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
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
🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣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
Please invade us!!
Please invade us!!
Ironic/sarcastic comment using absurdist humor to comment on the geopolitical situation.
Humor / Satire
0.90
@peg9897
Mar 4, 2025
Nice of Trudeau to use simple words Trump can understand
Nice of Trudeau to use simple words Trump can understand
Sarcastic jab at Trump's intelligence level, using ironic commentary about communication style.
Humor / Satire
0.90
@SilverAlce
Mar 4, 2025
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
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
10:42 Irony is most of Punjabi represent India😂
10:42 Irony is most of Punjabi represent India😂
Uses ironic humor and emoji to comment on the representation of Punjabis in the video context.
Humor / Satire
0.90
Khyung7
Feb 11, 2026
Donald Duck's smarter than this donald.
Donald Duck's smarter than this donald.
Sarcastic comparison using a cartoon character name as ironic commentary on intelligence.
Humor / Satire
0.90
@ccccen
Mar 4, 2025
This was an excellent speech. Can you imagine the dolt Trumpf actually having the language ability to give such a clear argument. \nNeither can I.
This was an excellent speech. Can you imagine the dolt Trumpf actually having the language ability to give such a clear argument. \nNeither can I.
Uses sarcasm and ironic comparison to mock Trump's communication abilities relative to Trudeau's speech.
Humor / Satire
0.90
@henrymcvey6538
Mar 4, 2025
Can you please adopt California
Can you please adopt California
Joking request for Canada to adopt California, using ironic humor to express dissatisfaction with US leadership.
Humor / Satire
0.90
@tracywest6734
Mar 4, 2025
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
Where's Ja rule so we can make sense of all this?
Where's Ja rule so we can make sense of all this?
Uses a pop culture reference (Ja Rule meme) to sarcastically comment on the confusion and chaos of the situation.
@ancientofdays9737
Mar 4, 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
52nd state! Governor Trudeau!
52nd state! Governor Trudeau!
Uses sarcastic framing comparing Canada to a US state as ironic commentary on political tensions.
@jonlivingstone
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
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
Trump is NOT a smart man. Bag of hammers have more intellgience and use than Diaper Don!
Trump is NOT a smart man. Bag of hammers have more intellgience and use than Diaper Don!
Uses insulting humor and nicknames ('Diaper Don') to mock Trump's intelligence in a sarcastic manner.
Humor / Satire
0.90
@TRISTAM-i7j
Mar 4, 2025
What a shocker 😉
What a shocker 😉
Sarcastic winking emoji response suggesting ironic commentary on the video's content.
Humor / Satire
0.90
noobmaster_69_420
Oct 1, 2025
I know where they are hiding, Tim Hortons Canada! Now they are no longer missing!
I know where they are hiding, Tim Hortons Canada! Now they are no longer missing!
Joking response using Tim Hortons as a punchline about missing people, clearly satirical commentary.
Humor / Satire
0.90
lazerathhome
Sep 30, 2025
everything is china in my house bahahaha
everything is china in my house bahahaha
Commenter uses humorous tone and laughter to sarcastically comment on consumer reliance on Chinese products.
Humor / Satire
0.90
@demonspoo
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)