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
Get ready Canada for some Indian toe food in your restaurants. Your food will definitely smell like punjabi
Get ready Canada for some Indian toe food in your restaurants.
Your food will definitely smell like punjabi
Uses sarcasm and stereotyping about food culture to mock or comment on cultural change, with a dismissive tone.
changochichonchannel6496
Jan 27, 2026
he is not very clever is he
he is not very clever is he
Uses sarcastic insult to mock a political figure's intelligence.
Humor / Satire
0.75
@anneliezaayman695
Mar 4, 2025
And award for the biggest d bag goes to.....?
And award for the biggest d bag goes to.....?
Uses sarcastic humor to insult someone (likely Trudeau), framed as a mock award announcement.
@ryanmh3633
Mar 4, 2025
I wanna get an indian lady boonnchattttttttt😂😂😂
I wanna get an indian lady boonnchattttttttt😂😂😂
Sexually suggestive joke with exaggerated spelling and emojis, functioning as crude humor commentary.
Humor / Satire
0.75
abandonedtownexplorations8736
Jan 27, 2026
A wet napkin has more of a backbone than this guy. Hes just a beta simp
A wet napkin has more of a backbone than this guy. Hes just a beta simp
Uses insulting slang and sarcasm to mock a political figure, blending personal attack with satirical tone.
@marcuswyatt5300
Mar 4, 2025
They're enjoying with Tradeau and Singh.
They're enjoying with Tradeau and Singh.
Uses sarcastic/ironic phrasing ('enjoying with') to mock political leaders and immigration policy in a joking manner.
Humor / Satire
0.75
arifshakoor1650
Oct 1, 2025
Maybe he can continue his job as PM. Thanks to Trump
Maybe he can continue his job as PM. Thanks to Trump
Sarcastic comment suggesting Trudeau could continue as PM thanks to Trump, using irony to critique the political situation.
@materials-expert
Mar 4, 2025
It’s a shit hole😂
It’s a shit hole😂
Brief dismissive statement with laughing emoji suggesting sarcastic or joking tone rather than serious critique.
Humor / Satire
0.75
Adalmandol
Oct 1, 2025
The curry dishes there must be godlike
The curry dishes there must be godlike
Light-hearted, off-topic comment making a casual observation about food culture.
Humor / Satire
0.75
Terranova339
Jan 28, 2026
So, are these egotistical buffoons going to ask the Prime Minister of Canada to apologize to their fake king?
So, are these egotistical buffoons going to ask the Prime Minister of Canada to apologize to their fake king?
Sarcastic rhetorical question mocking Trump and his supporters with ironic commentary about apologies.
@iandesr
Mar 4, 2025
Go Indians invade Canada and whole uk😂❤we should take back all
Go Indians invade Canada and whole uk😂❤we should take back all
Uses sarcastic tone with emoji to mock the idea of Indian immigration invasion, employing ironic commentary.
oooyyeaahhh1205
Feb 12, 2026
Putin is laughing at trump right now. Laughing at the United States. Thinking what an idiot trump is. He is playing right into my hands.
Putin is laughing at trump right now. Laughing at the United States. Thinking what an idiot trump is. He is playing right into my hands.
Uses sarcastic, exaggerated tone mocking Trump's intelligence while expressing geopolitical anxiety about Putin's intentions.
@reneesimerale
Mar 4, 2025
Stupidity kills more people than fentanyl. Can we get Trudeau to be our president. How to fire Trump?
Stupidity kills more people than fentanyl. Can we get Trudeau to be our president. How to fire Trump?
Makes a joking comparison between stupidity and fentanyl deaths while sarcastically suggesting Trudeau as US president.
@robertmuldoon9783
Mar 4, 2025
Brampton is the one city in Ontario that needs to be deported!
Brampton is the one city in Ontario that needs to be deported!
Uses absurdist humor by applying 'deportation' language to a Canadian city, sarcastically critiquing immigration through exaggeration.
marwankhan4294
Oct 28, 2025
Lol, cnn stop. Like Canada does not need us more than we need them.
Lol, cnn stop. Like Canada does not need us more than we need them.
Uses sarcasm to dismiss media narrative while making a comparative claim about relative economic dependence between nations.
@Daniel-uo9jt
Mar 4, 2025
How sad hahahaa! Are the rivers full of trash yet?
How sad hahahaa! Are the rivers full of trash yet?
Uses sarcastic laughter and exaggerated environmental concern to mock immigration, blending dark humor with alarmism.
TheRubberStudiosASMR
Oct 28, 2025
My wife is right. Smart IS sexy.
My wife is right. Smart IS sexy.
Playful, complimentary comment using wordplay ('Smart IS sexy'), likely referencing someone's intelligence with light humor.
@JedSentMe
Mar 4, 2025
Dont worry guys it will all change within a few weeks ?
Dont worry guys it will all change within a few weeks ?
Dismissive, sarcastic comment suggesting political turmoil will resolve quickly, using ironic tone.
Humor / Satire
0.73
@andrewgibson4658
Mar 4, 2025
Justin .. we know.. turn off the power.. turn it off friend .. is ok.. we will still be good neighbors
Justin .. we know.. turn off the power.. turn it off friend .. is ok.. we will still be good neighbors
Uses ironic/sarcastic tone suggesting Trudeau should 'turn off the power' as a humorous way to de-escalate tensions while maintaining neighborly relations.
@ecamposchamorro
Mar 4, 2025
Has the price of maple syrup just gone up? UK :)\n(totally agree with everything said) \nAlso with Ukraine
Has the price of maple syrup just gone up? UK :)\n(totally agree with everything said) \nAlso with Ukraine
Uses humorous question about maple syrup prices as a light-hearted way to express support for Canada and Ukraine.
@geoffl.4786
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)