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
Come to Australia 😂😂😂
Come to Australia 😂😂😂
A joking suggestion to move to Australia instead, using emojis to signal comedic intent while implicitly comparing countries.
Cruz_Frank_Bean
Jan 27, 2026
why would you go to canada just to smuggle to a worst country lmao
why would you go to canada just to smuggle to a worst country lmao
Sarcastic rhetorical question mocking the logic of smuggling from Canada to a 'worse country,' using humor to critique behavior.
alfogetdatcob
Jan 27, 2026
That guy isn’t leaving next month lmaoo
That guy isn’t leaving next month lmaoo
The commenter makes a joking prediction about someone in the video staying longer than planned, using casual humor.
Shermeekac
Jan 27, 2026
Guy on the bike is like every rw guy on Twitter
Guy on the bike is like every rw guy on Twitter
Satirical comparison of a video character to right-wing Twitter users, using ironic commentary on political stereotypes.
LannyGood
Jan 27, 2026
11:48 the trafficker's accent! Lol
11:48 the trafficker's accent! Lol
Makes a joke about a trafficker's accent mentioned in the video, using humor to comment on the content.
emilyannagarrett196
Feb 8, 2026
Lol. Me sitting here as an African thinking that I can’t even keep a job at McDonalds due to my low intelligence 😂😂😂. I like the guy in the bike. I feel like it’s good …
Lol. Me sitting here as an African thinking that I can’t even keep a job at McDonalds due to my low intelligence 😂😂😂. I like the guy in the bike. I feel like it’s good when someone is open and honest about their biases towards a certain group of people. You just learn to avoid them and keep it moving. Instead of people pretending not to be racist. He reminds me of the guy who shaved Aladeens beard in the movie “The Dictator”
Uses self-deprecating humor and irony to comment on racial bias, while sharing personal perspective on encountering discrimination.
ThembaMtunja
Jan 27, 2026
Lol what a clown this guy is
Lol what a clown this guy is
Dismissive joke calling someone a 'clown' in a lighthearted, mocking tone without substantive critique.
Humor / Satire
0.80
@mrwesleyrainrain
Mar 4, 2025
Canindian hahaha 🤣
Canindian hahaha 🤣
Mocks a misspelling or pronunciation ('Canindian') from the video with laughing emojis, making light of a verbal error.
Humor / Satire
0.80
Moro-Koora1
Jan 27, 2026
0:54 lol the greatest country
0:54 lol the greatest country
Sarcastic comment mocking the phrase 'greatest country' with ironic laughter.
Humor / Satire
0.80
Taloduh
Jan 27, 2026
They redeemed Canada like all the gift cards ❤
They redeemed Canada like all the gift cards ❤
Uses sarcastic metaphor ('redeemed Canada like gift cards') to mock immigration or cultural change.
Humor / Satire
0.80
vanitygrime
Jan 27, 2026
woman moment 1:30
woman moment 1:30
Brief sexist joke using sarcasm and stereotyping for comedic effect.
Humor / Satire
0.80
mooistheroo
Jan 27, 2026
the doo doo river is coming here next
the doo doo river is coming here next
Derogatory wordplay/pun mocking Indian immigrants through crude humor.
Humor / Satire
0.80
MrPinchOloaf
Jan 27, 2026
Surprised the guy on the bike isn't in jail.
Surprised the guy on the bike isn't in jail.
Sarcastic comment implying the person on the bike should face legal consequences for their actions.
NealWilliams-k6s
Jan 27, 2026
just saying that you intend to use a knife to protect yourself in canada vould get yiu into trouble btw 😅🤣
just saying that you intend to use a knife to protect yourself in canada vould get yiu into trouble btw 😅🤣
Lighthearted joke about Canadian self-defense laws using emojis and casual tone.
Humor / Satire
0.80
vincentalix-renaud7430
Jan 27, 2026
"im from poojab" that says alot
"im from poojab" that says alot
Mocking comment using phonetic spelling of 'Punjab' to ridicule someone's origin.
Hansaliii
Jan 27, 2026
your a seasame street puppet you piece of doodoo
your a seasame street puppet you piece of doodoo
Uses insults and childish language sarcastically to mock a political figure, employing humor and satire.
@JesusTouch-m4b
Mar 4, 2025
Tyler noooooooo. 7:03 you were being one of those dickheads just standing in the middle of the parking lot blocking traffic to do an interview. You fit right in in Brampton with the lack of …
Tyler noooooooo. 7:03 you were being one of those dickheads just standing in the middle of the parking lot blocking traffic to do an interview. You fit right in in Brampton with the lack of civic sense LMFAO
Uses ironic humor and sarcasm to critique an interviewer's behavior while making a joking observation about civic sense.
nickbagelboy
Jan 27, 2026
"its like home" then go fucking home
"its like home" then go fucking home
Sarcastic dismissal using the rhetorical device of telling immigrants to return home if they feel nostalgic, delivered as provocative wordplay.
1DeathMagnetic
Jan 27, 2026
Well...................bye. (Curly Bill}
Well...................bye. (Curly Bill}
Uses a movie quote ('Curly Bill') sarcastically to express approval of deportations in a humorous, dismissive manner.
Humor / Satire
0.80
jeffmcewen1238
Dec 29, 2025
CanINDIA 💩
CanINDIA 💩
Uses wordplay ('CanINDIA') and emoji to mock immigration through satirical renaming of the country.
spootnik00
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)