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
He keeps calling it Poon Job and I laugh every time.
He keeps calling it Poon Job and I laugh every time.
Finds humor in the video creator's repeated mispronunciation of 'Punjabi,' focusing on comedic delivery rather than substantive content.
weekendkeyboardwarrior
Jan 27, 2026
What did I just watch? A democratically elected leader forming coherent sentences?! What sorcery is this?
What did I just watch? A democratically elected leader forming coherent sentences?! What sorcery is this?
Uses ironic commentary and sarcasm to praise the PM's articulate speech while implicitly criticizing other leaders for incoherence.
@leptonsoup337
Mar 4, 2025
Bro is the ultimate example of recist ( Indian recism) 😂
Bro is the ultimate example of recist ( Indian recism) 😂
Uses humor and emoji to mock someone in the video for displaying racism, commenting on the video content itself.
MarufShaon
Feb 17, 2026
oh wow,even the indian hate indian's that come to canada😂😂😂.
oh wow,even the indian hate indian's that come to canada😂😂😂.
Uses humor and emoji to mock internal divisions within Indian diaspora communities, employing ironic commentary on identity conflicts.
MrBombastic_007
Jan 27, 2026
Trump an intelligent guy? In scamming people, maybe. 9 years old read better than that idiot.
Trump an intelligent guy? In scamming people, maybe. 9 years old read better than that idiot.
Uses sarcasm and insults framed as jokes to mock Trump's intelligence and competence.
Humor / Satire
0.86
@seycheles27
Mar 4, 2025
Downloading WW3??♀️
Downloading WW3??♀️
Commenter uses sarcasm and emoji to make a joke about potential conflict escalation, employing dark humor.
Humor / Satire
0.85
@Cookie_BK
Mar 4, 2025
My Premier is right, it's a dumb thing to do BUT saying that Trump is intelligent is a loooong stretch lol
My Premier is right, it's a dumb thing to do BUT saying that Trump is intelligent is a loooong stretch lol
The comment uses sarcasm and humor ('looong stretch') to critique both the Premier's position and Trump's intelligence.
@p0lig0nQC
Mar 4, 2025
Americans should book Russian courses so that they can communicate better with their new friends. Maybe communism is the better way for America, as time will show
Americans should book Russian courses so that they can communicate better with their new friends. Maybe communism is the better way for America, as time will show
Sarcastic commentary using irony to mock American political concerns by suggesting communism and Russian alignment as solutions.
@Hamurabi-xk2dw
Mar 4, 2025
Lookie Americans, a prime minister who can speak in coherent sentences and as a bonus in 2 languages
Lookie Americans, a prime minister who can speak in coherent sentences and as a bonus in 2 languages
Sarcastic backhanded compliment comparing Canadian and American leadership through ironic praise of coherent speech.
@blitzroehre1807
Mar 4, 2025
The dumbest people wouldn't have elected this Idiot... well done America
The dumbest people wouldn't have elected this Idiot... well done America
Uses sarcastic irony to mock American voters for electing Trump, framed as backhanded commentary.
@narihavewalla4133
Mar 4, 2025
Calling it dumb hit different.
Calling it dumb hit different.
Brief sarcastic comment about Trudeau calling something 'dumb,' using humor to comment on the video content.
@ArchefluxxMusic
Mar 4, 2025
From Toronto, a solution: Mr Trump could source the things he desperately needs from Russia. Agreeably sort out tariffs with Putin. Then set up free lessons in Russian for interested Americans. MAGA hats are already …
From Toronto, a solution: Mr Trump could source the things he desperately needs from Russia. Agreeably sort out tariffs with Putin. Then set up free lessons in Russian for interested Americans. MAGA hats are already the right colour: Red
Uses sarcastic, ironic commentary suggesting Trump work with Russia and offering tongue-in-cheek 'solutions' with political wordplay.
Humor / Satire
0.85
@marthajackson7347
Mar 4, 2025
Trump the loser in chief.
Trump the loser in chief.
Brief dismissive insult using sarcastic framing ('loser in chief') rather than substantive critique.
Humor / Satire
0.85
@ltruiz45
Mar 4, 2025
The good parent to the temperamental child. \n\nLove it!
The good parent to the temperamental child. \n\nLove it!
Uses metaphorical humor comparing Canada to a responsible parent and the US to a temperamental child.
@tonyincs
Mar 4, 2025
A dummy almost always does dumb things.
A dummy almost always does dumb things.
Uses sarcastic, dismissive language ('dummy') as ironic commentary on Trump's decision-making.
Humor / Satire
0.85
@Papason139
Mar 4, 2025
Trump made America the laughing stock of the world. Not Great again. He turned America into the crackhead cousin at the cookout.
Trump made America the laughing stock of the world. Not Great again. He turned America into the crackhead cousin at the cookout.
Uses humorous metaphor ('crackhead cousin') to satirically critique Trump's presidency and international reputation.
@monsterensemble351
Mar 4, 2025
If you guys are tired of Trudeau can the US have him… please ?
If you guys are tired of Trudeau can the US have him… please ?
Sarcastic joke offering Trudeau to the US, using humor to express political dissatisfaction.
@PsilocybePhilosophy
Mar 4, 2025
Ha ha Lol! DONALD! WSJ says you are smart, but this is dumb move - Just in Treaudu
Ha ha Lol! DONALD! WSJ says you are smart, but this is dumb move - Just in Treaudu
The comment uses sarcasm and joking tone ('Ha ha Lol!') to mock a political decision, with a playful jab at Trump and Trudeau.
@TheScorpionking1981
Mar 4, 2025
Best thing to come out of Canada is Bryan Adams
Best thing to come out of Canada is Bryan Adams
Humorous deflection reducing Canada's cultural contribution to a single musician.
Humor / Satire
0.85
@senormejia9832
Mar 4, 2025
Well Red Dawn: Canadian Bacon Cut
Well Red Dawn: Canadian Bacon Cut
Satirical reference to movies (Red Dawn, Canadian Bacon) about US-Canada conflict, using humor to comment on the situation.
@OEFarredondo
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)