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
SAAR NOOO DO NOT NOTICE ME POOPING IN SNOW NOOOO SAAR
SAAR NOOO DO NOT NOTICE ME POOPING IN SNOW NOOOO SAAR
Mocking satire using exaggerated stereotypes and absurdist humor to ridicule a perceived immigrant behavior.
Humor / Satire
0.90
Randomchannelsurfer6
Jan 27, 2026
are u from punjab:yes. are you from india:yes
are u from punjab:yes. are you from india:yes
Brief satirical exchange mimicking stereotypical interview questions about origin, using ironic repetition for comedic effect.
Humor / Satire
0.90
fbmxzihadhasan
Jan 27, 2026
The guy on the bike is a legend !
The guy on the bike is a legend !
Positive humorous reaction to a specific person in the video, praising them as legendary.
Humor / Satire
0.90
Jako.D
Jan 29, 2026
Blistering speech??? LOL how dramatic!
Blistering speech??? LOL how dramatic!
Sarcastic dismissal of the video's characterization of the speech as 'blistering,' mocking the dramatic framing.
@BooBoo-qs8nt
Mar 4, 2025
This looming tariff squabble between these once-chummy nations needs to hit the discussion table, stat! So, let’s roll out a grand convoy led by Canada’s finest, Terrance and Phillip, to face off with a U.S. …
This looming tariff squabble between these once-chummy nations needs to hit the discussion table, stat! So, let’s roll out a grand convoy led by Canada’s finest, Terrance and Phillip, to face off with a U.S. special delegation spearheaded by the legendary Eric Cartman. We propose this showdown happens near Niagara Falls, where the mist can douse the heated trade tensions. Canada better 'respect his authoritah,' or the U.S. might just demand a full refund—starting with trade of Mike Myers for Michael Myers!!
Extended satirical commentary using South Park character references to humorously address US-Canada trade tensions.
@ichoudhury007
Mar 4, 2025
So how close are we to real life Fallout?
So how close are we to real life Fallout?
Uses ironic reference to Fallout video game series to satirize current political/social conditions.
Humor / Satire
0.90
@davidduanes9574
Mar 4, 2025
The guy on the bike 😂
The guy on the bike 😂
Brief humorous reaction to a specific moment in the video with emoji laughter.
Humor / Satire
0.90
Sportsheads604
Jan 29, 2026
It's not a real crisis until they replace the guys bumping spare change in the drive through.
It's not a real crisis until they replace the guys bumping spare change in the drive through.
Uses sarcastic irony to comment on homelessness and immigration, implying the crisis isn't real until it affects certain populations.
Humor / Satire
0.90
DavidBale-vn4op
Feb 15, 2026
The guy on the bike 😂😂😂
The guy on the bike 😂😂😂
Laughing reaction to a specific person in the video, likely finding something amusing or ironic about their appearance or behavior.
lubo8767
Jan 28, 2026
Bike guy is my spirit animal.
Bike guy is my spirit animal.
Lighthearted comment expressing affinity with a video moment using casual humor ('spirit animal').
Humor / Satire
0.90
snafu4696
Jan 28, 2026
I only disagree with 4 words : “ … you are very smart …”
I only disagree with 4 words : “ … you are very smart …”
Sarcastic critique of a statement, implying disagreement through ironic understatement.
Humor / Satire
0.90
@tna64480
Mar 4, 2025
Sir with the bike this is a Wendy's
Sir with the bike this is a Wendy's
Absurdist joke referencing the 'Sir, this is a Wendy's' meme, likely mocking the tone or content of another commenter.
AngelRodriguez-l7n
Feb 14, 2026
All Hail justin Trudeau 😂
All Hail justin Trudeau 😂
Sarcastic praise of Trudeau with laughing emoji, using irony to critique immigration policy.
Humor / Satire
0.90
leoj_carnage
Feb 15, 2026
Buddy on the bike holy shit lmfaoooooo
Buddy on the bike holy shit lmfaoooooo
Laughing reaction to a video moment ('buddy on the bike'), expressing amusement through casual slang and laughter.
Humor / Satire
0.90
pyrogaming5071
Jan 28, 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
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
Who needs the kwikimart, I doooooooooo 🎵
Who needs the kwikimart, I doooooooooo 🎵
Reference to Simpsons character/song, using pop culture humor unrelated to substantive immigration discussion.
Humor / Satire
0.90
snappey
Feb 5, 2026
Haha India 🤡🤡
Haha India 🤡🤡
Mocking comment with clown emojis dismissing India or Indian immigrants in a sarcastic tone.
Humor / Satire
0.90
pratapdada
Feb 28, 2026
Dude an Indian smuggler is the least threatening smuggler you could be around.😂😂 Try this with a coyote.😂
Dude an Indian smuggler is the least threatening smuggler you could be around.😂😂 Try this with a coyote.😂
Sarcastic joke comparing Indian smugglers to more dangerous criminal types, using emojis to signal comedic intent.
Humor / Satire
0.90
Mr.spicy1200
Mar 2, 2026
Oh he didn't wear black face for this speech ? Weird.
Oh he didn't wear black face for this speech ? Weird.
Uses sarcastic reference to a past controversy (blackface) as ironic commentary on the speaker's credibility.
Humor / Satire
0.90
@xXclapXx
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)