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
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
brampton? you mean new delhi?
brampton? you mean new delhi?
Sarcastic one-liner suggesting Brampton has been demographically replaced by Indians, using ironic renaming.
ms9001
Sep 20, 2025
Indian fatigue 😂
Indian fatigue 😂
Brief sarcastic phrase with laughing emoji expressing fatigue about Indian immigration discourse in a joking manner.
Humor / Satire
0.90
mamabearoffour
Aug 28, 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
It's funny because Canada won't actually be paying tariffs on US products, because the entire country stopped buying US products. lol.
It's funny because Canada won't actually be paying tariffs on US products, because the entire country stopped buying US products. lol.
Uses ironic humor to mock the tariff situation by suggesting Canadians have already stopped buying US products.
Humor / Satire
0.90
@secretsofconspiracy
Mar 4, 2025
We should put a big export tax on Preperation h because the Americans will be needing a lot more of that cream while this tariff war continues
We should put a big export tax on Preperation h because the Americans will be needing a lot more of that cream while this tariff war continues
Uses sarcastic joke about export taxes and hemorrhoid cream to mock American response to tariffs, employing crude humor for political commentary.
Humor / Satire
0.90
@michaelmoulton96
Mar 4, 2025
“Press 2 for Chinese…”
“Press 2 for Chinese…”
Uses sarcastic reference to multilingual phone prompts as ironic commentary on immigration and cultural change in Canada.
Humor / Satire
0.90
smithcas86
Sep 9, 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
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
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
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
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
@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
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
We've been sick of immigrants since the 1600's... When we hear these settler immigrants complain about other immigrants... We laugh 🤣😂🤣
We've been sick of immigrants since the 1600's... When we hear these settler immigrants complain about other immigrants... We laugh 🤣😂🤣
Sarcastic commentary with emojis pointing out historical irony of settler-descendants complaining about immigration.
ApacheNationRDR2
Sep 10, 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
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
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
"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
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
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)