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
23:18 Canadian Kangna Ranaut 😂😂😂
23:18 Canadian Kangna Ranaut 😂😂😂
Joking reference to a video timestamp and comparison to a public figure (Kangna Ranaut), using emojis to indicate comedic intent.
Mr_Z_2507
Aug 25, 2025
Donald Dumb is his new name ??
Donald Dumb is his new name ??
Mocking wordplay on Trump's name ('Donald Dumb') presented as humorous commentary.
Humor / Satire
0.90
@max.Z22
Mar 4, 2025
Could it be said that Canada's goose is cooked? :)
Could it be said that Canada's goose is cooked? :)
Wordplay on 'Canada's goose is cooked' idiom, using sarcasm to comment on Canada's difficult situation.
Humor / Satire
0.90
@joehowe9532
Mar 4, 2025
Just make some maple syrup and shut up
Just make some maple syrup and shut up
Dismissive joke using Canadian stereotype (maple syrup) to mock or trivialize the discussion.
Humor / Satire
0.90
@mikemcdonald5115
Mar 4, 2025
Put tarrifs on Trump's diaper supplier.
Put tarrifs on Trump's diaper supplier.
Uses absurdist joke targeting Trump through crude insult disguised as policy suggestion.
Humor / Satire
0.90
@vasonar
Mar 4, 2025
Ha ha, I'm still going
Ha ha, I'm still going
Lighthearted, joking response dismissing the travel restriction with casual humor.
Humor / Satire
0.90
krismacklin7753
Dec 10, 2025
Damn no more maple syrup ???
Damn no more maple syrup ???
Joking comment about trade consequences using a Canadian cultural symbol (maple syrup) in a lighthearted manner.
Humor / Satire
0.90
@A1ssk
Mar 5, 2025
maybe it's his build but bike guy reminds me of Steve Brule 😅
maybe it's his build but bike guy reminds me of Steve Brule 😅
Makes a lighthearted joke comparing someone in the video to a comedic character.
Humor / Satire
0.90
TheJunky228
Jan 28, 2026
I wonder what would happen if I put my dog as an individual on that app would it work with my dog make 82 grand a year and get special privileges at banks for mortgages …
I wonder what would happen if I put my dog as an individual on that app would it work with my dog make 82 grand a year and get special privileges at banks for mortgages and loans and credit😂
Satirical hypothetical about registering a dog to exploit immigration benefits, marked with laughing emoji.
Humor / Satire
0.90
Tree74-b3s
Nov 20, 2025
9:04 "they walk naked, so its kind of embarrassing" says the dude who is walking naked....
9:04 "they walk naked, so its kind of embarrassing" says the dude who is walking naked....
Points out an ironic contradiction in the video's content through sarcastic commentary, typical of humorous meta-observation.
Humor / Satire
0.90
gurindersingh3005
Sep 22, 2025
As a Canadian masters student of African descent. I didn’t know my IQ was so low that I couldn’t hold an entry level job 😂😂😂
As a Canadian masters student of African descent. I didn’t know my IQ was so low that I couldn’t hold an entry level job 😂😂😂
Ironic self-deprecating response to racist claims about immigrant intelligence, using humor to critique discrimination.
astroflex4000
Feb 10, 2026
Way to go, Justin! Maybe you should consider running for pm.
Way to go, Justin! Maybe you should consider running for pm.
Sarcastic comment mocking someone (likely Trudeau) by sarcastically suggesting they run for PM, implying criticism through irony.
Humor / Satire
0.90
@peterplant2669
Mar 4, 2025
THE MOON IS MADE OF CHEESE !!
THE MOON IS MADE OF CHEESE !!
Absurdist joke unrelated to immigration, using exaggeration for comedic effect.
Humor / Satire
0.90
Dvaxox
Jan 27, 2026
0:16 lmao poo from poomjabi
0:16 lmao poo from poomjabi
Ethnic slur presented as a joke/meme referencing video timestamp.
Humor / Satire
0.90
MarcellsWorldJjr
Feb 9, 2026
Wow scammers scam. Water is wet.
Wow scammers scam.
Water is wet.
Dismissive sarcasm using clichéd phrases to mock the obviousness of scam-related commentary.
Humor / Satire
0.90
The_Inquisitive_Inquisitor
Oct 23, 2025
brampton? you mean new delhi?
brampton? you mean new delhi?
Sarcastic one-liner suggesting Brampton has been demographically replaced by Indians, using ironic renaming.
ms9001
Sep 20, 2025
Justin Castro is Justin time ???
Justin Castro is Justin time ???
Wordplay combining 'Castro' with 'Justin time' as satirical commentary on Trudeau.
Humor / Satire
0.90
@honahwikeepa2115
Mar 4, 2025
Everybody probably knows that the guy on the bike is racist and that's why he was discriminated by the butcher 😂😂
Everybody probably knows that the guy on the bike is racist and that's why he was discriminated by the butcher 😂😂
Sarcastically comments on the bike guy's character using irony and emojis, treating video content as comedic material.
colourqueen22
Mar 1, 2026
So that’s where Amber Heards been hiding!
So that’s where Amber Heards been hiding!
Makes a joking reference to celebrity Amber Heard, using sarcasm unrelated to the immigration topic.
Humor / Satire
0.90
@leeh4722
Mar 5, 2025
Trump and Trudeau should box ?
Trump and Trudeau should box ?
Makes a joking suggestion about Trump and Trudeau boxing, using absurdist humor unrelated to substantive policy discussion.
Humor / Satire
0.90
@LIFEONMARZZZZZZ
Mar 5, 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)