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
🤡🦉Government
🤡🦉Government
Uses clown and owl emojis with 'Government' label as sarcastic mockery of government competence.
bkm9849
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
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
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
Cultural enrichment
Cultural enrichment
Standalone phrase 'cultural enrichment' appears to be sarcastic shorthand referencing identity concerns.
elvis6244
Oct 10, 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
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
Be like Mike ? elbows up ?
Be like Mike ? elbows up ?
Cryptic reference to 'Mike' with 'elbows up' appears to be a joke or meme reference rather than substantive commentary.
Humor / Satire
0.75
@Steven-Momy
Mar 4, 2025
this is what karma colonialism must look like so happy to see it is as indian
this is what karma colonialism must look like so happy to see it is as indian
Sarcastically frames immigration as 'karma' for colonialism, using ironic commentary on historical role reversal.
aryavrat22
Oct 27, 2025
We’re all the Russian bots and MAGAs at ???
We’re all the Russian bots and MAGAs at ???
Sarcastic comment about bot activity and MAGA supporters in the comment section, using irony to critique other commenters.
@gonzalobeltran4234
Mar 4, 2025
develop your communication skills , because once you open your mouth you tell the world who you are. Fucking Trump take note.
develop your communication skills , because once you open your mouth you tell the world who you are. Fucking Trump take note.
Uses sarcastic, mocking tone with crude language to satirize Trump's communication style and character.
Humor / Satire
0.75
@AssefaDargie-l3f
Mar 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
I know this sound naïve, and somewhat rude but all I can keep hearing is he speak is Kendrick Lamar they not like us! \n\nI would love to see a open debate about this between …
I know this sound naïve, and somewhat rude but all I can keep hearing is he speak is Kendrick Lamar they not like us! \n\nI would love to see a open debate about this between all three countries included in North America .
The commenter makes a joking reference to Kendrick Lamar lyrics, then pivots to a comparative framing suggestion about North American countries.
@tunesbyshy
Mar 4, 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
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
"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
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
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
Good more alcohol for us cheaper too ?finally you think you have balls ?
Good more alcohol for us cheaper too ?finally you think you have balls ?
Uses sarcasm and ironic commentary about alcohol prices and political courage, employing humor to critique policy.
Humor / Satire
0.75
@kenprice57
Mar 4, 2025
Padjeet incoming !😂
Padjeet incoming !😂
Uses a derogatory slur with laughing emojis in what appears to be sarcastic commentary about immigration, though potentially offensive.
CrapaudFranco-italien
Jan 27, 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)