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
If all the women would look like Priya Anjali Rai I'd give them a pass....
If all the women would look like Priya Anjali Rai I'd give them a pass....
Sexually objectifying joke about a specific person, using humor/sarcasm to comment on immigration policy.
Humor / Satire
0.75
AceInterface
Jan 30, 2026
lol look how south Korea is shrinking and in coming 100 or 200 years it would be vanished....if white ppl are not breeding anymore what problem to share land with other ones?? They do wanna …
lol look how south Korea is shrinking and in coming 100 or 200 years it would be vanished....if white ppl are not breeding anymore what problem to share land with other ones?? They do wanna extend their Dynasty for now.....and if you are not happy with them then breed mfs.....saying as a white btw
Uses sarcasm and ironic commentary about demographic decline and breeding to critique anti-immigration sentiment, self-identifying as white.
Stsygssgs
Sep 24, 2025
Canadians should go invade india
Canadians should go invade india
Appears to be sarcastic/ironic reversal of invasion rhetoric, using absurdist humor to critique anti-immigration sentiment.
Humor / Satire
0.75
stephanebanon5483
Sep 23, 2025
3:28 Pakistani? Makes sense 😂😂
3:28 Pakistani? Makes sense 😂😂
Uses sarcasm and emoji to make a stereotypical association between nationality and behavior, employing humor to critique.
Alif-u8b9j
Oct 7, 2025
almost 1 million jeet iumagine the smelll i bet the river are flooded with trash but eh thats just cultural enrichement guys
almost 1 million jeet iumagine the smelll i bet the river are flooded with trash but eh thats just cultural enrichement guys
Uses sarcasm and exaggeration ('jeet', 'the smell', 'cultural enrichement') to mock immigration and environmental concerns in a satirical tone.
sashavenka
Sep 19, 2025
Imagine the smell...
Imagine the smell...
Brief sarcastic/derogatory comment using implied stereotypes as attempted humor.
Humor / Satire
0.75
shipmcgree6367
Sep 23, 2025
Browntown, Canadindian.
Browntown, Canadindian.
Uses sarcastic portmanteau ('Browntown, Canadindian') to mock demographic change through wordplay and ironic commentary.
MrGuit12
Oct 4, 2025
All these white people butt hurt😂😂😂😂
All these white people butt hurt😂😂😂😂
Uses sarcastic emoji-laden mockery of perceived grievances, with identity-based framing of 'white people' as the target.
kallumama5464
Sep 20, 2025
good job MAGA republicans!!!! congratulations!!!
good job MAGA republicans!!!! congratulations!!!
Sarcastic congratulations to MAGA Republicans, using ironic tone to mock rather than genuinely praise.
Humor / Satire
0.75
@alvinsilagan5664
Mar 4, 2025
🤡🦉Government
🤡🦉Government
Uses clown and owl emojis with 'Government' label as sarcastic mockery of government competence.
bkm9849
Oct 9, 2025
Free food at sikh gurudwaras
Free food at sikh gurudwaras
Brief sarcastic or humorous reference to free food at Sikh temples, likely mocking or stereotyping South Asian immigrants.
Humor / Satire
0.75
GuyBuddy-i6q
Sep 20, 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
We're Transport trucks learn to pay on their side.😂
We're Transport trucks learn to pay on their side.😂
Cryptic joke or sarcastic comment about transport trucks, likely mocking something about the video or immigration discourse.
Humor / Satire
0.75
dandesjardins2552
Sep 19, 2025
U called brampton is a metropolis? LOL~! it just a stupid town lol
U called brampton is a metropolis? LOL~! it just a stupid town lol
Uses exaggerated dismissal and 'LOL' to mock the characterization of Brampton as a metropolis, employing sarcastic tone.
Humor / Satire
0.75
FKJLHFAJKDFHLAJ
Sep 19, 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
YOU. BROUGHT. IMMIGRANTS HERE. STOP 🛑 COMPLAINING 😂😂😂
YOU. BROUGHT. IMMIGRANTS HERE. STOP 🛑 COMPLAINING 😂😂😂
Uses sarcasm and emojis to mock complaints about immigration, framing it as ironic blame-shifting with comedic tone.
khananwar5014
Sep 15, 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
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)