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
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
So the worst thing Indians did was come to Brampton and drive bad? 😂 Poor white trash dude needs a cultural education about people from other county. Doesn't know shit about Indians or Africans. Does …
So the worst thing Indians did was come to Brampton and drive bad? 😂
Poor white trash dude needs a cultural education about people from other county. Doesn't know shit about Indians or Africans. Does he not know that people can be Indian and Muslim as well?
Uses sarcasm and irony to critique the video creator's stereotyping, while defending Indians and Muslims against reductive characterization.
grinchoi1
Jan 27, 2026
Y'all wanted MAGA their you go, you got it.....
Y'all wanted MAGA their you go, you got it.....
Sarcastic commentary using ironic tone ('their you go') to mock political outcomes and voter choices.
@alexproductions03
Mar 4, 2025
How funny is that Indians go to other country and there they dont like to see a lot of other Indians around !! Its like Indians dont like themselves 🤣🤣
How funny is that Indians go to other country and there they dont like to see a lot of other Indians around !! Its like Indians dont like themselves 🤣🤣
Uses ironic humor and emojis to mock perceived hypocrisy of Indian immigrants avoiding other Indians, blending satire with identity commentary.
akakak578
Jan 28, 2026
Governor trudeau is a puss
Governor trudeau is a puss
Uses crude insult and dismissive language as sarcastic mockery of Trudeau's authority or competence.
Humor / Satire
0.78
@goalieman206
Mar 5, 2025
Let's just bring in more people
Let's just bring in more people
Sarcastic comment dismissing immigration policy as overly permissive.
Policy Critique
0.78
matthewbutler1452
Feb 18, 2026
The upper class eat more poop actually
The upper class eat more poop actually
Absurdist, nonsensical statement that appears to be sarcastic commentary or crude humor rather than substantive argument.
Humor / Satire
0.78
Prozodiacwanderer
Jan 27, 2026
Trudeau is so good at pausing
Trudeau is so good at pausing
Sarcastic jab at Trudeau's speaking style, using irony to mock his public communication.
@Bombuzzz
Mar 4, 2025
We pissed off Canada\nWe are in the Darkest timeline
We pissed off Canada\nWe are in the Darkest timeline
Uses hyperbolic, darkly comedic language ('pissed off Canada', 'Darkest timeline') to express frustration through irony.
@FN64Productions
Mar 4, 2025
oh no! a bourbon tax
oh no! a bourbon tax
Sarcastic, dismissive comment about tariff impacts using exaggerated concern ('oh no!').
Humor / Satire
0.78
@jillhsales4958
Mar 4, 2025
Hahaha!! Thought you resigned!!! You can't best Trump!! Trump has lots of money coming in, he doesn't need to worry.!!
Hahaha!! Thought you resigned!!! You can't best Trump!! Trump has lots of money coming in, he doesn't need to worry.!!
Uses sarcasm and joking tone to mock Trump's wealth and political position, with ironic commentary on his financial security.
@eagerhotmailcom
Mar 4, 2025
Now let’s not get beyond ourselves…. Donald Trump is NOT smart!!!!
Now let’s not get beyond ourselves…. Donald Trump is NOT smart!!!!
Employs exaggerated emphasis and repetition ('NOT smart!!!') in a sarcastic, comedic manner.
Humor / Satire
0.78
@therrelllyon196
Mar 4, 2025
I say fuck it let’s just invade Canada
I say fuck it let’s just invade Canada
Hyperbolic joke about invading Canada, likely satirical exaggeration rather than serious threat.
@IsaacCV760
Mar 4, 2025
Where are the Canadians that didn’t want Trudeau? We will give you trump you gives us Trudeau….
Where are the Canadians that didn’t want Trudeau? We will give you trump you gives us Trudeau….
Uses sarcastic trade-off joke comparing Trudeau and Trump to express political frustration.
@erlpen2016
Mar 4, 2025
deport 2 import 4 .. repeat
deport 2 import 4 .. repeat
Sarcastic/ironic shorthand mocking the cycle of deportations and new arrivals, using wordplay to critique immigration policy.
CyberDroog
Dec 30, 2025
We really don't care
We really don't care
Dismissive, sarcastic reference to the Canadian national motto, expressing indifference to external criticism.
@MFLA1999
Mar 4, 2025
78million? Dollars. Send them on a plane and drop them off. Easy.
78million? Dollars. Send them on a plane and drop them off. Easy.
Sarcastically trivializes deportation logistics while implicitly calling for mass removal action.
KraftNONOAvailable
Dec 25, 2025
Please keep the traitor Gretzky.
Please keep the traitor Gretzky.
Sarcastic jab calling Wayne Gretzky a 'traitor,' using humor to critique Canadian-American relations.
@c.s.mcleod7383
Mar 4, 2025
6:51 the Canadians even have a Trump Derangement Syndrome Sports emporium 😂
6:51
the Canadians even have a Trump Derangement Syndrome Sports emporium 😂
Makes a sarcastic joke about a timestamp reference in the video using political humor.
N_A__
Jan 27, 2026
This presidential election was the BIGGEST IQ test in the history of the planet and the result are IN ... enjoy MAGA people !
This presidential election was the BIGGEST IQ test in the history of the planet and the result are IN ... enjoy MAGA people !
Sarcastic framing of the election as an 'IQ test' with ironic commentary on Trump supporters, using humor to critique.
@gustavocabrera-mw4vl
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)