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
Canada is gay af ?
Canada is gay af ?
Sarcastic or joking characterization of Canada using slang, likely critiquing perceived progressive policies.
Humor / Satire
0.70
@LasCrucesBodycam
Mar 4, 2025
Native Canadians 😂
Native Canadians 😂
Uses laughing emoji to mock the concept of 'Native Canadians' in an ironic commentary.
Humor / Satire
0.70
jakesnake1481
Feb 7, 2026
They are so many that they are spilling out of their cup.
They are so many that they are spilling out of their cup.
Uses metaphorical language ('spilling out of their cup') in a sarcastic manner to comment on population numbers.
fjm1991
Jan 29, 2026
Elbows Up !
Elbows Up !
Brief exclamatory phrase with unclear reference, likely ironic or joking commentary.
Humor / Satire
0.70
@dentoman1
Mar 4, 2025
Canadastan.
Canadastan.
Portmanteau 'Canadastan' is sarcastic commentary on perceived cultural change, blending humor with identity critique.
eddiethepizzahero
Jan 27, 2026
INDIA❌ RANDIA✅
INDIA❌
RANDIA✅
Satirical wordplay on 'India' vs 'Randia' (a derogatory term), using humor to mock or critique.
BD.SHAKIB.786
Feb 17, 2026
why is there an idian tuktuk on the highway?
why is there an idian tuktuk on the highway?
Uses sarcastic questioning and ethnic stereotyping (tuktuk reference) to mock a specific immigrant group.
smileographer
Jan 27, 2026
Not called brown town 4 nothing 😅
Not called brown town 4 nothing 😅
Uses sarcastic humor (emoji) to reference a neighborhood nickname associated with a particular ethnic group.
TruNorthSavage
Oct 20, 2025
Zelenski was talking bad like him, then bend the knee. Welcome to the union, our 51st state.....
Zelenski was talking bad like him, then bend the knee. Welcome to the union, our 51st state.....
Sarcastic commentary comparing Canada to a US state and mocking political submission, using ironic tone about annexation.
@RayRP-s7l
Mar 4, 2025
H1beeing the town 🐝
H1beeing the town 🐝
Uses wordplay ('H1beeing') and emoji to make a joking reference to visa categories and immigration patterns.
Humor / Satire
0.70
manuelcruz2256
Jan 27, 2026
As an American, we should invade Canada
As an American, we should invade Canada
An inflammatory statement that appears to be sarcastic or provocative commentary rather than a serious policy position, though it carries threatening undertones.
@mairricks8476
Mar 4, 2025
Suck it up buttercup
Suck it up buttercup
Commenter uses a dismissive, sarcastic phrase ('Suck it up buttercup') that appears to mock or trivialize the discussion with ironic tone.
Humor / Satire
0.70
PrashantSharma-mv6be
Feb 3, 2026
Stop crying Governor of the state of Canada.
Stop crying Governor of the state of Canada.
Uses sarcasm and mockery by calling Canada a 'state' and addressing the PM dismissively, employing ironic commentary.
@HD-Memories
Mar 4, 2025
Make it make sense ??? ? .. .. O.K. : Mr. Putin's been in cryo-tube popsicleland for the last 6 odd year's ! .. .. Got the picture eveverybody ??? .. Yep !!!\n- Say, ..I …
Make it make sense ??? ? .. .. O.K. : Mr. Putin's been in cryo-tube popsicleland for the last 6 odd year's ! .. .. Got the picture eveverybody ??? .. Yep !!!\n- Say, ..I thought our little honey on the left there bolted some time ago ? .. ..Like your wife did me-buck-o ??\n♎⚖️
Incoherent, absurdist commentary with conspiracy-like references presented in a sarcastic, joking tone.
Humor / Satire
0.70
@mrpaulweaver
Mar 4, 2025
SAARS YOU BIG T3RR0RISTS
SAARS YOU BIG T3RR0RISTS
All-caps, deliberately misspelled 'TERRORISTS' appears to be mocking or parodying inflammatory rhetoric rather than endorsing it.
Humor / Satire
0.70
Omzy-n4i
Jan 27, 2026
Hail Canindia
Hail Canindia
Sarcastic portmanteau ('Canindia') mocking the demographic composition of Canada, using ironic commentary.
nicekeyboardalan6972
Jan 30, 2026
DJT completes his own three ** 'T' disasters.
DJT completes his own three ** 'T' disasters.
Uses cryptic wordplay ('three T disasters') as satirical commentary on Trump, employing coded humor rather than direct criticism.
Humor / Satire
0.70
@marineboy305
Mar 4, 2025
Remember there was an episode in COD where US was at war with itself? This is it folks
Remember there was an episode in COD where US was at war with itself? This is it folks
Uses video game reference sarcastically to comment on current political tensions, blending dark humor with anxiety about conflict.
@mulgogi888
Mar 4, 2025
Canada's president hasn't heard OF Ron White CAN'T FIX STUPID
Canada's president hasn't heard OF Ron White CAN'T FIX STUPID
Uses a comedic reference (Ron White's catchphrase) to mock a political figure.
@jenniferjohnson1081
Mar 4, 2025
Don't get me wrong, I like curry, but now that we have the recipe
Don't get me wrong, I like curry, but now that we have the recipe
Sarcastic comment implying immigrants are no longer needed once their cultural contributions (recipes) are adopted, using humor to express xenophobic sentiment.
masteryoda3035
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)