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
The don't seem to be eating poo 💩 😂😂😂😂
The don't seem to be eating poo 💩 😂😂😂😂
Crude joke with emoji using scatological humor, likely mocking stereotypes about immigrants.
DankBuds-o1n
Jan 27, 2026
Brampladesh
Brampladesh
Uses a derogatory portmanteau combining 'Brampton' with a slur, functioning as satirical commentary on demographic change.
DERTHIX
Jan 27, 2026
Canada is not a real place.
Canada is not a real place.
Makes an absurdist or sarcastic statement questioning Canada's existence, likely as ironic commentary.
ChutterBuggins
Jan 27, 2026
Fire Trump ?
Fire Trump ?
Brief, sarcastic comment using wordplay ('Fire Trump') that appears to mock rather than seriously advocate.
Humor / Satire
0.75
@app1mxh
Mar 4, 2025
The only thing I have that's from Canada is maple syrup and that already cost $20 for a little bottle
The only thing I have that's from Canada is maple syrup and that already cost $20 for a little bottle
Sarcastic complaint about Canadian maple syrup prices using exaggeration and ironic tone to critique economic costs.
@mortirius1
Mar 4, 2025
Forget McCathy’s “ Reds under the Bed “ there is one in the Whitehouse ?
Forget McCathy’s “ Reds under the Bed “ there is one in the Whitehouse ?
Sarcastic reference to McCarthyism using wordplay to suggest communist infiltration of the White House, blending satire with political anxiety.
@ErnieBurt
Mar 4, 2025
are we Great, yet? ,?
are we Great, yet? ,?
A cryptic, sarcastic question using punctuation and phrasing that suggests ironic commentary on national greatness or political slogans.
Humor / Satire
0.75
@L1a7even
Mar 4, 2025
This white man dont know about indians and how some are muslims but dont like muslims but like indians backward ass bitch 😂
This white man dont know about indians and how some are muslims but dont like muslims but like indians backward ass bitch 😂
Combines sarcastic commentary about cultural/religious identity with humor, mocking someone's understanding of Indian and Muslim communities.
thedopeopera9281
Jan 27, 2026
Brampton needs ice
Brampton needs ice
Cryptic one-liner likely making a sarcastic or coded reference to a city/demographic, using humor or innuendo.
Humor / Satire
0.75
shermantwip7485
Jan 27, 2026
CANADA IS A JOKE 🇨🇦🤣
CANADA IS A JOKE 🇨🇦🤣
Uses sarcasm and emoji to mock Canada's immigration handling, employing humor to express criticism.
MrAnselm77
Jan 19, 2026
Thank God , there is no Brown Sepoy in comments barking"As an InDiAn I aGrEe WiTh yOu SaAr".
Thank God , there is no Brown Sepoy in comments barking"As an InDiAn I aGrEe WiTh yOu SaAr".
Uses sarcastic mockery of a perceived immigrant group's speech patterns and online behavior.
Putin_Baba_6
Jan 27, 2026
Damn he dipped
Damn he dipped
Casual, colloquial expression ('dipped') used sarcastically or humorously to comment on someone leaving or abandoning something.
Humor / Satire
0.75
fijigirltwa
Jan 27, 2026
In order to speak with intelligence one must first be intelligent
In order to speak with intelligence one must first be intelligent
Sarcastic jab at someone's intelligence, likely directed at another commenter or public figure.
@margaretwiggins5713
Mar 4, 2025
Buddy got trafficked through my town Its boustan Lachine i laughed so hard while watching with my girlfriend
Buddy got trafficked through my town Its boustan Lachine i laughed so hard while watching with my girlfriend
Comment references a personal anecdote about human trafficking but frames it humorously, finding amusement in the video's mention of the location.
jegf-d1u
Jan 27, 2026
seems to happen around the world right now. no wonder certain failed painter ordered a glass of juice. eh reap what you sow i guess.
seems to happen around the world right now. no wonder certain failed painter ordered a glass of juice. eh reap what you sow i guess.
Uses sarcastic, oblique references (failed painter, glass of juice) to make a dark joke about historical atrocities and current immigration.
TamanLinkin
Feb 19, 2026
Lol poor white trash 😂😂 wtf
Lol poor white trash 😂😂 wtf
Uses mocking laughter and crude humor to comment on the topic, though the target and intent are ambiguous.
Humor / Satire
0.75
erikbahena8455
Jan 27, 2026
What a dirty speech..you can hear the green vom1t he has eaten before he gave this. Someone exorcise him.
What a dirty speech..you can hear the green vom1t he has eaten before he gave this. Someone exorcise him.
Uses exaggerated, crude imagery and sarcasm to mock the speaker, blending satire with moral condemnation.
@seacowDUGONG
Mar 4, 2025
It's literally a joke and the reality here in Canada, we all know it but nothing happens
It's literally a joke and the reality here in Canada, we all know it but nothing happens
Uses ironic humor to critique what the commenter sees as an obvious but unaddressed problem in Canadian immigration policy.
logical_cephalopod
Jan 27, 2026
It's just Trump. One dumb man who, for some dumb reason, speaks and represents a lot of people under the name of the country they live in. Maybe someone will figure out that someone can …
It's just Trump. One dumb man who, for some dumb reason, speaks and represents a lot of people under the name of the country they live in. Maybe someone will figure out that someone can only make so many bad decisions before they remove that person from making more bad decisions. We have the village idiot in charge of things. Most[people in America like you and other leaders more than the person who is pretending to lead here. He's the fool of fools. You don't have to call him a smart guy just to make him feel good, he just does dumb things all the time. Either way, it's a fun show, I only hope the missiles start to fly and we all destroy ourselves.
\n
\nHenry Limpet: Doesn't it kind of give you a thrill of hope, George?
\nGeorge Stickel: Hope for what, Henry?
\nHenry Limpet: With the war in Europe and new weapons being invented all the time, why, well what if men were actually foolish enough to destroy themselves completely? Then, you see, the fish in the ocean would develop into a new race of men and - well, this time they might turn out better, you see?
\n
\nOne can only hope.
Uses sarcasm and ironic commentary about Trump's leadership, concluding with a darkly satirical literary reference about self-destruction.
@JiM-SWEET-art
Mar 4, 2025
That guy with the reflector jacket is dumb as a bicker of dead shrimp. So dumb all he can be is racist 😂😂😂. Just so he doesn't feel left out😂😂😂. Foreigners, please go to USA, …
That guy with the reflector jacket is dumb as a bicker of dead shrimp.
So dumb all he can be is racist 😂😂😂. Just so he doesn't feel left out😂😂😂.
Foreigners, please go to USA, Canada, Europe etc and claim what these whit colonizing bastards stole from ur ancestors and land to build theirs. 😂😂😂
Please rush to claim and kick them out 😂😂😂
Uhmm, who said America is the greatest country in the world?😂😂😂
Shit hole that place. Oh wait, they steal and plunder from others for money and wealth. White people in power I tell u😂😂😂😂
Uses sarcasm and ironic humor throughout (laughing emojis, exaggerated claims) while making identity-based critiques of Western colonialism and racial dynamics.
khalidedros743
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)