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
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
As a Canadian, I hear all the time people calling Canada “can-India” 😂
As a Canadian, I hear all the time people calling Canada “can-India” 😂
Uses ironic humor and a derogatory portmanteau ('can-India') to mock demographic changes, combining satire with identity-based commentary.
Me7hod
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
04:15 was ein verbitterter alter weißer mann mimimi😂😂😂
04:15 was ein verbitterter alter weißer mann mimimi😂😂😂
Sarcastic comment in German mocking an older white man's complaints, using humor and laughing emojis to critique the speaker.
Humor / Satire
0.86
julianowichmann2810
Feb 14, 2026
Imagine screwing up so badly that Canada —CANADA — has to sit you down like an irresponsible child and explain basic economics. \n\nNext, Trudeau will be offering a coloring book to illustrate 'Actions Have Consequences' …
Imagine screwing up so badly that Canada —CANADA — has to sit you down like an irresponsible child and explain basic economics. \n\nNext, Trudeau will be offering a coloring book to illustrate 'Actions Have Consequences' while the U.S. government wonders why their groceries now cost as much as a used car. ????
Uses sarcasm and ironic commentary to mock U.S. economic policy and leadership through exaggerated comparisons.
@Johnniebhoy83
Mar 4, 2025
Someone tell that woman that it needs to be flushed. Canadian bacon is a gimmick.
Someone tell that woman that it needs to be flushed. Canadian bacon is a gimmick.
Uses crude humor and sarcasm to mock Canadian culture/products, dismissing Canadian bacon as a gimmick.
Humor / Satire
0.85
@timking8281
Mar 4, 2025
We call it Bramledash in Canadastan. 🤣🤪
We call it Bramledash in Canadastan. 🤣🤪
Uses sarcastic wordplay ('Bramledash'/'Canadastan') to mock demographic changes through ironic commentary.
mikeymike758
Jan 27, 2026
Sooooo scary..the mighty justin is angry
Sooooo scary..the mighty justin is angry
Mocking commentary using sarcasm ('mighty justin is angry') to dismiss Canadian political response as ineffectual.
Humor / Satire
0.85
@sanh595
Mar 5, 2025
Holy fok the last few minutes had my anxiety going LOL seemed sketchy asf maan I'd be long gone after my Pizza Pizza
Holy fok the last few minutes had my anxiety going LOL seemed sketchy asf maan I'd be long gone after my Pizza Pizza
Uses humor and casual language to react to a tense moment in the video, joking about anxiety and wanting to leave.
ManemYeff
Jan 27, 2026
USA got tech Indians we got Tim Horton Indians
USA got tech Indians
we got Tim Horton Indians
Compares Indian immigration patterns between USA and Canada using humorous contrast, implying lower-skilled workers in Canada.
john-gb6cc
Jan 27, 2026
It's not "Ha-Newman" bro 😂 It's "Ha-nu-man" 😂
It's not "Ha-Newman" bro 😂
It's "Ha-nu-man" 😂
Humorous correction of pronunciation with laughing emojis, poking fun at the mispronunciation in the video.
adamwestbury7928
Jan 27, 2026
Is Trump aware that there is an other world around him other then the one that spines around his butthole?
Is Trump aware that there is an other world around him other then the one that spines around his butthole?
Crude sarcastic joke mocking Trump's intelligence and self-centeredness.
Humor / Satire
0.85
@dresedavid
Mar 4, 2025
As per usual, Trump is doing stupid shit because he is stupid.
As per usual, Trump is doing stupid shit because he is stupid.
Sarcastic dismissal of Trump's actions using exaggerated language ('stupid shit because he is stupid') for comedic effect.
@timhurst1350
Mar 5, 2025
Ooooo...he about to cry! LOL
Ooooo...he about to cry! LOL
Mocking commentary using laughter and sarcasm about someone's emotional reaction in the video.
Humor / Satire
0.85
@T_Rec520
Mar 4, 2025
4:35 buddy probably had a bigger order and was impatient 😂 fatahh
4:35 buddy probably had a bigger order and was impatient 😂 fatahh
Commenter makes a joking observation about a specific moment in the video (4:35), using humor to comment on observed behavior.
busystuff23yearsago15
Jan 27, 2026
country elects guy who went bankrupt 7 times... expected result occurs.
country elects guy who went bankrupt 7 times... expected result occurs.
Uses sarcastic framing ('expected result occurs') to critique a political figure's bankruptcy history, combining ironic commentary with implicit policy criticism.
@captoblivious1
Mar 4, 2025
What a nice comedy
What a nice comedy
Characterizes the video or speech as comedy, suggesting ironic or satirical interpretation of the content.
Humor / Satire
0.85
@ii.1.1
Mar 5, 2025
Trump only mad cause canada won the hockey game
Trump only mad cause canada won the hockey game
Uses sarcastic humor to dismiss Trump's criticism by attributing it to a hockey game loss rather than substantive policy disagreement.
Humor / Satire
0.85
@freelineskates5180
Mar 5, 2025
I like how he thinks we can afford anything anyways
I like how he thinks we can afford anything anyways
Uses sarcastic humor to critique Trump's economic policies and spending priorities, implying unrealistic or reckless financial decisions.
@lucasharder3745
Mar 5, 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)