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
13:48 not Tyler speaking with an accent. 😂
13:48 not Tyler speaking with an accent. 😂
Joking observation about the video creator's accent at a specific timestamp, using humor to comment on the video content.
rebeccaspratling2865
Jan 28, 2026
The dude on the bike is too funny
The dude on the bike is too funny
A brief, lighthearted comment finding humor in a video subject's appearance or behavior.
Humor / Satire
0.92
HippieXconservative
Jan 28, 2026
This is so funny!
This is so funny!
Simple expression of amusement at the video content, indicating humorous or satirical appreciation.
Humor / Satire
0.92
@stavokg
Mar 4, 2025
Tyler, you were freezing in the video hahahah so colddddd
Tyler, you were freezing in the video hahahah so colddddd
Humorous observation about someone appearing cold in the video, using playful language and laughter.
Humor / Satire
0.92
renataferreira8829
Feb 16, 2026
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
Speaking logic to Trump. Get a response like: “why is your tie green?!”
Speaking logic to Trump. Get a response like: “why is your tie green?!”
Uses absurdist humor to mock Trump's inability to engage with logical arguments, suggesting he responds irrationally.
Humor / Satire
0.91
@GR--cy3pj
Mar 4, 2025
Driving was terrible thats why hes biking 😂
Driving was terrible thats why hes biking 😂
Light-hearted joke about someone's driving skills, using emoji to signal comedic intent.
Humor / Satire
0.91
nielbonch
Feb 4, 2026
I think they go by the name John Smiths, Alex Brown, Johnny white. The only way to figure out is let them read their names.. 😅😅😅
I think they go by the name John Smiths, Alex Brown, Johnny white. The only way to figure out is let them read their names.. 😅😅😅
The comment uses sarcastic humor and emoji to mock the idea of identifying people by stereotypical Anglo names.
Humor / Satire
0.90
chaimgevaldik1918
Sep 29, 2025
Is this what it’s like to have a president? I miss when America had one.
Is this what it’s like to have a president? I miss when America had one.
Sarcastic commentary questioning whether the U.S. currently has legitimate presidential leadership.
Humor / Satire
0.90
@thatsedzoonth
Mar 4, 2025
China: First Time?
China: First Time?
Ironic meme-style comment comparing Canada's situation to China's, using humor to make a comparative point.
@RuohongZhao
Mar 4, 2025
The Dude on the bike... 🤣🤣🤣🤣
The Dude on the bike... 🤣🤣🤣🤣
Laughing emoji reaction to a specific moment in the video, expressing amusement without substantive argument.
Humor / Satire
0.90
theboiballincollig
Feb 24, 2026
“Elbows up.”
“Elbows up.”
Quoted phrase in quotation marks appears to be a reference or inside joke, likely satirical commentary.
Humor / Satire
0.90
@raycluney7466
Mar 4, 2025
Every morning after drinking coffee, I go to the bathroom and give birth to an indian.
Every morning after drinking coffee, I go to the bathroom and give birth to an indian.
Uses absurdist scatological humor to mock or satirize Indian immigration discourse.
Humor / Satire
0.90
ChronicalFactoryX
Jan 27, 2026
Canada needs to invest in more elephants 🐘 😂
Canada needs to invest in more elephants 🐘 😂
Absurdist joke using emoji and non-sequitur logic for comedic effect.
Humor / Satire
0.90
xelav3775
Jan 27, 2026
0:34 we found who pooped on the bus
0:34 we found who pooped on the bus
Comment makes a crude joke referencing a video moment, using humor to mock someone.
Humor / Satire
0.90
IM-vi6je
Jan 28, 2026
Haha India 🤡🤡
Haha India 🤡🤡
Mocking comment with clown emojis dismissing India or Indian immigrants in a sarcastic tone.
Humor / Satire
0.90
pratapdada
Feb 28, 2026
"Low inteligence" knocked me down😂
"Low inteligence" knocked me down😂
Laughs at a specific phrase or moment in the video, using humor to respond to the content.
bolbs6136
Jan 27, 2026
SAAR PLEASE LET ME INTO YOUR COUNTRY SAAR
SAAR PLEASE LET ME INTO YOUR COUNTRY SAAR
Mocking parody of immigration requests using stereotypical phrasing and tone.
Humor / Satire
0.90
tjblackmore7863
Jan 28, 2026
Hahahahahaha!!!!!
Hahahahahaha!!!!!
Laughter-only comment expressing amusement, likely at the content or situation being discussed.
Humor / Satire
0.90
@teresaberg1048
Mar 4, 2025
AAhahahaha what a clown.
AAhahahaha what a clown.
Mocking, dismissive comment using laughter and name-calling as satirical criticism of Trump.
Humor / Satire
0.90
@alg678
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)