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
I dont mind, but please, use soap and deodorant!
I dont mind, but please, use soap and deodorant!
Uses sarcastic/joking tone with a stereotypical jab at immigrant hygiene practices, blending humor with subtle prejudice.
matys2831
Sep 21, 2025
America will remain unaffected by the recent tariff changes by the Governor of the Great State of Canada.
America will remain unaffected by the recent tariff changes by the Governor of the Great State of Canada.
Appears to be sarcastic commentary mocking US leadership while praising Canadian bilingualism, though the 'Governor of Canada' reference suggests ironic tone.
@bhaskarshukla11
Mar 4, 2025
Canada sucks. Dumb dunb
Canada sucks. Dumb dunb
Dismissive, sarcastic criticism of Canada presented in a joking/mocking tone.
Humor / Satire
0.70
DouglasDouglas-jc6cr
Sep 29, 2025
It's not Donald, Justin. \nIt's POTUS Elon.
It's not Donald, Justin. \nIt's POTUS Elon.
Sarcastic claim that Elon Musk is the real president, using irony to critique political influence.
@Haymankahn
Mar 4, 2025
😂😂😂 💩 jeets
😂😂😂 💩 jeets
Dismissive emoji reaction with ethnic slur used sarcastically or mockingly.
Humor / Satire
0.70
KyleUno-m5c
Jan 29, 2026
The smell must be unbearable
The smell must be unbearable
Dehumanizing joke using sensory disgust as satirical commentary on immigrant presence.
Bfsm8012345
Oct 4, 2025
Brampton should declare independence!
Brampton should declare independence!
Satirical suggestion that Brampton should separate, using ironic hyperbole about demographic change.
Mrasianman7
Oct 5, 2025
I hate Canadian youth 🎉🎉❤❤❤
I hate Canadian youth 🎉🎉❤❤❤
Appears to be ironic or sarcastic statement with celebratory emojis, likely mocking rather than sincere.
Humor / Satire
0.70
dylanbishop1940
Oct 5, 2025
Bramladesh at its finest! 👳🏾♂️👳🏿♂️
Bramladesh at its finest! 👳🏾♂️👳🏿♂️
Uses ethnic slur as sarcastic commentary on the video's content and the city of Brampton.
M.Bison88
Jan 29, 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
East Indians are famous for their honesty. They should be allowed to come to Canada in an unlimited number. Invite more Punjabis to Surrey BC, https://www.youtube.com/watch?v=uWvuNnRwDZ0
East Indians are famous for their honesty. They should be allowed to come to Canada in an unlimited number. Invite more Punjabis to Surrey BC, https://www.youtube.com/watch?v=uWvuNnRwDZ0
Appears to be sarcastic praise for East Indians paired with a YouTube link, mixing ironic commentary with promotional content.
rufinogalagan1449
Oct 10, 2025
Thank you but sometimes you just can't fix stupidity, i said what I said ?
Thank you but sometimes you just can't fix stupidity, i said what I said ?
Uses sarcastic tone and casual language to critique Trump's intelligence, with implied moral judgment.
@deborahharris3552
Mar 4, 2025
Trump tells you pay or fuck o ff
Trump tells you pay or fuck o ff
Crude, sarcastic paraphrase of a political position using informal language and humor.
Humor / Satire
0.70
@ayoublover2806
Mar 4, 2025
Trudeau has balls.
Trudeau has balls.
Brief, colloquial expression of approval for Trudeau using casual language that reads as humorous commentary.
@henrydaly-pp8ie
Mar 4, 2025
Can’t wait for another video of India’s poop party in Canada 🎉
Can’t wait for another video of India’s poop party in Canada 🎉
Uses crude sarcasm and a derogatory stereotype about India to mock immigration, blending satire with potentially offensive generalizations.
Vinny-no1yk
Jan 27, 2026
Butter chicken kinda fire tho ngl
Butter chicken kinda fire tho ngl
Casual, off-topic comment praising food with colloquial language and emoji, appearing as humorous aside.
Humor / Satire
0.70
jasonomenzfan91
Jan 29, 2026
thats below down syndrome lmfaoooo
thats below down syndrome lmfaoooo
Uses crude humor and laughter-indicating text to mock or jest, though the target and intent are unclear.
Humor / Satire
0.70
eddypulido4757
Jan 28, 2026
What a joke
What a joke
Brief dismissive comment expressing skepticism or mockery about the video's subject matter.
davidblaze3125
Feb 18, 2026
I like to start by just saying... Holy sugar honey iced tea he looks like Fidel Castro! Also God bless America but this guy is talking a lot of common sense
I like to start by just saying... Holy sugar honey iced tea he looks like Fidel Castro! Also God bless America but this guy is talking a lot of common sense
Opens with physical appearance joke (Castro comparison) then shifts to qualified approval of policy positions.
@chemicalbalance
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)