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
The world has a problem that begins with T. It's not an unsolvable problem, though. Plenty of remedies are available.
The world has a problem that begins with T. It's not an unsolvable problem, though. Plenty of remedies are available.
Uses wordplay ('problem that begins with T') and vague ironic language suggesting satirical commentary on a political figure.
Humor / Satire
0.78
@uffa00001
Mar 5, 2025
5:33 This is Canada 🇨🇦 , they deserve it 😂🤣😅😆😁
5:33
This is Canada 🇨🇦 , they deserve it
😂🤣😅😆😁
Uses laughing emojis and sarcastic tone to mock or comment on Canadian immigration, with implied ironic commentary.
jaiyabyrd4177
Jan 27, 2026
Tyler, I know u tried 😂. Brampton is ok. Nice people. Nothing to see here
Tyler, I know u tried 😂. Brampton is ok. Nice people. Nothing to see here
Uses casual humor and emoji to make a lighthearted comment about a place and its people, with a mildly supportive tone.
meme-ei3yq
Jan 27, 2026
You can legit live in Brampton and not see a single non Indian for months 😭🙏🏾
You can legit live in Brampton and not see a single non Indian for months 😭🙏🏾
Commenter uses ironic humor with emojis to comment on demographic change in a specific Canadian city, mixing satire with implicit identity concerns.
vforpresident123
Jan 29, 2026
perhaps Canada could extend its education system to the USA, and avoid another trump type meathead being elected by confused voters who are easily fooled by a bad actor/ conman.
perhaps Canada could extend its education system to the USA, and avoid another trump type meathead being elected by confused voters who are easily fooled by a bad actor/ conman.
Sarcastically suggests Canada educate Americans to prevent electing leaders like Trump, mixing jest with implicit criticism.
@peterwright-iw3jh
Mar 4, 2025
Mr Trump: “now Canadians will need visa to enter to us unless the have golden card”
Mr Trump: “now Canadians will need visa to enter to us unless the have golden card”
Uses satirical dialogue to mock potential Trump policies (visa requirements, wealth-based entry), blending humor with underlying anxiety about border restrictions.
@gabrielcaceres2351
Mar 4, 2025
ROFL Blistering speech? Trudeau is a beta male.
ROFL Blistering speech? Trudeau is a beta male.
Uses sarcasm ('ROFL') and mockery to dismiss Trudeau's speech while attacking his masculinity/strength.
@gatorbite9816
Mar 4, 2025
Yeah we call Brampton “Brown Town” 😂
Yeah we call Brampton “Brown Town” 😂
Comment uses a derogatory nickname for a Canadian city with a large South Asian population, presented as casual humor.
Xx_ThatAintMe_xX
Jan 29, 2026
Indian fatigue is real ... 😂😂
Indian fatigue is real ... 😂😂
Sarcastic comment using humor and emoji to express demographic anxiety about a specific ethnic group.
Alphafemale03
Jan 27, 2026
There's probably a lot of honking on the roads of Brampton 🚗 📯
There's probably a lot of honking on the roads of Brampton 🚗 📯
Makes a joking stereotype about Brampton (known for South Asian population) and honking, using humor to express cultural othering.
Toddis
Jan 27, 2026
Why is this gentle man blowing such hot air out of his hole.
Why is this gentle man blowing such hot air out of his hole.
Uses crude sarcasm/insult directed at the video subject in a dismissive, joking manner.
@RamiH
Mar 4, 2025
USA are dead. Please rename to Western States of Russia.
USA are dead. Please rename to Western States of Russia.
Uses hyperbolic sarcasm and ironic renaming to critique political situation, blending satire with threat anxiety.
@elvital1742
Mar 4, 2025
They even build their stupid god statue 😂
They even build their stupid god statue 😂
Mocking commentary with emoji suggesting sarcastic or dismissive humor about a religious or cultural practice.
Humor / Satire
0.75
tmr10059
Mar 3, 2026
Je veut une complications du mec en bike 😂😂😂
Je veut une complications du mec en bike 😂😂😂
French-language comment making a joke with laughing emojis, appears to be humorous commentary on video content.
Humor / Satire
0.75
MrDamatick
Mar 3, 2026
Their statues are so ugly and one in BC as well. The proportions are all wrong. Please hire a true artist 😂
Their statues are so ugly and one in BC as well. The proportions are all wrong. Please hire a true artist 😂
Lighthearted criticism of statue aesthetics with emoji, using humor to critique public art rather than making serious political argument.
Humor / Satire
0.75
Tarot.of.Cups69
Mar 3, 2026
Get em😂 outa here canaindia😂
Get em😂 outa here canaindia😂
Uses sarcasm and wordplay ('canaindia') to mock or comment on Indian-Canadian identity and presence.
J-JHandyman-Deliveries.
Jan 27, 2026
Who needs to visit India when you live in Canada.
Who needs to visit India when you live in Canada.
Lighthearted quip suggesting Canada is preferable to India, using casual sarcasm.
Humor / Satire
0.75
RamiraRamira
Mar 2, 2026
American President aata hai ek physically unstable present President mentally unstable president hai , mujhe lagta hai pura america mentally aur physically unstable hai 😂😂😂😂😂😂😂😂 kon sa mal fukte zombie ban jate ho zombie guy😂😂😂😂😂😂
American President aata hai ek physically unstable present President mentally unstable president hai , mujhe lagta hai pura america mentally aur physically unstable hai 😂😂😂😂😂😂😂😂 kon sa mal fukte zombie ban jate ho zombie guy😂😂😂😂😂😂
Uses sarcasm and jokes about American political instability with excessive emoji, comparing nations mockingly.
status.0519
Feb 4, 2026
Bicycle Dude for PRESIDENT
Bicycle Dude for PRESIDENT
Absurdist joke nominating 'Bicycle Dude' for president, using ironic hyperbole to mock political discourse.
vladak8289
Mar 2, 2026
Guy with bike is so BASED
Guy with bike is so BASED
Uses internet slang ('BASED') to humorously praise someone in the video, likely referencing their political stance.
3rdnewjerseyregiment974
Feb 25, 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)