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
Hahahahhaah. Should have voted for Rob Ford .... o wait. I'm happy I broke up with her. It was the right choice. You all racist, thought these were yall's "FAMILY"
Hahahahhaah. Should have voted for Rob Ford .... o wait. I'm happy I broke up with her. It was the right choice. You all racist, thought these were yall's "FAMILY"
Uses sarcasm and joking tone about voting and personal relationships, mixed with accusatory identity framing.
infostations
Feb 15, 2026
Shut up governor Trudeau
Shut up governor Trudeau
Dismissive command using sarcasm and incorrect title ('governor') to mock Trudeau's authority and position.
@dalerogers1948
Mar 4, 2025
Ohio if Viek Ramaswamy wins governor😂 Zionist republicans love H1BVisas
Ohio if Viek Ramaswamy wins governor😂 Zionist republicans love H1BVisas
Joking comparison using emoji and political references, though contains identity-based framing; primarily satirical in tone.
Humor / Satire
0.72
morty32-e1l
Jan 27, 2026
I ain’t going to deny that Donald should be named Dumbnald from now on. It is also undeniable that senile dementia hits the hardest to certain kind of guys, based on the way they’ve whacked …
I ain’t going to deny that Donald should be named Dumbnald from now on. It is also undeniable that senile dementia hits the hardest to certain kind of guys, based on the way they’ve whacked their life with all kinds of excesses
Uses wordplay ('Dumbnald') and sarcasm ('undeniable') to mock a political figure's intelligence and lifestyle choices.
@phgbzoo
Mar 4, 2025
Donald is a total fool for this.
Donald is a total fool for this.
Brief dismissive insult presented as casual commentary rather than substantive critique.
Humor / Satire
0.72
@6reezy949
Mar 4, 2025
The guy on the bike got be Trump supporter.he probably have never worked a day on his life 😂
The guy on the bike got be Trump supporter.he probably have never worked a day on his life 😂
Uses joking tone to mock someone's political affiliation and work ethic, combining sarcasm with identity-based stereotyping.
framingmachine-qo8ro
Feb 17, 2026
Smart person don't do dumb things, Dump person do dumb things.
Smart person don't do dumb things, Dump person do dumb things.
Cryptic, tautological statement that appears to be ironic or sarcastic commentary rather than substantive argument.
Humor / Satire
0.72
@ZaneDawood
Mar 4, 2025
Well... elbows up, I guess
Well... elbows up, I guess
Cryptic sarcastic comment using colloquial expression, likely mocking the situation.
Humor / Satire
0.72
zx3215
Sep 29, 2025
????? A dumfuq elected by dumerfuqs ♨?+?
????? A dumfuq elected by dumerfuqs ♨?+?
Uses crude sarcasm and name-calling to mock voters and a political figure.
@DougguoD
Mar 4, 2025
why would you be afraid Tyler. Indians are pasifists
why would you be afraid Tyler. Indians are pasifists
Appears to be sarcastic or ironic commentary dismissing fear of a specific immigrant group through stereotyping.
peted2331
Jan 27, 2026
Must be all the LCBO thefts…
Must be all the LCBO thefts…
Uses sarcasm to mock a stereotype, attributing crime statistics to a specific group through ironic commentary.
gamakris3238
Dec 24, 2025
FATIGUEEEE SAAAR
FATIGUEEEE SAAAR
The comment appears to be a meme-style joke or parody, using exaggerated accent/dialect mimicry for comedic effect.
Humor / Satire
0.72
BootLip
Jan 29, 2026
Punjab is in Porkistan 😂
Punjab is in Porkistan 😂
Crude joke using wordplay ('Porkistan') and emoji to mock religious/ethnic identity, likely satirizing anti-immigrant sentiment.
Humor / Satire
0.72
ThePawankumarjariwal
Mar 1, 2026
Merci Monsieur Trudeau!! sauf que Trump is not SMART at ALL!! he is just DUMM
Merci Monsieur Trudeau!! sauf que Trump is not SMART at ALL!! he is just DUMM
Sarcastic praise of Trudeau combined with dismissive name-calling of Trump; uses humor and exaggeration to critique political figures.
@pierreblattner4527
Mar 4, 2025
Was he driving a fuckjng tuk tuk on the highway? Wtf
Was he driving a fuckjng tuk tuk on the highway? Wtf
Shocked reaction to the tuk tuk on highway scenario, mixing humor with genuine concern about safety/legality.
ashleyiyoupe6013
Feb 25, 2026
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 .
Uses a Kendrick Lamar song reference humorously to comment on the situation, then calls for a trilateral debate.
@tunesbyshy
Mar 4, 2025
Drinking with a pinky raised is racist
Drinking with a pinky raised is racist
Sarcastically reframes a trivial gesture as racist, likely mocking the video's content or broader discourse about sensitivity.
patalberta5493
Feb 26, 2026
Wasn't aware India was that cold
Wasn't aware India was that cold
Appears to be sarcastic commentary about India's climate, using feigned ignorance as comedic device.
JoeNJ2
Mar 3, 2026
Will they do the Poop-Throwing Festival in Canada too? 🤔
Will they do the Poop-Throwing Festival in Canada too? 🤔
Uses sarcastic emoji and a stereotypical cultural reference as mocking commentary, though potentially relying on false cultural claims.
baskomnasi
Jan 27, 2026
Id love to see a 60 foot jesus statue can we get that ?
Id love to see a 60 foot jesus statue can we get that ?
Appears to be sarcastic or joking commentary about religious statues in the context of immigration discussion.
Humor / Satire
0.72
laughitsfunny420
Mar 1, 2026
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)