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 => 51st state! ??
Canada => 51st state! ??
Uses joking/sarcastic framing to suggest Canada becoming a U.S. state, with question marks indicating ironic tone.
@kevinjones5457
Mar 4, 2025
Oh no! Prissy boy Trudeau is mad!
Oh no! Prissy boy Trudeau is mad!
Uses sarcastic mockery ('Prissy boy') to ridicule Trudeau in a dismissive, joking manner.
@007gunlogo
Mar 4, 2025
That south park song plays in my head all the time
That south park song plays in my head all the time
Reference to a cultural meme/song used for humorous commentary on the situation.
Humor / Satire
0.80
@Ural_Batyr_News
Mar 5, 2025
haha more circus shows to come...karma!
haha more circus shows to come...karma!
Sarcastic dismissal using 'circus' metaphor and 'karma' to mock political developments with ironic tone.
Humor / Satire
0.80
@cheahtonghuat1809
Mar 4, 2025
crazy i live down the street to some of these places LOL - pretty accurate tho 😅
crazy i live down the street to some of these places LOL - pretty accurate tho 😅
Casual, joking tone with emoji expressing amusement about local familiarity with the video's subject matter.
SpyfulNinja
Jan 29, 2026
Why is it that while watching this video I got like 5 adds in there language?😂
Why is it that while watching this video I got like 5 adds in there language?😂
Sarcastically comments on YouTube ad targeting using emoji, making light of algorithmic language-based advertising.
jasonstiven4460
Jan 28, 2026
If i dont see them at my tim hortons or at my 7/11 they call me every day to tell me my package is being hold at the border
If i dont see them at my tim hortons or at my 7/11 they call me every day to tell me my package is being hold at the border
Employs exaggerated, absurdist humor about immigrants working at Tim Hortons and 7-Eleven while making border package delivery jokes.
Humor / Satire
0.80
dabandpuke
Jan 27, 2026
The US Gov looks like a reality shit show. I think Trump is about evolving dementia.
The US Gov looks like a reality shit show. I think Trump is about evolving dementia.
Uses sarcastic and exaggerated language about US politics to critique through ironic commentary rather than direct argument.
@nickheld797
Mar 5, 2025
Not everyone is behind the rancid orange goblin, just the Republicans who kiss his rear.
Not everyone is behind the rancid orange goblin, just the Republicans who kiss his rear.
Derisive characterization of Trump using colorful language and partisan framing presented sarcastically.
@stratis1274
Mar 4, 2025
Canada turned into Kannada
Canada turned into Kannada
Wordplay joke comparing Canada to Kannada (South Indian language), sarcastically commenting on immigration demographics.
thefrench8847
Jan 27, 2026
Trudeau for US president!
Trudeau for US president!
Jokingly suggests a Canadian leader for US president, using ironic comparison to critique US politics.
@PhilipBrandt1973
Mar 5, 2025
“I prefer fattoush and tabouli to your salad” what an ijit! Regardless of the name, it’s all salad, Lena!!
“I prefer fattoush and tabouli to your salad” what an ijit! Regardless of the name, it’s all salad, Lena!!
Uses sarcasm and mockery ('what an ijit!') to humorously critique someone's food preferences and semantic distinctions.
Humor / Satire
0.80
amazemebridge
Mar 2, 2026
Lmfao when the Asians are complaining about the driving you know there’s a problem. 😆
Lmfao when the Asians are complaining about the driving you know there’s a problem. 😆
Uses ironic humor and a stereotype about Asian drivers to critique another group's driving, combining comedy with implicit identity-based commentary.
travislagerwerf4174
Jan 28, 2026
make Canada join the EU !!!
make Canada join the EU !!!
Uses exaggerated, sarcastic language about Canada joining the EU as ironic commentary on geopolitical preferences.
@sebastiankell84
Mar 5, 2025
Trump should take english lessons from Trudeau
Trump should take english lessons from Trudeau
Uses ironic comparison between Trump and Trudeau's communication styles as comedic commentary.
@Colmoschin123
Mar 5, 2025
White people always gotta take shots a black men. Lol 😂
White people always gotta take shots a black men. Lol 😂
Uses ironic humor and laughter emoji to comment on racial dynamics and stereotyping in the video.
Humor / Satire
0.80
clbaker24
Jan 27, 2026
Dude on the bike is a legend
Dude on the bike is a legend
A brief, casual compliment using colloquial language that appears to praise someone in the video with lighthearted tone.
Humor / Satire
0.80
pauls3333
Jan 28, 2026
Trump: hmmmmmm ...now we are talking!!!!!!!
Trump: hmmmmmm ...now we are talking!!!!!!!
Uses ironic tone and exaggeration to humorously comment on Trump's reaction to the speech.
Humor / Satire
0.80
@gauravpatel3220
Mar 5, 2025
Love the irony of “Donald is smart”
Love the irony of “Donald is smart”
Ironic commentary pointing out contradiction in a statement about Donald Trump's intelligence.
Humor / Satire
0.80
@kellycachoeira2366
Mar 4, 2025
Hahaha I was born and raised in Brampton from birth in 1996-2020, and I still live in the general area (the GTA). VERY interested to see this video. Bramladesh sure has changed a lot in …
Hahaha I was born and raised in Brampton from birth in 1996-2020, and I still live in the general area (the GTA). VERY interested to see this video. Bramladesh sure has changed a lot in the last 30 years.
Personal account of living in Brampton combined with sarcastic nickname 'Bramladesh' critiquing demographic change.
Sahidable
Feb 18, 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)