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
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
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
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
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
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
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
Any White Christian suprimist in ☪️ondombox 🕋😂😂😂 Sorry Comment box 👇🏾👇🏾👇🏾
Any White Christian suprimist in ☪️ondombox 🕋😂😂😂
Sorry Comment box 👇🏾👇🏾👇🏾
The comment uses sarcasm and self-correcting humor to mock white Christian supremacists, with religious symbols used ironically.
chetangawade5002
Sep 19, 2025
Yeah Rica, is the "food" worth it?
Yeah Rica, is the "food" worth it?
Sarcastic rhetorical question implying skepticism about claimed benefits, using irony.
Humor / Satire
0.75
michaelhoudecki3657
Sep 19, 2025
Boo, Boo, Boo, Boo?
Boo, Boo, Boo, Boo?
Dismissive booing, likely sarcastic or mocking commentary on the video content.
Humor / Satire
0.75
@Neal_only1
Mar 4, 2025
Looks like we need to give Canada some freedom ??????
Looks like we need to give Canada some freedom ??????
Uses ironic framing ('freedom') with emojis to mock a political situation, employing sarcasm rather than literal argument.
@HL_McCullough77
Mar 4, 2025
We should have the right to round up the corrupt politicians and send them flying into the Sun.
We should have the right to round up the corrupt politicians and send them flying into the Sun.
Hyperbolic, absurdist statement about politicians that functions as dark satire rather than a literal call to violence.
jeremylock7618
Aug 26, 2025
OMG,like today, i was in the park, and this old white man told me my music is too loud .He was like really,really old.He was like between 35 and 40. He was like telling me …
OMG,like today, i was in the park, and this old white man told me my music is too loud .He was like really,really old.He was like between 35 and 40. He was like telling me my music is too loud.So i tell him to go "FUCK HIM HIMSELF." It's so rude to tell someone to turn their music down.OMG ,like raaalley!!!!
Satirical anecdote with exaggerated tone ('OMG', 'raaalley') mocking sensitivity to minor social friction, likely ironic commentary on immigration discourse.
Humor / Satire
0.75
lancelothookumchand8795
Aug 26, 2025
Yeet the jeets
Yeet the jeets
Slang phrase used as derogatory joke/meme targeting a specific ethnic group; combines satire with identity-based mockery.
thekeytothegate
Aug 26, 2025
its called the great WHITE north i dont like the cold !
its called the great WHITE north i dont like the cold !
Ironic/joking reference to 'great WHITE north' and dislike of cold, playing on national identity stereotypes.
yeudoi66
Aug 25, 2025
You love your cultural enrichment, ready for more diversity slops?
You love your cultural enrichment, ready for more diversity slops?
Sarcastic rhetorical question using dismissive language ('slops') to mock pro-immigration sentiment, with underlying identity-based framing.
Peacenutman
Jun 20, 2025
Mormons will take that challenge from the Muslims about being the largest religion.
Mormons will take that challenge from the Muslims about being the largest religion.
Makes a joking comparison between religious groups competing for demographic dominance.
Humor / Satire
0.75
dustinherk8124
Aug 25, 2025
Can’t wait to see those Gotti statues torn down!!!
Can’t wait to see those Gotti statues torn down!!!
Brief sarcastic comment about removing statues, likely mocking or making light of cultural debates.
Humor / Satire
0.75
Trampus10-4
Aug 25, 2025
Trudeau Liberal - Elbows up dummies
Trudeau Liberal - Elbows up dummies
Sarcastic jab at Trudeau using a physical gesture reference, combining mockery with partisan identity framing.
1dbvvdb1
Jun 20, 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)