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
Even the Indians don't like the Indians. 😂😂😂
Even the Indians don't like the Indians. 😂😂😂
Joking observation about internal ethnic group criticism using emoji for comedic effect.
Humor / Satire
0.88
PenjaminNostien
Jan 28, 2026
7:54 Tyler is in a winter jacket and the subject is in sandals. Just give him his Canadian citizenship.
7:54 Tyler is in a winter jacket and the subject is in sandals. Just give him his Canadian citizenship.
Uses humorous observation about clothing differences to make a lighthearted comment about Canadian citizenship eligibility.
Humor / Satire
0.88
mitchel90mcnee
Jan 28, 2026
" A whole new wooorlddddd!"
" A whole new wooorlddddd!"
Disney song reference used sarcastically to comment on the video's content, employing ironic humor.
Humor / Satire
0.88
highthai7
Jan 28, 2026
BRO COME TO SURREY! its just as bad!
BRO COME TO SURREY!
its just as bad!
Jokingly suggests another Canadian city has similar problems, using casual humor to comment on urban conditions.
Humor / Satire
0.88
Zdarthpuma92
Jan 28, 2026
Tim Horton's isn't Tim Horton's anymore, it's Taj Mahorton now.
Tim Horton's isn't Tim Horton's anymore, it's Taj Mahorton now.
Uses wordplay and sarcasm to make a joke about Tim Hortons and demographic change in Canada.
Humor / Satire
0.88
tpp27
Jan 27, 2026
calling America is the greatest country of the world is kinda funny.. lol
calling America is the greatest country of the world is kinda funny.. lol
Sarcastic commentary mocking American exceptionalism claims, using ironic tone and laughter indicators.
AshurLive
Jan 28, 2026
The zoom in on the flip flops 😂
The zoom in on the flip flops 😂
Humorous observation about a specific moment in the video (zoom on flip flops) with laughing emoji.
jenniferglenn14
Mar 1, 2026
The “Big things” and “you’re a very smart guy “ energy is wild ??
The “Big things” and “you’re a very smart guy “ energy is wild ??
Uses sarcasm and mocking tone to critique a political figure's rhetorical style and communication patterns.
@k.i.a4579
Mar 4, 2025
😂 when the car started beeping I thought it was his voice
😂 when the car started beeping I thought it was his voice
Joking observation about a sound in the video, using humor rather than substantive commentary.
Humor / Satire
0.88
technocrologist
Jan 28, 2026
Tyler missed the smells of India so without having to travel all the way back there this was the easiest thing to do 😂
Tyler missed the smells of India so without having to travel all the way back there this was the easiest thing to do 😂
Sarcastic joke implying the creator visited an Indian neighborhood to experience Indian culture without traveling, using humor to critique the video's premise.
Humor / Satire
0.88
darlenemarietroise
Jan 27, 2026
The whole time we worried about the southern border when the northern border was the issue 😂
The whole time we worried about the southern border when the northern border was the issue 😂
Ironic joke suggesting Canada's northern border (with the US) is overlooked compared to southern concerns, using humor to make a point.
MrJol420
Jan 28, 2026
Dude on a bike is 4chan incarnate lmao
Dude on a bike is 4chan incarnate lmao
Joking comparison of a video participant to 4chan culture, using humor to critique the person's online persona.
chriswade9616
Feb 26, 2026
So apparently immigrants are both the cause of real-estate prices soaring AND are poor, just barely scraping by and leeching off government services. Yep real solid analytical skills here guys 🤣
So apparently immigrants are both the cause of real-estate prices soaring AND are poor, just barely scraping by and leeching off government services. Yep real solid analytical skills here guys 🤣
Uses sarcasm and irony to mock contradictory arguments about immigrants, highlighting logical inconsistencies through comedic tone.
rcprlx
Jan 28, 2026
Dude on the bike says it all lol and him on a bike tells it all . Looks like he just got off his training wheels lol
Dude on the bike says it all lol and him on a bike tells it all . Looks like he just got off his training wheels lol
Comment uses mocking humor and sarcasm about someone's appearance and maturity level.
Humor / Satire
0.88
user-cm7tg2ns6p
Jan 28, 2026
What the heck. You're so crazy! Lol
What the heck. You're so crazy! Lol
Lighthearted, joking response to the video using casual language and laughter indicators.
Humor / Satire
0.88
Sean.Acebedo
Jan 28, 2026
You need to contact Donald Trump 😂
You need to contact Donald Trump 😂
Joking suggestion to contact Donald Trump about Canadian immigration, using humor to comment on the issue.
Humor / Satire
0.88
JulioTejeda-c2g
Jan 28, 2026
Ohhh dhoti international bejati🤣🤣🤣
Ohhh dhoti international bejati🤣🤣🤣
Uses stereotypical language and emoji to mock Indian cultural dress and identity in a joking manner.
Humor / Satire
0.88
Rabitmg1
Jan 28, 2026
I did not know that Amber Heard is part of the Trudeau-Government?
I did not know that Amber Heard is part of the Trudeau-Government?
Uses sarcastic joke comparing Trudeau to Amber Heard, likely referencing controversy or public perception.
Humor / Satire
0.88
@fistofren3483
Mar 4, 2025
Cope bitches 😂😂😂
Cope bitches 😂😂😂
Uses dismissive slang and emojis in a sarcastic tone, mocking opposing viewpoints without substantive argument.
Humor / Satire
0.88
abhishekmahanta1112
Jan 28, 2026
Trump is not a very smart guy I hope he was being sarcastic with the word “very”
Trump is not a very smart guy I hope he was being sarcastic with the word “very”
Uses sarcasm and wordplay to mock Trump's intelligence, employing ironic commentary on his self-description.
Humor / Satire
0.88
@lori3637
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)