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
Yes Trump is a real Dumbo.
Yes Trump is a real Dumbo.
Brief insulting joke comparing Trump to a cartoon character.
Humor / Satire
0.90
@williamwells1862
Mar 4, 2025
Funny and sad that people think that we don’t pay any taxes 😂ya bud are you high??
Funny and sad that people think that we don’t pay any taxes 😂ya bud are you high??
Uses sarcasm and humor to mock the claim that immigrants don't pay taxes.
Humor / Satire
0.90
harkeeratsinghsaini4071
Sep 19, 2025
SAAR, WELCOME TO CANASTAN SAAR
SAAR, WELCOME TO CANASTAN SAAR
Uses stereotypical accent mimicry and the term 'CANASTAN' as satirical commentary on immigration and cultural change.
Humor / Satire
0.90
deeme2628
Jan 27, 2026
"Let me explain your culture to you and how it includes me saar 👳🏾"
"Let me explain your culture to you and how it includes me saar 👳🏾"
Uses sarcasm and a mocking emoji to ridicule someone explaining their own culture, employing ironic commentary.
Humor / Satire
0.90
snorpy
Sep 19, 2025
Guy that looks like he pays no taxes, is claiming that others pay no taxes... lol!
Guy that looks like he pays no taxes, is claiming that others pay no taxes... lol!
Uses ironic humor and sarcasm to mock a video subject's credibility by pointing out hypocrisy ('lol!').
Humor / Satire
0.90
ReXox35
Sep 19, 2025
The poo eating got me. I'm dying over here 💀💀
The poo eating got me. I'm dying over here 💀💀
Humorous reaction to content in the video, using laughter emojis to indicate comedic appreciation.
Humor / Satire
0.90
kevinknight1990
Jan 27, 2026
I always think “this guy couldn’t be less threatening. Then he proves me wrong and starts talking French.”
I always think “this guy couldn’t be less threatening. Then he proves me wrong and starts talking French.”
Ironic joke about the speaker's appearance versus his rhetorical impact when speaking French.
Humor / Satire
0.90
@jacobyinger4476
Mar 4, 2025
What are they gonna do withhold the maple syrup
What are they gonna do withhold the maple syrup
Humorous, sarcastic comment about Canada's leverage in tariff negotiations using maple syrup as a joke.
Humor / Satire
0.90
@Xioau
Mar 4, 2025
BOOMING ECONOMY.. Definitely BOOM!
BOOMING ECONOMY.. Definitely BOOM!
Uses sarcastic irony ('BOOMING ECONOMY.. Definitely BOOM!') to mock claims of economic success, employing tone inversion for comedic effect.
Humor / Satire
0.90
AdamCohen069
Sep 19, 2025
😂😂 Canadian are chill go back to the south
😂😂 Canadian are chill go back to the south
Uses joking tone and emoji to make a lighthearted comparative comment about Canadian temperament.
Humor / Satire
0.90
carolannfiesn
Feb 11, 2026
@9:50 Indian guy: Acctuly India is better for us White guy: Why did you come Indian guy: For better future xDDDDDD
@9:50
Indian guy: Acctuly India is better for us
White guy: Why did you come
Indian guy: For better future
xDDDDDD
Uses sarcastic humor to mock the contradiction between an Indian immigrant claiming India is better while having immigrated for a better future.
Humor / Satire
0.90
hassanj1861
Sep 19, 2025
Love the cold breeze when it touches my touché when I poo on the road - Indian Hindu in Canada.
Love the cold breeze when it touches my touché when I poo on the road - Indian Hindu in Canada.
Uses crude satirical humor to mock stereotypes about Indian immigrants and sanitation practices.
Humor / Satire
0.90
Nootropic911
Sep 20, 2025
Very smart Guy? lol
Very smart Guy? lol
Sarcastic dismissal of Trump's intelligence using 'lol' to mock the claim he is smart.
Humor / Satire
0.90
@cardmarketmedia
Mar 4, 2025
As an Albertan, this makes me want to stay part of canaduh so much more LOL.
As an Albertan, this makes me want to stay part of canaduh so much more LOL.
Ironic/sarcastic comment using 'canaduh' spelling and 'LOL' to mock Canadian identity or immigration discourse.
Humor / Satire
0.90
hangthatflagupsidedownplea3049
Sep 19, 2025
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
Oda my god! Now do "inside India's Canadian metropolis"... we will wait😂
Oda my god!
Now do "inside India's Canadian metropolis"... we will wait😂
Joking suggestion with emoji indicating sarcastic commentary about the video's subject matter.
Humor / Satire
0.90
lucifer-tq4wn
Sep 20, 2025
Donald Trump’s presidency is like a reality show where the plot twists are written by a toddler with a crayon—chaotic, messy, and somehow still on air.
Donald Trump’s presidency is like a reality show where the plot twists are written by a toddler with a crayon—chaotic, messy, and somehow still on air.
Uses extended metaphor and sarcasm to mock Trump's presidency as chaotic and absurd entertainment.
Humor / Satire
0.90
@jadonlawrence4909
Mar 4, 2025
Meat eaters complaining about vegetarians
Meat eaters complaining about vegetarians
Uses ironic comparison (meat eaters vs. vegetarians) as satirical commentary on the immigration debate.
Humor / Satire
0.90
gatbos
Sep 21, 2025
The most junkie homeless looking guy saying the immigrants don't pay taxes has to be the funniest thing I've heard😂
The most junkie homeless looking guy saying the immigrants don't pay taxes has to be the funniest thing I've heard😂
Uses sarcasm and humor to mock the credibility of someone making claims about immigrant tax contributions.
Humor / Satire
0.90
pnvnambiar24
Sep 22, 2025
This looming tariff squabble between these once-chummy nations needs to hit the discussion table, stat! So, let’s roll out a grand convoy led by Canada’s finest, Terrance and Phillip, to face off with a U.S. …
This looming tariff squabble between these once-chummy nations needs to hit the discussion table, stat! So, let’s roll out a grand convoy led by Canada’s finest, Terrance and Phillip, to face off with a U.S. special delegation spearheaded by the legendary Eric Cartman. We propose this showdown happens near Niagara Falls, where the mist can douse the heated trade tensions. Canada better 'respect his authoritah,' or the U.S. might just demand a full refund—starting with trade of Mike Myers for Michael Myers!!
Extended satirical commentary using South Park character references to humorously address US-Canada trade tensions.
@ichoudhury007
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)