laughing emojis, indicating comedic reaction.
besonelaj7777
Jan 27, 2026
Thats sun wukong 😂
Thats sun wukong 😂
Makes a joke referencing an anime character, unrelated to the immigration topic.
Humor / Satire
0.90
Panda_Obey283
Jan 27, 2026
Lol 😆 🤣 im so excited to finally get my 30 dollars a month
Lol 😆 🤣 im so excited to finally get my 30 dollars a month
Sarcastic comment mocking low government benefits with laughing emojis, using irony to critique policy.
Humor / Satire
0.90
jordanadams8752
Jan 27, 2026
"Fak u, go away"
"Fak u, go away"
Brief quoted phrase presented as sarcastic/ironic commentary on hostile sentiment toward immigrants.
Humor / Satire
0.90
MilquetoastQT
Jan 27, 2026
😂😂😂 Not a peep or they will call you Ray Cyst! 🤣🤣🤣 🙄🙄🙄
😂😂😂 Not a peep or they will call you Ray Cyst! 🤣🤣🤣 🙄🙄🙄
Uses sarcasm and emojis to mock political correctness and self-censorship around immigration criticism.
Humor / Satire
0.90
Lis10er
Oct 3, 2025
Justin Truhoe
Justin Truhoe
A play on Trudeau's name ('Truhoe') used as mocking wordplay and derisive humor.
Humor / Satire
0.90
@yssha5342
Mar 4, 2025
lmaooo the guy on the bike gotta be a paid actor
lmaooo the guy on the bike gotta be a paid actor
Jokingly suggests a video participant is a paid actor, using sarcasm to comment on the video's authenticity.
nicholasbui4197
Jan 29, 2026
holy side quest
holy side quest
Uses gaming terminology ('side quest') as ironic commentary on the video content.
Humor / Satire
0.90
schizoiddog
Jan 27, 2026
Prime minister: you use big words US president will not understand
Prime minister: you use big words US president will not understand
Uses ironic joke mocking Trump's vocabulary and intelligence through a fictional PM statement.
Humor / Satire
0.90
@vt9288
Mar 4, 2025
3:50 - you mispronounced "Singh Hortons" and I know the answer is ZERO
3:50 - you mispronounced "Singh Hortons" and I know the answer is ZERO
A sarcastic joke about mispronunciation and a pun on 'Tim Hortons,' using wordplay to mock the video content.
CanadiansInCarsGettingCocky
Jan 29, 2026
This guy with the bike tho 😅
This guy with the bike tho 😅
Brief, lighthearted observation about a person in the video with an emoji indicating amusement.
nathanaelpaul519
Jan 27, 2026
Voluntary compliance 😂 👏🏼
Voluntary compliance 😂 👏🏼
Uses sarcasm and emojis to mock the concept of 'voluntary compliance' in an ironic manner.
Humor / Satire
0.90
Long.story.longer
Feb 18, 2026
The zoom in on the sandals 🤣🤣
The zoom in on the sandals 🤣🤣
A joking comment about the video's visual editing (zoom on sandals), unrelated to immigration discourse.
Humor / Satire
0.90
jezthebezt
Jan 27, 2026
7:53 Focusing on his feet like it's some criminal offence to wear flip flops in public 😂
7:53 Focusing on his feet like it's some criminal offence to wear flip flops in public 😂
Sarcastic commentary on video content focusing on trivial detail (flip-flops) as if it were serious.
Humor / Satire
0.90
amitojsingh2010
Jan 27, 2026
No deodorant were harmed in the making of this video
No deodorant were harmed in the making of this video
Absurdist joke making a humorous reference to a product brand in relation to the video content.
Humor / Satire
0.90
scrawford9
Jan 27, 2026
lol @ "Do I run from the police?" ..... "Ya" 🤣😂🤣😂🤣
lol @ "Do I run from the police?" ..... "Ya" 🤣😂🤣😂🤣
Laughing reaction to a video moment, using emojis to express amusement at a specific exchange.
Humor / Satire
0.90
winistan
Jan 27, 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)