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
Bro on the bike is a G. "Africans are horrible people!" Lol
Bro on the bike is a G. "Africans are horrible people!"
Lol
Uses ironic laughter to mock a person in the video making a racist statement, employing sarcasm as commentary.
MrNolanVoid
Jan 28, 2026
You don’t know what you’re talking aboot buddaaay ?
You don’t know what you’re talking aboot buddaaay ?
Sarcastic, dismissive comment using Canadian stereotypes ('aboot', 'buddaaay') to mock the speaker or video content.
@troyholtmeier4764
Mar 4, 2025
11:48 the trafficker's accent! Lol
11:48 the trafficker's accent! Lol
Makes a joke about a trafficker's accent mentioned in the video, using humor to comment on the content.
emilyannagarrett196
Feb 8, 2026
And y’all thought it was sweet in Canada 😂😂😂 🇨🇦
And y’all thought it was sweet in Canada 😂😂😂 🇨🇦
Ironic commentary suggesting Canada's reputation for sweetness/niceness is contradicted by the video content.
Humor / Satire
0.80
DripLord92
Jan 27, 2026
Theres a middle class?
Theres a middle class?
Sarcastic rhetorical question questioning the existence or viability of the middle class in Canada.
Humor / Satire
0.80
tylershepherd208
Jan 14, 2026
All because of MAGA MAGGOTS eh.
All because of MAGA MAGGOTS eh.
Sarcastic jab at Trump supporters using wordplay ('MAGA MAGGOTS') with Canadian colloquialism ('eh').
@oldodger
Mar 4, 2025
Feels so good to listen an articulate speech. A three yr toddler speaks better than the orange Buffon
Feels so good to listen an articulate speech. A three yr toddler speaks better than the orange Buffon
Uses sarcasm and insulting comparison ('orange Buffon') to mock a political figure's communication abilities.
@fredyoman
Mar 4, 2025
Everything Trump touches dies.
Everything Trump touches dies.
Uses hyperbolic, sarcastic phrasing ('Everything Trump touches dies') as a form of political satire.
Humor / Satire
0.80
@antoniahamilton3201
Mar 4, 2025
Come visit Surrey B.C 😂
Come visit Surrey B.C 😂
A sarcastic invitation to visit Surrey B.C., using the laughing emoji to signal ironic commentary (likely about immigration demographics in that area).
Humor / Satire
0.80
PerplexedCDN
Feb 8, 2026
Just in time for Trump to make a complete fool of himself tonight when he gives his address to the US.
Just in time for Trump to make a complete fool of himself tonight when he gives his address to the US.
Sarcastic commentary mocking a political figure's anticipated poor performance.
@jamesaustin7845
Mar 4, 2025
Wow such nice and warm people (sarcasm for those that can't pick it up).....If they don't like India why don't they make India better....
Wow such nice and warm people (sarcasm for those that can't pick it up).....If they don't like India why don't they make India better....
Uses sarcasm and irony to critique immigrants, with underlying moral argument about improving one's home country.
notdoxxable6333
Oct 15, 2025
Maybe Trump should work to stop the illegal flow of guns and drugs in to Canada lol
Maybe Trump should work to stop the illegal flow of guns and drugs in to Canada lol
Uses ironic humor ('lol') to critique Trump's approach to cross-border issues.
@vacation_fun_makers
Mar 4, 2025
I remember when indians were glazing this guy cause he was speaking against Muslims, but oh how the tables have turned😂
I remember when indians were glazing this guy cause he was speaking against Muslims, but oh how the tables have turned😂
Commenter uses ironic humor and emoji to mock a perceived shift in Indian support for the speaker based on his stance on Muslims.
muzamilraza49
Feb 25, 2026
“It’s not Ryerson” lmao they renamed it to “Toronto Metropolitan University” because of racisms
“It’s not Ryerson” lmao they renamed it to “Toronto Metropolitan University” because of racisms
Uses sarcasm and laughter ('lmao') to mock university renaming, combining humor with commentary on institutional decisions.
geeweezy90
Jan 28, 2026
An old fart they Is no escape from his smell ?????dump duck
An old fart they Is no escape from his smell ?????dump duck
Uses crude insults and sarcasm ('old fart', 'dump duck') as derisive humor targeting a political figure.
Humor / Satire
0.80
@manuelalozneanu9464
Mar 4, 2025
We didnt see any garbage though. More like envy that immigrant is beating you at the game 😂😂😂😂
We didnt see any garbage though. More like envy that immigrant is beating you at the game 😂😂😂😂
Uses sarcasm and emojis to mock negative stereotypes about immigrants, reframing 'garbage' as envy and employing humorous tone.
Soul2Full
Oct 9, 2025
Trump tantrums
Trump tantrums
Sarcastic, dismissive characterization of Trump's behavior using the term 'tantrums' as ironic commentary.
Humor / Satire
0.80
@geraldpayumo8396
Mar 4, 2025
Maybe The US should become Canada's second state
Maybe The US should become Canada's second state
Satirical reversal suggesting US become Canada's state, using ironic humor to critique American politics.
@TheWorldDivided
Mar 4, 2025
Envy Albertans who won’t have to deal with dysfunctional Liberals when they separate 😂
Envy Albertans who won’t have to deal with dysfunctional Liberals when they separate 😂
Commenter uses sarcasm and humor to express political frustration about provincial governance and separation.
SusanMurtagh-y6y
Feb 27, 2026
Timmigrants
Timmigrants
A portmanteau joke combining 'Tim Hortons' and 'immigrants' to mock immigrant presence in Canada.
Humor / Satire
0.80
mikefoehr235
Feb 3, 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)