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
SaaR we Supa-pooper SaaR SàR we CEO SaAr SaR our GOd monki,elifant SaAr we clen and hygienic saaR Indai besT saaR
SaaR we Supa-pooper SaaR
SàR we CEO SaAr
SaR our GOd monki,elifant
SaAr we clen and hygienic
saaR Indai besT saaR
Uses exaggerated stereotypical language, broken English, and absurdist humor to mock a particular group.
Humor / Satire
0.90
j1real506
Jan 27, 2026
Tariff war all because Justin made Melania moist.....BIG
Tariff war all because Justin made Melania moist.....BIG
Crude sexual joke presented as sarcastic explanation for tariff policy.
Humor / Satire
0.90
@randymoses5239
Mar 4, 2025
What a shocker 😉
What a shocker 😉
Sarcastic winking emoji response suggesting ironic commentary on the video's content.
Humor / Satire
0.90
noobmaster_69_420
Oct 1, 2025
Joker Tradueu ???
Joker Tradueu ???
Brief sarcastic jab at Trudeau using wordplay ('Joker') as humorous criticism.
Humor / Satire
0.90
@ayonsaha3971
Mar 5, 2025
I know where they are hiding, Tim Hortons Canada! Now they are no longer missing!
I know where they are hiding, Tim Hortons Canada! Now they are no longer missing!
Joking response using Tim Hortons as a punchline about missing people, clearly satirical commentary.
Humor / Satire
0.90
lazerathhome
Sep 30, 2025
Floop is a madman, help us, save us!
Floop is a madman, help us, save us!
References a movie quote (Cloudy with a Chance of Meatballs) as absurdist humor unrelated to immigration substance.
Humor / Satire
0.90
vontothemax
Jan 28, 2026
0:34 we found who pooped on the bus
0:34 we found who pooped on the bus
Comment makes a crude joke referencing a video moment, using humor to mock someone.
Humor / Satire
0.90
IM-vi6je
Jan 28, 2026
Looks it’s the governor of the 51st state!!! ??
Looks it’s the governor of the 51st state!!! ??
Uses sarcastic joke framing Canada as the '51st state' to mock Canadian subordination to American interests.
@AmericaFirst1981
Mar 4, 2025
“Press 2 for Chinese…”
“Press 2 for Chinese…”
Uses sarcastic reference to multilingual phone prompts as ironic commentary on immigration and cultural change in Canada.
Humor / Satire
0.90
smithcas86
Sep 9, 2025
Mutahar blowin steam out of his ears like a looney toon character with this one. 🙏🏼
Mutahar blowin steam out of his ears like a looney toon character with this one. 🙏🏼
Uses sarcastic humor and cartoon imagery to mock the video creator's emotional reaction.
The.Nasty.
Jan 27, 2026
DONALD DUMP
DONALD DUMP
Derogatory wordplay ('DONALD DUMP') is a sarcastic insult presented as humorous commentary.
Humor / Satire
0.90
@harpcht8487
Mar 4, 2025
I think, it doesn't help that the guy behind him looks like young Walter White when he talks about Fentanyl. :D
I think, it doesn't help that the guy behind him looks like young Walter White when he talks about Fentanyl. :D
Makes a joking observation comparing someone in the video to a TV character, using humor and sarcasm rather than substantive critique.
Humor / Satire
0.90
@exander77
Mar 4, 2025
HALT! This is as far as you go, buddy! Ahead of you lies the great kingdom of Canada! It is accessible only to the most noble and valiant of people. Oh no you don't! I …
HALT!
This is as far as you go, buddy! Ahead of you lies the great kingdom of Canada!
It is accessible only to the most noble and valiant of people.
Oh no you don't!
I can see that you are not Canadian.
And there is only one way a non-Canadian can ever hope to enter the gates of our country.
You must go back to your land and return here with...
A passport.
Ah, I see you have a passport!
All right, hand it over.
Extended satirical narrative mocking Canadian border control and immigration requirements through absurdist fantasy dialogue.
Humor / Satire
0.90
h4tchetman
Dec 6, 2025
We should put a big export tax on Preperation h because the Americans will be needing a lot more of that cream while this tariff war continues
We should put a big export tax on Preperation h because the Americans will be needing a lot more of that cream while this tariff war continues
Uses sarcastic joke about export taxes and hemorrhoid cream to mock American response to tariffs, employing crude humor for political commentary.
Humor / Satire
0.90
@michaelmoulton96
Mar 4, 2025
Trump's a clown.
Trump's a clown.
Brief dismissive insult presented as casual commentary, functioning as sarcastic critique rather than substantive argument.
Humor / Satire
0.90
@ras6016
Mar 4, 2025
I love this bicycle guy., stand up comedy 😂
I love this bicycle guy., stand up comedy 😂
Expresses appreciation for the 'bicycle guy' as comedy/entertainment, treating the content as humorous rather than serious commentary.
Humor / Satire
0.90
oscarduh8696
Jan 29, 2026
Trump is not a smart guy. His full name is Donald Dumb.
Trump is not a smart guy. His full name is Donald Dumb.
Dismissive name-calling presented as a joke ('Donald Dumb') rather than substantive critique.
Humor / Satire
0.90
@raymondzhang3731
Mar 4, 2025
9:00 "they walk naked" says the guy standing without any clothes on... 😂
9:00 "they walk naked" says the guy standing without any clothes on... 😂
Uses ironic humor to mock a video speaker's hypocrisy, pointing out a contradiction in their argument.
StreetScholar
Oct 9, 2025
Hey MAGA, is this what you meant by “we’re winning.” ?
Hey MAGA, is this what you meant by “we’re winning.” ?
Sarcastic rhetorical question mocking Trump supporters' 'winning' narrative in light of tariff consequences.
Humor / Satire
0.90
@Fletcherlives
Mar 4, 2025
Thats sun wukong 😂
Thats sun wukong 😂
Makes a joke referencing an anime character, unrelated to the immigration topic.
Humor / Satire
0.90
Panda_Obey283
Jan 27, 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)