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
5:45 whats his IQ. I promise mine is higher.
5:45 whats his IQ. I promise mine is higher.
Sarcastic jab at someone in the video using an IQ comparison, combining video commentary with ironic humor.
IshGlobal
Jan 27, 2026
How you gonna say this with your last name my guy lmao
How you gonna say this with your last name my guy lmao
Comment uses sarcasm and humor ('lmao') to mock someone's credibility based on their surname, employing ironic commentary.
Humor / Satire
0.80
Dmoney2690
Jan 27, 2026
A honest guy! What a rare sight, maby that dude should go into politics
A honest guy! What a rare sight, maby that dude should go into politics
Comment uses ironic praise and sarcasm ('maby') to mock someone's honesty and suggest they enter politics, employing comedic commentary.
Humor / Satire
0.80
bobbah676
Jan 27, 2026
Dude, they were setting you up to rob you, not traffic you. That's a well known Montreal scam. You got away with both your kidneys so that's good I suppose
Dude, they were setting you up to rob you, not traffic you. That's a well known Montreal scam. You got away with both your kidneys so that's good I suppose
Darkly comedic response to a scam story, using sarcasm ('at least you kept your kidneys') to mock the situation.
antagonizerr
Jan 27, 2026
it's just ironic that Indians love their country so much that they want to live in other countries
it's just ironic that Indians love their country so much that they want to live in other countries
Ironic observation about the contradiction between Indian patriotism and emigration, delivered as pointed commentary rather than serious critique.
Indienkorps1
Jan 27, 2026
You mazafukka 😂😂😂 why tf you have to pretend to be portuguese??? You momo, we feel insulted
You mazafukka 😂😂😂 why tf you have to pretend to be portuguese??? You momo, we feel insulted
Uses joking tone and emojis to mock someone for misrepresenting their Portuguese identity, with ethnic undertones.
BoddhaAl
Jan 27, 2026
Lowkey the best Solution: $1= Rs1 😅
Lowkey the best Solution: $1= Rs1 😅
Joking proposal about currency exchange rates as a solution to immigration, using sarcasm and emoji to signal irony.
Humor / Satire
0.80
souravsainiinfinix9754
Jan 27, 2026
We got the human trafficking of @tyleroliveira before GTA6
We got the human trafficking of @tyleroliveira before GTA6
Sarcastic comparison between real-world crime and video game content, using irony to comment on the video's subject matter.
TWTV21
Jan 27, 2026
WHEN THOSE PEOPLE CRY IT NOURISHES MY SOUL
WHEN THOSE PEOPLE CRY IT NOURISHES MY SOUL
Darkly sarcastic/ironic statement expressing hostility toward immigrants through exaggerated absurdist humor.
Humor / Satire
0.80
stevenobinator2229
Jan 15, 2026
" DELETE CHAT.DON'T TELL THIS TO ANYONE". "OK".
" DELETE CHAT.DON'T TELL THIS TO ANYONE".
"OK".
Uses ironic dialogue format to satirize censorship or suppression of discussion about immigration, likely mocking perceived media bias.
dieghitoanakoreta5230
Jan 27, 2026
And since these guys live in Canada they are American according to Bad Bunny…
And since these guys live in Canada they are American according to Bad Bunny…
Makes a sarcastic reference to Bad Bunny's statement about Canadian residents being American, using ironic commentary.
caseclosed9342
Feb 12, 2026
Guess we need more gun laws. Lol
Guess we need more gun laws. Lol
Sarcastic comment using 'Lol' to mock the suggestion that gun laws are the solution to immigration issues.
Humor / Satire
0.80
tedzybe
Feb 18, 2026
Did the cops make them meal and carry their bags?
Did the cops make them meal and carry their bags?
Uses sarcastic questioning to mock perceived preferential treatment of immigrants.
Humor / Satire
0.80
ColdHardToronto
Jan 6, 2026
Smith just gave Alberta it's own "they're eating the cats and dogs" moment.
Smith just gave Alberta it's own
"they're eating the cats and dogs"
moment.
Uses sarcasm comparing the premier's statements to a viral political meme, critiquing rhetoric through ironic commentary.
@cdnbayside
Feb 20, 2026
top photo bro lol)))))nice rofl)))
top photo bro lol)))))nice rofl)))
Casual, joking comment about a photo in the video using laughter expressions and informal language.
dark_ca_os
Feb 28, 2026
Has anyone checked Tim Hortons?
Has anyone checked Tim Hortons?
Sarcastic joke referencing Tim Hortons and immigration, likely mocking stereotypes about immigrant employment.
Humor / Satire
0.80
tertur2957
Jan 16, 2026
Tyler you forgot to mention that you might get sold into the sex trade 😂
Tyler you forgot to mention that you might get sold into the sex trade 😂
Sarcastic joke about immigration risks (human trafficking) presented with a laughing emoji, using dark humor to critique the video's framing.
Mim795
Jan 27, 2026
Man i didn't know there are tuktuks autos in Canada 🥵
Man i didn't know there are tuktuks autos in Canada 🥵
Joking observation about Indian vehicles (tuk-tuks/autos) appearing in Canada, using emoji to signal humorous intent.
Humor / Satire
0.80
mrrc8208
Jan 29, 2026
That mid-role for “free cash” is shadier than every Indian you interviewed.
That mid-role for “free cash” is shadier than every Indian you interviewed.
Uses sarcastic comparison between a video advertisement and interviewed subjects to critique the video's credibility.
ebrietas-biscuit
Jan 28, 2026
BUDDY ON THE BIKE!!!!!! FACTS!!!! IM TIRED OF BEING A SNOWFLAKE IN A COAL MINE.
BUDDY ON THE BIKE!!!!!! FACTS!!!!
IM TIRED OF BEING A SNOWFLAKE IN A COAL MINE.
Uses exaggerated caps and sarcastic language ('snowflake in a coal mine') to humorously reference a video moment while asserting frustration with identity politics.
liztowers1331
Jan 28, 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)