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
Trump is setting forth plans for a new world order. Zig Hail the Tangerine Tyrant.
Trump is setting forth plans for a new world order. Zig Hail the Tangerine Tyrant.
Uses sarcastic language ('Zig Hail the Tangerine Tyrant') to mock Trump, though it also contains an unverified conspiracy claim about a 'new world order.'
@OGMrE
Mar 4, 2025
Did somebody just got slap
Did somebody just got slap
Uses humorous reference to a slapping incident, likely commenting on the video content or a recent event.
@furreal8625
Mar 4, 2025
Crazy Orange Gringo #1 ???
Crazy Orange Gringo #1 ???
Uses sarcastic/mocking language with question marks to ridicule Trump through a derogatory nickname.
@tommylevanto1226
Mar 4, 2025
peak shit bro
peak shit bro
Dismissive slang expression with no substantive content; appears to be sarcastic commentary on the video or discussion.
Humor / Satire
0.75
Alchemyst420
Jan 29, 2026
It's all of Canastan not just that place
It's all of Canastan not just that place
Uses wordplay ('Canastan') to sarcastically critique Canada's immigration policies through a derogatory portmanteau.
Buttersworth1
Jan 29, 2026
How bout that a Fucking LEADER
How bout that a Fucking LEADER
Sarcastic exclamation praising leadership with profanity for emphasis, likely ironic commentary on the video subject.
@elijahsidney3633
Mar 4, 2025
"it's like home" and it's the most widely hated part of the entire country lmfao
"it's like home" and it's the most widely hated part of the entire country lmfao
Uses sarcasm and irony to mock the idea that Canada is desirable, with implicit national criticism.
STOPSYPHER
Jan 30, 2026
If all the women would look like Priya Anjali Rai I'd give them a pass....
If all the women would look like Priya Anjali Rai I'd give them a pass....
Sexually objectifying joke about a specific person, using humor/sarcasm to comment on immigration policy.
Humor / Satire
0.75
AceInterface
Jan 30, 2026
Indians Chinese 😂 Good luck Canada
Indians Chinese 😂 Good luck Canada
The comment uses dismissive humor ('😂') to mock specific immigrant groups while expressing demographic anxiety, blending satire with underlying concern.
RyanLee-q2b
Jan 30, 2026
0:14 “we might have the upper class of Indian here” 😅😅😅
0:14 “we might have the upper class of Indian here” 😅😅😅
Commenter quotes a specific timestamp with laughing emojis, suggesting ironic or sarcastic commentary on the video content.
EbonyElephant
Feb 26, 2026
karma boys; they invaded abroginal lands, and now they are being invaded hahahha what a suprise
karma boys; they invaded abroginal lands, and now they are being invaded hahahha what a suprise
The commenter uses ironic humor and sarcasm ('what a surprise') to frame immigration as karmic retribution for historical colonialism, mixing satire with identity framing.
tharindujayawardhana7333
Feb 4, 2026
I think bro joined politics.. Congratulations....
I think bro joined politics.. Congratulations....
Sarcastic comment suggesting the video creator has entered politics, using humor to mock or comment on the content.
Techvedastudio
Jan 27, 2026
He's butthurt that the tariffs are now reciprocal.
He's butthurt that the tariffs are now reciprocal.
Dismissive, sarcastic comment about someone's emotional reaction to tariff policy using colloquial language.
@uncleswing4046
Mar 4, 2025
Neanderthal calling Africans low IQ is funny 😂.
Neanderthal calling Africans low IQ is funny 😂.
Uses sarcasm and irony to mock racist claims, though the context and intent are ambiguous.
Humor / Satire
0.75
mdavis9906
Jan 28, 2026
?? ?we are winning so much I am so tired of winning so much ?? good luck red states that Canada ?? provides electricity ⚡️ lights off
?? ?we are winning so much I am so tired of winning so much ?? good luck red states that Canada ?? provides electricity ⚡️ lights off
Sarcastic commentary using ironic language ('tired of winning') and fragmented humor comparing US and Canadian situations.
@Kambuchaman
Mar 4, 2025
Did the idiot and chief expect no repercussions?, boy Donald trump is dumb lol
Did the idiot and chief expect no repercussions?, boy Donald trump is dumb lol
Uses sarcasm and mockery ('boy Donald trump is dumb lol') to critique Trump's actions in a humorous tone.
@nouseforafap
Mar 4, 2025
POO FLINGERS SAAR
POO FLINGERS SAAR
Crude racist slur presented in a mocking/satirical tone, attempting offensive humor.
Humor / Satire
0.75
clayton9341
Jan 27, 2026
Nah, elbows up!
Nah, elbows up!
Cryptic phrase appears to be a joke or sarcastic reference, likely about the video content or creator.
Humor / Satire
0.75
bravo2zeroCAN
Feb 24, 2026
To be honest bad drivers are everywhere and will never change lmao
To be honest bad drivers are everywhere and will never change lmao
Dismissive, sarcastic response that deflates the preceding argument through ironic understatement and casual tone ('lmao').
Humor / Satire
0.75
Fst105
Feb 3, 2026
In the words of the supreme divine chairman con man carney, "eh, who cares". God Bless Donald Trump God Bless 🇺🇸
In the words of the supreme divine chairman con man carney, "eh, who cares".
God Bless Donald Trump
God Bless 🇺🇸
Uses sarcasm and mockery to critique a political figure, with ironic invocation of Trump as counterpoint.
BillEaston-n6y
Feb 26, 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)