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
Walk quietly, and carry a big stick.
Walk quietly, and carry a big stick.
Uses the famous Theodore Roosevelt quote sarcastically or ironically in the context of geopolitical tensions.
Humor / Satire
0.88
@TheCally70
Mar 4, 2025
Dum Donald ??
Dum Donald ??
Brief dismissive insult using misspelling and question marks for comedic/sarcastic effect.
Humor / Satire
0.88
@mrs.pierre9171
Mar 4, 2025
Its crazy my first trip out of my own country was basically a trip to a cleaner India, ridiculous 😂
Its crazy my first trip out of my own country was basically a trip to a cleaner India, ridiculous 😂
Uses sarcastic humor to compare Canada's demographic composition to India, with emoji indicating ironic tone.
IHaveBadWiFiBro
Jan 29, 2026
Dwi got a different meaning in Brampton (driving well Indian)
Dwi got a different meaning in Brampton (driving well Indian)
Ethnic joke playing on DWI acronym and Brampton's Indian demographic, using wordplay for satirical commentary on immigration.
Whatsgoinonhere
Jan 27, 2026
Ayo which crack head said not here point em out 😂im walk there right now and talk to them bout harrassing reports
Ayo which crack head said not here point em out 😂im walk there right now and talk to them bout harrassing reports
Uses joking tone and emoji to sarcastically respond to harassment claims with ironic bravado.
Humor / Satire
0.87
vvendetta3996
Oct 26, 2025
Here for the comments about the bike guy and getting human trafficked for a YouTube video 🤣🤣🤣🤣 lmaoooo
Here for the comments about the bike guy and getting human trafficked for a YouTube video 🤣🤣🤣🤣 lmaoooo
Uses ironic commentary and emojis to mock the video's content and other commenters in a joking tone.
RawAgenda
Jan 27, 2026
Listening to Trudeau is like listening to a teacher. Listening to Trump is like listening to a toddler.
Listening to Trudeau is like listening to a teacher. Listening to Trump is like listening to a toddler.
Uses sarcastic comparison between Trudeau and Trump to mock Trump's communication style through ironic analogy.
@bicqtran
Mar 4, 2025
the bike guy is the definition of google-search-education. I wonder how high his IQ is.
the bike guy is the definition of google-search-education. I wonder how high his IQ is.
Comment uses sarcasm and mockery to criticize someone's intelligence and knowledge level.
Humor / Satire
0.87
SIBIRIAKcom
Jan 28, 2026
I want to visit the USA like I want to visit North Korea. Heil Drumf!
I want to visit the USA like I want to visit North Korea. Heil Drumf!
Uses sarcastic comparison (USA like North Korea) and inflammatory wordplay ('Heil Drumf') to mock American politics through ironic commentary.
daveydudely9954
Dec 7, 2025
Secondly 😂 just as the Indian population are foreigners to the land so are you white Europeans 🤷♂️
Secondly 😂 just as the Indian population are foreigners to the land so are you white Europeans 🤷♂️
Employs sarcasm and emoji to challenge the distinction between Indian immigrants and European settlers as 'foreigners,' using ironic equivalence.
nas4235
Feb 27, 2026
"True North, Strong and Free"? More like "Fading North, with rising fees"
"True North, Strong and Free"? More like "Fading North, with rising fees"
Uses ironic wordplay on Canada's national motto to critique rising costs and national decline.
Sandy-wm2nv
Sep 9, 2025
Now I see why Alberta wants to separate from the rest of India, I’m mean Canada
Now I see why Alberta wants to separate from the rest of India, I’m mean Canada
Sarcastic wordplay conflating Alberta separation with India, using ironic misnaming for comedic effect.
Humor / Satire
0.87
Idahoprepper71
Jan 29, 2026
This was an awesome documentary about India Jr.
This was an awesome documentary about India Jr.
Sarcastic/ironic reference to Canada as 'India Jr.' commenting on the video's subject matter.
BohdanKaiba
Jan 27, 2026
welcome to Canindia
welcome to Canindia
Uses wordplay ('Canindia') to satirically comment on Canada's immigration demographics and cultural composition.
0tayaya
Sep 30, 2025
8:58 they never cover their windows and walk naked says a man who is walking half naked on the street lol
8:58 they never cover their windows and walk naked says a man who is walking half naked on the street lol
Critiques the video's claims through ironic observation, pointing out hypocrisy in the argument being made.
Little-bird-told-me
Oct 16, 2025
Imagine the smell
Imagine the smell
Crude stereotyping joke using sensory mockery as attempted humor about immigrants.
thebanished87
Jan 27, 2026
@TylerOliveira I love you man, but this video is a fail. Do you want to know why? ...CAUSE YOU DIDN'T BRING GLOVES FOR YOUR HANDS VS THE TEMPERATURE IN CANADA!!! Jokes aside: great video!
@TylerOliveira I love you man, but this video is a fail. Do you want to know why?
...CAUSE YOU DIDN'T BRING GLOVES FOR YOUR HANDS VS THE TEMPERATURE IN CANADA!!!
Jokes aside: great video!
Uses joking tone to critique the video creator's preparation, then offers genuine praise, blending humor with video commentary.
gogopogo1
Jan 27, 2026
Welcome to Timjeet Hortondeeps! How may we screw up your order today?
Welcome to Timjeet Hortondeeps! How may we screw up your order today?
Satirical play on Tim Hortons name combined with stereotypical name, mocking service quality through ethnic humor.
WilliamMacDougal-k3o
Jan 28, 2026
Trump an intelligent guy? In scamming people, maybe. 9 years old read better than that idiot.
Trump an intelligent guy? In scamming people, maybe. 9 years old read better than that idiot.
Uses sarcasm and insults framed as jokes to mock Trump's intelligence and competence.
Humor / Satire
0.86
@seycheles27
Mar 4, 2025
Bro is the ultimate example of recist ( Indian recism) 😂
Bro is the ultimate example of recist ( Indian recism) 😂
Uses humor and emoji to mock someone in the video for displaying racism, commenting on the video content itself.
MarufShaon
Feb 17, 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)