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
Dont worry Canadistan is a magic place full of rainbows and unicorns and everyone who comes here miraculously becomes the best person ever...unless they arent libtards then waaaah
Dont worry Canadistan is a magic place full of rainbows and unicorns and everyone who comes here miraculously becomes the best person ever...unless they arent libtards then waaaah
Uses sarcasm and ironic exaggeration ('magic place full of rainbows and unicorns') to mock pro-immigration sentiment.
Humor / Satire
0.90
LeroyGallagher-t9t-deadhead
Feb 27, 2026
FAFO.....Missy......?
FAFO.....Missy......?
Cryptic acronym 'FAFO' (Find Out For Yourself) used sarcastically; minimal substantive content, primarily comedic tone.
Humor / Satire
0.90
@johnjoseph7834
Mar 4, 2025
"we don't feel any racism here" "im as racist as the next guy" lmfaoo
"we don't feel any racism here"
"im as racist as the next guy"
lmfaoo
Uses ironic laughter to highlight the contradiction between someone claiming no racism while admitting to being racist.
Humor / Satire
0.90
ViviVAL141
Jan 27, 2026
dude on the bike is trying to attempt to speedrun the US citizenship test. Give this man a burger and get him over here immediately
dude on the bike is trying to attempt to speedrun the US citizenship test. Give this man a burger and get him over here immediately
Uses humorous exaggeration about citizenship testing and welcomes the person with joking tone and American cultural reference.
TheColdbloodedfox
Jan 28, 2026
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
A true leader. When Trump talks, fourth graders giggle.
A true leader. When Trump talks, fourth graders giggle.
Uses sarcastic mockery comparing Trump's speech to fourth-grade level humor.
Humor / Satire
0.90
@SM-ev3pv
Mar 4, 2025
All I am saying is poutine + curry fusion restaurant would go hard AF 🔥
All I am saying is poutine + curry fusion restaurant would go hard AF 🔥
Lighthearted joke celebrating cultural fusion and immigrant contributions through food culture.
BrockitGaming
Jan 27, 2026
thank you for calling tim hortons, duhrka duhr duhr dukra dukrr3yehrewhuerw.
thank you for calling tim hortons, duhrka duhr duhr dukra dukrr3yehrewhuerw.
Mocking imitation of accent/language, using absurdist humor to stereotype immigrant service workers.
Humor / Satire
0.90
Riickshaw
Jan 27, 2026
Sir with the bike this is a Wendy's
Sir with the bike this is a Wendy's
Absurdist joke referencing the 'Sir, this is a Wendy's' meme, likely mocking the tone or content of another commenter.
AngelRodriguez-l7n
Feb 14, 2026
Canada needs to invest in more elephants 🐘 😂
Canada needs to invest in more elephants 🐘 😂
Absurdist joke using emoji and non-sequitur logic for comedic effect.
Humor / Satire
0.90
xelav3775
Jan 27, 2026
Donald Trump smart? Hahahahah
Donald Trump smart? Hahahahah
Sarcastic dismissal of Trump's intelligence using laughter, off-topic to Canadian immigration.
Humor / Satire
0.90
@pissoff247
Mar 4, 2025
I will go next year Noooo next month hahahahahha
I will go next year
Noooo next month hahahahahha
Playful joke about changing travel plans with self-correcting humor ('next year... Noooo next month hahahaha').
Humor / Satire
0.90
luisgutierrez6414
Jan 27, 2026
No deodorant were harmed in the making of this video
No deodorant were harmed in the making of this video
Absurdist joke making a humorous reference to a product brand in relation to the video content.
Humor / Satire
0.90
scrawford9
Jan 27, 2026
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
All Hail justin Trudeau 😂
All Hail justin Trudeau 😂
Sarcastic praise of Trudeau with laughing emoji, using irony to critique immigration policy.
Humor / Satire
0.90
leoj_carnage
Feb 15, 2026
It's funny because Canada won't actually be paying tariffs on US products, because the entire country stopped buying US products. lol.
It's funny because Canada won't actually be paying tariffs on US products, because the entire country stopped buying US products. lol.
Uses ironic humor to mock the tariff situation by suggesting Canadians have already stopped buying US products.
Humor / Satire
0.90
@secretsofconspiracy
Mar 4, 2025
How many Americans have been unalived from diabetes because of Canadian maple syrup? Fentanyl is nothing compared to that sugar syrup.
How many Americans have been unalived from diabetes because of Canadian maple syrup? Fentanyl is nothing compared to that sugar syrup.
Uses absurdist humor and sarcasm comparing maple syrup to fentanyl to mock the seriousness of drug concerns.
Humor / Satire
0.90
@mattheww797
Mar 4, 2025
There is fierce competition. Who will be the Best Comedian of 2025.\nHere is the current ranking: \n\nZelensksy is at #1 formore than 3 years.\nUrsula is sitting duck at #5.\n\nStarmer moved to #3 after he pledged …
There is fierce competition. Who will be the Best Comedian of 2025.\nHere is the current ranking: \n\nZelensksy is at #1 formore than 3 years.\nUrsula is sitting duck at #5.\n\nStarmer moved to #3 after he pledged $3 billion aid for Ukraine.\n\n1. Zelensksy - Ukraine \n2. Justin Trudeau - Canada \n3. Starmer - UK \n4. Macron - France \n5. Ursula - EU
Uses satirical ranking format to mock multiple world leaders including Trudeau, presenting criticism through comedic comparison.
@OSGuru-c7r
Mar 4, 2025
Where’s Waldo Canada Edition
Where’s Waldo Canada Edition
Sarcastic reference to 'Where's Waldo' implying immigrants are hard to find or hidden, using wordplay for comedic effect.
Humor / Satire
0.90
007lynne
Nov 21, 2025
Canada, you should build a wall, before Americans become the next generation of illegal immigrants, as climate, politics and their economy makes their country inhospitable… just joking of course… or not?
Canada, you should build a wall, before Americans become the next generation of illegal immigrants, as climate, politics and their economy makes their country inhospitable… just joking of course… or not?
Uses ironic joking about building a wall and American climate/economic crisis, with explicit acknowledgment of sarcasm.
@CelineRelecom
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)