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
420 on a years of taxes 😂😂 That is a real joke !
420 on a years of taxes 😂😂
That is a real joke !
Uses sarcastic humor to critique tax contributions or government benefits, with laughing emojis indicating satirical intent.
SuperNismo240sx
Feb 6, 2026
White scammers not native Canadians 😂
White scammers not native Canadians 😂
Employs sarcastic counter-framing to challenge the narrative of the video or other commenters.
Humor / Satire
0.78
mr_.premkumar-26
Jan 29, 2026
oh no! a bourbon tax
oh no! a bourbon tax
Sarcastic, dismissive comment about tariff impacts using exaggerated concern ('oh no!').
Humor / Satire
0.78
@jillhsales4958
Mar 4, 2025
Canada was build on indian money ...we will come no matter what 😂😂
Canada was build on indian money ...we will come no matter what 😂😂
Uses joking tone with historical claim about indigenous wealth to assert immigrant determination despite restrictions.
Akshay-z2i
Feb 9, 2026
If I see a Trump supporter on TV, expect that everything he says is praising Trump?!! Just cover your ears or change the TV channel
If I see a Trump supporter on TV, expect that everything he says is praising Trump?!! Just cover your ears or change the TV channel
Sarcastic commentary using ironic exaggeration about Trump supporters' predictable messaging patterns.
Humor / Satire
0.78
@rolandoladeza625
Mar 4, 2025
Please keep the traitor Gretzky.
Please keep the traitor Gretzky.
Sarcastic jab calling Wayne Gretzky a 'traitor,' using humor to critique Canadian-American relations.
@c.s.mcleod7383
Mar 4, 2025
Punjabi can't do anything 😂 just talk m about love for motherland
Punjabi can't do anything 😂 just talk m about love for motherland
Sarcastic, joking stereotype about Punjabi people using humor to mock perceived cultural traits.
DOAKASHU
Jan 29, 2026
5:33 This is Canada 🇨🇦 , they deserve it 😂🤣😅😆😁
5:33
This is Canada 🇨🇦 , they deserve it
😂🤣😅😆😁
Uses laughing emojis and sarcastic tone to mock or comment on Canadian immigration, with implied ironic commentary.
jaiyabyrd4177
Jan 27, 2026
How cute. Trump wants action now and talk flies out the window.
How cute. Trump wants action now and talk flies out the window.
Uses ironic, dismissive tone ('How cute') to mock Trump's demand for immediate action over negotiation.
@snazzyndoyiya2445
Mar 4, 2025
I could trust you until you said "I love Indian food" you are either a liar, insane, or both
I could trust you until you said "I love Indian food" you are either a liar, insane, or both
Uses sarcastic humor to mock the video creator's stated preferences, implying ethnic or cultural contradiction.
zurashima6
Jan 27, 2026
Trudeau is so good at pausing
Trudeau is so good at pausing
Sarcastic jab at Trudeau's speaking style, using irony to mock his public communication.
@Bombuzzz
Mar 4, 2025
Brampton? Flower Town? The smell alone is terrifying.😷
Brampton? Flower Town? The smell alone is terrifying.😷
Uses sarcasm and stereotyping about Brampton to mock immigrant communities through humor.
BC-cg2vy
Oct 11, 2025
Don't you just love the idiot in the background videoing their crimes! 😂😂 Idiots
Don't you just love the idiot in the background videoing their crimes! 😂😂 Idiots
Uses sarcasm and mockery to comment on video content, appearing to criticize both the subjects and the person filming.
lesleymahar1411
Aug 25, 2025
The only thing that will happen from this is the orange fascist will just go and attack JT, like a bumbling buffoon that he is. That's it.
The only thing that will happen from this is the orange fascist will just go and attack JT, like a bumbling buffoon that he is. That's it.
Uses sarcastic tone ('bumbling buffoon') and dismissive humor to mock political figures and their anticipated behavior.
@APATHTC
Mar 4, 2025
I love how they call them “Brampton drivers” and not Indians haha
I love how they call them “Brampton drivers” and not Indians haha
Ironic observation about euphemistic labeling that avoids explicit ethnic reference, using humor to highlight implicit categorization.
306_Zai
Feb 3, 2026
6:51 the Canadians even have a Trump Derangement Syndrome Sports emporium 😂
6:51
the Canadians even have a Trump Derangement Syndrome Sports emporium 😂
Makes a sarcastic joke about a timestamp reference in the video using political humor.
N_A__
Jan 27, 2026
When you piss Canadians, you know you really messed up.
When you piss Canadians, you know you really messed up.
Playful, idiomatic comment suggesting consequences for angering Canadians, using humor to assert national identity.
@oaba09
Mar 4, 2025
WE ARE GONNA BRING MORE AND MORE HAHAHAHAH
WE ARE GONNA BRING MORE AND MORE HAHAHAHAH
Mocking tone with 'HAHAHAHAH' suggesting sarcastic or provocative commentary on immigration expansion.
rallxxrei-xk2sb
Jan 29, 2026
We really don't care
We really don't care
Dismissive, sarcastic reference to the Canadian national motto, expressing indifference to external criticism.
@MFLA1999
Mar 4, 2025
Tyler get down here to Sarnia 😂
Tyler get down here to Sarnia 😂
Casual joke inviting a content creator to visit a location, using humor and emoji to signal playful intent.
Wm-x3f
Jan 28, 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)