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
Perhaps Justin’s finest moment? Right up there with his effective response to Covid.
Perhaps Justin’s finest moment? Right up there with his effective response to Covid.
Uses heavy sarcasm to mock Trudeau's leadership by sarcastically calling a moment his 'finest' while referencing his COVID response negatively.
Humor / Satire
0.90
@danrubin3936
Mar 4, 2025
CRAY CRAY TRUDY ?
CRAY CRAY TRUDY ?
Uses sarcastic nickname and exaggerated tone to mock Trudeau in a humorous manner.
Humor / Satire
0.90
@hermanmunster714
Mar 4, 2025
Church turned into Temple 😂
Church turned into Temple 😂
Joking observation about religious/cultural space transformation with emoji indicating satirical tone.
africasurprise
Dec 2, 2025
MAGA indeed, Trump is surely Making America Grumpy Again ?
MAGA indeed, Trump is surely Making America Grumpy Again ?
Wordplay joke mocking Trump's MAGA slogan by reinterpreting it as 'Making America Grumpy Again.'
Humor / Satire
0.90
@destress8942
Mar 4, 2025
The only thing blistering or blistered was Trudeau's butt.
The only thing blistering or blistered was Trudeau's butt.
Uses crude sarcasm and wordplay to mock Trudeau's response, employing humorous insult rather than substantive argument.
Humor / Satire
0.90
@beavisroadhog9629
Mar 4, 2025
Forgive me. Seeing the title, I couldn't help laughing out loud.
Forgive me. Seeing the title, I couldn't help laughing out loud.
Commenter explicitly states they laughed at the video title, indicating humorous or ironic response.
Humor / Satire
0.90
ccjuertao
Oct 20, 2025
Deodorant sales are at an all time Low there
Deodorant sales are at an all time
Low there
A sarcastic joke about deodorant sales declining, likely mocking overcrowding or demographic changes in the referenced location.
Humor / Satire
0.90
88jameson88
Sep 27, 2025
But...Canda cricket tem india peple 😂😂😂😂
But...Canda cricket tem india peple 😂😂😂😂
Uses emoji laughter and fragmented text to make a joking comment about Canada's cricket team and Indian people, employing satire.
Humor / Satire
0.90
IsuruLakshan-z1y
Feb 18, 2026
All fart no shit
All fart no shit
Uses crude sarcastic expression to dismiss or mock the preceding discussion.
Humor / Satire
0.90
@riohtc279
Mar 5, 2025
Trudeau, FINISH HIM= “Donald” \n\nchef’s kiss, Trudeau
Trudeau, FINISH HIM= “Donald” \n\nchef’s kiss, Trudeau
Uses sarcastic reference to video game finishing move and chef's kiss emoji to mock Trump through ironic commentary.
Humor / Satire
0.90
@kage68
Mar 4, 2025
Mr Trudeau please do not blame the entire tree just blame the one bad Orange
Mr Trudeau please do not blame the entire tree just blame the one bad Orange
Uses sarcastic wordplay ('bad Orange' referring to Trump) to mock the situation with ironic humor.
Humor / Satire
0.90
@jamestyndall529
Mar 4, 2025
I wish he would of called him Donald Duck ????????
I wish he would of called him Donald Duck ????????
Humorous comment wishing the PM had used a mocking nickname for Trump instead.
Humor / Satire
0.90
@chiefg3023
Mar 4, 2025
Trudeau never ages ...
Trudeau never ages ...
Lighthearted observation about Trudeau's appearance presented as a joke or casual comment.
Humor / Satire
0.90
@TheDot872
Mar 4, 2025
My fatigue has fatigue
My fatigue has fatigue
Absurdist joke expressing exhaustion through recursive wordplay, unrelated to immigration policy substantively.
Humor / Satire
0.90
ManosphereVinylII
Jan 28, 2026
The SHART of the deal… thanks Donald!
The SHART of the deal… thanks Donald!
Uses wordplay (SHART/SMART) to mock Trump through sarcasm and crude humor.
Humor / Satire
0.90
@Spikey-Mikey
Mar 4, 2025
Bienvenue a l asile ! 😅
Bienvenue a l asile ! 😅
Uses sarcastic French phrase and emoji to mock Canada's immigration policies as an 'asylum.'
Humor / Satire
0.90
marcgrondin5836
Nov 20, 2025
You see, Wolfe, there is, Wolfe, a situation, Wolfe, going on, Wolfe, in Canada, Wolfe. Wolfe, Wolfe...
You see, Wolfe, there is, Wolfe, a situation, Wolfe, going on, Wolfe, in Canada, Wolfe. Wolfe, Wolfe...
Uses repetitive, absurdist humor mocking verbose political speech patterns and the overuse of a name in discourse.
Humor / Satire
0.90
@baronerth
Mar 4, 2025
I can smell this video
I can smell this video
Brief sensory joke/sarcastic comment about the video content, using humor to make an implicit critique.
Humor / Satire
0.90
DanC800
Jan 27, 2026
Trump the dumb
Trump the dumb
Brief dismissive insult presented as crude humor/satire rather than substantive critique.
Humor / Satire
0.90
@sagarlondon1
Mar 4, 2025
Governor Trudeau?
Governor Trudeau?
Sarcastically misidentifies Trudeau's title as 'Governor' rather than Prime Minister, using ironic wordplay as commentary.
Humor / Satire
0.90
@MrChintan01
Mar 4, 2025
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)