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
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Humor / Satire
4,434 comments
The man on the bike is right!! lmao!!
The man on the bike is right!! lmao!!
The commenter is laughing at and agreeing with someone in the video using casual, joking language ('lmao').
cindichean
Jan 27, 2026
Brampladesh
Brampladesh
Uses a derogatory portmanteau combining 'Brampton' with a slur, functioning as satirical commentary on demographic change.
DERTHIX
Jan 27, 2026
The don't seem to be eating poo 💩 😂😂😂😂
The don't seem to be eating poo 💩 😂😂😂😂
Crude joke with emoji using scatological humor, likely mocking stereotypes about immigrants.
DankBuds-o1n
Jan 27, 2026
Even the law abiding Indians think it's too much.🤣
Even the law abiding Indians think it's too much.🤣
Uses humor and emoji to mock Indian immigrants, suggesting even they recognize excessive immigration levels.
eaglehead1
Jan 27, 2026
They even brought the Indian street driving culture into Brampton … lol
They even brought the Indian street driving culture into Brampton … lol
Uses sarcasm and joking tone ('lol') to comment on cultural practices, though with underlying stereotyping.
jaytam1522
Jan 27, 2026
This going to age well for Canada!
This going to age well for Canada!
Sarcastic comment suggesting Canada's actions will not age well, using ironic commentary.
Humor / Satire
0.75
@andrespelayo6833
Mar 4, 2025
These people are financial refugees. GIMMEGRANTS
These people are financial refugees. GIMMEGRANTS
Uses wordplay ('GIMMEGRANTS') and sarcasm to critique immigration policy while characterizing immigrants as 'financial refugees.'
lanalee8634
Nov 21, 2025
"pay no taxes" Sir look at yourself
"pay no taxes"
Sir look at yourself
Sarcastic jab at someone's appearance or credibility, using ironic tone to mock a previous statement.
Ahmad_9134
Nov 13, 2025
Download app. Get shipped to Canada. No questions asked. Criminal wanting to come to Canada? No problem! You can just run off as soon as you arrive and disappear into the underbelly (now upperbelly) of …
Download app. Get shipped to Canada. No questions asked. Criminal wanting to come to Canada? No problem! You can just run off as soon as you arrive and disappear into the underbelly (now upperbelly) of crime. 👍 This advertisement has been brought to you by the government of Canada eh. 🇨🇦
Uses sarcastic mock-advertisement format to satirize immigration policy, embedding unverified claims about criminals entering unchecked.
EyeofSekhmet
Nov 21, 2025
Excuse mua,Hi there I am an Indian living in India , how colonialism is going whitards. Howdy 🤠
Excuse mua,Hi there I am an Indian living in India , how colonialism is going whitards.
Howdy 🤠
Uses sarcasm and colloquial language to make a comparative point about colonialism and Western attitudes toward India.
anupdix7337
Nov 2, 2025
They got a lot of truck driver hats on
They got a lot of truck driver hats on
Observational joke about the appearance of people in the video, likely mocking or satirizing the group shown.
geraldetcdrone6262
Nov 4, 2025
Brampton is the most beautiful city of entire world.
Brampton is the most beautiful city of entire world.
Hyperbolic praise of Brampton appears sarcastic given the video's critical context about the city's demographic changes.
Humor / Satire
0.75
yagneshpatel6361
Oct 22, 2025
Bike guy for Canadian Prime Minister.
Bike guy for Canadian Prime Minister.
Jocular reference to a video subject ('bike guy') as alternative political candidate, using ironic commentary.
SeanJohnson-qm4pu
Mar 3, 2026
Bramladish. Formally known as a Brampton
Bramladish. Formally known as a Brampton
Sarcastic comment using 'Bramladish' as a made-up term to mock Brampton's demographic changes, combining humor with identity-based framing.
larrykemp-l1m
Oct 23, 2025
They are all engineers 😢😢😢😢😢
They are all engineers 😢😢😢😢😢
Sarcastic statement with sad emojis stereotyping immigrants as engineers, using irony to critique or mock the demographic composition.
alonsolaw8380
Oct 14, 2025
Cultural enrichment
Cultural enrichment
Standalone phrase 'cultural enrichment' appears to be sarcastic shorthand referencing identity concerns.
elvis6244
Oct 10, 2025
The city that bans deodorant !
The city that bans deodorant !
Cryptic reference to a city regulation appears to be sarcastic or joking commentary.
Humor / Satire
0.75
gaivsjvlivscaesar9375
Oct 6, 2025
As an white american with white skin I want to have as many indians as possibly move to my home-town. I want a militant hindu state in my back yard subsidized with my tax dollars. …
As an white american with white skin I want to have as many indians as possibly move to my home-town. I want a militant hindu state in my back yard subsidized with my tax dollars. I want hindu death squads delivering my mail and suspecting that a white american lives in my house which is true. I want to admire from afar massive temples as they erect them. I want to fear for the lives of my friends and family. I want the thrill of knowing I’m running out of time. I want this. I want Ontario in my back yard. I want india. I want it so bad I need it now. I need india and I need cows and curry. I can’t take it.
This is heavy sarcasm/irony expressing anti-immigration sentiment through exaggerated, absurdist language about wanting demographic change and cultural replacement.
SocietyEnjoyer
Oct 9, 2025
Yesterday and Indian guy working at a liquor store say the Canadians are so stupid, and I asked him why you are here, he didn't like it 😂
Yesterday and Indian guy working at a liquor store say the Canadians are so stupid, and I asked him why you are here, he didn't like it 😂
The commenter shares an anecdote with a laughing emoji, using it to make an implicit criticism about immigrant attitudes toward Canadians.
FranciscoHernandez-pg7fk
Oct 9, 2025
🤡🦉Government
🤡🦉Government
Uses clown and owl emojis with 'Government' label as sarcastic mockery of government competence.
bkm9849
Oct 9, 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)