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
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
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
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
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
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
We need to Make America Gay Again.
We need to Make America Gay Again.
Uses a political slogan parody ('Make America Gay Again') as ironic commentary or joke.
Humor / Satire
0.85
@connoroleary591
Mar 4, 2025
They are just in Canada for a diploma of learning new techniques about GiftCards, CallCenter work,... which they can use back in India for a higher success in redeeming ;)
They are just in Canada for a diploma of learning new techniques about GiftCards, CallCenter work,... which they can use back in India for a higher success in redeeming ;)
Uses sarcasm and a winking emoji to mock immigrants with a stereotypical joke about fraud, combining satire with a false generalization.
tomclick2002
Feb 20, 2026
This is so funny.
This is so funny.
Brief expression of amusement at the video content without substantive engagement.
Humor / Satire
0.85
@mattparkin7162
Mar 4, 2025
Next step - Donald trump impose 100% tariff on Canada and Trudeau crying in corner
Next step - Donald trump impose 100% tariff on Canada and Trudeau crying in corner
Uses sarcastic/mocking tone about Trump imposing tariffs and Trudeau's reaction, with comparative framing between leaders.
@Hawkeyeuniverse
Mar 4, 2025
lol this guy already got punked out by Trump
lol this guy already got punked out by Trump
Uses sarcastic humor ('lol', 'punked out') to mock a political figure's negotiating position.
Humor / Satire
0.85
@JJJJ-fr2tb
Mar 4, 2025
Lol this dude is a joke
Lol this dude is a joke
Brief dismissive comment using casual humor/mockery toward a public figure.
Humor / Satire
0.85
@nathan-i-el_messario
Mar 4, 2025
Keep whining Canada ???\nMusic to my ears
Keep whining Canada ???\nMusic to my ears
Sarcastic dismissal of Canada's complaints, using ironic tone ('music to my ears') to mock rather than engage seriously.
Humor / Satire
0.85
@Shadow-zc9hd
Mar 4, 2025
Don't piss off the Commonwealth Trumpty Dumpty
Don't piss off the Commonwealth Trumpty Dumpty
Commenter uses wordplay ('Trumpty Dumpty') and sarcastic tone to mock Trump while warning against antagonizing Commonwealth nations.
Humor / Satire
0.85
@JohnnyPaulTutaki
Mar 4, 2025
What an a$$wipe !
What an a$$wipe !
Brief insulting comment using censored profanity as crude humor/sarcasm rather than substantive critique.
Humor / Satire
0.85
@Nightghost305
Mar 4, 2025
Lol, you guys are funny.
Lol, you guys are funny.
A brief, dismissive comment using 'Lol' and 'funny' to mock or joke about the video content.
Humor / Satire
0.85
@PzychoSixx
Mar 4, 2025
Which is better Canada or India? Indians: INDIA! Canadians: Then f'n go back! What pisses me off is these people came here as supposedly rich foreign students only to turn around and drain our food …
Which is better Canada or India?
Indians: INDIA!
Canadians: Then f'n go back!
What pisses me off is these people came here as supposedly rich foreign students only to turn around and drain our food banks while they still had money and claim asylum as soon as their student visa runs out.
Opens with satirical dialogue mocking immigrant preferences, then shifts to criticism of asylum and food bank policies with unverified claims about foreign students.
amandamccallum6796
Jan 28, 2026
Donald is great at making friends
Donald is great at making friends
Sarcastic comment about Trump's diplomatic skills, using irony to critique.
Humor / Satire
0.85
@adam-h3c2f
Mar 4, 2025
Usher in a golden age?!?! Stone age, more like
Usher in a golden age?!?! Stone age, more like
Sarcastic dismissal using exaggerated contrast ('golden age' vs 'stone age') as ironic commentary.
Humor / Satire
0.85
@carltan2950
Mar 4, 2025
imagine if trump could tell the truth like this guy lol
imagine if trump could tell the truth like this guy lol
Sarcastic joke comparing Trump's truthfulness unfavorably to another leader using ironic phrasing.
Humor / Satire
0.85
@MR-tc6fh
Mar 4, 2025
From USA go Canada! Put it up Trumps butt!
From USA go Canada! Put it up Trumps butt!
Crude joke/sarcasm using vulgar humor to mock Trump rather than engage substantively with immigration policy.
Humor / Satire
0.85
@azjeep26
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)