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
Drinking with a pinky raised is racist
Drinking with a pinky raised is racist
Sarcastically reframes a trivial gesture as racist, likely mocking the video's content or broader discourse about sensitivity.
patalberta5493
Feb 26, 2026
2:58 you know sh1t real when even Indians say that part of foreign country locality has too many Indians
2:58 you know sh1t real when even Indians say that part of foreign country locality has too many Indians
Uses ironic humor ('you know shit real when') to comment on ethnic concentration, with underlying identity-based observation.
seeker777
Jan 27, 2026
Guy with the bike is based.
Guy with the bike is based.
Uses internet slang ('based') to humorously endorse someone's behavior in the video without substantive engagement.
Humor / Satire
0.72
theonlyclapper
Jan 27, 2026
I ain’t going to deny that Donald should be named Dumbnald from now on. It is also undeniable that senile dementia hits the hardest to certain kind of guys, based on the way they’ve whacked …
I ain’t going to deny that Donald should be named Dumbnald from now on. It is also undeniable that senile dementia hits the hardest to certain kind of guys, based on the way they’ve whacked their life with all kinds of excesses
Uses wordplay ('Dumbnald') and sarcasm ('undeniable') to mock a political figure's intelligence and lifestyle choices.
@phgbzoo
Mar 4, 2025
Must be all the LCBO thefts…
Must be all the LCBO thefts…
Uses sarcasm to mock a stereotype, attributing crime statistics to a specific group through ironic commentary.
gamakris3238
Dec 24, 2025
Indian accent. “Thank you for calling Microsoft tech support, how may I be of assistance today?”
Indian accent. “Thank you for calling Microsoft tech support, how may I be of assistance today?”
Uses stereotypical accent and tech support scenario as satirical commentary on immigration and outsourcing, employing ethnic humor.
NK_X_NK
Feb 26, 2026
Indian replaced by white and then white replaced by indians lmao
Indian replaced by white and then white replaced by indians lmao
Uses ironic 'lmao' tone to comment on demographic succession and replacement, blending satire with identity-based observation.
dojadog1337
Jan 27, 2026
The problem with Trudeau is, he doesn't do the weave! He talks clearly, fluently, and he sticks to the point. He needs to drop a ton of bullshit in it all, like a real leader.
The problem with Trudeau is, he doesn't do the weave! He talks clearly, fluently, and he sticks to the point. He needs to drop a ton of bullshit in it all, like a real leader.
Uses ironic/sarcastic commentary suggesting the leader should be less articulate and more evasive, employing humor to critique communication style.
@issacreign3862
Mar 4, 2025
Don't forget: ARSES UP!!!!
Don't forget: ARSES UP!!!!
Cryptic phrase with emoji appears to be sarcastic or joking commentary, though meaning is ambiguous.
Humor / Satire
0.72
torstenhahn5550
Aug 26, 2025
What I saw in this video was smelly rats are jealous of another smelly rats
What I saw in this video was smelly rats are jealous of another smelly rats
Uses crude sarcasm and dehumanizing language as apparent mockery of anti-immigrant sentiment in the comments section.
drabdul9369
Sep 20, 2025
Punjab is in Porkistan 😂
Punjab is in Porkistan 😂
Crude joke using wordplay ('Porkistan') and emoji to mock religious/ethnic identity, likely satirizing anti-immigrant sentiment.
Humor / Satire
0.72
ThePawankumarjariwal
Mar 1, 2026
Well... elbows up, I guess
Well... elbows up, I guess
Cryptic sarcastic comment using colloquial expression, likely mocking the situation.
Humor / Satire
0.72
zx3215
Sep 29, 2025
even the people from india dont want to be in india anymore make it make sense bruh
even the people from india dont want to be in india anymore
make it make sense bruh
Sarcastic observation about Indians emigrating from India, using casual tone ('make it make sense bruh') for comedic effect.
Humor / Satire
0.72
iWonderZz93
Jan 28, 2026
Was he driving a fuckjng tuk tuk on the highway? Wtf
Was he driving a fuckjng tuk tuk on the highway? Wtf
Shocked reaction to the tuk tuk on highway scenario, mixing humor with genuine concern about safety/legality.
ashleyiyoupe6013
Feb 25, 2026
Next year I am also coming 👽😗
Next year I am also coming 👽😗
Jokingly announces intention to immigrate using alien emoji, satirizing the immigration discussion.
Humor / Satire
0.70
ToP-uk2so
Feb 7, 2026
Bellow Down syndrome 😂😂
Bellow Down syndrome 😂😂
Crude joke using a disability reference as humor, though offensive in nature.
Humor / Satire
0.70
Sinatra-
Jan 29, 2026
😂😂😂 💩 jeets
😂😂😂 💩 jeets
Dismissive emoji reaction with ethnic slur used sarcastically or mockingly.
Humor / Satire
0.70
KyleUno-m5c
Jan 29, 2026
Well we tried Let it all go through the borders now lol
Well we tried Let it all go through the borders now lol
Sarcastic commentary suggesting resignation to open borders policy through ironic tone ('lol').
@brotherputts3796
Mar 4, 2025
why is there an idian tuktuk on the highway?
why is there an idian tuktuk on the highway?
Uses sarcastic questioning and ethnic stereotyping (tuktuk reference) to mock a specific immigrant group.
smileographer
Jan 27, 2026
They are literally everywhere 🤣5 million to every country and 500 million would still be left
They are literally everywhere 🤣5 million to every country and 500 million would still be left
Sarcastic/joking comment about Indian population numbers using emoji, though with underlying demographic anxiety.
spacemonkey5295
Sep 23, 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)