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
Ok, gov’ner ?
Ok, gov’ner ?
Brief colloquial phrase with unclear intent but likely sarcastic or dismissive tone, employing informal humor.
Humor / Satire
0.75
@MS-wm3ld
Mar 4, 2025
Fuck it lets make canada the 52nd state
Fuck it lets make canada the 52nd state
Uses absurdist humor to mock Canadian sovereignty and political integration, likely satirizing annexation concerns.
@carlsonproperties5940
Mar 4, 2025
I just tooted and it's soo stinky???\n\nAlso, trudeau you kinda wack lil bro
I just tooted and it's soo stinky???\n\nAlso, trudeau you kinda wack lil bro
Combines crude toilet humor with casual criticism of Trudeau, using irreverent tone to dismiss political leadership.
@thatguyjohnny8235
Mar 4, 2025
100 percent goof
100 percent goof
Brief dismissive comment using colloquial insult as sarcastic commentary rather than substantive critique.
Humor / Satire
0.75
@claytonbrawn5401
Mar 4, 2025
can anyone say what makes Trump smart?
can anyone say what makes Trump smart?
Rhetorical question posed sarcastically to mock Trump's intelligence, using ironic questioning as criticism.
@RizzlaTheCat
Mar 4, 2025
It’s hilarious that Trudeau has to call Trump a smart guy, knowing that he is so incredible childish and immature that otherwise he would just not listen. Trump is the worst president the US has …
It’s hilarious that Trudeau has to call Trump a smart guy, knowing that he is so incredible childish and immature that otherwise he would just not listen. Trump is the worst president the US has ever had.
The comment uses ironic humor about Trudeau's diplomatic strategy while also making a moral judgment about Trump's character.
@ViktorHristovvv
Mar 4, 2025
I love seeing white people fight ????????????
I love seeing white people fight ????????????
Ambiguous comment using humor and emoji to comment on racial/ethnic dynamics, likely satirical or provocative.
@raytempus4212
Mar 4, 2025
Yes! Don, you are so dumb
Yes! Don, you are so dumb
A brief insult framed as sarcastic commentary, likely mocking a political figure mentioned in the video.
Humor / Satire
0.75
@KAREN93325
Mar 4, 2025
Trump Make Russia Great Again ???
Trump Make Russia Great Again ???
Uses sarcastic questioning to mock Trump's relationship with Russia, employing ironic framing rather than making a serious factual claim.
@Madhros
Mar 4, 2025
Canada will you adopt me?
Canada will you adopt me?
Lighthearted, joking request to be adopted by Canada, using humor to express admiration for the country.
@SaMOKie
Mar 4, 2025
COURSE AMERICA IS KISSING RUSSIA’S BARE AZZCHEEKS lmao all they good at is murdering. Look at their schools. Bunch of clowns.
COURSE AMERICA IS KISSING RUSSIA’S BARE AZZCHEEKS lmao all they good at is murdering. Look at their schools. Bunch of clowns.
Uses sarcasm and crude humor to mock America, with comparative framing against Canada implied.
@BigDaddyJaye
Mar 4, 2025
We’re all the Russian bots and MAGAs at ???
We’re all the Russian bots and MAGAs at ???
Sarcastic comment about bot activity and MAGA supporters in the comment section, using irony to critique other commenters.
@gonzalobeltran4234
Mar 4, 2025
develop your communication skills , because once you open your mouth you tell the world who you are. Fucking Trump take note.
develop your communication skills , because once you open your mouth you tell the world who you are. Fucking Trump take note.
Uses sarcastic, mocking tone with crude language to satirize Trump's communication style and character.
Humor / Satire
0.75
@AssefaDargie-l3f
Mar 4, 2025
I know this sound naïve, and somewhat rude but all I can keep hearing is he speak is Kendrick Lamar they not like us! \n\nI would love to see a open debate about this between …
I know this sound naïve, and somewhat rude but all I can keep hearing is he speak is Kendrick Lamar they not like us! \n\nI would love to see a open debate about this between all three countries included in North America .
The commenter makes a joking reference to Kendrick Lamar lyrics, then pivots to a comparative framing suggestion about North American countries.
@tunesbyshy
Mar 4, 2025
Trump! You cannot have our water or our gas! Go get it from russia! Oh i forgot, there gas plants are being bombed right now.
Trump! You cannot have our water or our gas! Go get it from russia! Oh i forgot, there gas plants are being bombed right now.
Uses sarcastic tone and ironic commentary about Trump's resource demands and Russia's situation.
@heatherumpherville6641
Mar 4, 2025
LOLOL This is comical!!! Isn't he stepping down??? So who will handle the blow back after he's gone? Canadians need to think twice about what's he's saying or doing...he doesn't have to deal with the …
LOLOL This is comical!!! Isn't he stepping down??? So who will handle the blow back after he's gone? Canadians need to think twice about what's he's saying or doing...he doesn't have to deal with the fallout later!
Opens with sarcastic laughter and mockery ('comical'), then shifts to policy critique about Trudeau's resignation and accountability.
@workstuff-u9m
Mar 4, 2025
Good more alcohol for us cheaper too ?finally you think you have balls ?
Good more alcohol for us cheaper too ?finally you think you have balls ?
Uses sarcasm and ironic commentary about alcohol prices and political courage, employing humor to critique policy.
Humor / Satire
0.75
@kenprice57
Mar 4, 2025
Canada won the hockey tournament and now the trade war, i feel bad for Trump ;s
Canada won the hockey tournament and now the trade war, i feel bad for Trump ;s
Joking comparison of Canada's hockey and trade war victories over Trump with sympathetic tone.
@kr1me2000
Mar 4, 2025
This guy , kissing King Charles 3rd's Gilded feet . C'mon , you all watch Southpark right ?? Nobody gave a rats ass about Canada in 1998
This guy , kissing King Charles 3rd's Gilded feet . C'mon , you all watch Southpark right ?? Nobody gave a rats ass about Canada in 1998
Uses South Park reference and sarcasm to mock Trudeau's diplomatic gestures while asserting Canada's historical irrelevance.
@FurthermoreJack
Mar 4, 2025
Everyone in the comments are political genius’s apparently. WE WILL TAKE THE $200 BILLION of FREE CASH FROM CANADA. FAFO ??
Everyone in the comments are political genius’s apparently. WE WILL TAKE THE $200 BILLION of FREE CASH FROM CANADA. FAFO ??
Sarcastic commentary mocking political commenters while using ironic language ('FAFO') to critique Canada-US relations.
@Albino_Paleta
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)