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
Yah Butt, daversity is our strangth, raght?
Yah Butt, daversity is our strangth, raght?
Sarcastic mockery of diversity rhetoric using misspellings ('daversity', 'strangth', 'raght') to ridicule the phrase 'diversity is our strength.'
brenta.817
Feb 18, 2026
Canada-ni-stan
Canada-ni-stan
Sarcastic wordplay ('Canada-ni-stan') mocking demographic change through ironic renaming, with implicit identity anxiety.
my_glock_is_inclusive
Jan 27, 2026
18000 lolllll
18000 lolllll
Mocking response to a statistic using exaggerated laughter, implying skepticism or derision about the number cited.
Humor / Satire
0.85
goldrivers598
Jan 1, 2026
Deport 20k and let 380k in😂😂😂
Deport 20k and let 380k in😂😂😂
Sarcastic juxtaposition of deporting small numbers while admitting large numbers, marked by laughing emojis indicating ironic commentary.
Humor / Satire
0.85
Proudcanuck88
Dec 30, 2025
Guy on the bike ... ( tell us how you really feel ) 😄
Guy on the bike ... ( tell us how you really feel ) 😄
The comment uses sarcasm and humor to react to someone's strong emotional expression in the video.
pumpkinpie7254
Jan 27, 2026
Saar please have you tried shitting in the street to fix this problem?
Saar please have you tried shitting in the street to fix this problem?
Crude sarcastic joke making an offensive reference to stereotypes about immigrants.
Humor / Satire
0.85
neoclassic09
Jan 27, 2026
Canadian flags all over the Punjabi human trafficker safehouse. This is the most canadian thing I've ever seen!.
Canadian flags all over the Punjabi human trafficker safehouse.
This is the most canadian thing I've ever seen!.
Uses ironic commentary about Canadian flags at a crime scene to satirize Canadian identity and multiculturalism.
Dukkha-Bhavana
Jan 27, 2026
O wow ...wow...who would have ever though ...that lack of control over our border could couse issues...o wow. Being sarcastic here. Just in case its hard to notice...
O wow ...wow...who would have ever though ...that lack of control over our border could couse issues...o wow. Being sarcastic here. Just in case its hard to notice...
Explicit sarcasm about border control failures, using repetition and self-aware meta-commentary to mock government policy.
kubatomczyk1801
Feb 18, 2026
tyler your portuguese surname really helped you 😂
tyler your portuguese surname really helped you 😂
Ironic comment suggesting someone's Portuguese surname contradicts their identity or credibility.
Humor / Satire
0.85
blinktambo255
Jan 27, 2026
Guys stop this non-sense , summer is coming Lets have a cold beer and chill wat are you talking about
Guys stop this non-sense , summer is coming Lets have a cold beer and chill wat are you talking about
Uses dismissive humor and sarcasm to deflect from serious political discussion, suggesting people should relax instead of engaging.
Humor / Satire
0.85
@ADV-T7
Mar 4, 2025
Trump is truly an idiot
Trump is truly an idiot
Brief dismissive insult presented in a casual, sarcastic tone rather than substantive critique.
Humor / Satire
0.85
@mdpryce82
Mar 4, 2025
Can Canada buy Bulgaria…Please!
Can Canada buy Bulgaria…Please!
Joking suggestion that Canada should relocate to Bulgaria, using absurdist humor to express frustration with the current situation.
Humor / Satire
0.85
@MartzBeatz
Mar 4, 2025
ICE ICE BABY
ICE ICE BABY
References the Vanilla Ice song 'Ice Ice Baby' as a joke response to ICE-related discussion.
Humor / Satire
0.85
annfoster6116
Feb 18, 2026
Donald a smart guy LOL
Donald a smart guy LOL
Uses sarcasm ('LOL') to mock a political figure's intelligence.
Humor / Satire
0.85
@mgeorge162
Mar 4, 2025
Safe here ... 🤣👌 good joke 4:45
Safe here ... 🤣👌 good joke 4:45
The commenter is making a joke about the video content at a specific timestamp, using laughing emojis and sarcasm.
No.1-English-Podcast
Feb 28, 2026
Lots of Alcoholics in Canada eh!
Lots of Alcoholics in Canada eh!
Stereotypical joke about Canadians and alcohol consumption, using casual sarcastic tone.
Humor / Satire
0.85
@alisonbarratt3772
Mar 4, 2025
22:00 "Bie" 😭
22:00 "Bie" 😭
Mocking reaction to a mispronunciation or awkward moment in the video with laughing emojis.
spuidfh0
Jan 27, 2026
That city is one great big spam call 😂
That city is one great big spam call 😂
Uses humorous exaggeration (spam calls as defining characteristic) to satirize a Canadian city.
Humor / Satire
0.85
whitewidow9046
Jan 27, 2026
Look at Surrey Mayor 😂😂😂 she looks like a loser.
Look at Surrey Mayor 😂😂😂 she looks like a loser.
Uses mocking emoji and derogatory language toward a public figure, employing sarcasm and ridicule rather than substantive critique.
Hazara26
Feb 18, 2026
I feel like we just made a bunch of bad choices on the Civilzation25 game and now all the other world leaders are denouncing us and the reputation levels are hitting a bunch of red …
I feel like we just made a bunch of bad choices on the Civilzation25 game and now all the other world leaders are denouncing us and the reputation levels are hitting a bunch of red down thumbs
Uses video game metaphor (Civilization) sarcastically to comment on Canada's international reputation and diplomatic standing.
Humor / Satire
0.85
@wforbes87
Mar 4, 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)