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
LOL.. how much are the nodders get paid to sit behind and just nod lolol
LOL.. how much are the nodders get paid to sit behind and just nod lolol
Uses sarcasm and mockery to critique government officials' apparent passivity in meetings.
@yensysaerialimaging3523
Mar 4, 2025
LOL... come on baby Castro... just realize you are done
LOL... come on baby Castro... just realize you are done
Uses sarcasm and a derisive nickname ('Castro') to mock Trudeau's political viability in a joking tone.
@yensysaerialimaging3523
Mar 4, 2025
All this talk about fentanyl. Come on Justin, do the funniest thing ever. Send MAID care packages to every Trump donor. Why hurt your friends in Buffalo when your enemies are so incredibly self destructive?
All this talk about fentanyl. Come on Justin, do the funniest thing ever. Send MAID care packages to every Trump donor. Why hurt your friends in Buffalo when your enemies are so incredibly self destructive?
Uses dark sarcasm and absurdist humor to mock both Trudeau and Trump supporters through exaggerated, ironic suggestions.
Humor / Satire
0.85
@JohnDoe-my5ip
Mar 4, 2025
But when was the last time you thanked us? — JD Vance
But when was the last time you thanked us? — JD Vance
Quotes JD Vance sarcastically, using irony to critique the US position in the Canada-US relationship.
Humor / Satire
0.85
@rayedd74
Mar 4, 2025
You mean Canada's leader doesn't wear orange makeup and vomit forth unending lies? What a strange place Canada must be!
You mean Canada's leader doesn't wear orange makeup and vomit forth unending lies? What a strange place Canada must be!
Uses sarcastic humor to contrast Canadian leadership favorably with Trump through exaggerated physical descriptions.
@TheDasbull
Mar 4, 2025
Please adopt us Canada, we have abusive leadership.
Please adopt us Canada, we have abusive leadership.
Uses humorous plea for Canadian adoption as satirical commentary on dissatisfaction with US leadership.
@KWheel_
Mar 4, 2025
I’m sure I’m watching a Southpark episode\nThis whole thing is so 8 year oldish
I’m sure I’m watching a Southpark episode\nThis whole thing is so 8 year oldish
Uses sarcasm and comparison to South Park to mock the absurdity of the situation being discussed.
Humor / Satire
0.85
@PtyYouTube
Mar 4, 2025
Would have preferred to hear Trudeau's full speech instead of journalist recap!?
Would have preferred to hear Trudeau's full speech instead of journalist recap!?
Makes a crude sexual joke comparing political figures, using absurdist humor.
Humor / Satire
0.85
@fairman14065
Mar 4, 2025
Donald ?? + Ruto ?? =hurricane
Donald ?? + Ruto ?? =hurricane
Cryptic comparison using metaphor and abbreviations to satirically comment on political figures and their impact.
Humor / Satire
0.85
@jacklineriu
Mar 4, 2025
Donald ? Dumb ?
Donald ? Dumb ?
Brief insulting comment using emoji and wordplay ('Dumb') as satirical criticism of Trump.
Humor / Satire
0.85
@ghanighuman8940
Mar 4, 2025
Lol are talking to nursery student that telling a poem
Lol are talking to nursery student that telling a poem
Uses joking, sarcastic language ('nursery student,' 'telling a poem') to mock someone's speech or communication style.
Humor / Satire
0.85
@erahhernandez1521
Mar 4, 2025
Make that make sence took me TF OUT
Make that make sence took me TF OUT
Expresses amusement at something absurd or illogical using casual, joking language.
Humor / Satire
0.85
@Samaraontheplat
Mar 4, 2025
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
If i could vote for Trudeau as an honarary/interim president of the US, i would.
If i could vote for Trudeau as an honarary/interim president of the US, i would.
Commenter uses ironic/joking tone to express approval of Trudeau by suggesting he should lead the US, comparing leaders across nations.
@tunafishboi4236
Mar 4, 2025
He probably has a lace bra he slides into after these press conferences. ?
He probably has a lace bra he slides into after these press conferences. ?
Uses crude sarcasm and innuendo to mock a political figure, with the question mark indicating ironic intent.
Humor / Satire
0.85
@Bohemianmisfitt
Mar 4, 2025
Smooth words. Smooth face. Always a great sign... (irony included)
Smooth words. Smooth face. Always a great sign... (irony included)
Uses ironic commentary to mock a political figure's appearance and rhetoric as insincere.
@yanfranca8382
Mar 4, 2025
Can we trade Trump for Trudeau?
Can we trade Trump for Trudeau?
Sarcastic/joking proposal to exchange Trump for Trudeau, using humor to critique US leadership.
@uhsenli6424
Mar 4, 2025
Trump to United Nation- I am leaving UN as you have not given VETO power to North Korea which is greatest & greatest & greatest democracy in the world???? Trump promise Full of entertainment for …
Trump to United Nation- I am leaving UN as you have not given VETO power to North Korea which is greatest & greatest & greatest democracy in the world???? Trump promise Full of entertainment for at least 4 years not for only Americans , for ALL
Uses sarcasm and absurdist humor to mock Trump's rhetoric and UN politics, with exaggerated claims presented ironically.
@soothingrelaxationmindsoul9358
Mar 4, 2025
We glazing Trudeau now?!
We glazing Trudeau now?!
Sarcastic commentary using slang ('glazing') to mock perceived excessive praise of Trudeau.
Humor / Satire
0.85
@kallahan-great-khan
Mar 4, 2025
I like him! Could the U.S. be the newest Canadian province?
I like him! Could the U.S. be the newest Canadian province?
The comment uses ironic humor by jokingly suggesting the U.S. become a Canadian province, inverting typical annexation rhetoric.
@jonathonhinson2070
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)