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
First group of people on Tyler’s channel that didn’t invoke violence 😂😂 Indians are just more so a fruit fly to society
First group of people on Tyler’s channel that didn’t invoke violence 😂😂 Indians are just more so a fruit fly to society
Sarcastic comparison using dehumanizing metaphor, attempting dark humor about ethnic groups.
UnveilMatrix
Jan 27, 2026
This shit home is literally 35 mins from where I live 😂
This shit home is literally 35 mins from where I live 😂
The commenter uses humor and emoji to react to the video location being near their home.
GypsyTears8711
Jan 27, 2026
Managed to interview the last canadian
Managed to interview the last canadian
Ironic joke implying that native Canadians are disappearing due to immigration, using dark humor.
Humor / Satire
0.85
thanosianthemadtitanic
Jan 27, 2026
Amazing content brother!! 💯🇺🇸👍🏽🎯🧊🧊👶🏽 Quik question, when you talk to these Indian dudes why do you start to talk as if your Punjabi and have a bad English accent like they do ..?? 🤣😭😂 very …
Amazing content brother!! 💯🇺🇸👍🏽🎯🧊🧊👶🏽 Quik question, when you talk to these Indian dudes why do you start to talk as if your Punjabi and have a bad English accent like they do ..?? 🤣😭😂 very confusing broski-🤦🏽🤷🏽😁
Uses humor and emojis to mock the creator's accent mimicry while commenting on the video content.
SebastianTheRuler
Jan 27, 2026
Canada patch notes
Canada patch notes
Uses gaming terminology ('patch notes') as ironic commentary on policy changes, employing sarcasm.
Humor / Satire
0.85
fence03
Jan 11, 2026
Wonderful the liberals are helping everyone, said no one ever
Wonderful the liberals are helping everyone, said no one ever
Uses sarcastic framing ('said no one ever') to mock government assistance policies.
curtissears8878
Jan 11, 2026
that guy on the bike though 😆😆😆
that guy on the bike though 😆😆😆
Uses laughing emojis to react humorously to a specific moment in the video, indicating comedic observation.
Humor / Satire
0.85
robynchesser2946
Jan 27, 2026
12:04 DO NOT REDEEM VIBES HERE 😂
12:04 DO NOT REDEEM VIBES HERE 😂
Uses gaming/meme reference ('DO NOT REDEEM VIBES') with emoji to make a joking comment about a specific video timestamp.
Humor / Satire
0.85
kOoSyak
Jan 27, 2026
After creating an independent Palestinian state here in Canada, we definitely should create a sovereign narco state and install Maduro in charge with asylum status.
After creating an independent Palestinian state here in Canada, we definitely should create a sovereign narco state and install Maduro in charge with asylum status.
Sarcastic, absurdist commentary mocking immigration policy through exaggerated hypotheticals presented as dark satire.
JeePs_media_LIVE
Jan 5, 2026
Everyone talking about the guy on the bike. Bro trafficked himself!!
Everyone talking about the guy on the bike. Bro trafficked himself!!
The comment uses sarcasm and dark humor to mock someone's self-sufficiency in illegal immigration, playing on the phrase 'trafficked himself.'
Humor / Satire
0.85
jaclynroth1440
Jan 27, 2026
Also Tyler let’s not forget that England a predominately anglo nation threw human feces and garbage during the Middle Ages 😂
Also Tyler let’s not forget that England a predominately anglo nation threw human feces and garbage during the Middle Ages 😂
Uses sarcastic historical comparison and emoji to mock the video's framing by pointing out past misdeeds of Anglo nations.
MrKrabs-du7ss
Jan 27, 2026
What a joke 🤣🤣🤣🤣
What a joke 🤣🤣🤣🤣
Dismissive laughter with emojis critiquing video content or policy discussed, using humor to express disapproval.
Humor / Satire
0.85
BrandonPerry-u5b
Jan 6, 2026
4:53 why is this guy so based lol
4:53 why is this guy so based lol
Uses slang ('based') and laughing emoji to express approval of the video creator in a casual, joking manner.
GWTW.
Jan 27, 2026
Wow $420 saved for the middle class that will help so much 🙄
Wow $420 saved for the middle class that will help so much 🙄
Uses sarcasm (eye-roll emoji) to mock the economic benefit of a $420 savings for middle-class Canadians.
goku6288
Jan 6, 2026
The honesty of some folks is brutal 😂
The honesty of some folks is brutal 😂
Uses humor and emoji to react to candid statements made in the video, finding amusement in blunt honesty.
Humor / Satire
0.85
mouloudboukhalfa247
Jan 27, 2026
We call it Bramledash in Canadastan. 🤣🤪
We call it Bramledash in Canadastan. 🤣🤪
Uses sarcastic wordplay ('Bramledash'/'Canadastan') to mock demographic changes through ironic commentary.
mikeymike758
Jan 27, 2026
Holy fok the last few minutes had my anxiety going LOL seemed sketchy asf maan I'd be long gone after my Pizza Pizza
Holy fok the last few minutes had my anxiety going LOL seemed sketchy asf maan I'd be long gone after my Pizza Pizza
Uses humor and casual language to react to a tense moment in the video, joking about anxiety and wanting to leave.
ManemYeff
Jan 27, 2026
USA got tech Indians we got Tim Horton Indians
USA got tech Indians
we got Tim Horton Indians
Compares Indian immigration patterns between USA and Canada using humorous contrast, implying lower-skilled workers in Canada.
john-gb6cc
Jan 27, 2026
It's not "Ha-Newman" bro 😂 It's "Ha-nu-man" 😂
It's not "Ha-Newman" bro 😂
It's "Ha-nu-man" 😂
Humorous correction of pronunciation with laughing emojis, poking fun at the mispronunciation in the video.
adamwestbury7928
Jan 27, 2026
4:35 buddy probably had a bigger order and was impatient 😂 fatahh
4:35 buddy probably had a bigger order and was impatient 😂 fatahh
Commenter makes a joking observation about a specific moment in the video (4:35), using humor to comment on observed behavior.
busystuff23yearsago15
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)