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
Free food at sikh gurudwaras
Free food at sikh gurudwaras
Brief sarcastic or humorous reference to free food at Sikh temples, likely mocking or stereotyping South Asian immigrants.
Humor / Satire
0.75
GuyBuddy-i6q
Sep 20, 2025
Can’t wait to see those Gotti statues torn down!!!
Can’t wait to see those Gotti statues torn down!!!
Brief sarcastic comment about removing statues, likely mocking or making light of cultural debates.
Humor / Satire
0.75
Trampus10-4
Aug 25, 2025
Trudeau Liberal - Elbows up dummies
Trudeau Liberal - Elbows up dummies
Sarcastic jab at Trudeau using a physical gesture reference, combining mockery with partisan identity framing.
1dbvvdb1
Jun 20, 2025
ha, tough shit
ha, tough shit
Dismissive, sarcastic response using crude language as a form of ironic commentary.
Humor / Satire
0.75
@twerpantine
Mar 5, 2025
Cute talk, just pay the tariffs eh
Cute talk, just pay the tariffs eh
Dismissive sarcasm about tariff policy using casual tone ('Cute talk, eh') with implied criticism.
@LeppyGizmoRIP
Mar 5, 2025
Well there go my pancakes.
Well there go my pancakes.
Makes a lighthearted joke about tariff impacts on consumer goods (pancakes) with ironic tone.
@BirdManUnlimitedLove
Mar 4, 2025
I Love Trump. He is destroying US.
I Love Trump. He is destroying US.
Ambiguous statement that appears to use ironic or sarcastic language ('I Love Trump. He is destroying US') suggesting satirical commentary.
Humor / Satire
0.75
@Canal_do_Godoy
Mar 5, 2025
Trump should get ass pinched by everyone now ?\nHe is playing since he came
Trump should get ass pinched by everyone now ?\nHe is playing since he came
Uses crude humor and sarcasm to criticize Trump's behavior and character, with playful tone despite negative sentiment.
@Mevinaysaini
Mar 5, 2025
Don't worry we going to Mars ?
Don't worry we going to Mars ?
Dismissive joke deflecting from the topic with absurdist humor about Mars colonization.
Humor / Satire
0.75
@trecordingshere
Mar 5, 2025
The Republican Party should be renamed the Communist Party.?\nFrom China.
The Republican Party should be renamed the Communist Party.?\nFrom China.
Uses sarcastic renaming as a rhetorical attack, combining humor with ideological criticism.
@台taiwan独泉家泗光光
Mar 5, 2025
Trump would eat black face Trudeau for breakfast
Trump would eat black face Trudeau for breakfast
Uses hyperbolic, sarcastic framing comparing political figures in a dismissive, joking manner.
@BrutisGuy-w5g
Mar 5, 2025
One specific american Donald ??? I liked that brilliant
One specific american Donald ??? I liked that brilliant
Appreciative comment about a specific rhetorical moment, likely praising a pointed reference with ironic or witty undertones.
Humor / Satire
0.75
@steffylvmk89
Mar 5, 2025
Trump now is the beginning of the end for you. Lol bend over
Trump now is the beginning of the end for you. Lol bend over
Sarcastic/mocking tone about Trump's impact on Canada, using crude humor to express political opposition.
@chriskumar4201
Mar 4, 2025
I just noticed something about Mexican, MexiCanada.
I just noticed something about Mexican, MexiCanada.
A playful wordplay observation combining 'Mexican' with 'Canada' (MexiCanada), presented as a lighthearted joke.
Humor / Satire
0.75
@keirboyko
Mar 4, 2025
Europe stands with Canada. We will make US a Canadian state if we have to.
Europe stands with Canada. We will make US a Canadian state if we have to.
Humorous/satirical expression of European solidarity with Canada, using absurdist threat of annexing the US as a joke.
@USAoutofEurope
Mar 5, 2025
Cmon trump, executive order for the draft. Start with your loyal red hats!
Cmon trump, executive order for the draft. Start with your loyal red hats!
Sarcastic jab at Trump using ironic reversal (suggesting he draft his own supporters) as political commentary.
@kittycat-f2j
Mar 4, 2025
Donold .....your McDonolds advertizement for trash
Donold .....your McDonolds advertizement for trash
Mocking wordplay and sarcastic jab at political figure using brand association as comedic critique.
Humor / Satire
0.75
@gracesanity6314
Mar 5, 2025
Big bank take little bank but keep whining
Big bank take little bank but keep whining
Cryptic, sarcastic observation using metaphor (banks) in a joking tone about power dynamics.
Humor / Satire
0.75
@travismiller4056
Mar 4, 2025
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
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
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)