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
🤣 i wish i was there for the interviews
🤣 i wish i was there for the interviews
Laughing emoji with a joking remark about wishing to have witnessed the video's interview moments.
Humor / Satire
0.92
donovanjr2746
Jan 27, 2026
Indians crossing illegally to the US passing by mexicans crossing illegally to Canada like that meme of the 2 people driving by each other 😅
Indians crossing illegally to the US passing by mexicans crossing illegally to Canada like that meme of the 2 people driving by each other 😅
Uses meme format and comedic tone to compare Indian and Mexican migration patterns across borders.
maxfern5701
Jan 27, 2026
I can’t believe this I only have a month worth of maple syrup left and now I have to find a place named Vermont ? and then I find out that I am running low …
I can’t believe this I only have a month worth of maple syrup left and now I have to find a place named Vermont ? and then I find out that I am running low on corona ?
The comment uses absurdist humor and sarcasm, conflating unrelated topics (maple syrup, Vermont, Corona beer) in a joking manner unrelated to actual immigration policy.
Humor / Satire
0.92
@EddieRicks-i8v
Mar 4, 2025
taking business calls he said LUL
taking business calls he said LUL
Mocking comment about video content, using internet slang 'LUL' to express amusement at a specific moment.
Humor / Satire
0.92
canfran8788
Jan 29, 2026
I vote for Justin Trudeau for American President?
I vote for Justin Trudeau for American President?
Commenter makes a joking, absurdist suggestion that a Canadian PM should be American President, using ironic humor.
Humor / Satire
0.92
@ginade444
Mar 4, 2025
4:49 "we don't feel any racism here" *1 sec later* "I'm as racist as the next guy" 😂
4:49 "we don't feel any racism here"
*1 sec later*
"I'm as racist as the next guy" 😂
Ironic commentary highlighting a contradiction in the video through comedic juxtaposition and emoji use.
Humor / Satire
0.92
ravensfan777
Jan 27, 2026
Anyone from the UK caught watching this will be reported to the internet police
Anyone from the UK caught watching this will be reported to the internet police
Absurdist joke about UK internet policing, using ironic exaggeration for comedic effect.
Humor / Satire
0.92
RedesCat
Jan 28, 2026
DiVeRsItY iS oUr sTrEnGhT🤪
DiVeRsItY iS oUr sTrEnGhT🤪
Uses mocking capitalization and emoji to sarcastically critique the 'diversity is strength' narrative.
Humor / Satire
0.92
@mathieuricher7583
Feb 19, 2026
“1 months.”😂
“1 months.”😂
Commenter is mocking a grammatical error ('1 months') from the video with a laughing emoji, pure comedic commentary.
Humor / Satire
0.92
hevelshiva6109
Feb 27, 2026
the guy on the bike kept it a been😂
the guy on the bike kept it a been😂
Uses slang and emoji to make a joking comment about someone's performance or demeanor in the video.
Humor / Satire
0.92
DuransLateNightMunchies
Jan 28, 2026
“High skilled” 😂
“High skilled” 😂
Sarcastic emoji-based commentary mocking the term 'high skilled' in immigration context.
Humor / Satire
0.92
JohnnyRocket76
Jul 13, 2025
Bro had to leave that raggedy blue jacket at home bc Canada’s so cold 😂 brought that good north face
Bro had to leave that raggedy blue jacket at home bc Canada’s so cold 😂 brought that good north face
Lighthearted joke about Canadian weather and clothing choices, using emoji and casual comedic tone.
Humor / Satire
0.92
yvy1
Jan 28, 2026
Gotta respect the guy with the bike- he’s racist against everyone, he doesn’t discriminate!! 😂
Gotta respect the guy with the bike- he’s racist against everyone, he doesn’t discriminate!! 😂
Uses ironic humor to mock someone's indiscriminate prejudice as a form of comedic commentary.
Humor / Satire
0.92
yomikez
Feb 28, 2026
Bro, I was just sitting here eating my cereal & looking for something good to watch & now I'M catching strays?! Wtf.. the video isnt even ABOUT US 😂
Bro, I was just sitting here eating my cereal & looking for something good to watch & now I'M catching strays?! Wtf.. the video isnt even ABOUT US 😂
Uses ironic humor and sarcasm ('catching strays') to comment on being unexpectedly included in a video not about their group.
m.nikkie946
Jan 27, 2026
You went to Sing Horton's expecting to find a white person employed there? Ha ha ha ha ha Ha ha ha ha ha Ha ha ha ha ha Ha ha ha ha ha Ha ha …
You went to Sing Horton's expecting to find a white person employed there? Ha ha ha ha ha Ha ha ha ha ha Ha ha ha ha ha Ha ha ha ha ha Ha ha ha ha ha!
Sarcastic joke mocking the expectation of finding white employees at Tim Hortons, using ironic laughter.
Humor / Satire
0.92
linsqopiring6816
Jan 27, 2026
Brambladesh
Brambladesh
Portmanteau combining 'Brampton' and 'Bangladesh' as satirical commentary on demographic change and cultural identity.
Humor / Satire
0.92
craigc1463
Oct 8, 2025
Doctors and engineers eh?😂😂
Doctors and engineers eh?😂😂
Sarcastic emoji-laden repetition of the 'doctors and engineers' immigration justification, mocking the narrative.
Humor / Satire
0.92
BDee3126
Feb 18, 2026
PIZZA PIZZA 🍕!!!LMFAO 😂 YOU MEAN ESCAPE ESCAPE 😂😂😂😂
PIZZA PIZZA 🍕!!!LMFAO 😂
YOU MEAN ESCAPE ESCAPE 😂😂😂😂
Joking response using pizza chain reference and mocking laughter, playing on words ('escape escape') as ironic commentary on the video's content.
Humor / Satire
0.92
BIGMACK-sf6up
Jan 27, 2026
dude on the bike was hilarious 😂😂
dude on the bike was hilarious 😂😂
Brief comment expressing amusement at a specific moment in the video using emoji and casual language.
Humor / Satire
0.92
YourPalLex
Jan 28, 2026
It's okay Trudeau, tRump is just jealous of you because his wife thinks you are hot. Good looking, fit and trim and actually have an education, not just something daddy bought.
It's okay Trudeau, tRump is just jealous of you because his wife thinks you are hot. Good looking, fit and trim and actually have an education, not just something daddy bought.
Sarcastic, joking commentary using personal attacks and innuendo to mock Trump while supporting Trudeau.
Humor / Satire
0.92
@nannie2846
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)